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a/.cache/clangd/index/types.h.5DE23F03BE829FF6.idx b/.cache/clangd/index/types.h.5DE23F03BE829FF6.idx index 9f6e448..a46fde1 100644 Binary files a/.cache/clangd/index/types.h.5DE23F03BE829FF6.idx and b/.cache/clangd/index/types.h.5DE23F03BE829FF6.idx differ diff --git a/.idea/workspace.xml b/.idea/workspace.xml index 9e84412..0fec6e5 100644 --- a/.idea/workspace.xml +++ b/.idea/workspace.xml @@ -27,8 +27,21 @@ + + + + + + + + + + + + + @@ -184,7 +197,7 @@ diff --git a/CMakeLists.txt b/CMakeLists.txt index 7085246..7fc4405 100644 --- a/CMakeLists.txt +++ b/CMakeLists.txt @@ -1,6 +1,6 @@ cmake_minimum_required(VERSION 3.20.2) project(FinalProject C CXX) -set(PROJECT_VERSION 0.5.8) +set(PROJECT_VERSION 0.5.9) option(ENABLE_ADDRSAN "Enable the address sanitizer" OFF) option(ENABLE_UBSAN "Enable the ub sanitizer" OFF) diff --git a/Seminar/10gen/10_run_pyramid/aggregated.tsv b/Seminar/10gen/10_run_pyramid/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid/aggregated_all.tsv new file mode 100644 index 0000000..b29a1ef --- /dev/null +++ b/Seminar/10gen/10_run_pyramid/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 103458584344 +Wall Time (ms): 4883 +CPU Cycles: 77480303365448520 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 325390336 +2 305 344604672 +3 537 352976896 +4 767 357990400 +5 977 367431680 +6 1199 375902208 +7 1413 381067264 +8 1621 385622016 +9 1802 390356992 +10 1968 396890112 +11 2097 403206144 +12 2367 287698944 +13 2488 290922496 +14 2597 295067648 +15 2708 298225664 +16 2809 302002176 +17 2912 306515968 +18 3008 309760000 +19 3099 313638912 +20 3183 317530112 +21 3246 320180224 +22 3468 231022592 +23 3539 233766912 +24 3599 236609536 +25 3664 240349184 +26 3718 243736576 +27 3773 246452224 +28 3831 250060800 +29 3890 252071936 +30 3938 253648896 +31 3982 253501440 +32 4098 152510464 +33 4136 153620480 +34 4174 154771456 +35 4212 155873280 +36 4254 157175808 +37 4294 158789632 +38 4329 159866880 +39 4365 161116160 +40 4401 162000896 +41 4436 162906112 +42 4511 109768704 +43 4544 110272512 +44 4573 110456832 +45 4604 111132672 +46 4635 112242688 +47 4663 112295936 +48 4692 114012160 +49 4724 115171328 +50 4752 116072448 +51 4785 116953088 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 10345858434 +Wall Time (ms): 3569 +CPU Cycles: 7748030336544852 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32539033 +2 305 34460467 +3 537 35297689 +4 767 35799040 +5 977 36743168 +6 1199 37590220 +7 1413 38106726 +8 1621 38562201 +9 1802 39035699 +10 1968 39689011 +11 2097 40320614 +12 2367 41099849 +13 2488 41560356 +14 2597 42152521 +15 2708 42603666 +16 2809 43143168 +17 2912 43787995 +18 3008 44251428 +19 3099 44805558 +20 3183 45361444 +21 3246 45740032 +22 3468 46204518 +23 3539 46753382 +24 3599 47321907 +25 3664 48069836 +26 3718 48747315 +27 3773 49290444 +28 3831 50012160 +29 3890 50414387 +30 3938 50729779 +31 3982 50700288 +32 4098 50836821 +33 4136 51206826 +34 4174 51590485 +35 4212 51957760 +36 4254 52391936 +37 4294 52929877 +38 4329 53288960 +39 4365 53705386 +40 4401 54000298 +41 4436 54302037 +42 4511 54884352 +43 4544 55136256 +44 4573 55228416 +45 4604 55566336 +46 4635 56121344 +47 4663 56147968 +48 4692 57006080 +49 4724 57585664 +50 4752 58036224 +51 4785 58476544 +Hits Total +2250 2810 +Percent Hit: 80.0712% +Fitness +0.998714 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +784 347 1466 212 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.95772 0.99844 0 17.6318 3.3337 39 5 54 5 0.95772 0.99844 0 17.6318 3.3337 39 5 54 5 +1 0 0.99137 0.99845 0 16.1206 3.4087 39 5 39 6 0.97457 0.99845 0 16.8762 3.3712 39 5 54 5 +2 0 0.99017 0.9985 0 15.4151 3.476 37 5 53 6 0.97975 0.9985 0 16.3893 3.4062 37 5 54 5 +3 0 0.99287 0.99853 0.0997 14.739 3.5407 27 4 30 6 0.98303 0.99853 0 15.9768 3.4399 27 4 54 5 +4 0 0.99413 0.99855 0 14.0916 3.5449 24 4 29 5 0.98526 0.99855 0 15.5995 3.4607 24 4 54 5 +5 0 0.99462 0.99858 0.09968 13.3194 3.4952 24 4 26 5 0.98681 0.99858 0 15.2196 3.4664 24 4 54 5 +6 0 0.99387 0.99862 0 13.0581 3.4865 32 5 44 8 0.98783 0.99862 0 14.9107 3.4694 32 5 54 5 +7 0 0.99488 0.99865 0 12.8089 3.4979 39 6 32 6 0.98873 0.99865 0 14.6482 3.4729 39 6 54 5 +8 0 0.995 0.99865 0.09956 12.5514 3.484 39 6 47 8 0.9894 0.99865 0 14.4151 3.4743 39 6 54 5 +9 0 0.99599 0.99866 0.19925 12.0267 3.4446 37 7 33 7 0.99007 0.99866 0 14.1763 3.4711 37 7 54 5 +10 0 0.69648 0.69911 0.09976 8.3787 2.4414 32 5 14 3 0.69328 0.69911 0 10.0158 2.469 32 5 42 4 +11 0 0.69671 0.69911 0.09976 7.9461 2.3763 32 5 25 5 0.69358 0.69911 0 9.8432 2.4613 32 5 42 4 +12 0 0.69698 0.69911 0.19936 7.7969 2.357 32 5 27 5 0.69383 0.69911 0 9.6859 2.4531 32 5 42 4 +13 0 0.69698 0.69911 0.19953 7.3372 2.2772 32 5 19 5 0.69406 0.69911 0 9.518 2.4405 32 5 42 4 +14 0 0.69685 0.69911 0.19954 7.0912 2.2297 32 5 12 4 0.69425 0.69911 0 9.3562 2.4266 32 5 42 4 +15 0 0.6971 0.69911 0.19931 6.9264 2.2297 32 5 17 4 0.69441 0.69911 0 9.2045 2.4142 32 5 42 4 +16 0 0.69772 0.69911 0.19931 6.6462 2.1737 32 5 14 4 0.69461 0.69911 0 9.054 2.4001 32 5 42 4 +17 0 0.69755 0.69911 0.14783 6.4678 2.116 31 5 20 5 0.69479 0.69911 0 8.9103 2.3843 31 5 42 4 +18 0 0.69773 0.69914 0.29709 6.2801 2.0711 35 6 19 4 0.69494 0.69914 0 8.7718 2.368 35 6 42 4 +19 0 0.69785 0.69914 0.29881 6.0108 2.0175 35 6 17 5 0.69509 0.69914 0 8.6338 2.3503 35 6 42 4 +20 0 0.498 0.4994 0.19927 4.2602 1.4211 19 4 13 3 0.49654 0.4994 0 6.348 1.7073 19 4 26 2 +21 0 0.49875 0.4994 0.29924 4.1753 1.4088 18 4 15 2 0.49665 0.4994 0 6.2494 1.6937 18 4 26 2 +22 0 0.49836 0.4994 0.19927 3.9841 1.3669 18 4 10 2 0.49671 0.4994 0 6.1509 1.6795 18 4 26 2 +23 0 0.49837 0.4994 0.0998 3.8732 1.3293 18 4 10 2 0.49678 0.4994 0 6.0559 1.6649 18 4 26 2 +24 0 0.49812 0.49942 0 3.8479 1.3222 17 4 12 3 0.49684 0.49942 0 5.9676 1.6513 17 4 26 2 +25 0 0.49862 0.49942 0.19938 3.6953 1.2812 17 4 13 3 0.49692 0.49942 0 5.8802 1.637 17 4 26 2 +26 0 0.49824 0.49942 0.09919 3.4912 1.2341 17 4 9 3 0.49695 0.49942 0 5.7918 1.622 17 4 26 2 +27 0 0.49875 0.49942 0.29896 3.4538 1.2173 17 4 11 3 0.49702 0.49942 0 5.7083 1.6075 17 4 26 2 +28 0 0.49862 0.49942 0.1996 3.3231 1.1871 17 4 7 2 0.49708 0.49942 0 5.6261 1.5932 17 4 26 2 +29 0 0.499 0.49942 0.49863 3.1815 1.1398 17 4 5 1 0.49713 0.49942 0 5.5445 1.5781 17 4 26 2 +30 0 0.2994 0.29966 0.29937 1.8141 0.6745 10 2 1 0 0.2984 0.29966 0 3.0684 0.9026 10 2 19 1 +31 0 0.29928 0.29966 0.19958 1.7663 0.6675 6 1 2 0 0.29843 0.29966 0 3.0277 0.8953 6 1 19 1 +32 0 0.29903 0.29966 0 1.7537 0.6637 6 1 5 1 0.29846 0.29966 0 2.9891 0.8883 6 1 19 1 +33 0 0.29928 0.29966 0.19947 1.7066 0.649 6 1 4 1 0.29848 0.29966 0 2.9515 0.8812 6 1 19 1 +34 0 0.29927 0.29966 0.19891 1.6792 0.6359 6 1 2 1 0.2985 0.29966 0 2.9152 0.8742 6 1 19 1 +35 0 0.29928 0.29966 0.19959 1.713 0.6476 6 1 1 0 0.29853 0.29966 0 2.8817 0.868 6 1 19 1 +36 0 0.29902 0.29966 0 1.6783 0.6379 6 1 7 2 0.29853 0.29966 0 2.8492 0.8617 6 1 19 1 +37 0 0.2989 0.29966 0 1.6592 0.6331 6 1 10 2 0.29854 0.29966 0 2.8178 0.8556 6 1 19 1 +38 0 0.29928 0.29966 0.19951 1.6186 0.6198 6 1 2 1 0.29856 0.29966 0 2.7871 0.8496 6 1 19 1 +39 0 0.29927 0.29966 0.1995 1.635 0.6288 6 1 2 1 0.29859 0.29966 0 2.7583 0.8441 6 1 19 1 +40 0 0.1996 0.19978 0.19956 1.05 0.4119 4 1 1 0 0.19906 0.19978 0 1.8547 0.5775 4 1 11 1 +41 0 0.19948 0.19978 0.0998 1.013 0.4001 4 1 2 0 0.19908 0.19978 0 1.8346 0.5733 4 1 11 1 +42 0 0.19935 0.19978 0 1.0068 0.3937 4 1 2 0 0.19908 0.19978 0 1.8154 0.5691 4 1 11 1 +43 0 0.1996 0.19978 0.19947 0.9569 0.3768 4 1 1 0 0.1991 0.19978 0 1.7959 0.5647 4 1 11 1 +44 0 0.19947 0.19978 0.09979 0.9516 0.3716 4 1 1 0 0.1991 0.19978 0 1.7771 0.5605 4 1 11 1 +45 0 0.1996 0.19978 0.19956 0.9591 0.3698 4 1 1 0 0.19911 0.19978 0 1.7593 0.5563 4 1 11 1 +46 0 0.19935 0.19978 0 0.9329 0.3589 4 1 3 1 0.19911 0.19978 0 1.7417 0.5521 4 1 11 1 +47 0 0.19936 0.19978 0.09976 0.9395 0.3653 4 1 2 0 0.19912 0.19978 0 1.725 0.5482 4 1 11 1 +48 0 0.19961 0.19978 0.19953 0.9423 0.3688 4 1 2 0 0.19913 0.19978 0 1.7091 0.5445 4 1 11 1 +49 0 0.19961 0.19978 0.19953 0.9443 0.3683 4 1 1 0 0.19915 0.19978 0 1.6937 0.541 4 1 11 1 +50 0 0.09967 0.09989 0 0.4989 0.1929 1 0 0 0 0.0996 0.09989 0 0.8867 0.2837 1 0 7 0 diff --git a/Seminar/10gen/10_run_pyramid/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid/aggregated_best_fitness.tsv new file mode 100644 index 0000000..727e52e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4883 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4830 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Hits Total +2574 2810 +Percent Hit: 91.6014% +Fitness +0.998935 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1062 74 1512 162 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.968 0.9985 0 15.905 3.269 6 4 75 6 0.968 0.9985 0 15.905 3.269 6 4 75 6 +1 0 0.9905 0.9985 0 15.591 3.449 6 4 40 7 0.9793 0.9985 0 15.748 3.359 6 4 75 6 +2 0 0.9905 0.9985 0 15.284 3.495 6 4 28 6 0.983 0.9985 0 15.593 3.404 6 4 75 6 +3 0 0.9942 0.9985 0 15.488 3.625 6 4 46 10 0.9858 0.9985 0 15.567 3.459 6 4 75 6 +4 0 0.9942 0.9985 0 14.645 3.619 6 4 42 9 0.9875 0.9985 0 15.383 3.491 6 4 75 6 +5 0 0.9955 0.9985 0 14.884 3.754 6 4 29 6 0.9888 0.9985 0 15.299 3.535 6 4 75 6 +6 0 0.9967 0.9985 0 14.062 3.746 6 4 83 15 0.99 0.9985 0 15.123 3.565 6 4 75 6 +7 0 0.9955 0.9986 0 13.626 3.775 22 6 7 3 0.9907 0.9986 0 14.936 3.591 22 6 75 6 +8 0 0.993 0.9986 0 13.319 3.779 22 6 59 8 0.9909 0.9986 0 14.756 3.612 22 6 75 6 +9 0 0.9954 0.9986 0 12.955 3.874 22 6 48 8 0.9914 0.9986 0 14.576 3.638 22 6 75 6 +10 0 0.9967 0.9986 0 12.011 3.745 22 6 37 7 0.9919 0.9986 0 14.343 3.648 22 6 75 6 +11 0 0.9942 0.9986 0 11.555 3.562 22 6 27 8 0.9921 0.9986 0 14.11 3.641 22 6 75 6 +12 0 0.998 0.9986 0.998 10.476 3.394 22 6 4 2 0.9925 0.9986 0 13.831 3.622 22 6 75 6 +13 0 0.9967 0.9986 0 10.363 3.429 22 6 22 7 0.9928 0.9986 0 13.583 3.608 22 6 75 6 +14 0 0.9967 0.9986 0 10.415 3.425 22 6 16 6 0.9931 0.9986 0 13.372 3.596 22 6 75 6 +15 0 0.9955 0.9986 0 10.926 3.546 22 6 40 10 0.9932 0.9986 0 13.219 3.593 22 6 75 6 +16 0 0.9967 0.9986 0 10.002 3.322 22 6 13 5 0.9934 0.9986 0 13.03 3.577 22 6 75 6 +17 0 0.9955 0.9986 0 10.17 3.356 22 6 39 13 0.9936 0.9986 0 12.871 3.565 22 6 75 6 +18 0 0.9967 0.9989 0 9.459 3.221 56 14 13 5 0.9937 0.9989 0 12.691 3.547 56 14 75 6 +19 0 0.9955 0.9989 0 9.619 3.216 56 14 24 12 0.9938 0.9989 0 12.538 3.53 56 14 75 6 +20 0 0.9955 0.9989 0 9.348 3.126 56 14 25 7 0.9939 0.9989 0 12.386 3.511 56 14 75 6 +21 0 0.998 0.9989 0.998 9.106 3.081 56 14 2 1 0.9941 0.9989 0 12.237 3.491 56 14 75 6 +22 0 0.9967 0.9989 0 9.012 3.084 56 14 10 4 0.9942 0.9989 0 12.097 3.474 56 14 75 6 +23 0 0.9955 0.9989 0 8.127 2.84 56 14 10 4 0.9942 0.9989 0 11.931 3.447 56 14 75 6 +24 0 0.9967 0.9989 0 8.361 2.894 56 14 46 10 0.9943 0.9989 0 11.788 3.425 56 14 75 6 +25 0 0.998 0.9989 0.9965 8.245 2.815 56 14 3 1 0.9945 0.9989 0 11.652 3.402 56 14 75 6 +26 0 0.998 0.9989 0.9919 7.596 2.663 56 14 28 9 0.9946 0.9989 0 11.502 3.374 56 14 75 6 +27 0 0.998 0.9989 0.9965 7.261 2.65 56 14 3 1 0.9947 0.9989 0 11.35 3.348 56 14 75 6 +28 0 0.9967 0.9989 0 7.173 2.635 56 14 29 9 0.9948 0.9989 0 11.206 3.324 56 14 75 6 +29 0 0.998 0.9989 0.9965 6.508 2.417 56 14 3 1 0.9949 0.9989 0 11.05 3.294 56 14 75 6 +30 0 0.998 0.9989 0.9979 6.636 2.444 56 14 3 1 0.995 0.9989 0 10.907 3.266 56 14 75 6 +31 0 0.998 0.9989 0.998 6.079 2.296 19 7 1 0 0.9951 0.9989 0 10.756 3.236 19 7 75 6 +32 0 0.9968 0.9989 0 6.287 2.394 19 7 11 5 0.9952 0.9989 0 10.621 3.21 19 7 75 6 +33 0 0.9968 0.9989 0 6.468 2.413 19 7 17 9 0.9952 0.9989 0 10.499 3.187 19 7 75 6 +34 0 0.998 0.9989 0.998 6.5 2.41 19 7 3 1 0.9953 0.9989 0 10.385 3.165 19 7 75 6 +35 0 0.998 0.9989 0.998 6.434 2.38 19 7 3 1 0.9954 0.9989 0 10.275 3.143 19 7 75 6 +36 0 0.9967 0.9989 0 6.509 2.421 19 7 47 13 0.9954 0.9989 0 10.173 3.123 19 7 75 6 +37 0 0.9967 0.9989 0 6.341 2.391 19 7 59 13 0.9954 0.9989 0 10.072 3.104 19 7 75 6 +38 0 0.998 0.9989 0.9977 5.896 2.244 19 7 7 2 0.9955 0.9989 0 9.965 3.082 19 7 75 6 +39 0 0.998 0.9989 0.998 6.022 2.303 19 7 4 3 0.9956 0.9989 0 9.867 3.063 19 7 75 6 +40 0 0.998 0.9989 0.9977 5.853 2.252 19 7 10 4 0.9956 0.9989 0 9.769 3.043 19 7 75 6 +41 0 0.998 0.9989 0.998 5.456 2.11 19 7 1 0 0.9957 0.9989 0 9.666 3.021 19 7 75 6 +42 0 0.9967 0.9989 0 5.433 2.094 19 7 10 4 0.9957 0.9989 0 9.568 2.999 19 7 75 6 +43 0 0.998 0.9989 0.9968 5.136 1.968 19 7 13 6 0.9958 0.9989 0 9.467 2.976 19 7 75 6 +44 0 0.9967 0.9989 0 5.145 1.985 19 7 9 3 0.9958 0.9989 0 9.371 2.954 19 7 75 6 +45 0 0.998 0.9989 0.9977 5.253 1.999 19 7 10 5 0.9958 0.9989 0 9.281 2.933 19 7 75 6 +46 0 0.9967 0.9989 0 5.104 1.955 19 7 21 7 0.9958 0.9989 0 9.192 2.912 19 7 75 6 +47 0 0.998 0.9989 0.9976 5.185 2.002 19 7 6 3 0.9959 0.9989 0 9.109 2.893 19 7 75 6 +48 0 0.998 0.9989 0.9979 4.979 1.916 19 7 7 3 0.9959 0.9989 0 9.025 2.873 19 7 75 6 +49 0 0.998 0.9989 0.9979 5.009 1.951 19 7 7 3 0.996 0.9989 0 8.944 2.855 19 7 75 6 +50 0 0.9967 0.9989 0 4.989 1.929 19 7 8 4 0.996 0.9989 0 8.867 2.837 19 7 75 6 diff --git a/Seminar/10gen/10_run_pyramid/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid/aggregated_best_generations.tsv new file mode 100644 index 0000000..727e52e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4883 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4830 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Hits Total +2574 2810 +Percent Hit: 91.6014% +Fitness +0.998935 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1062 74 1512 162 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.968 0.9985 0 15.905 3.269 6 4 75 6 0.968 0.9985 0 15.905 3.269 6 4 75 6 +1 0 0.9905 0.9985 0 15.591 3.449 6 4 40 7 0.9793 0.9985 0 15.748 3.359 6 4 75 6 +2 0 0.9905 0.9985 0 15.284 3.495 6 4 28 6 0.983 0.9985 0 15.593 3.404 6 4 75 6 +3 0 0.9942 0.9985 0 15.488 3.625 6 4 46 10 0.9858 0.9985 0 15.567 3.459 6 4 75 6 +4 0 0.9942 0.9985 0 14.645 3.619 6 4 42 9 0.9875 0.9985 0 15.383 3.491 6 4 75 6 +5 0 0.9955 0.9985 0 14.884 3.754 6 4 29 6 0.9888 0.9985 0 15.299 3.535 6 4 75 6 +6 0 0.9967 0.9985 0 14.062 3.746 6 4 83 15 0.99 0.9985 0 15.123 3.565 6 4 75 6 +7 0 0.9955 0.9986 0 13.626 3.775 22 6 7 3 0.9907 0.9986 0 14.936 3.591 22 6 75 6 +8 0 0.993 0.9986 0 13.319 3.779 22 6 59 8 0.9909 0.9986 0 14.756 3.612 22 6 75 6 +9 0 0.9954 0.9986 0 12.955 3.874 22 6 48 8 0.9914 0.9986 0 14.576 3.638 22 6 75 6 +10 0 0.9967 0.9986 0 12.011 3.745 22 6 37 7 0.9919 0.9986 0 14.343 3.648 22 6 75 6 +11 0 0.9942 0.9986 0 11.555 3.562 22 6 27 8 0.9921 0.9986 0 14.11 3.641 22 6 75 6 +12 0 0.998 0.9986 0.998 10.476 3.394 22 6 4 2 0.9925 0.9986 0 13.831 3.622 22 6 75 6 +13 0 0.9967 0.9986 0 10.363 3.429 22 6 22 7 0.9928 0.9986 0 13.583 3.608 22 6 75 6 +14 0 0.9967 0.9986 0 10.415 3.425 22 6 16 6 0.9931 0.9986 0 13.372 3.596 22 6 75 6 +15 0 0.9955 0.9986 0 10.926 3.546 22 6 40 10 0.9932 0.9986 0 13.219 3.593 22 6 75 6 +16 0 0.9967 0.9986 0 10.002 3.322 22 6 13 5 0.9934 0.9986 0 13.03 3.577 22 6 75 6 +17 0 0.9955 0.9986 0 10.17 3.356 22 6 39 13 0.9936 0.9986 0 12.871 3.565 22 6 75 6 +18 0 0.9967 0.9989 0 9.459 3.221 56 14 13 5 0.9937 0.9989 0 12.691 3.547 56 14 75 6 +19 0 0.9955 0.9989 0 9.619 3.216 56 14 24 12 0.9938 0.9989 0 12.538 3.53 56 14 75 6 +20 0 0.9955 0.9989 0 9.348 3.126 56 14 25 7 0.9939 0.9989 0 12.386 3.511 56 14 75 6 +21 0 0.998 0.9989 0.998 9.106 3.081 56 14 2 1 0.9941 0.9989 0 12.237 3.491 56 14 75 6 +22 0 0.9967 0.9989 0 9.012 3.084 56 14 10 4 0.9942 0.9989 0 12.097 3.474 56 14 75 6 +23 0 0.9955 0.9989 0 8.127 2.84 56 14 10 4 0.9942 0.9989 0 11.931 3.447 56 14 75 6 +24 0 0.9967 0.9989 0 8.361 2.894 56 14 46 10 0.9943 0.9989 0 11.788 3.425 56 14 75 6 +25 0 0.998 0.9989 0.9965 8.245 2.815 56 14 3 1 0.9945 0.9989 0 11.652 3.402 56 14 75 6 +26 0 0.998 0.9989 0.9919 7.596 2.663 56 14 28 9 0.9946 0.9989 0 11.502 3.374 56 14 75 6 +27 0 0.998 0.9989 0.9965 7.261 2.65 56 14 3 1 0.9947 0.9989 0 11.35 3.348 56 14 75 6 +28 0 0.9967 0.9989 0 7.173 2.635 56 14 29 9 0.9948 0.9989 0 11.206 3.324 56 14 75 6 +29 0 0.998 0.9989 0.9965 6.508 2.417 56 14 3 1 0.9949 0.9989 0 11.05 3.294 56 14 75 6 +30 0 0.998 0.9989 0.9979 6.636 2.444 56 14 3 1 0.995 0.9989 0 10.907 3.266 56 14 75 6 +31 0 0.998 0.9989 0.998 6.079 2.296 19 7 1 0 0.9951 0.9989 0 10.756 3.236 19 7 75 6 +32 0 0.9968 0.9989 0 6.287 2.394 19 7 11 5 0.9952 0.9989 0 10.621 3.21 19 7 75 6 +33 0 0.9968 0.9989 0 6.468 2.413 19 7 17 9 0.9952 0.9989 0 10.499 3.187 19 7 75 6 +34 0 0.998 0.9989 0.998 6.5 2.41 19 7 3 1 0.9953 0.9989 0 10.385 3.165 19 7 75 6 +35 0 0.998 0.9989 0.998 6.434 2.38 19 7 3 1 0.9954 0.9989 0 10.275 3.143 19 7 75 6 +36 0 0.9967 0.9989 0 6.509 2.421 19 7 47 13 0.9954 0.9989 0 10.173 3.123 19 7 75 6 +37 0 0.9967 0.9989 0 6.341 2.391 19 7 59 13 0.9954 0.9989 0 10.072 3.104 19 7 75 6 +38 0 0.998 0.9989 0.9977 5.896 2.244 19 7 7 2 0.9955 0.9989 0 9.965 3.082 19 7 75 6 +39 0 0.998 0.9989 0.998 6.022 2.303 19 7 4 3 0.9956 0.9989 0 9.867 3.063 19 7 75 6 +40 0 0.998 0.9989 0.9977 5.853 2.252 19 7 10 4 0.9956 0.9989 0 9.769 3.043 19 7 75 6 +41 0 0.998 0.9989 0.998 5.456 2.11 19 7 1 0 0.9957 0.9989 0 9.666 3.021 19 7 75 6 +42 0 0.9967 0.9989 0 5.433 2.094 19 7 10 4 0.9957 0.9989 0 9.568 2.999 19 7 75 6 +43 0 0.998 0.9989 0.9968 5.136 1.968 19 7 13 6 0.9958 0.9989 0 9.467 2.976 19 7 75 6 +44 0 0.9967 0.9989 0 5.145 1.985 19 7 9 3 0.9958 0.9989 0 9.371 2.954 19 7 75 6 +45 0 0.998 0.9989 0.9977 5.253 1.999 19 7 10 5 0.9958 0.9989 0 9.281 2.933 19 7 75 6 +46 0 0.9967 0.9989 0 5.104 1.955 19 7 21 7 0.9958 0.9989 0 9.192 2.912 19 7 75 6 +47 0 0.998 0.9989 0.9976 5.185 2.002 19 7 6 3 0.9959 0.9989 0 9.109 2.893 19 7 75 6 +48 0 0.998 0.9989 0.9979 4.979 1.916 19 7 7 3 0.9959 0.9989 0 9.025 2.873 19 7 75 6 +49 0 0.998 0.9989 0.9979 5.009 1.951 19 7 7 3 0.996 0.9989 0 8.944 2.855 19 7 75 6 +50 0 0.9967 0.9989 0 4.989 1.929 19 7 8 4 0.996 0.9989 0 8.867 2.837 19 7 75 6 diff --git a/Seminar/10gen/10_run_pyramid/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid/aggregated_best_hits.tsv new file mode 100644 index 0000000..727e52e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4883 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4830 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Hits Total +2574 2810 +Percent Hit: 91.6014% +Fitness +0.998935 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1062 74 1512 162 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.968 0.9985 0 15.905 3.269 6 4 75 6 0.968 0.9985 0 15.905 3.269 6 4 75 6 +1 0 0.9905 0.9985 0 15.591 3.449 6 4 40 7 0.9793 0.9985 0 15.748 3.359 6 4 75 6 +2 0 0.9905 0.9985 0 15.284 3.495 6 4 28 6 0.983 0.9985 0 15.593 3.404 6 4 75 6 +3 0 0.9942 0.9985 0 15.488 3.625 6 4 46 10 0.9858 0.9985 0 15.567 3.459 6 4 75 6 +4 0 0.9942 0.9985 0 14.645 3.619 6 4 42 9 0.9875 0.9985 0 15.383 3.491 6 4 75 6 +5 0 0.9955 0.9985 0 14.884 3.754 6 4 29 6 0.9888 0.9985 0 15.299 3.535 6 4 75 6 +6 0 0.9967 0.9985 0 14.062 3.746 6 4 83 15 0.99 0.9985 0 15.123 3.565 6 4 75 6 +7 0 0.9955 0.9986 0 13.626 3.775 22 6 7 3 0.9907 0.9986 0 14.936 3.591 22 6 75 6 +8 0 0.993 0.9986 0 13.319 3.779 22 6 59 8 0.9909 0.9986 0 14.756 3.612 22 6 75 6 +9 0 0.9954 0.9986 0 12.955 3.874 22 6 48 8 0.9914 0.9986 0 14.576 3.638 22 6 75 6 +10 0 0.9967 0.9986 0 12.011 3.745 22 6 37 7 0.9919 0.9986 0 14.343 3.648 22 6 75 6 +11 0 0.9942 0.9986 0 11.555 3.562 22 6 27 8 0.9921 0.9986 0 14.11 3.641 22 6 75 6 +12 0 0.998 0.9986 0.998 10.476 3.394 22 6 4 2 0.9925 0.9986 0 13.831 3.622 22 6 75 6 +13 0 0.9967 0.9986 0 10.363 3.429 22 6 22 7 0.9928 0.9986 0 13.583 3.608 22 6 75 6 +14 0 0.9967 0.9986 0 10.415 3.425 22 6 16 6 0.9931 0.9986 0 13.372 3.596 22 6 75 6 +15 0 0.9955 0.9986 0 10.926 3.546 22 6 40 10 0.9932 0.9986 0 13.219 3.593 22 6 75 6 +16 0 0.9967 0.9986 0 10.002 3.322 22 6 13 5 0.9934 0.9986 0 13.03 3.577 22 6 75 6 +17 0 0.9955 0.9986 0 10.17 3.356 22 6 39 13 0.9936 0.9986 0 12.871 3.565 22 6 75 6 +18 0 0.9967 0.9989 0 9.459 3.221 56 14 13 5 0.9937 0.9989 0 12.691 3.547 56 14 75 6 +19 0 0.9955 0.9989 0 9.619 3.216 56 14 24 12 0.9938 0.9989 0 12.538 3.53 56 14 75 6 +20 0 0.9955 0.9989 0 9.348 3.126 56 14 25 7 0.9939 0.9989 0 12.386 3.511 56 14 75 6 +21 0 0.998 0.9989 0.998 9.106 3.081 56 14 2 1 0.9941 0.9989 0 12.237 3.491 56 14 75 6 +22 0 0.9967 0.9989 0 9.012 3.084 56 14 10 4 0.9942 0.9989 0 12.097 3.474 56 14 75 6 +23 0 0.9955 0.9989 0 8.127 2.84 56 14 10 4 0.9942 0.9989 0 11.931 3.447 56 14 75 6 +24 0 0.9967 0.9989 0 8.361 2.894 56 14 46 10 0.9943 0.9989 0 11.788 3.425 56 14 75 6 +25 0 0.998 0.9989 0.9965 8.245 2.815 56 14 3 1 0.9945 0.9989 0 11.652 3.402 56 14 75 6 +26 0 0.998 0.9989 0.9919 7.596 2.663 56 14 28 9 0.9946 0.9989 0 11.502 3.374 56 14 75 6 +27 0 0.998 0.9989 0.9965 7.261 2.65 56 14 3 1 0.9947 0.9989 0 11.35 3.348 56 14 75 6 +28 0 0.9967 0.9989 0 7.173 2.635 56 14 29 9 0.9948 0.9989 0 11.206 3.324 56 14 75 6 +29 0 0.998 0.9989 0.9965 6.508 2.417 56 14 3 1 0.9949 0.9989 0 11.05 3.294 56 14 75 6 +30 0 0.998 0.9989 0.9979 6.636 2.444 56 14 3 1 0.995 0.9989 0 10.907 3.266 56 14 75 6 +31 0 0.998 0.9989 0.998 6.079 2.296 19 7 1 0 0.9951 0.9989 0 10.756 3.236 19 7 75 6 +32 0 0.9968 0.9989 0 6.287 2.394 19 7 11 5 0.9952 0.9989 0 10.621 3.21 19 7 75 6 +33 0 0.9968 0.9989 0 6.468 2.413 19 7 17 9 0.9952 0.9989 0 10.499 3.187 19 7 75 6 +34 0 0.998 0.9989 0.998 6.5 2.41 19 7 3 1 0.9953 0.9989 0 10.385 3.165 19 7 75 6 +35 0 0.998 0.9989 0.998 6.434 2.38 19 7 3 1 0.9954 0.9989 0 10.275 3.143 19 7 75 6 +36 0 0.9967 0.9989 0 6.509 2.421 19 7 47 13 0.9954 0.9989 0 10.173 3.123 19 7 75 6 +37 0 0.9967 0.9989 0 6.341 2.391 19 7 59 13 0.9954 0.9989 0 10.072 3.104 19 7 75 6 +38 0 0.998 0.9989 0.9977 5.896 2.244 19 7 7 2 0.9955 0.9989 0 9.965 3.082 19 7 75 6 +39 0 0.998 0.9989 0.998 6.022 2.303 19 7 4 3 0.9956 0.9989 0 9.867 3.063 19 7 75 6 +40 0 0.998 0.9989 0.9977 5.853 2.252 19 7 10 4 0.9956 0.9989 0 9.769 3.043 19 7 75 6 +41 0 0.998 0.9989 0.998 5.456 2.11 19 7 1 0 0.9957 0.9989 0 9.666 3.021 19 7 75 6 +42 0 0.9967 0.9989 0 5.433 2.094 19 7 10 4 0.9957 0.9989 0 9.568 2.999 19 7 75 6 +43 0 0.998 0.9989 0.9968 5.136 1.968 19 7 13 6 0.9958 0.9989 0 9.467 2.976 19 7 75 6 +44 0 0.9967 0.9989 0 5.145 1.985 19 7 9 3 0.9958 0.9989 0 9.371 2.954 19 7 75 6 +45 0 0.998 0.9989 0.9977 5.253 1.999 19 7 10 5 0.9958 0.9989 0 9.281 2.933 19 7 75 6 +46 0 0.9967 0.9989 0 5.104 1.955 19 7 21 7 0.9958 0.9989 0 9.192 2.912 19 7 75 6 +47 0 0.998 0.9989 0.9976 5.185 2.002 19 7 6 3 0.9959 0.9989 0 9.109 2.893 19 7 75 6 +48 0 0.998 0.9989 0.9979 4.979 1.916 19 7 7 3 0.9959 0.9989 0 9.025 2.873 19 7 75 6 +49 0 0.998 0.9989 0.9979 5.009 1.951 19 7 7 3 0.996 0.9989 0 8.944 2.855 19 7 75 6 +50 0 0.9967 0.9989 0 4.989 1.929 19 7 8 4 0.996 0.9989 0 8.867 2.837 19 7 75 6 diff --git a/Seminar/10gen/10_run_pyramid/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/10_run_pyramid_1/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_1/aggregated_all.tsv new file mode 100644 index 0000000..b29a1ef --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_1/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 103458584344 +Wall Time (ms): 4883 +CPU Cycles: 77480303365448520 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 325390336 +2 305 344604672 +3 537 352976896 +4 767 357990400 +5 977 367431680 +6 1199 375902208 +7 1413 381067264 +8 1621 385622016 +9 1802 390356992 +10 1968 396890112 +11 2097 403206144 +12 2367 287698944 +13 2488 290922496 +14 2597 295067648 +15 2708 298225664 +16 2809 302002176 +17 2912 306515968 +18 3008 309760000 +19 3099 313638912 +20 3183 317530112 +21 3246 320180224 +22 3468 231022592 +23 3539 233766912 +24 3599 236609536 +25 3664 240349184 +26 3718 243736576 +27 3773 246452224 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16.1206 3.4087 39 5 39 6 0.97457 0.99845 0 16.8762 3.3712 39 5 54 5 +2 0 0.99017 0.9985 0 15.4151 3.476 37 5 53 6 0.97975 0.9985 0 16.3893 3.4062 37 5 54 5 +3 0 0.99287 0.99853 0.0997 14.739 3.5407 27 4 30 6 0.98303 0.99853 0 15.9768 3.4399 27 4 54 5 +4 0 0.99413 0.99855 0 14.0916 3.5449 24 4 29 5 0.98526 0.99855 0 15.5995 3.4607 24 4 54 5 +5 0 0.99462 0.99858 0.09968 13.3194 3.4952 24 4 26 5 0.98681 0.99858 0 15.2196 3.4664 24 4 54 5 +6 0 0.99387 0.99862 0 13.0581 3.4865 32 5 44 8 0.98783 0.99862 0 14.9107 3.4694 32 5 54 5 +7 0 0.99488 0.99865 0 12.8089 3.4979 39 6 32 6 0.98873 0.99865 0 14.6482 3.4729 39 6 54 5 +8 0 0.995 0.99865 0.09956 12.5514 3.484 39 6 47 8 0.9894 0.99865 0 14.4151 3.4743 39 6 54 5 +9 0 0.99599 0.99866 0.19925 12.0267 3.4446 37 7 33 7 0.99007 0.99866 0 14.1763 3.4711 37 7 54 5 +10 0 0.69648 0.69911 0.09976 8.3787 2.4414 32 5 14 3 0.69328 0.69911 0 10.0158 2.469 32 5 42 4 +11 0 0.69671 0.69911 0.09976 7.9461 2.3763 32 5 25 5 0.69358 0.69911 0 9.8432 2.4613 32 5 42 4 +12 0 0.69698 0.69911 0.19936 7.7969 2.357 32 5 27 5 0.69383 0.69911 0 9.6859 2.4531 32 5 42 4 +13 0 0.69698 0.69911 0.19953 7.3372 2.2772 32 5 19 5 0.69406 0.69911 0 9.518 2.4405 32 5 42 4 +14 0 0.69685 0.69911 0.19954 7.0912 2.2297 32 5 12 4 0.69425 0.69911 0 9.3562 2.4266 32 5 42 4 +15 0 0.6971 0.69911 0.19931 6.9264 2.2297 32 5 17 4 0.69441 0.69911 0 9.2045 2.4142 32 5 42 4 +16 0 0.69772 0.69911 0.19931 6.6462 2.1737 32 5 14 4 0.69461 0.69911 0 9.054 2.4001 32 5 42 4 +17 0 0.69755 0.69911 0.14783 6.4678 2.116 31 5 20 5 0.69479 0.69911 0 8.9103 2.3843 31 5 42 4 +18 0 0.69773 0.69914 0.29709 6.2801 2.0711 35 6 19 4 0.69494 0.69914 0 8.7718 2.368 35 6 42 4 +19 0 0.69785 0.69914 0.29881 6.0108 2.0175 35 6 17 5 0.69509 0.69914 0 8.6338 2.3503 35 6 42 4 +20 0 0.498 0.4994 0.19927 4.2602 1.4211 19 4 13 3 0.49654 0.4994 0 6.348 1.7073 19 4 26 2 +21 0 0.49875 0.4994 0.29924 4.1753 1.4088 18 4 15 2 0.49665 0.4994 0 6.2494 1.6937 18 4 26 2 +22 0 0.49836 0.4994 0.19927 3.9841 1.3669 18 4 10 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1.7066 0.649 6 1 4 1 0.29848 0.29966 0 2.9515 0.8812 6 1 19 1 +34 0 0.29927 0.29966 0.19891 1.6792 0.6359 6 1 2 1 0.2985 0.29966 0 2.9152 0.8742 6 1 19 1 +35 0 0.29928 0.29966 0.19959 1.713 0.6476 6 1 1 0 0.29853 0.29966 0 2.8817 0.868 6 1 19 1 +36 0 0.29902 0.29966 0 1.6783 0.6379 6 1 7 2 0.29853 0.29966 0 2.8492 0.8617 6 1 19 1 +37 0 0.2989 0.29966 0 1.6592 0.6331 6 1 10 2 0.29854 0.29966 0 2.8178 0.8556 6 1 19 1 +38 0 0.29928 0.29966 0.19951 1.6186 0.6198 6 1 2 1 0.29856 0.29966 0 2.7871 0.8496 6 1 19 1 +39 0 0.29927 0.29966 0.1995 1.635 0.6288 6 1 2 1 0.29859 0.29966 0 2.7583 0.8441 6 1 19 1 +40 0 0.1996 0.19978 0.19956 1.05 0.4119 4 1 1 0 0.19906 0.19978 0 1.8547 0.5775 4 1 11 1 +41 0 0.19948 0.19978 0.0998 1.013 0.4001 4 1 2 0 0.19908 0.19978 0 1.8346 0.5733 4 1 11 1 +42 0 0.19935 0.19978 0 1.0068 0.3937 4 1 2 0 0.19908 0.19978 0 1.8154 0.5691 4 1 11 1 +43 0 0.1996 0.19978 0.19947 0.9569 0.3768 4 1 1 0 0.1991 0.19978 0 1.7959 0.5647 4 1 11 1 +44 0 0.19947 0.19978 0.09979 0.9516 0.3716 4 1 1 0 0.1991 0.19978 0 1.7771 0.5605 4 1 11 1 +45 0 0.1996 0.19978 0.19956 0.9591 0.3698 4 1 1 0 0.19911 0.19978 0 1.7593 0.5563 4 1 11 1 +46 0 0.19935 0.19978 0 0.9329 0.3589 4 1 3 1 0.19911 0.19978 0 1.7417 0.5521 4 1 11 1 +47 0 0.19936 0.19978 0.09976 0.9395 0.3653 4 1 2 0 0.19912 0.19978 0 1.725 0.5482 4 1 11 1 +48 0 0.19961 0.19978 0.19953 0.9423 0.3688 4 1 2 0 0.19913 0.19978 0 1.7091 0.5445 4 1 11 1 +49 0 0.19961 0.19978 0.19953 0.9443 0.3683 4 1 1 0 0.19915 0.19978 0 1.6937 0.541 4 1 11 1 +50 0 0.09967 0.09989 0 0.4989 0.1929 1 0 0 0 0.0996 0.09989 0 0.8867 0.2837 1 0 7 0 diff --git a/Seminar/10gen/10_run_pyramid_1/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_1/aggregated_best_fitness.tsv new file mode 100644 index 0000000..727e52e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_1/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4883 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4830 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Hits Total +2574 2810 +Percent Hit: 91.6014% +Fitness +0.998935 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1062 74 1512 162 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.968 0.9985 0 15.905 3.269 6 4 75 6 0.968 0.9985 0 15.905 3.269 6 4 75 6 +1 0 0.9905 0.9985 0 15.591 3.449 6 4 40 7 0.9793 0.9985 0 15.748 3.359 6 4 75 6 +2 0 0.9905 0.9985 0 15.284 3.495 6 4 28 6 0.983 0.9985 0 15.593 3.404 6 4 75 6 +3 0 0.9942 0.9985 0 15.488 3.625 6 4 46 10 0.9858 0.9985 0 15.567 3.459 6 4 75 6 +4 0 0.9942 0.9985 0 14.645 3.619 6 4 42 9 0.9875 0.9985 0 15.383 3.491 6 4 75 6 +5 0 0.9955 0.9985 0 14.884 3.754 6 4 29 6 0.9888 0.9985 0 15.299 3.535 6 4 75 6 +6 0 0.9967 0.9985 0 14.062 3.746 6 4 83 15 0.99 0.9985 0 15.123 3.565 6 4 75 6 +7 0 0.9955 0.9986 0 13.626 3.775 22 6 7 3 0.9907 0.9986 0 14.936 3.591 22 6 75 6 +8 0 0.993 0.9986 0 13.319 3.779 22 6 59 8 0.9909 0.9986 0 14.756 3.612 22 6 75 6 +9 0 0.9954 0.9986 0 12.955 3.874 22 6 48 8 0.9914 0.9986 0 14.576 3.638 22 6 75 6 +10 0 0.9967 0.9986 0 12.011 3.745 22 6 37 7 0.9919 0.9986 0 14.343 3.648 22 6 75 6 +11 0 0.9942 0.9986 0 11.555 3.562 22 6 27 8 0.9921 0.9986 0 14.11 3.641 22 6 75 6 +12 0 0.998 0.9986 0.998 10.476 3.394 22 6 4 2 0.9925 0.9986 0 13.831 3.622 22 6 75 6 +13 0 0.9967 0.9986 0 10.363 3.429 22 6 22 7 0.9928 0.9986 0 13.583 3.608 22 6 75 6 +14 0 0.9967 0.9986 0 10.415 3.425 22 6 16 6 0.9931 0.9986 0 13.372 3.596 22 6 75 6 +15 0 0.9955 0.9986 0 10.926 3.546 22 6 40 10 0.9932 0.9986 0 13.219 3.593 22 6 75 6 +16 0 0.9967 0.9986 0 10.002 3.322 22 6 13 5 0.9934 0.9986 0 13.03 3.577 22 6 75 6 +17 0 0.9955 0.9986 0 10.17 3.356 22 6 39 13 0.9936 0.9986 0 12.871 3.565 22 6 75 6 +18 0 0.9967 0.9989 0 9.459 3.221 56 14 13 5 0.9937 0.9989 0 12.691 3.547 56 14 75 6 +19 0 0.9955 0.9989 0 9.619 3.216 56 14 24 12 0.9938 0.9989 0 12.538 3.53 56 14 75 6 +20 0 0.9955 0.9989 0 9.348 3.126 56 14 25 7 0.9939 0.9989 0 12.386 3.511 56 14 75 6 +21 0 0.998 0.9989 0.998 9.106 3.081 56 14 2 1 0.9941 0.9989 0 12.237 3.491 56 14 75 6 +22 0 0.9967 0.9989 0 9.012 3.084 56 14 10 4 0.9942 0.9989 0 12.097 3.474 56 14 75 6 +23 0 0.9955 0.9989 0 8.127 2.84 56 14 10 4 0.9942 0.9989 0 11.931 3.447 56 14 75 6 +24 0 0.9967 0.9989 0 8.361 2.894 56 14 46 10 0.9943 0.9989 0 11.788 3.425 56 14 75 6 +25 0 0.998 0.9989 0.9965 8.245 2.815 56 14 3 1 0.9945 0.9989 0 11.652 3.402 56 14 75 6 +26 0 0.998 0.9989 0.9919 7.596 2.663 56 14 28 9 0.9946 0.9989 0 11.502 3.374 56 14 75 6 +27 0 0.998 0.9989 0.9965 7.261 2.65 56 14 3 1 0.9947 0.9989 0 11.35 3.348 56 14 75 6 +28 0 0.9967 0.9989 0 7.173 2.635 56 14 29 9 0.9948 0.9989 0 11.206 3.324 56 14 75 6 +29 0 0.998 0.9989 0.9965 6.508 2.417 56 14 3 1 0.9949 0.9989 0 11.05 3.294 56 14 75 6 +30 0 0.998 0.9989 0.9979 6.636 2.444 56 14 3 1 0.995 0.9989 0 10.907 3.266 56 14 75 6 +31 0 0.998 0.9989 0.998 6.079 2.296 19 7 1 0 0.9951 0.9989 0 10.756 3.236 19 7 75 6 +32 0 0.9968 0.9989 0 6.287 2.394 19 7 11 5 0.9952 0.9989 0 10.621 3.21 19 7 75 6 +33 0 0.9968 0.9989 0 6.468 2.413 19 7 17 9 0.9952 0.9989 0 10.499 3.187 19 7 75 6 +34 0 0.998 0.9989 0.998 6.5 2.41 19 7 3 1 0.9953 0.9989 0 10.385 3.165 19 7 75 6 +35 0 0.998 0.9989 0.998 6.434 2.38 19 7 3 1 0.9954 0.9989 0 10.275 3.143 19 7 75 6 +36 0 0.9967 0.9989 0 6.509 2.421 19 7 47 13 0.9954 0.9989 0 10.173 3.123 19 7 75 6 +37 0 0.9967 0.9989 0 6.341 2.391 19 7 59 13 0.9954 0.9989 0 10.072 3.104 19 7 75 6 +38 0 0.998 0.9989 0.9977 5.896 2.244 19 7 7 2 0.9955 0.9989 0 9.965 3.082 19 7 75 6 +39 0 0.998 0.9989 0.998 6.022 2.303 19 7 4 3 0.9956 0.9989 0 9.867 3.063 19 7 75 6 +40 0 0.998 0.9989 0.9977 5.853 2.252 19 7 10 4 0.9956 0.9989 0 9.769 3.043 19 7 75 6 +41 0 0.998 0.9989 0.998 5.456 2.11 19 7 1 0 0.9957 0.9989 0 9.666 3.021 19 7 75 6 +42 0 0.9967 0.9989 0 5.433 2.094 19 7 10 4 0.9957 0.9989 0 9.568 2.999 19 7 75 6 +43 0 0.998 0.9989 0.9968 5.136 1.968 19 7 13 6 0.9958 0.9989 0 9.467 2.976 19 7 75 6 +44 0 0.9967 0.9989 0 5.145 1.985 19 7 9 3 0.9958 0.9989 0 9.371 2.954 19 7 75 6 +45 0 0.998 0.9989 0.9977 5.253 1.999 19 7 10 5 0.9958 0.9989 0 9.281 2.933 19 7 75 6 +46 0 0.9967 0.9989 0 5.104 1.955 19 7 21 7 0.9958 0.9989 0 9.192 2.912 19 7 75 6 +47 0 0.998 0.9989 0.9976 5.185 2.002 19 7 6 3 0.9959 0.9989 0 9.109 2.893 19 7 75 6 +48 0 0.998 0.9989 0.9979 4.979 1.916 19 7 7 3 0.9959 0.9989 0 9.025 2.873 19 7 75 6 +49 0 0.998 0.9989 0.9979 5.009 1.951 19 7 7 3 0.996 0.9989 0 8.944 2.855 19 7 75 6 +50 0 0.9967 0.9989 0 4.989 1.929 19 7 8 4 0.996 0.9989 0 8.867 2.837 19 7 75 6 diff --git a/Seminar/10gen/10_run_pyramid_1/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_1/aggregated_best_generations.tsv new file mode 100644 index 0000000..727e52e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_1/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4883 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4830 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Hits Total +2574 2810 +Percent Hit: 91.6014% +Fitness +0.998935 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1062 74 1512 162 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.968 0.9985 0 15.905 3.269 6 4 75 6 0.968 0.9985 0 15.905 3.269 6 4 75 6 +1 0 0.9905 0.9985 0 15.591 3.449 6 4 40 7 0.9793 0.9985 0 15.748 3.359 6 4 75 6 +2 0 0.9905 0.9985 0 15.284 3.495 6 4 28 6 0.983 0.9985 0 15.593 3.404 6 4 75 6 +3 0 0.9942 0.9985 0 15.488 3.625 6 4 46 10 0.9858 0.9985 0 15.567 3.459 6 4 75 6 +4 0 0.9942 0.9985 0 14.645 3.619 6 4 42 9 0.9875 0.9985 0 15.383 3.491 6 4 75 6 +5 0 0.9955 0.9985 0 14.884 3.754 6 4 29 6 0.9888 0.9985 0 15.299 3.535 6 4 75 6 +6 0 0.9967 0.9985 0 14.062 3.746 6 4 83 15 0.99 0.9985 0 15.123 3.565 6 4 75 6 +7 0 0.9955 0.9986 0 13.626 3.775 22 6 7 3 0.9907 0.9986 0 14.936 3.591 22 6 75 6 +8 0 0.993 0.9986 0 13.319 3.779 22 6 59 8 0.9909 0.9986 0 14.756 3.612 22 6 75 6 +9 0 0.9954 0.9986 0 12.955 3.874 22 6 48 8 0.9914 0.9986 0 14.576 3.638 22 6 75 6 +10 0 0.9967 0.9986 0 12.011 3.745 22 6 37 7 0.9919 0.9986 0 14.343 3.648 22 6 75 6 +11 0 0.9942 0.9986 0 11.555 3.562 22 6 27 8 0.9921 0.9986 0 14.11 3.641 22 6 75 6 +12 0 0.998 0.9986 0.998 10.476 3.394 22 6 4 2 0.9925 0.9986 0 13.831 3.622 22 6 75 6 +13 0 0.9967 0.9986 0 10.363 3.429 22 6 22 7 0.9928 0.9986 0 13.583 3.608 22 6 75 6 +14 0 0.9967 0.9986 0 10.415 3.425 22 6 16 6 0.9931 0.9986 0 13.372 3.596 22 6 75 6 +15 0 0.9955 0.9986 0 10.926 3.546 22 6 40 10 0.9932 0.9986 0 13.219 3.593 22 6 75 6 +16 0 0.9967 0.9986 0 10.002 3.322 22 6 13 5 0.9934 0.9986 0 13.03 3.577 22 6 75 6 +17 0 0.9955 0.9986 0 10.17 3.356 22 6 39 13 0.9936 0.9986 0 12.871 3.565 22 6 75 6 +18 0 0.9967 0.9989 0 9.459 3.221 56 14 13 5 0.9937 0.9989 0 12.691 3.547 56 14 75 6 +19 0 0.9955 0.9989 0 9.619 3.216 56 14 24 12 0.9938 0.9989 0 12.538 3.53 56 14 75 6 +20 0 0.9955 0.9989 0 9.348 3.126 56 14 25 7 0.9939 0.9989 0 12.386 3.511 56 14 75 6 +21 0 0.998 0.9989 0.998 9.106 3.081 56 14 2 1 0.9941 0.9989 0 12.237 3.491 56 14 75 6 +22 0 0.9967 0.9989 0 9.012 3.084 56 14 10 4 0.9942 0.9989 0 12.097 3.474 56 14 75 6 +23 0 0.9955 0.9989 0 8.127 2.84 56 14 10 4 0.9942 0.9989 0 11.931 3.447 56 14 75 6 +24 0 0.9967 0.9989 0 8.361 2.894 56 14 46 10 0.9943 0.9989 0 11.788 3.425 56 14 75 6 +25 0 0.998 0.9989 0.9965 8.245 2.815 56 14 3 1 0.9945 0.9989 0 11.652 3.402 56 14 75 6 +26 0 0.998 0.9989 0.9919 7.596 2.663 56 14 28 9 0.9946 0.9989 0 11.502 3.374 56 14 75 6 +27 0 0.998 0.9989 0.9965 7.261 2.65 56 14 3 1 0.9947 0.9989 0 11.35 3.348 56 14 75 6 +28 0 0.9967 0.9989 0 7.173 2.635 56 14 29 9 0.9948 0.9989 0 11.206 3.324 56 14 75 6 +29 0 0.998 0.9989 0.9965 6.508 2.417 56 14 3 1 0.9949 0.9989 0 11.05 3.294 56 14 75 6 +30 0 0.998 0.9989 0.9979 6.636 2.444 56 14 3 1 0.995 0.9989 0 10.907 3.266 56 14 75 6 +31 0 0.998 0.9989 0.998 6.079 2.296 19 7 1 0 0.9951 0.9989 0 10.756 3.236 19 7 75 6 +32 0 0.9968 0.9989 0 6.287 2.394 19 7 11 5 0.9952 0.9989 0 10.621 3.21 19 7 75 6 +33 0 0.9968 0.9989 0 6.468 2.413 19 7 17 9 0.9952 0.9989 0 10.499 3.187 19 7 75 6 +34 0 0.998 0.9989 0.998 6.5 2.41 19 7 3 1 0.9953 0.9989 0 10.385 3.165 19 7 75 6 +35 0 0.998 0.9989 0.998 6.434 2.38 19 7 3 1 0.9954 0.9989 0 10.275 3.143 19 7 75 6 +36 0 0.9967 0.9989 0 6.509 2.421 19 7 47 13 0.9954 0.9989 0 10.173 3.123 19 7 75 6 +37 0 0.9967 0.9989 0 6.341 2.391 19 7 59 13 0.9954 0.9989 0 10.072 3.104 19 7 75 6 +38 0 0.998 0.9989 0.9977 5.896 2.244 19 7 7 2 0.9955 0.9989 0 9.965 3.082 19 7 75 6 +39 0 0.998 0.9989 0.998 6.022 2.303 19 7 4 3 0.9956 0.9989 0 9.867 3.063 19 7 75 6 +40 0 0.998 0.9989 0.9977 5.853 2.252 19 7 10 4 0.9956 0.9989 0 9.769 3.043 19 7 75 6 +41 0 0.998 0.9989 0.998 5.456 2.11 19 7 1 0 0.9957 0.9989 0 9.666 3.021 19 7 75 6 +42 0 0.9967 0.9989 0 5.433 2.094 19 7 10 4 0.9957 0.9989 0 9.568 2.999 19 7 75 6 +43 0 0.998 0.9989 0.9968 5.136 1.968 19 7 13 6 0.9958 0.9989 0 9.467 2.976 19 7 75 6 +44 0 0.9967 0.9989 0 5.145 1.985 19 7 9 3 0.9958 0.9989 0 9.371 2.954 19 7 75 6 +45 0 0.998 0.9989 0.9977 5.253 1.999 19 7 10 5 0.9958 0.9989 0 9.281 2.933 19 7 75 6 +46 0 0.9967 0.9989 0 5.104 1.955 19 7 21 7 0.9958 0.9989 0 9.192 2.912 19 7 75 6 +47 0 0.998 0.9989 0.9976 5.185 2.002 19 7 6 3 0.9959 0.9989 0 9.109 2.893 19 7 75 6 +48 0 0.998 0.9989 0.9979 4.979 1.916 19 7 7 3 0.9959 0.9989 0 9.025 2.873 19 7 75 6 +49 0 0.998 0.9989 0.9979 5.009 1.951 19 7 7 3 0.996 0.9989 0 8.944 2.855 19 7 75 6 +50 0 0.9967 0.9989 0 4.989 1.929 19 7 8 4 0.996 0.9989 0 8.867 2.837 19 7 75 6 diff --git a/Seminar/10gen/10_run_pyramid_1/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_1/aggregated_best_hits.tsv new file mode 100644 index 0000000..727e52e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_1/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4883 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16426010434 +Wall Time (ms): 4830 +CPU Cycles: 7748036007998631 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32612352 +2 272 35028992 +3 547 35835904 +4 803 36319232 +5 1017 37404672 +6 1254 38031360 +7 1481 38146048 +8 1814 38559744 +9 1936 39620608 +10 2092 40140800 +11 2184 40194048 +12 2343 41091072 +13 2475 41492480 +14 2587 42336256 +15 2681 42606592 +16 2763 42827776 +17 2873 43438080 +18 2960 44179456 +19 3047 43741184 +20 3154 45318144 +21 3223 45682688 +22 3470 45813760 +23 3531 45764608 +24 3602 46440448 +25 3667 47214592 +26 3722 48214016 +27 3788 49078272 +28 3858 49586176 +29 3912 50335744 +30 3968 51003392 +31 4011 50520064 +32 4102 51515392 +33 4144 51924992 +34 4182 52576256 +35 4220 53313536 +36 4269 53059584 +37 4314 53993472 +38 4354 54034432 +39 4395 54444032 +40 4431 54898688 +41 4463 55074816 +42 4513 55377920 +43 4546 55480320 +44 4577 55783424 +45 4609 55705600 +46 4644 56471552 +47 4673 56688640 +48 4704 57405440 +49 4738 57835520 +50 4763 58290176 +51 4795 58499072 +Hits Total +2574 2810 +Percent Hit: 91.6014% +Fitness +0.998935 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1062 74 1512 162 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.968 0.9985 0 15.905 3.269 6 4 75 6 0.968 0.9985 0 15.905 3.269 6 4 75 6 +1 0 0.9905 0.9985 0 15.591 3.449 6 4 40 7 0.9793 0.9985 0 15.748 3.359 6 4 75 6 +2 0 0.9905 0.9985 0 15.284 3.495 6 4 28 6 0.983 0.9985 0 15.593 3.404 6 4 75 6 +3 0 0.9942 0.9985 0 15.488 3.625 6 4 46 10 0.9858 0.9985 0 15.567 3.459 6 4 75 6 +4 0 0.9942 0.9985 0 14.645 3.619 6 4 42 9 0.9875 0.9985 0 15.383 3.491 6 4 75 6 +5 0 0.9955 0.9985 0 14.884 3.754 6 4 29 6 0.9888 0.9985 0 15.299 3.535 6 4 75 6 +6 0 0.9967 0.9985 0 14.062 3.746 6 4 83 15 0.99 0.9985 0 15.123 3.565 6 4 75 6 +7 0 0.9955 0.9986 0 13.626 3.775 22 6 7 3 0.9907 0.9986 0 14.936 3.591 22 6 75 6 +8 0 0.993 0.9986 0 13.319 3.779 22 6 59 8 0.9909 0.9986 0 14.756 3.612 22 6 75 6 +9 0 0.9954 0.9986 0 12.955 3.874 22 6 48 8 0.9914 0.9986 0 14.576 3.638 22 6 75 6 +10 0 0.9967 0.9986 0 12.011 3.745 22 6 37 7 0.9919 0.9986 0 14.343 3.648 22 6 75 6 +11 0 0.9942 0.9986 0 11.555 3.562 22 6 27 8 0.9921 0.9986 0 14.11 3.641 22 6 75 6 +12 0 0.998 0.9986 0.998 10.476 3.394 22 6 4 2 0.9925 0.9986 0 13.831 3.622 22 6 75 6 +13 0 0.9967 0.9986 0 10.363 3.429 22 6 22 7 0.9928 0.9986 0 13.583 3.608 22 6 75 6 +14 0 0.9967 0.9986 0 10.415 3.425 22 6 16 6 0.9931 0.9986 0 13.372 3.596 22 6 75 6 +15 0 0.9955 0.9986 0 10.926 3.546 22 6 40 10 0.9932 0.9986 0 13.219 3.593 22 6 75 6 +16 0 0.9967 0.9986 0 10.002 3.322 22 6 13 5 0.9934 0.9986 0 13.03 3.577 22 6 75 6 +17 0 0.9955 0.9986 0 10.17 3.356 22 6 39 13 0.9936 0.9986 0 12.871 3.565 22 6 75 6 +18 0 0.9967 0.9989 0 9.459 3.221 56 14 13 5 0.9937 0.9989 0 12.691 3.547 56 14 75 6 +19 0 0.9955 0.9989 0 9.619 3.216 56 14 24 12 0.9938 0.9989 0 12.538 3.53 56 14 75 6 +20 0 0.9955 0.9989 0 9.348 3.126 56 14 25 7 0.9939 0.9989 0 12.386 3.511 56 14 75 6 +21 0 0.998 0.9989 0.998 9.106 3.081 56 14 2 1 0.9941 0.9989 0 12.237 3.491 56 14 75 6 +22 0 0.9967 0.9989 0 9.012 3.084 56 14 10 4 0.9942 0.9989 0 12.097 3.474 56 14 75 6 +23 0 0.9955 0.9989 0 8.127 2.84 56 14 10 4 0.9942 0.9989 0 11.931 3.447 56 14 75 6 +24 0 0.9967 0.9989 0 8.361 2.894 56 14 46 10 0.9943 0.9989 0 11.788 3.425 56 14 75 6 +25 0 0.998 0.9989 0.9965 8.245 2.815 56 14 3 1 0.9945 0.9989 0 11.652 3.402 56 14 75 6 +26 0 0.998 0.9989 0.9919 7.596 2.663 56 14 28 9 0.9946 0.9989 0 11.502 3.374 56 14 75 6 +27 0 0.998 0.9989 0.9965 7.261 2.65 56 14 3 1 0.9947 0.9989 0 11.35 3.348 56 14 75 6 +28 0 0.9967 0.9989 0 7.173 2.635 56 14 29 9 0.9948 0.9989 0 11.206 3.324 56 14 75 6 +29 0 0.998 0.9989 0.9965 6.508 2.417 56 14 3 1 0.9949 0.9989 0 11.05 3.294 56 14 75 6 +30 0 0.998 0.9989 0.9979 6.636 2.444 56 14 3 1 0.995 0.9989 0 10.907 3.266 56 14 75 6 +31 0 0.998 0.9989 0.998 6.079 2.296 19 7 1 0 0.9951 0.9989 0 10.756 3.236 19 7 75 6 +32 0 0.9968 0.9989 0 6.287 2.394 19 7 11 5 0.9952 0.9989 0 10.621 3.21 19 7 75 6 +33 0 0.9968 0.9989 0 6.468 2.413 19 7 17 9 0.9952 0.9989 0 10.499 3.187 19 7 75 6 +34 0 0.998 0.9989 0.998 6.5 2.41 19 7 3 1 0.9953 0.9989 0 10.385 3.165 19 7 75 6 +35 0 0.998 0.9989 0.998 6.434 2.38 19 7 3 1 0.9954 0.9989 0 10.275 3.143 19 7 75 6 +36 0 0.9967 0.9989 0 6.509 2.421 19 7 47 13 0.9954 0.9989 0 10.173 3.123 19 7 75 6 +37 0 0.9967 0.9989 0 6.341 2.391 19 7 59 13 0.9954 0.9989 0 10.072 3.104 19 7 75 6 +38 0 0.998 0.9989 0.9977 5.896 2.244 19 7 7 2 0.9955 0.9989 0 9.965 3.082 19 7 75 6 +39 0 0.998 0.9989 0.998 6.022 2.303 19 7 4 3 0.9956 0.9989 0 9.867 3.063 19 7 75 6 +40 0 0.998 0.9989 0.9977 5.853 2.252 19 7 10 4 0.9956 0.9989 0 9.769 3.043 19 7 75 6 +41 0 0.998 0.9989 0.998 5.456 2.11 19 7 1 0 0.9957 0.9989 0 9.666 3.021 19 7 75 6 +42 0 0.9967 0.9989 0 5.433 2.094 19 7 10 4 0.9957 0.9989 0 9.568 2.999 19 7 75 6 +43 0 0.998 0.9989 0.9968 5.136 1.968 19 7 13 6 0.9958 0.9989 0 9.467 2.976 19 7 75 6 +44 0 0.9967 0.9989 0 5.145 1.985 19 7 9 3 0.9958 0.9989 0 9.371 2.954 19 7 75 6 +45 0 0.998 0.9989 0.9977 5.253 1.999 19 7 10 5 0.9958 0.9989 0 9.281 2.933 19 7 75 6 +46 0 0.9967 0.9989 0 5.104 1.955 19 7 21 7 0.9958 0.9989 0 9.192 2.912 19 7 75 6 +47 0 0.998 0.9989 0.9976 5.185 2.002 19 7 6 3 0.9959 0.9989 0 9.109 2.893 19 7 75 6 +48 0 0.998 0.9989 0.9979 4.979 1.916 19 7 7 3 0.9959 0.9989 0 9.025 2.873 19 7 75 6 +49 0 0.998 0.9989 0.9979 5.009 1.951 19 7 7 3 0.996 0.9989 0 8.944 2.855 19 7 75 6 +50 0 0.9967 0.9989 0 4.989 1.929 19 7 8 4 0.996 0.9989 0 8.867 2.837 19 7 75 6 diff --git a/Seminar/10gen/10_run_pyramid_10/aggregated.tsv b/Seminar/10gen/10_run_pyramid_10/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_10/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_10/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_10/aggregated_all.tsv new file mode 100644 index 0000000..7722dcf --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_10/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 94432686506 +Wall Time (ms): 4516 +CPU Cycles: 77597664593699017 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 324812800 +2 304 343924736 +3 537 350793728 +4 743 359280640 +5 953 365215744 +6 1150 371351552 +7 1363 377847808 +8 1552 383885312 +9 1722 389406720 +10 1830 394928128 +11 1931 402542592 +12 2201 283840512 +13 2304 287932416 +14 2411 291393536 +15 2503 296325120 +16 2587 300056576 +17 2678 302149632 +18 2763 305385472 +19 2851 309370880 +20 2932 313995264 +21 2993 316190720 +22 3135 227856384 +23 3198 229974016 +24 3248 232542208 +25 3303 236003328 +26 3357 239214592 +27 3412 241745920 +28 3468 242774016 +29 3519 246386688 +30 3564 245620736 +31 3601 247066624 +32 3727 149344256 +33 3766 150052864 +34 3805 152174592 +35 3845 154320896 +36 3880 155017216 +37 3917 156274688 +38 3952 158126080 +39 3988 158912512 +40 4027 160063488 +41 4063 160518144 +42 4122 107732992 +43 4153 108728320 +44 4187 110014464 +45 4221 110501888 +46 4253 111321088 +47 4286 112218112 +48 4321 112242688 +49 4351 114159616 +50 4384 113340416 +51 4416 114311168 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9443268650 +Wall Time (ms): 3272 +CPU Cycles: 7759766459369901 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32481280 +2 304 34392473 +3 537 35079372 +4 743 35928064 +5 953 36521574 +6 1150 37135155 +7 1363 37784780 +8 1552 38388531 +9 1722 38940672 +10 1830 39492812 +11 1931 40254259 +12 2201 40548644 +13 2304 41133202 +14 2411 41627648 +15 2503 42332160 +16 2587 42865225 +17 2678 43164233 +18 2763 43626496 +19 2851 44195840 +20 2932 44856466 +21 2993 45170102 +22 3135 45571276 +23 3198 45994803 +24 3248 46508441 +25 3303 47200665 +26 3357 47842918 +27 3412 48349184 +28 3468 48554803 +29 3519 49277337 +30 3564 49124147 +31 3601 49413324 +32 3727 49781418 +33 3766 50017621 +34 3805 50724864 +35 3845 51440298 +36 3880 51672405 +37 3917 52091562 +38 3952 52708693 +39 3988 52970837 +40 4027 53354496 +41 4063 53506048 +42 4122 53866496 +43 4153 54364160 +44 4187 55007232 +45 4221 55250944 +46 4253 55660544 +47 4286 56109056 +48 4321 56121344 +49 4351 57079808 +50 4384 56670208 +51 4416 57155584 +Hits Total +2162 2810 +Percent Hit: 76.9395% +Fitness +0.998689 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +855 268 1307 379 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96116 0.99844 0 17.8599 3.3796 46 5 48 5 0.96116 0.99844 0 17.8599 3.3796 46 5 48 5 +1 0 0.99034 0.99851 0 15.9719 3.4406 42 4 40 5 0.97576 0.99851 0 16.9159 3.4102 42 4 48 5 +2 0 0.99264 0.99859 0 14.9869 3.4642 31 4 41 6 0.98138 0.99859 0 16.273 3.4282 31 4 48 5 +3 0 0.99217 0.99859 0 14.3871 3.5055 31 4 42 7 0.98407 0.99859 0 15.8016 3.4474 31 4 48 5 +4 0 0.99476 0.99859 0.19948 13.6066 3.4881 31 4 30 6 0.9862 0.99859 0 15.3626 3.4556 31 4 48 5 +5 0 0.99366 0.99862 0 12.8126 3.4365 34 4 42 6 0.98747 0.99862 0 14.9376 3.4524 34 4 48 5 +6 0 0.99464 0.99862 0 12.223 3.3989 34 4 36 7 0.98849 0.99862 0 14.5498 3.4446 34 4 48 5 +7 0 0.99362 0.99863 0 11.4672 3.3205 35 5 49 8 0.98911 0.99863 0 14.1643 3.4293 35 5 48 5 +8 0 0.99575 0.99867 0.19266 10.7703 3.2378 32 4 37 8 0.98986 0.99867 0 13.7872 3.4077 32 4 48 5 +9 0 0.99442 0.99868 0 10.2952 3.1754 28 4 33 8 0.99032 0.99868 0 13.4381 3.3848 28 4 48 5 +10 0 0.69697 0.69913 0.19949 6.8026 2.1534 19 3 9 3 0.69364 0.69913 0 9.1276 2.347 19 3 27 3 +11 0 0.69707 0.69913 0 6.4652 2.059 19 3 22 5 0.69393 0.69913 0 8.9057 2.323 19 3 27 3 +12 0 0.69761 0.69914 0.19952 6.2231 2.0109 20 3 16 4 0.69422 0.69914 0 8.6994 2.2989 20 3 27 3 +13 0 0.69774 0.69914 0.19927 6.0402 1.9625 20 3 21 4 0.69447 0.69914 0 8.5094 2.275 20 3 27 3 +14 0 0.69762 0.69914 0.1996 6.1201 1.9788 20 3 13 3 0.69468 0.69914 0 8.3501 2.2552 20 3 27 3 +15 0 0.69822 0.69914 0.59834 5.9654 1.9317 19 3 14 4 0.6949 0.69914 0 8.2012 2.2351 19 3 27 3 +16 0 0.69737 0.69914 0.09978 5.729 1.8959 19 3 6 2 0.69504 0.69914 0 8.0558 2.2151 19 3 27 3 +17 0 0.69822 0.69914 0.39909 5.4901 1.8475 19 3 15 4 0.69522 0.69914 0 7.9131 2.1948 19 3 27 3 +18 0 0.69799 0.69914 0.19923 5.4889 1.8407 19 3 13 3 0.69536 0.69914 0 7.7855 2.1759 19 3 27 3 +19 0 0.69786 0.69914 0.39893 5.3245 1.8117 19 3 9 3 0.69548 0.69914 0 7.6624 2.158 19 3 27 3 +20 0 0.49864 0.49941 0.29935 3.4481 1.2022 12 2 10 3 0.49699 0.49941 0 5.1941 1.4949 12 2 17 2 +21 0 0.49864 0.49941 0.29935 3.3441 1.1836 12 2 12 2 0.49707 0.49941 0 5.11 1.4809 12 2 17 2 +22 0 0.49876 0.49941 0.29935 3.1804 1.1387 12 2 10 2 0.49714 0.49941 0 5.0261 1.4661 12 2 17 2 +23 0 0.49815 0.49941 0.09978 3.1966 1.1704 12 2 6 2 0.49718 0.49941 0 4.9498 1.4536 12 2 17 2 +24 0 0.49901 0.49941 0.49867 3.1294 1.1398 12 2 4 1 0.49725 0.49941 0 4.877 1.4411 12 2 17 2 +25 0 0.49901 0.49941 0.49867 3.0819 1.1331 12 2 3 1 0.49733 0.49941 0 4.8081 1.4292 12 2 17 2 +26 0 0.4984 0.49941 0.09977 2.9433 1.0984 12 2 11 3 0.49736 0.49941 0 4.7389 1.417 12 2 17 2 +27 0 0.49901 0.49941 0.49855 2.8764 1.0726 12 2 6 2 0.49743 0.49941 0 4.6725 1.4047 12 2 17 2 +28 0 0.49876 0.49941 0.39908 2.7844 1.038 12 2 6 2 0.49746 0.49941 0 4.6073 1.3921 12 2 17 2 +29 0 0.49864 0.49941 0.29935 2.7898 1.037 12 2 3 1 0.49751 0.49941 0 4.5468 1.3802 12 2 17 2 +30 0 0.29917 0.29967 0.09979 1.828 0.6512 11 1 5 1 0.29842 0.29967 0 2.8333 0.833 11 1 13 1 +31 0 0.29917 0.29967 0.09977 1.8194 0.6463 11 1 5 1 0.29843 0.29967 0 2.8016 0.8273 11 1 13 1 +32 0 0.29941 0.29967 0.29934 1.8127 0.6415 11 1 2 0 0.29846 0.29967 0 2.7716 0.8216 11 1 13 1 +33 0 0.29941 0.29967 0.29932 1.8437 0.651 11 1 2 0 0.29849 0.29967 0 2.7443 0.8166 11 1 13 1 +34 0 0.29929 0.29967 0.19955 1.7506 0.6325 11 1 4 1 0.29851 0.29967 0 2.716 0.8114 11 1 13 1 +35 0 0.29892 0.29967 0.0998 1.6698 0.6065 11 1 3 1 0.29853 0.29967 0 2.6869 0.8057 11 1 13 1 +36 0 0.29929 0.29967 0.1995 1.6349 0.6019 11 1 2 0 0.29855 0.29967 0 2.6585 0.8001 11 1 13 1 +37 0 0.29929 0.29967 0.19958 1.7169 0.6186 11 1 4 1 0.29857 0.29967 0 2.6337 0.7953 11 1 13 1 +38 0 0.29916 0.29967 0.19958 1.6826 0.6156 11 1 5 1 0.29858 0.29967 0 2.6093 0.7906 11 1 13 1 +39 0 0.29917 0.29967 0.09976 1.7344 0.6184 11 1 5 1 0.2986 0.29967 0 2.5874 0.7865 11 1 13 1 +40 0 0.19948 0.19978 0.09978 1.0941 0.4021 5 1 3 0 0.1991 0.19978 0 1.648 0.5161 5 1 9 1 +41 0 0.19948 0.19978 0.09979 1.0883 0.3987 5 1 2 0 0.19912 0.19978 0 1.6348 0.5133 5 1 9 1 +42 0 0.19935 0.19978 0.0998 1.0893 0.3967 5 1 1 0 0.19912 0.19978 0 1.6221 0.5106 5 1 9 1 +43 0 0.19936 0.19978 0 1.0542 0.3919 5 1 3 1 0.19912 0.19978 0 1.6092 0.5079 5 1 9 1 +44 0 0.1996 0.19978 0.19951 1.0286 0.3784 5 1 1 0 0.19914 0.19978 0 1.5962 0.505 5 1 9 1 +45 0 0.19948 0.19978 0.09962 0.9917 0.3654 5 1 2 1 0.19914 0.19978 0 1.5831 0.502 5 1 9 1 +46 0 0.1996 0.19978 0.19954 1.0023 0.3697 5 1 2 0 0.19916 0.19978 0 1.5707 0.4991 5 1 9 1 +47 0 0.19948 0.19978 0.09956 1.0513 0.3914 5 1 0 0 0.19916 0.19978 0 1.5599 0.4969 5 1 9 1 +48 0 0.19948 0.19978 0.09979 1.0536 0.3983 5 1 1 0 0.19916 0.19978 0 1.5495 0.4949 5 1 9 1 +49 0 0.1996 0.19978 0.19955 1.0531 0.3983 5 1 1 0 0.19918 0.19978 0 1.5396 0.4929 5 1 9 1 +50 0 0.0998 0.09989 0.0998 0.505 0.1923 2 0 0 0 0.0996 0.09989 0 0.8005 0.2509 2 0 2 0 diff --git a/Seminar/10gen/10_run_pyramid_10/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_10/aggregated_best_fitness.tsv new file mode 100644 index 0000000..344471a --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_10/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 14710179484 +Wall Time (ms): 4516 +CPU Cycles: 7759771800699435 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 32583680 +2 354 34275328 +3 664 34746368 +4 920 36265984 +5 1152 36814848 +6 1371 37830656 +7 1562 38031360 +8 1776 38584320 +9 1898 38715392 +10 1956 39243776 +11 2010 39866368 +12 2200 40435712 +13 2291 40730624 +14 2378 41164800 +15 2479 41910272 +16 2572 42508288 +17 2666 42962944 +18 2761 43241472 +19 2874 43974656 +20 2962 44859392 +21 3014 45203456 +22 3131 45498368 +23 3197 46501888 +24 3257 47476736 +25 3313 47767552 +26 3369 47919104 +27 3437 48017408 +28 3496 48267264 +29 3559 49754112 +30 3603 49352704 +31 3634 49197056 +32 3725 49537024 +33 3761 49561600 +34 3799 50454528 +35 3834 51466240 +36 3865 52006912 +37 3903 52543488 +38 3942 53329920 +39 3979 53448704 +40 4020 53755904 +41 4053 53485568 +42 4120 53989376 +43 4151 54829056 +44 4187 55103488 +45 4220 55275520 +46 4251 56074240 +47 4285 56623104 +48 4322 56426496 +49 4351 57643008 +50 4383 56786944 +51 4414 57761792 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 14710179484 +Wall Time (ms): 4456 +CPU Cycles: 7759771800699435 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 32583680 +2 354 34275328 +3 664 34746368 +4 920 36265984 +5 1152 36814848 +6 1371 37830656 +7 1562 38031360 +8 1776 38584320 +9 1898 38715392 +10 1956 39243776 +11 2010 39866368 +12 2200 40435712 +13 2291 40730624 +14 2378 41164800 +15 2479 41910272 +16 2572 42508288 +17 2666 42962944 +18 2761 43241472 +19 2874 43974656 +20 2962 44859392 +21 3014 45203456 +22 3131 45498368 +23 3197 46501888 +24 3257 47476736 +25 3313 47767552 +26 3369 47919104 +27 3437 48017408 +28 3496 48267264 +29 3559 49754112 +30 3603 49352704 +31 3634 49197056 +32 3725 49537024 +33 3761 49561600 +34 3799 50454528 +35 3834 51466240 +36 3865 52006912 +37 3903 52543488 +38 3942 53329920 +39 3979 53448704 +40 4020 53755904 +41 4053 53485568 +42 4120 53989376 +43 4151 54829056 +44 4187 55103488 +45 4220 55275520 +46 4251 56074240 +47 4285 56623104 +48 4322 56426496 +49 4351 57643008 +50 4383 56786944 +51 4414 57761792 +Hits Total +2584 2810 +Percent Hit: 91.9573% +Fitness +0.998924 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1037 84 1547 142 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9544 0.9984 0 18.262 3.441 77 6 22 5 0.9544 0.9984 0 18.262 3.441 77 6 22 5 +1 0 0.988 0.9986 0 16.296 3.603 69 7 10 4 0.9712 0.9986 0 17.279 3.522 69 7 22 5 +2 0 0.9955 0.9989 0 14.666 3.516 25 5 7 3 0.9793 0.9989 0 16.408 3.52 25 5 22 5 +3 0 0.9968 0.9989 0 14.349 3.436 25 5 11 5 0.9837 0.9989 0 15.893 3.499 25 5 22 5 +4 0 0.9943 0.9989 0 13.275 3.46 25 5 58 8 0.9858 0.9989 0 15.37 3.491 25 5 22 5 +5 0 0.9943 0.9989 0 12.67 3.436 25 5 12 5 0.9872 0.9989 0 14.92 3.482 25 5 22 5 +6 0 0.9955 0.9989 0 12.944 3.48 25 5 33 9 0.9884 0.9989 0 14.637 3.482 25 5 22 5 +7 0 0.9943 0.9989 0 11.981 3.289 25 5 102 12 0.9891 0.9989 0 14.305 3.458 25 5 22 5 +8 0 0.9968 0.9989 0 10.851 3.095 25 5 56 7 0.99 0.9989 0 13.922 3.417 25 5 22 5 +9 0 0.9968 0.9989 0 10.46 3.02 25 5 62 13 0.9907 0.9989 0 13.575 3.378 25 5 22 5 +10 0 0.998 0.9989 0.9971 9.194 2.853 25 5 13 4 0.9913 0.9989 0 13.177 3.33 25 5 22 5 +11 0 0.9968 0.9989 0 9.059 2.864 25 5 21 7 0.9918 0.9989 0 12.834 3.291 25 5 22 5 +12 0 0.9968 0.9989 0 9.02 2.851 25 5 18 8 0.9922 0.9989 0 12.541 3.257 25 5 22 5 +13 0 0.9968 0.9989 0 8.773 2.73 25 5 23 6 0.9925 0.9989 0 12.271 3.22 25 5 22 5 +14 0 0.998 0.9989 0.998 10.252 2.973 25 5 11 3 0.9929 0.9989 0 12.137 3.203 25 5 22 5 +15 0 0.998 0.9989 0.9978 9.756 2.955 25 5 20 10 0.9932 0.9989 0 11.988 3.188 25 5 22 5 +16 0 0.9968 0.9989 0 9.842 3.125 25 5 5 2 0.9934 0.9989 0 11.862 3.184 25 5 22 5 +17 0 0.998 0.9989 0.9979 9.155 2.961 25 5 9 4 0.9937 0.9989 0 11.711 3.172 25 5 22 5 +18 0 0.9968 0.9989 0 9.389 2.976 25 5 26 6 0.9938 0.9989 0 11.589 3.161 25 5 22 5 +19 0 0.998 0.9989 0.9977 8.755 2.811 25 5 20 7 0.994 0.9989 0 11.447 3.144 25 5 22 5 +20 0 0.998 0.9989 0.9978 8.31 2.671 25 5 27 7 0.9942 0.9989 0 11.298 3.121 25 5 22 5 +21 0 0.9955 0.9989 0 7.905 2.607 25 5 93 11 0.9943 0.9989 0 11.144 3.098 25 5 22 5 +22 0 0.998 0.9989 0.9976 6.957 2.368 25 5 5 2 0.9944 0.9989 0 10.962 3.066 25 5 22 5 +23 0 0.9943 0.9989 0 6.989 2.516 25 5 14 6 0.9944 0.9989 0 10.796 3.043 25 5 22 5 +24 0 0.998 0.9989 0.998 7.016 2.53 25 5 1 0 0.9946 0.9989 0 10.645 3.023 25 5 22 5 +25 0 0.998 0.9989 0.9978 6.888 2.471 25 5 3 1 0.9947 0.9989 0 10.501 3.001 25 5 22 5 +26 0 0.998 0.9989 0.9977 6.496 2.353 25 5 11 4 0.9948 0.9989 0 10.352 2.977 25 5 22 5 +27 0 0.998 0.9989 0.9972 6.276 2.27 25 5 15 6 0.995 0.9989 0 10.207 2.952 25 5 22 5 +28 0 0.9955 0.9989 0 6.085 2.195 25 5 26 8 0.995 0.9989 0 10.065 2.926 25 5 22 5 +29 0 0.998 0.9989 0.9979 5.854 2.116 25 5 3 1 0.9951 0.9989 0 9.924 2.899 25 5 22 5 +30 0 0.998 0.9989 0.9979 5.57 2.044 25 5 3 1 0.9952 0.9989 0 9.784 2.871 25 5 22 5 +31 0 0.9968 0.9989 0 5.414 1.992 25 5 32 8 0.9952 0.9989 0 9.647 2.844 25 5 22 5 +32 0 0.998 0.9989 0.998 5.361 2.016 25 5 4 2 0.9953 0.9989 0 9.517 2.819 25 5 22 5 +33 0 0.998 0.9989 0.9978 5.254 1.986 25 5 5 2 0.9954 0.9989 0 9.392 2.794 25 5 22 5 +34 0 0.9968 0.9989 0 5.144 1.931 25 5 14 4 0.9954 0.9989 0 9.271 2.77 25 5 22 5 +35 0 0.9943 0.9989 0 5.224 1.9 25 5 8 4 0.9954 0.9989 0 9.158 2.746 25 5 22 5 +36 0 0.998 0.9989 0.9979 5.668 2.094 25 5 5 2 0.9955 0.9989 0 9.064 2.728 25 5 22 5 +37 0 0.998 0.9989 0.9979 5.71 2.061 25 5 13 5 0.9955 0.9989 0 8.976 2.71 25 5 22 5 +38 0 0.9955 0.9989 0 5.52 2.049 25 5 24 7 0.9955 0.9989 0 8.887 2.693 25 5 22 5 +39 0 0.9968 0.9989 0 5.341 1.946 25 5 12 5 0.9956 0.9989 0 8.798 2.675 25 5 22 5 +40 0 0.9968 0.9989 0 5.321 1.942 25 5 26 7 0.9956 0.9989 0 8.713 2.657 25 5 22 5 +41 0 0.998 0.9989 0.9979 5.229 1.942 25 5 3 1 0.9957 0.9989 0 8.631 2.64 25 5 22 5 +42 0 0.998 0.9989 0.998 5.322 1.956 25 5 1 0 0.9957 0.9989 0 8.554 2.624 25 5 22 5 +43 0 0.9968 0.9989 0 5.168 1.93 25 5 21 8 0.9957 0.9989 0 8.477 2.608 25 5 22 5 +44 0 0.998 0.9989 0.9972 5.164 1.881 25 5 9 4 0.9958 0.9989 0 8.403 2.592 25 5 22 5 +45 0 0.9968 0.9989 0 5.024 1.839 25 5 18 8 0.9958 0.9989 0 8.33 2.576 25 5 22 5 +46 0 0.998 0.9989 0.9974 4.986 1.811 25 5 8 4 0.9959 0.9989 0 8.258 2.559 25 5 22 5 +47 0 0.998 0.9989 0.9956 5.019 1.867 25 5 3 1 0.9959 0.9989 0 8.191 2.545 25 5 22 5 +48 0 0.998 0.9989 0.9979 5.022 1.921 25 5 3 1 0.9959 0.9989 0 8.126 2.532 25 5 22 5 +49 0 0.998 0.9989 0.9977 5.027 1.938 25 5 10 4 0.996 0.9989 0 8.064 2.52 25 5 22 5 +50 0 0.998 0.9989 0.998 5.05 1.923 25 5 6 3 0.996 0.9989 0 8.005 2.509 25 5 22 5 diff --git a/Seminar/10gen/10_run_pyramid_10/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_10/aggregated_best_generations.tsv new file mode 100644 index 0000000..344471a --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_10/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 14710179484 +Wall Time (ms): 4516 +CPU Cycles: 7759771800699435 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 32583680 +2 354 34275328 +3 664 34746368 +4 920 36265984 +5 1152 36814848 +6 1371 37830656 +7 1562 38031360 +8 1776 38584320 +9 1898 38715392 +10 1956 39243776 +11 2010 39866368 +12 2200 40435712 +13 2291 40730624 +14 2378 41164800 +15 2479 41910272 +16 2572 42508288 +17 2666 42962944 +18 2761 43241472 +19 2874 43974656 +20 2962 44859392 +21 3014 45203456 +22 3131 45498368 +23 3197 46501888 +24 3257 47476736 +25 3313 47767552 +26 3369 47919104 +27 3437 48017408 +28 3496 48267264 +29 3559 49754112 +30 3603 49352704 +31 3634 49197056 +32 3725 49537024 +33 3761 49561600 +34 3799 50454528 +35 3834 51466240 +36 3865 52006912 +37 3903 52543488 +38 3942 53329920 +39 3979 53448704 +40 4020 53755904 +41 4053 53485568 +42 4120 53989376 +43 4151 54829056 +44 4187 55103488 +45 4220 55275520 +46 4251 56074240 +47 4285 56623104 +48 4322 56426496 +49 4351 57643008 +50 4383 56786944 +51 4414 57761792 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 14710179484 +Wall Time (ms): 4456 +CPU Cycles: 7759771800699435 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 32583680 +2 354 34275328 +3 664 34746368 +4 920 36265984 +5 1152 36814848 +6 1371 37830656 +7 1562 38031360 +8 1776 38584320 +9 1898 38715392 +10 1956 39243776 +11 2010 39866368 +12 2200 40435712 +13 2291 40730624 +14 2378 41164800 +15 2479 41910272 +16 2572 42508288 +17 2666 42962944 +18 2761 43241472 +19 2874 43974656 +20 2962 44859392 +21 3014 45203456 +22 3131 45498368 +23 3197 46501888 +24 3257 47476736 +25 3313 47767552 +26 3369 47919104 +27 3437 48017408 +28 3496 48267264 +29 3559 49754112 +30 3603 49352704 +31 3634 49197056 +32 3725 49537024 +33 3761 49561600 +34 3799 50454528 +35 3834 51466240 +36 3865 52006912 +37 3903 52543488 +38 3942 53329920 +39 3979 53448704 +40 4020 53755904 +41 4053 53485568 +42 4120 53989376 +43 4151 54829056 +44 4187 55103488 +45 4220 55275520 +46 4251 56074240 +47 4285 56623104 +48 4322 56426496 +49 4351 57643008 +50 4383 56786944 +51 4414 57761792 +Hits Total +2584 2810 +Percent Hit: 91.9573% +Fitness +0.998924 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1037 84 1547 142 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9544 0.9984 0 18.262 3.441 77 6 22 5 0.9544 0.9984 0 18.262 3.441 77 6 22 5 +1 0 0.988 0.9986 0 16.296 3.603 69 7 10 4 0.9712 0.9986 0 17.279 3.522 69 7 22 5 +2 0 0.9955 0.9989 0 14.666 3.516 25 5 7 3 0.9793 0.9989 0 16.408 3.52 25 5 22 5 +3 0 0.9968 0.9989 0 14.349 3.436 25 5 11 5 0.9837 0.9989 0 15.893 3.499 25 5 22 5 +4 0 0.9943 0.9989 0 13.275 3.46 25 5 58 8 0.9858 0.9989 0 15.37 3.491 25 5 22 5 +5 0 0.9943 0.9989 0 12.67 3.436 25 5 12 5 0.9872 0.9989 0 14.92 3.482 25 5 22 5 +6 0 0.9955 0.9989 0 12.944 3.48 25 5 33 9 0.9884 0.9989 0 14.637 3.482 25 5 22 5 +7 0 0.9943 0.9989 0 11.981 3.289 25 5 102 12 0.9891 0.9989 0 14.305 3.458 25 5 22 5 +8 0 0.9968 0.9989 0 10.851 3.095 25 5 56 7 0.99 0.9989 0 13.922 3.417 25 5 22 5 +9 0 0.9968 0.9989 0 10.46 3.02 25 5 62 13 0.9907 0.9989 0 13.575 3.378 25 5 22 5 +10 0 0.998 0.9989 0.9971 9.194 2.853 25 5 13 4 0.9913 0.9989 0 13.177 3.33 25 5 22 5 +11 0 0.9968 0.9989 0 9.059 2.864 25 5 21 7 0.9918 0.9989 0 12.834 3.291 25 5 22 5 +12 0 0.9968 0.9989 0 9.02 2.851 25 5 18 8 0.9922 0.9989 0 12.541 3.257 25 5 22 5 +13 0 0.9968 0.9989 0 8.773 2.73 25 5 23 6 0.9925 0.9989 0 12.271 3.22 25 5 22 5 +14 0 0.998 0.9989 0.998 10.252 2.973 25 5 11 3 0.9929 0.9989 0 12.137 3.203 25 5 22 5 +15 0 0.998 0.9989 0.9978 9.756 2.955 25 5 20 10 0.9932 0.9989 0 11.988 3.188 25 5 22 5 +16 0 0.9968 0.9989 0 9.842 3.125 25 5 5 2 0.9934 0.9989 0 11.862 3.184 25 5 22 5 +17 0 0.998 0.9989 0.9979 9.155 2.961 25 5 9 4 0.9937 0.9989 0 11.711 3.172 25 5 22 5 +18 0 0.9968 0.9989 0 9.389 2.976 25 5 26 6 0.9938 0.9989 0 11.589 3.161 25 5 22 5 +19 0 0.998 0.9989 0.9977 8.755 2.811 25 5 20 7 0.994 0.9989 0 11.447 3.144 25 5 22 5 +20 0 0.998 0.9989 0.9978 8.31 2.671 25 5 27 7 0.9942 0.9989 0 11.298 3.121 25 5 22 5 +21 0 0.9955 0.9989 0 7.905 2.607 25 5 93 11 0.9943 0.9989 0 11.144 3.098 25 5 22 5 +22 0 0.998 0.9989 0.9976 6.957 2.368 25 5 5 2 0.9944 0.9989 0 10.962 3.066 25 5 22 5 +23 0 0.9943 0.9989 0 6.989 2.516 25 5 14 6 0.9944 0.9989 0 10.796 3.043 25 5 22 5 +24 0 0.998 0.9989 0.998 7.016 2.53 25 5 1 0 0.9946 0.9989 0 10.645 3.023 25 5 22 5 +25 0 0.998 0.9989 0.9978 6.888 2.471 25 5 3 1 0.9947 0.9989 0 10.501 3.001 25 5 22 5 +26 0 0.998 0.9989 0.9977 6.496 2.353 25 5 11 4 0.9948 0.9989 0 10.352 2.977 25 5 22 5 +27 0 0.998 0.9989 0.9972 6.276 2.27 25 5 15 6 0.995 0.9989 0 10.207 2.952 25 5 22 5 +28 0 0.9955 0.9989 0 6.085 2.195 25 5 26 8 0.995 0.9989 0 10.065 2.926 25 5 22 5 +29 0 0.998 0.9989 0.9979 5.854 2.116 25 5 3 1 0.9951 0.9989 0 9.924 2.899 25 5 22 5 +30 0 0.998 0.9989 0.9979 5.57 2.044 25 5 3 1 0.9952 0.9989 0 9.784 2.871 25 5 22 5 +31 0 0.9968 0.9989 0 5.414 1.992 25 5 32 8 0.9952 0.9989 0 9.647 2.844 25 5 22 5 +32 0 0.998 0.9989 0.998 5.361 2.016 25 5 4 2 0.9953 0.9989 0 9.517 2.819 25 5 22 5 +33 0 0.998 0.9989 0.9978 5.254 1.986 25 5 5 2 0.9954 0.9989 0 9.392 2.794 25 5 22 5 +34 0 0.9968 0.9989 0 5.144 1.931 25 5 14 4 0.9954 0.9989 0 9.271 2.77 25 5 22 5 +35 0 0.9943 0.9989 0 5.224 1.9 25 5 8 4 0.9954 0.9989 0 9.158 2.746 25 5 22 5 +36 0 0.998 0.9989 0.9979 5.668 2.094 25 5 5 2 0.9955 0.9989 0 9.064 2.728 25 5 22 5 +37 0 0.998 0.9989 0.9979 5.71 2.061 25 5 13 5 0.9955 0.9989 0 8.976 2.71 25 5 22 5 +38 0 0.9955 0.9989 0 5.52 2.049 25 5 24 7 0.9955 0.9989 0 8.887 2.693 25 5 22 5 +39 0 0.9968 0.9989 0 5.341 1.946 25 5 12 5 0.9956 0.9989 0 8.798 2.675 25 5 22 5 +40 0 0.9968 0.9989 0 5.321 1.942 25 5 26 7 0.9956 0.9989 0 8.713 2.657 25 5 22 5 +41 0 0.998 0.9989 0.9979 5.229 1.942 25 5 3 1 0.9957 0.9989 0 8.631 2.64 25 5 22 5 +42 0 0.998 0.9989 0.998 5.322 1.956 25 5 1 0 0.9957 0.9989 0 8.554 2.624 25 5 22 5 +43 0 0.9968 0.9989 0 5.168 1.93 25 5 21 8 0.9957 0.9989 0 8.477 2.608 25 5 22 5 +44 0 0.998 0.9989 0.9972 5.164 1.881 25 5 9 4 0.9958 0.9989 0 8.403 2.592 25 5 22 5 +45 0 0.9968 0.9989 0 5.024 1.839 25 5 18 8 0.9958 0.9989 0 8.33 2.576 25 5 22 5 +46 0 0.998 0.9989 0.9974 4.986 1.811 25 5 8 4 0.9959 0.9989 0 8.258 2.559 25 5 22 5 +47 0 0.998 0.9989 0.9956 5.019 1.867 25 5 3 1 0.9959 0.9989 0 8.191 2.545 25 5 22 5 +48 0 0.998 0.9989 0.9979 5.022 1.921 25 5 3 1 0.9959 0.9989 0 8.126 2.532 25 5 22 5 +49 0 0.998 0.9989 0.9977 5.027 1.938 25 5 10 4 0.996 0.9989 0 8.064 2.52 25 5 22 5 +50 0 0.998 0.9989 0.998 5.05 1.923 25 5 6 3 0.996 0.9989 0 8.005 2.509 25 5 22 5 diff --git a/Seminar/10gen/10_run_pyramid_10/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_10/aggregated_best_hits.tsv new file mode 100644 index 0000000..344471a --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_10/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 14710179484 +Wall Time (ms): 4516 +CPU Cycles: 7759771800699435 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 32583680 +2 354 34275328 +3 664 34746368 +4 920 36265984 +5 1152 36814848 +6 1371 37830656 +7 1562 38031360 +8 1776 38584320 +9 1898 38715392 +10 1956 39243776 +11 2010 39866368 +12 2200 40435712 +13 2291 40730624 +14 2378 41164800 +15 2479 41910272 +16 2572 42508288 +17 2666 42962944 +18 2761 43241472 +19 2874 43974656 +20 2962 44859392 +21 3014 45203456 +22 3131 45498368 +23 3197 46501888 +24 3257 47476736 +25 3313 47767552 +26 3369 47919104 +27 3437 48017408 +28 3496 48267264 +29 3559 49754112 +30 3603 49352704 +31 3634 49197056 +32 3725 49537024 +33 3761 49561600 +34 3799 50454528 +35 3834 51466240 +36 3865 52006912 +37 3903 52543488 +38 3942 53329920 +39 3979 53448704 +40 4020 53755904 +41 4053 53485568 +42 4120 53989376 +43 4151 54829056 +44 4187 55103488 +45 4220 55275520 +46 4251 56074240 +47 4285 56623104 +48 4322 56426496 +49 4351 57643008 +50 4383 56786944 +51 4414 57761792 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 14710179484 +Wall Time (ms): 4456 +CPU Cycles: 7759771800699435 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 32583680 +2 354 34275328 +3 664 34746368 +4 920 36265984 +5 1152 36814848 +6 1371 37830656 +7 1562 38031360 +8 1776 38584320 +9 1898 38715392 +10 1956 39243776 +11 2010 39866368 +12 2200 40435712 +13 2291 40730624 +14 2378 41164800 +15 2479 41910272 +16 2572 42508288 +17 2666 42962944 +18 2761 43241472 +19 2874 43974656 +20 2962 44859392 +21 3014 45203456 +22 3131 45498368 +23 3197 46501888 +24 3257 47476736 +25 3313 47767552 +26 3369 47919104 +27 3437 48017408 +28 3496 48267264 +29 3559 49754112 +30 3603 49352704 +31 3634 49197056 +32 3725 49537024 +33 3761 49561600 +34 3799 50454528 +35 3834 51466240 +36 3865 52006912 +37 3903 52543488 +38 3942 53329920 +39 3979 53448704 +40 4020 53755904 +41 4053 53485568 +42 4120 53989376 +43 4151 54829056 +44 4187 55103488 +45 4220 55275520 +46 4251 56074240 +47 4285 56623104 +48 4322 56426496 +49 4351 57643008 +50 4383 56786944 +51 4414 57761792 +Hits Total +2584 2810 +Percent Hit: 91.9573% +Fitness +0.998924 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1037 84 1547 142 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9544 0.9984 0 18.262 3.441 77 6 22 5 0.9544 0.9984 0 18.262 3.441 77 6 22 5 +1 0 0.988 0.9986 0 16.296 3.603 69 7 10 4 0.9712 0.9986 0 17.279 3.522 69 7 22 5 +2 0 0.9955 0.9989 0 14.666 3.516 25 5 7 3 0.9793 0.9989 0 16.408 3.52 25 5 22 5 +3 0 0.9968 0.9989 0 14.349 3.436 25 5 11 5 0.9837 0.9989 0 15.893 3.499 25 5 22 5 +4 0 0.9943 0.9989 0 13.275 3.46 25 5 58 8 0.9858 0.9989 0 15.37 3.491 25 5 22 5 +5 0 0.9943 0.9989 0 12.67 3.436 25 5 12 5 0.9872 0.9989 0 14.92 3.482 25 5 22 5 +6 0 0.9955 0.9989 0 12.944 3.48 25 5 33 9 0.9884 0.9989 0 14.637 3.482 25 5 22 5 +7 0 0.9943 0.9989 0 11.981 3.289 25 5 102 12 0.9891 0.9989 0 14.305 3.458 25 5 22 5 +8 0 0.9968 0.9989 0 10.851 3.095 25 5 56 7 0.99 0.9989 0 13.922 3.417 25 5 22 5 +9 0 0.9968 0.9989 0 10.46 3.02 25 5 62 13 0.9907 0.9989 0 13.575 3.378 25 5 22 5 +10 0 0.998 0.9989 0.9971 9.194 2.853 25 5 13 4 0.9913 0.9989 0 13.177 3.33 25 5 22 5 +11 0 0.9968 0.9989 0 9.059 2.864 25 5 21 7 0.9918 0.9989 0 12.834 3.291 25 5 22 5 +12 0 0.9968 0.9989 0 9.02 2.851 25 5 18 8 0.9922 0.9989 0 12.541 3.257 25 5 22 5 +13 0 0.9968 0.9989 0 8.773 2.73 25 5 23 6 0.9925 0.9989 0 12.271 3.22 25 5 22 5 +14 0 0.998 0.9989 0.998 10.252 2.973 25 5 11 3 0.9929 0.9989 0 12.137 3.203 25 5 22 5 +15 0 0.998 0.9989 0.9978 9.756 2.955 25 5 20 10 0.9932 0.9989 0 11.988 3.188 25 5 22 5 +16 0 0.9968 0.9989 0 9.842 3.125 25 5 5 2 0.9934 0.9989 0 11.862 3.184 25 5 22 5 +17 0 0.998 0.9989 0.9979 9.155 2.961 25 5 9 4 0.9937 0.9989 0 11.711 3.172 25 5 22 5 +18 0 0.9968 0.9989 0 9.389 2.976 25 5 26 6 0.9938 0.9989 0 11.589 3.161 25 5 22 5 +19 0 0.998 0.9989 0.9977 8.755 2.811 25 5 20 7 0.994 0.9989 0 11.447 3.144 25 5 22 5 +20 0 0.998 0.9989 0.9978 8.31 2.671 25 5 27 7 0.9942 0.9989 0 11.298 3.121 25 5 22 5 +21 0 0.9955 0.9989 0 7.905 2.607 25 5 93 11 0.9943 0.9989 0 11.144 3.098 25 5 22 5 +22 0 0.998 0.9989 0.9976 6.957 2.368 25 5 5 2 0.9944 0.9989 0 10.962 3.066 25 5 22 5 +23 0 0.9943 0.9989 0 6.989 2.516 25 5 14 6 0.9944 0.9989 0 10.796 3.043 25 5 22 5 +24 0 0.998 0.9989 0.998 7.016 2.53 25 5 1 0 0.9946 0.9989 0 10.645 3.023 25 5 22 5 +25 0 0.998 0.9989 0.9978 6.888 2.471 25 5 3 1 0.9947 0.9989 0 10.501 3.001 25 5 22 5 +26 0 0.998 0.9989 0.9977 6.496 2.353 25 5 11 4 0.9948 0.9989 0 10.352 2.977 25 5 22 5 +27 0 0.998 0.9989 0.9972 6.276 2.27 25 5 15 6 0.995 0.9989 0 10.207 2.952 25 5 22 5 +28 0 0.9955 0.9989 0 6.085 2.195 25 5 26 8 0.995 0.9989 0 10.065 2.926 25 5 22 5 +29 0 0.998 0.9989 0.9979 5.854 2.116 25 5 3 1 0.9951 0.9989 0 9.924 2.899 25 5 22 5 +30 0 0.998 0.9989 0.9979 5.57 2.044 25 5 3 1 0.9952 0.9989 0 9.784 2.871 25 5 22 5 +31 0 0.9968 0.9989 0 5.414 1.992 25 5 32 8 0.9952 0.9989 0 9.647 2.844 25 5 22 5 +32 0 0.998 0.9989 0.998 5.361 2.016 25 5 4 2 0.9953 0.9989 0 9.517 2.819 25 5 22 5 +33 0 0.998 0.9989 0.9978 5.254 1.986 25 5 5 2 0.9954 0.9989 0 9.392 2.794 25 5 22 5 +34 0 0.9968 0.9989 0 5.144 1.931 25 5 14 4 0.9954 0.9989 0 9.271 2.77 25 5 22 5 +35 0 0.9943 0.9989 0 5.224 1.9 25 5 8 4 0.9954 0.9989 0 9.158 2.746 25 5 22 5 +36 0 0.998 0.9989 0.9979 5.668 2.094 25 5 5 2 0.9955 0.9989 0 9.064 2.728 25 5 22 5 +37 0 0.998 0.9989 0.9979 5.71 2.061 25 5 13 5 0.9955 0.9989 0 8.976 2.71 25 5 22 5 +38 0 0.9955 0.9989 0 5.52 2.049 25 5 24 7 0.9955 0.9989 0 8.887 2.693 25 5 22 5 +39 0 0.9968 0.9989 0 5.341 1.946 25 5 12 5 0.9956 0.9989 0 8.798 2.675 25 5 22 5 +40 0 0.9968 0.9989 0 5.321 1.942 25 5 26 7 0.9956 0.9989 0 8.713 2.657 25 5 22 5 +41 0 0.998 0.9989 0.9979 5.229 1.942 25 5 3 1 0.9957 0.9989 0 8.631 2.64 25 5 22 5 +42 0 0.998 0.9989 0.998 5.322 1.956 25 5 1 0 0.9957 0.9989 0 8.554 2.624 25 5 22 5 +43 0 0.9968 0.9989 0 5.168 1.93 25 5 21 8 0.9957 0.9989 0 8.477 2.608 25 5 22 5 +44 0 0.998 0.9989 0.9972 5.164 1.881 25 5 9 4 0.9958 0.9989 0 8.403 2.592 25 5 22 5 +45 0 0.9968 0.9989 0 5.024 1.839 25 5 18 8 0.9958 0.9989 0 8.33 2.576 25 5 22 5 +46 0 0.998 0.9989 0.9974 4.986 1.811 25 5 8 4 0.9959 0.9989 0 8.258 2.559 25 5 22 5 +47 0 0.998 0.9989 0.9956 5.019 1.867 25 5 3 1 0.9959 0.9989 0 8.191 2.545 25 5 22 5 +48 0 0.998 0.9989 0.9979 5.022 1.921 25 5 3 1 0.9959 0.9989 0 8.126 2.532 25 5 22 5 +49 0 0.998 0.9989 0.9977 5.027 1.938 25 5 10 4 0.996 0.9989 0 8.064 2.52 25 5 22 5 +50 0 0.998 0.9989 0.998 5.05 1.923 25 5 6 3 0.996 0.9989 0 8.005 2.509 25 5 22 5 diff --git a/Seminar/10gen/10_run_pyramid_10/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_10/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_10/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_10/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_10/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_10/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 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0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_2/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_2/aggregated_all.tsv new file mode 100644 index 0000000..0970ce4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_2/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 93481584995 +Wall Time (ms): 4490 +CPU Cycles: 77590050996196582 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 325783552 +2 309 345993216 +3 527 351801344 +4 780 358977536 +5 1028 366100480 +6 1244 370814976 +7 1440 379006976 +8 1624 384307200 +9 1812 389197824 +10 1999 396345344 +11 2122 403238912 +12 2334 283983872 +13 2436 287629312 +14 2521 292110336 +15 2609 296894464 +16 2691 298455040 +17 2766 302231552 +18 2840 303890432 +19 2911 307335168 +20 2970 311230464 +21 3020 314888192 +22 3180 225370112 +23 3229 228339712 +24 3283 231763968 +25 3336 233476096 +26 3388 236253184 +27 3441 238882816 +28 3487 240783360 +29 3530 243519488 +30 3575 244981760 +31 3619 247447552 +32 3701 149536768 +33 3736 150204416 +34 3771 151146496 +35 3807 152211456 +36 3843 154501120 +37 3876 155238400 +38 3906 155832320 +39 3944 156950528 +40 3978 157679616 +41 4012 159096832 +42 4079 107450368 +43 4115 108670976 +44 4150 109637632 +45 4183 109842432 +46 4219 110739456 +47 4253 112128000 +48 4287 112422912 +49 4322 112758784 +50 4353 113811456 +51 4382 114225152 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9348158499 +Wall Time (ms): 3309 +CPU Cycles: 7759005099619658 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32578355 +2 309 34599321 +3 527 35180134 +4 780 35897753 +5 1028 36610048 +6 1244 37081497 +7 1440 37900697 +8 1624 38430720 +9 1812 38919782 +10 1999 39634534 +11 2122 40323891 +12 2334 40569124 +13 2436 41089901 +14 2521 41730048 +15 2609 42413494 +16 2691 42636434 +17 2766 43175936 +18 2840 43412918 +19 2911 43905024 +20 2970 44461494 +21 3020 44984027 +22 3180 45074022 +23 3229 45667942 +24 3283 46352793 +25 3336 46695219 +26 3388 47250636 +27 3441 47776563 +28 3487 48156672 +29 3530 48703897 +30 3575 48996352 +31 3619 49489510 +32 3701 49845589 +33 3736 50068138 +34 3771 50382165 +35 3807 50737152 +36 3843 51500373 +37 3876 51746133 +38 3906 51944106 +39 3944 52316842 +40 3978 52559872 +41 4012 53032277 +42 4079 53725184 +43 4115 54335488 +44 4150 54818816 +45 4183 54921216 +46 4219 55369728 +47 4253 56064000 +48 4287 56211456 +49 4322 56379392 +50 4353 56905728 +51 4382 57112576 +Hits Total +2146 2810 +Percent Hit: 76.3701% +Fitness +0.998709 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +997 133 1149 529 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96058 0.99843 0 17.6531 3.3462 25 3 47 5 0.96058 0.99843 0 17.6531 3.3462 25 3 47 5 +1 0 0.98953 0.99843 0 15.8756 3.4275 25 3 45 7 0.97504 0.99843 0 16.7644 3.3869 25 3 47 5 +2 0 0.99209 0.99845 0 15.3891 3.4889 21 3 30 6 0.98072 0.99845 0 16.3061 3.4208 21 3 47 5 +3 0 0.99108 0.99853 0 14.6453 3.4907 22 4 34 6 0.98332 0.99853 0 15.8909 3.4385 22 4 47 5 +4 0 0.99438 0.99855 0.09979 13.8122 3.4504 15 4 36 6 0.98554 0.99855 0 15.4751 3.4409 15 4 47 5 +5 0 0.9935 0.9986 0 13.0022 3.4066 16 4 33 5 0.98686 0.9986 0 15.063 3.4351 16 4 47 5 +6 0 0.99499 0.9986 0 12.2133 3.3817 16 4 30 6 0.98801 0.9986 0 14.6558 3.4274 16 4 47 5 +7 0 0.99563 0.9986 0.29928 11.7122 3.3376 16 4 31 6 0.98896 0.9986 0 14.2878 3.4162 16 4 47 5 +8 0 0.99601 0.99863 0.19956 11.1209 3.2518 11 3 45 8 0.98976 0.99863 0 13.936 3.3979 11 3 47 5 +9 0 0.99601 0.99868 0.29895 10.5317 3.1816 12 3 34 8 0.99038 0.99868 0 13.5958 3.3762 12 3 47 5 +10 0 0.69748 0.69912 0.19919 6.6841 2.1199 8 3 25 5 0.69365 0.69912 0 9.1054 2.3105 8 3 33 3 +11 0 0.69735 0.69912 0.19918 6.5254 2.0795 8 3 21 4 0.69397 0.69912 0 8.8905 2.2912 8 3 33 3 +12 0 0.6981 0.69913 0.29898 5.9167 1.9407 8 3 25 5 0.69427 0.69913 0 8.6615 2.2643 8 3 33 3 +13 0 0.69735 0.69913 0.09978 5.5391 1.8585 8 3 24 5 0.69449 0.69913 0 8.4385 2.2353 8 3 33 3 +14 0 0.69734 0.69913 0.0998 5.1184 1.7754 8 3 11 3 0.69467 0.69913 0 8.2173 2.2047 8 3 33 3 +15 0 0.69822 0.69913 0.49845 4.8589 1.7306 8 3 10 2 0.69491 0.69913 0 8.0073 2.175 8 3 33 3 +16 0 0.69772 0.69915 0.09975 4.5912 1.6512 8 3 12 3 0.69507 0.69915 0 7.8064 2.1441 8 3 33 3 +17 0 0.69834 0.69915 0.49895 4.3841 1.6005 8 3 4 1 0.69525 0.69915 0 7.6164 2.1141 8 3 33 3 +18 0 0.69785 0.69915 0.49871 4.2875 1.5817 8 3 10 3 0.6954 0.69915 0 7.4412 2.0861 8 3 33 3 +19 0 0.69809 0.69915 0.29936 4.1295 1.5466 8 3 10 3 0.69554 0.69915 0 7.2756 2.059 8 3 33 3 +20 0 0.49861 0.49941 0.29934 2.8846 1.0922 6 2 4 1 0.49697 0.49941 0 5.0132 1.4382 6 2 26 2 +21 0 0.49874 0.49941 0.39914 2.8452 1.0837 6 2 3 1 0.49704 0.49941 0 4.9147 1.4222 6 2 26 2 +22 0 0.49862 0.49941 0.29915 2.8672 1.0905 6 2 6 2 0.49711 0.49941 0 4.8257 1.4078 6 2 26 2 +23 0 0.49874 0.49941 0.29934 2.8659 1.095 6 2 5 1 0.49718 0.49941 0 4.7439 1.3947 6 2 26 2 +24 0 0.4985 0.49941 0.19954 2.7971 1.0714 7 2 6 2 0.49724 0.49941 0 4.6661 1.3818 7 2 26 2 +25 0 0.49898 0.49941 0.49686 2.7092 1.0412 7 2 4 2 0.4973 0.49941 0 4.5908 1.3688 7 2 26 2 +26 0 0.49824 0.49941 0.19956 2.6387 1.0228 7 2 7 2 0.49734 0.49941 0 4.5185 1.3558 7 2 26 2 +27 0 0.49861 0.49941 0.19958 2.5902 0.9989 7 2 7 2 0.49738 0.49941 0 4.4495 1.3431 7 2 26 2 +28 0 0.49861 0.49941 0.39913 2.5736 0.9943 7 2 6 2 0.49742 0.49941 0 4.3849 1.3312 7 2 26 2 +29 0 0.49862 0.49941 0.29928 2.5953 1.0044 7 2 8 2 0.49746 0.49941 0 4.3253 1.3203 7 2 26 2 +30 0 0.29927 0.29966 0.19756 1.5919 0.6193 5 2 4 1 0.29847 0.29966 0 2.5378 0.7756 5 2 21 1 +31 0 0.2994 0.29966 0.29934 1.5424 0.6091 5 2 3 1 0.2985 0.29966 0 2.5066 0.7703 5 2 21 1 +32 0 0.29903 0.29966 0.09977 1.4953 0.5902 5 1 1 0 0.29851 0.29966 0 2.476 0.7649 5 1 21 1 +33 0 0.29928 0.29966 0.19956 1.4982 0.583 5 1 3 1 0.29853 0.29966 0 2.4472 0.7597 5 1 21 1 +34 0 0.29939 0.29966 0.29731 1.548 0.6094 5 1 3 1 0.29856 0.29966 0 2.4216 0.7554 5 1 21 1 +35 0 0.29864 0.29966 0 1.5659 0.6148 5 1 4 1 0.29856 0.29966 0 2.3978 0.7514 5 1 21 1 +36 0 0.29889 0.29966 0.09976 1.5572 0.6125 5 1 4 2 0.29857 0.29966 0 2.3751 0.7476 5 1 21 1 +37 0 0.29915 0.29966 0.09975 1.5837 0.6185 5 1 2 1 0.29858 0.29966 0 2.3543 0.7442 5 1 21 1 +38 0 0.29915 0.29966 0.09974 1.5523 0.6079 5 1 3 1 0.2986 0.29966 0 2.3337 0.7407 5 1 21 1 +39 0 0.2994 0.29966 0.29938 1.6116 0.6306 5 1 1 0 0.29862 0.29966 0 2.3157 0.738 5 1 21 1 +40 0 0.1996 0.19978 0.19947 1.0845 0.4246 3 1 2 0 0.1991 0.19978 0 1.4633 0.4796 3 1 12 1 +41 0 0.19935 0.19978 0 1.1408 0.4506 3 1 1 0 0.19911 0.19978 0 1.4555 0.4789 3 1 12 1 +42 0 0.1996 0.19978 0.19952 1.1547 0.4602 3 1 2 0 0.19912 0.19978 0 1.4485 0.4785 3 1 12 1 +43 0 0.19935 0.19978 0 1.1119 0.4445 3 1 1 0 0.19912 0.19978 0 1.4408 0.4777 3 1 12 1 +44 0 0.19948 0.19978 0.09979 1.1038 0.4375 3 1 1 0 0.19913 0.19978 0 1.4334 0.4768 3 1 12 1 +45 0 0.1996 0.19978 0.1995 1.1215 0.4465 3 1 3 1 0.19914 0.19978 0 1.4266 0.4762 3 1 12 1 +46 0 0.19948 0.19978 0.09977 1.099 0.4377 3 1 2 1 0.19915 0.19978 0 1.4196 0.4753 3 1 12 1 +47 0 0.1996 0.19978 0.1995 1.0388 0.4146 3 1 3 1 0.19916 0.19978 0 1.4117 0.4741 3 1 12 1 +48 0 0.19947 0.19978 0.09977 1.023 0.4038 3 1 2 1 0.19916 0.19978 0 1.4038 0.4726 3 1 12 1 +49 0 0.1996 0.19978 0.19946 1.0087 0.3958 3 1 2 1 0.19917 0.19978 0 1.3959 0.4711 3 1 12 1 +50 0 0.09968 0.09989 0 0.5161 0.201 2 0 0 0 0.09961 0.09989 0 0.7009 0.2376 2 0 5 0 diff --git a/Seminar/10gen/10_run_pyramid_2/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_2/aggregated_best_fitness.tsv new file mode 100644 index 0000000..108405a --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_2/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13541384160 +Wall Time (ms): 4490 +CPU Cycles: 7759010179626135 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32751616 +2 246 35008512 +3 474 35500032 +4 786 36077568 +5 1102 37068800 +6 1268 37359616 +7 1447 38019072 +8 1636 38801408 +9 1799 39215104 +10 1936 39710720 +11 2069 39849984 +12 2320 39751680 +13 2405 40009728 +14 2481 41291776 +15 2562 42078208 +16 2647 42147840 +17 2722 42434560 +18 2794 43118592 +19 2876 43974656 +20 2932 44044288 +21 2996 44756992 +22 3165 44912640 +23 3209 45162496 +24 3266 46399488 +25 3323 46653440 +26 3376 47063040 +27 3426 47300608 +28 3481 47878144 +29 3522 48070656 +30 3575 48328704 +31 3625 49160192 +32 3702 49422336 +33 3742 49840128 +34 3783 50036736 +35 3819 50810880 +36 3859 51220480 +37 3896 51257344 +38 3927 51601408 +39 3967 51933184 +40 4000 52244480 +41 4029 53182464 +42 4081 53788672 +43 4118 54321152 +44 4156 54861824 +45 4190 55009280 +46 4230 55201792 +47 4266 55894016 +48 4298 56107008 +49 4339 56348672 +50 4372 56999936 +51 4403 57311232 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13541384160 +Wall Time (ms): 4440 +CPU Cycles: 7759010179626135 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32751616 +2 246 35008512 +3 474 35500032 +4 786 36077568 +5 1102 37068800 +6 1268 37359616 +7 1447 38019072 +8 1636 38801408 +9 1799 39215104 +10 1936 39710720 +11 2069 39849984 +12 2320 39751680 +13 2405 40009728 +14 2481 41291776 +15 2562 42078208 +16 2647 42147840 +17 2722 42434560 +18 2794 43118592 +19 2876 43974656 +20 2932 44044288 +21 2996 44756992 +22 3165 44912640 +23 3209 45162496 +24 3266 46399488 +25 3323 46653440 +26 3376 47063040 +27 3426 47300608 +28 3481 47878144 +29 3522 48070656 +30 3575 48328704 +31 3625 49160192 +32 3702 49422336 +33 3742 49840128 +34 3783 50036736 +35 3819 50810880 +36 3859 51220480 +37 3896 51257344 +38 3927 51601408 +39 3967 51933184 +40 4000 52244480 +41 4029 53182464 +42 4081 53788672 +43 4118 54321152 +44 4156 54861824 +45 4190 55009280 +46 4230 55201792 +47 4266 55894016 +48 4298 56107008 +49 4339 56348672 +50 4372 56999936 +51 4403 57311232 +Hits Total +2532 2810 +Percent Hit: 90.1068% +Fitness +0.99888 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1004 126 1528 152 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9656 0.9983 0 18.296 3.359 6 2 56 6 0.9656 0.9983 0 18.296 3.359 6 2 56 6 +1 0 0.9943 0.9983 0 16.367 3.424 6 2 46 7 0.9799 0.9983 0 17.332 3.391 6 2 56 6 +2 0 0.9943 0.9983 0 15.756 3.435 6 2 9 4 0.9847 0.9983 0 16.807 3.406 6 2 56 6 +3 0 0.9955 0.9989 0 14.975 3.441 18 6 38 8 0.9874 0.9989 0 16.349 3.415 18 6 56 6 +4 0 0.9918 0.9989 0 13.745 3.379 18 6 28 6 0.9883 0.9989 0 15.828 3.408 18 6 56 6 +5 0 0.9943 0.9989 0 11.326 3.103 18 6 7 3 0.9893 0.9989 0 15.078 3.357 18 6 56 6 +6 0 0.9943 0.9989 0 9.221 2.886 18 6 24 8 0.99 0.9989 0 14.241 3.289 18 6 56 6 +7 0 0.9968 0.9989 0 8.151 2.669 18 6 15 7 0.9908 0.9989 0 13.48 3.212 18 6 56 6 +8 0 0.998 0.9989 0.9979 7.957 2.711 18 6 19 6 0.9916 0.9989 0 12.866 3.156 18 6 56 6 +9 0 0.9943 0.9989 0 7.504 2.636 18 6 43 9 0.9919 0.9989 0 12.33 3.104 18 6 56 6 +10 0 0.9968 0.9989 0 7.524 2.737 18 6 9 4 0.9923 0.9989 0 11.893 3.071 18 6 56 6 +11 0 0.993 0.9989 0 7.48 2.686 18 6 13 4 0.9924 0.9989 0 11.525 3.039 18 6 56 6 +12 0 0.998 0.9989 0.998 7.065 2.587 18 6 8 4 0.9928 0.9989 0 11.182 3.004 18 6 56 6 +13 0 0.998 0.9989 0.9978 6.564 2.479 18 6 4 2 0.9932 0.9989 0 10.852 2.967 18 6 56 6 +14 0 0.9955 0.9989 0 5.992 2.257 18 6 18 5 0.9933 0.9989 0 10.528 2.919 18 6 56 6 +15 0 0.998 0.9989 0.9977 5.859 2.244 18 6 3 1 0.9936 0.9989 0 10.236 2.877 18 6 56 6 +16 0 0.9968 0.9989 0 5.371 2.016 18 6 12 5 0.9938 0.9989 0 9.95 2.826 18 6 56 6 +17 0 0.998 0.9989 0.998 5.235 2.021 18 6 3 1 0.9941 0.9989 0 9.688 2.782 18 6 56 6 +18 0 0.998 0.9989 0.9972 5.402 2.036 18 6 6 3 0.9943 0.9989 0 9.463 2.743 18 6 56 6 +19 0 0.998 0.9989 0.998 5.428 2.055 18 6 9 5 0.9945 0.9989 0 9.261 2.708 18 6 56 6 +20 0 0.998 0.9989 0.998 5.479 2.099 18 6 3 1 0.9946 0.9989 0 9.081 2.679 18 6 56 6 +21 0 0.998 0.9989 0.998 5.399 2.092 18 6 3 1 0.9948 0.9989 0 8.914 2.652 18 6 56 6 +22 0 0.998 0.9989 0.9979 5.579 2.099 18 6 6 3 0.9949 0.9989 0 8.769 2.628 18 6 56 6 +23 0 0.9968 0.9989 0 5.825 2.189 18 6 10 5 0.995 0.9989 0 8.646 2.61 18 6 56 6 +24 0 0.998 0.9989 0.998 5.546 2.126 18 6 3 1 0.9951 0.9989 0 8.522 2.591 18 6 56 6 +25 0 0.998 0.9989 0.9979 5.562 2.103 18 6 12 6 0.9952 0.9989 0 8.408 2.572 18 6 56 6 +26 0 0.993 0.9989 0 5.386 2.096 18 6 25 7 0.9951 0.9989 0 8.296 2.554 18 6 56 6 +27 0 0.998 0.9989 0.998 5.139 1.976 18 6 9 3 0.9952 0.9989 0 8.183 2.534 18 6 56 6 +28 0 0.998 0.9989 0.9978 5.327 2.076 18 6 7 4 0.9953 0.9989 0 8.085 2.518 18 6 56 6 +29 0 0.998 0.9989 0.998 5.689 2.21 18 6 20 5 0.9954 0.9989 0 8.005 2.508 18 6 56 6 +30 0 0.9968 0.9989 0 5.565 2.145 18 6 14 5 0.9955 0.9989 0 7.926 2.496 18 6 56 6 +31 0 0.998 0.9989 0.998 5.639 2.191 18 6 25 7 0.9956 0.9989 0 7.855 2.486 18 6 56 6 +32 0 0.9968 0.9989 0 5.242 2.06 18 6 9 4 0.9956 0.9989 0 7.776 2.473 18 6 56 6 +33 0 0.9968 0.9989 0 5.284 2.074 20 6 5 2 0.9956 0.9989 0 7.702 2.462 20 6 56 6 +34 0 0.998 0.9989 0.9978 5.659 2.217 20 6 5 3 0.9957 0.9989 0 7.644 2.455 20 6 56 6 +35 0 0.993 0.9989 0 5.588 2.176 20 6 15 4 0.9956 0.9989 0 7.587 2.447 20 6 56 6 +36 0 0.998 0.9989 0.9976 5.4 2.101 20 6 3 1 0.9957 0.9989 0 7.528 2.438 20 6 56 6 +37 0 0.9968 0.9989 0 5.536 2.123 20 6 17 5 0.9957 0.9989 0 7.475 2.429 20 6 56 6 +38 0 0.9968 0.9989 0 5.688 2.196 20 6 12 5 0.9957 0.9989 0 7.43 2.423 20 6 56 6 +39 0 0.998 0.9989 0.998 5.771 2.254 20 6 9 5 0.9958 0.9989 0 7.388 2.419 20 6 56 6 +40 0 0.998 0.9989 0.9979 5.688 2.231 20 6 10 3 0.9958 0.9989 0 7.347 2.415 20 6 56 6 +41 0 0.9968 0.9989 0 5.951 2.336 20 6 9 4 0.9959 0.9989 0 7.313 2.413 20 6 56 6 +42 0 0.998 0.9989 0.9973 6.051 2.393 20 6 15 6 0.9959 0.9989 0 7.284 2.412 20 6 56 6 +43 0 0.9968 0.9989 0 5.763 2.281 20 6 10 4 0.9959 0.9989 0 7.249 2.409 20 6 56 6 +44 0 0.9968 0.9989 0 5.889 2.345 20 6 12 7 0.996 0.9989 0 7.219 2.408 20 6 56 6 +45 0 0.998 0.9989 0.9973 5.965 2.359 20 6 15 6 0.996 0.9989 0 7.192 2.407 20 6 56 6 +46 0 0.9968 0.9989 0 5.8 2.276 20 6 17 6 0.996 0.9989 0 7.162 2.404 20 6 56 6 +47 0 0.998 0.9989 0.9973 5.237 2.076 20 6 15 6 0.9961 0.9989 0 7.122 2.397 20 6 56 6 +48 0 0.998 0.9989 0.9977 5.214 2.05 20 6 11 4 0.9961 0.9989 0 7.083 2.39 20 6 56 6 +49 0 0.998 0.9989 0.9969 5.22 2.045 20 6 9 4 0.9961 0.9989 0 7.046 2.383 20 6 56 6 +50 0 0.9968 0.9989 0 5.161 2.01 20 6 8 3 0.9961 0.9989 0 7.009 2.376 20 6 56 6 diff --git a/Seminar/10gen/10_run_pyramid_2/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_2/aggregated_best_generations.tsv new file mode 100644 index 0000000..108405a --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_2/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13541384160 +Wall Time (ms): 4490 +CPU Cycles: 7759010179626135 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32751616 +2 246 35008512 +3 474 35500032 +4 786 36077568 +5 1102 37068800 +6 1268 37359616 +7 1447 38019072 +8 1636 38801408 +9 1799 39215104 +10 1936 39710720 +11 2069 39849984 +12 2320 39751680 +13 2405 40009728 +14 2481 41291776 +15 2562 42078208 +16 2647 42147840 +17 2722 42434560 +18 2794 43118592 +19 2876 43974656 +20 2932 44044288 +21 2996 44756992 +22 3165 44912640 +23 3209 45162496 +24 3266 46399488 +25 3323 46653440 +26 3376 47063040 +27 3426 47300608 +28 3481 47878144 +29 3522 48070656 +30 3575 48328704 +31 3625 49160192 +32 3702 49422336 +33 3742 49840128 +34 3783 50036736 +35 3819 50810880 +36 3859 51220480 +37 3896 51257344 +38 3927 51601408 +39 3967 51933184 +40 4000 52244480 +41 4029 53182464 +42 4081 53788672 +43 4118 54321152 +44 4156 54861824 +45 4190 55009280 +46 4230 55201792 +47 4266 55894016 +48 4298 56107008 +49 4339 56348672 +50 4372 56999936 +51 4403 57311232 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13541384160 +Wall Time (ms): 4440 +CPU Cycles: 7759010179626135 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32751616 +2 246 35008512 +3 474 35500032 +4 786 36077568 +5 1102 37068800 +6 1268 37359616 +7 1447 38019072 +8 1636 38801408 +9 1799 39215104 +10 1936 39710720 +11 2069 39849984 +12 2320 39751680 +13 2405 40009728 +14 2481 41291776 +15 2562 42078208 +16 2647 42147840 +17 2722 42434560 +18 2794 43118592 +19 2876 43974656 +20 2932 44044288 +21 2996 44756992 +22 3165 44912640 +23 3209 45162496 +24 3266 46399488 +25 3323 46653440 +26 3376 47063040 +27 3426 47300608 +28 3481 47878144 +29 3522 48070656 +30 3575 48328704 +31 3625 49160192 +32 3702 49422336 +33 3742 49840128 +34 3783 50036736 +35 3819 50810880 +36 3859 51220480 +37 3896 51257344 +38 3927 51601408 +39 3967 51933184 +40 4000 52244480 +41 4029 53182464 +42 4081 53788672 +43 4118 54321152 +44 4156 54861824 +45 4190 55009280 +46 4230 55201792 +47 4266 55894016 +48 4298 56107008 +49 4339 56348672 +50 4372 56999936 +51 4403 57311232 +Hits Total +2532 2810 +Percent Hit: 90.1068% +Fitness +0.99888 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1004 126 1528 152 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9656 0.9983 0 18.296 3.359 6 2 56 6 0.9656 0.9983 0 18.296 3.359 6 2 56 6 +1 0 0.9943 0.9983 0 16.367 3.424 6 2 46 7 0.9799 0.9983 0 17.332 3.391 6 2 56 6 +2 0 0.9943 0.9983 0 15.756 3.435 6 2 9 4 0.9847 0.9983 0 16.807 3.406 6 2 56 6 +3 0 0.9955 0.9989 0 14.975 3.441 18 6 38 8 0.9874 0.9989 0 16.349 3.415 18 6 56 6 +4 0 0.9918 0.9989 0 13.745 3.379 18 6 28 6 0.9883 0.9989 0 15.828 3.408 18 6 56 6 +5 0 0.9943 0.9989 0 11.326 3.103 18 6 7 3 0.9893 0.9989 0 15.078 3.357 18 6 56 6 +6 0 0.9943 0.9989 0 9.221 2.886 18 6 24 8 0.99 0.9989 0 14.241 3.289 18 6 56 6 +7 0 0.9968 0.9989 0 8.151 2.669 18 6 15 7 0.9908 0.9989 0 13.48 3.212 18 6 56 6 +8 0 0.998 0.9989 0.9979 7.957 2.711 18 6 19 6 0.9916 0.9989 0 12.866 3.156 18 6 56 6 +9 0 0.9943 0.9989 0 7.504 2.636 18 6 43 9 0.9919 0.9989 0 12.33 3.104 18 6 56 6 +10 0 0.9968 0.9989 0 7.524 2.737 18 6 9 4 0.9923 0.9989 0 11.893 3.071 18 6 56 6 +11 0 0.993 0.9989 0 7.48 2.686 18 6 13 4 0.9924 0.9989 0 11.525 3.039 18 6 56 6 +12 0 0.998 0.9989 0.998 7.065 2.587 18 6 8 4 0.9928 0.9989 0 11.182 3.004 18 6 56 6 +13 0 0.998 0.9989 0.9978 6.564 2.479 18 6 4 2 0.9932 0.9989 0 10.852 2.967 18 6 56 6 +14 0 0.9955 0.9989 0 5.992 2.257 18 6 18 5 0.9933 0.9989 0 10.528 2.919 18 6 56 6 +15 0 0.998 0.9989 0.9977 5.859 2.244 18 6 3 1 0.9936 0.9989 0 10.236 2.877 18 6 56 6 +16 0 0.9968 0.9989 0 5.371 2.016 18 6 12 5 0.9938 0.9989 0 9.95 2.826 18 6 56 6 +17 0 0.998 0.9989 0.998 5.235 2.021 18 6 3 1 0.9941 0.9989 0 9.688 2.782 18 6 56 6 +18 0 0.998 0.9989 0.9972 5.402 2.036 18 6 6 3 0.9943 0.9989 0 9.463 2.743 18 6 56 6 +19 0 0.998 0.9989 0.998 5.428 2.055 18 6 9 5 0.9945 0.9989 0 9.261 2.708 18 6 56 6 +20 0 0.998 0.9989 0.998 5.479 2.099 18 6 3 1 0.9946 0.9989 0 9.081 2.679 18 6 56 6 +21 0 0.998 0.9989 0.998 5.399 2.092 18 6 3 1 0.9948 0.9989 0 8.914 2.652 18 6 56 6 +22 0 0.998 0.9989 0.9979 5.579 2.099 18 6 6 3 0.9949 0.9989 0 8.769 2.628 18 6 56 6 +23 0 0.9968 0.9989 0 5.825 2.189 18 6 10 5 0.995 0.9989 0 8.646 2.61 18 6 56 6 +24 0 0.998 0.9989 0.998 5.546 2.126 18 6 3 1 0.9951 0.9989 0 8.522 2.591 18 6 56 6 +25 0 0.998 0.9989 0.9979 5.562 2.103 18 6 12 6 0.9952 0.9989 0 8.408 2.572 18 6 56 6 +26 0 0.993 0.9989 0 5.386 2.096 18 6 25 7 0.9951 0.9989 0 8.296 2.554 18 6 56 6 +27 0 0.998 0.9989 0.998 5.139 1.976 18 6 9 3 0.9952 0.9989 0 8.183 2.534 18 6 56 6 +28 0 0.998 0.9989 0.9978 5.327 2.076 18 6 7 4 0.9953 0.9989 0 8.085 2.518 18 6 56 6 +29 0 0.998 0.9989 0.998 5.689 2.21 18 6 20 5 0.9954 0.9989 0 8.005 2.508 18 6 56 6 +30 0 0.9968 0.9989 0 5.565 2.145 18 6 14 5 0.9955 0.9989 0 7.926 2.496 18 6 56 6 +31 0 0.998 0.9989 0.998 5.639 2.191 18 6 25 7 0.9956 0.9989 0 7.855 2.486 18 6 56 6 +32 0 0.9968 0.9989 0 5.242 2.06 18 6 9 4 0.9956 0.9989 0 7.776 2.473 18 6 56 6 +33 0 0.9968 0.9989 0 5.284 2.074 20 6 5 2 0.9956 0.9989 0 7.702 2.462 20 6 56 6 +34 0 0.998 0.9989 0.9978 5.659 2.217 20 6 5 3 0.9957 0.9989 0 7.644 2.455 20 6 56 6 +35 0 0.993 0.9989 0 5.588 2.176 20 6 15 4 0.9956 0.9989 0 7.587 2.447 20 6 56 6 +36 0 0.998 0.9989 0.9976 5.4 2.101 20 6 3 1 0.9957 0.9989 0 7.528 2.438 20 6 56 6 +37 0 0.9968 0.9989 0 5.536 2.123 20 6 17 5 0.9957 0.9989 0 7.475 2.429 20 6 56 6 +38 0 0.9968 0.9989 0 5.688 2.196 20 6 12 5 0.9957 0.9989 0 7.43 2.423 20 6 56 6 +39 0 0.998 0.9989 0.998 5.771 2.254 20 6 9 5 0.9958 0.9989 0 7.388 2.419 20 6 56 6 +40 0 0.998 0.9989 0.9979 5.688 2.231 20 6 10 3 0.9958 0.9989 0 7.347 2.415 20 6 56 6 +41 0 0.9968 0.9989 0 5.951 2.336 20 6 9 4 0.9959 0.9989 0 7.313 2.413 20 6 56 6 +42 0 0.998 0.9989 0.9973 6.051 2.393 20 6 15 6 0.9959 0.9989 0 7.284 2.412 20 6 56 6 +43 0 0.9968 0.9989 0 5.763 2.281 20 6 10 4 0.9959 0.9989 0 7.249 2.409 20 6 56 6 +44 0 0.9968 0.9989 0 5.889 2.345 20 6 12 7 0.996 0.9989 0 7.219 2.408 20 6 56 6 +45 0 0.998 0.9989 0.9973 5.965 2.359 20 6 15 6 0.996 0.9989 0 7.192 2.407 20 6 56 6 +46 0 0.9968 0.9989 0 5.8 2.276 20 6 17 6 0.996 0.9989 0 7.162 2.404 20 6 56 6 +47 0 0.998 0.9989 0.9973 5.237 2.076 20 6 15 6 0.9961 0.9989 0 7.122 2.397 20 6 56 6 +48 0 0.998 0.9989 0.9977 5.214 2.05 20 6 11 4 0.9961 0.9989 0 7.083 2.39 20 6 56 6 +49 0 0.998 0.9989 0.9969 5.22 2.045 20 6 9 4 0.9961 0.9989 0 7.046 2.383 20 6 56 6 +50 0 0.9968 0.9989 0 5.161 2.01 20 6 8 3 0.9961 0.9989 0 7.009 2.376 20 6 56 6 diff --git a/Seminar/10gen/10_run_pyramid_2/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_2/aggregated_best_hits.tsv new file mode 100644 index 0000000..108405a --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_2/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13541384160 +Wall Time (ms): 4490 +CPU Cycles: 7759010179626135 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32751616 +2 246 35008512 +3 474 35500032 +4 786 36077568 +5 1102 37068800 +6 1268 37359616 +7 1447 38019072 +8 1636 38801408 +9 1799 39215104 +10 1936 39710720 +11 2069 39849984 +12 2320 39751680 +13 2405 40009728 +14 2481 41291776 +15 2562 42078208 +16 2647 42147840 +17 2722 42434560 +18 2794 43118592 +19 2876 43974656 +20 2932 44044288 +21 2996 44756992 +22 3165 44912640 +23 3209 45162496 +24 3266 46399488 +25 3323 46653440 +26 3376 47063040 +27 3426 47300608 +28 3481 47878144 +29 3522 48070656 +30 3575 48328704 +31 3625 49160192 +32 3702 49422336 +33 3742 49840128 +34 3783 50036736 +35 3819 50810880 +36 3859 51220480 +37 3896 51257344 +38 3927 51601408 +39 3967 51933184 +40 4000 52244480 +41 4029 53182464 +42 4081 53788672 +43 4118 54321152 +44 4156 54861824 +45 4190 55009280 +46 4230 55201792 +47 4266 55894016 +48 4298 56107008 +49 4339 56348672 +50 4372 56999936 +51 4403 57311232 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13541384160 +Wall Time (ms): 4440 +CPU Cycles: 7759010179626135 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32751616 +2 246 35008512 +3 474 35500032 +4 786 36077568 +5 1102 37068800 +6 1268 37359616 +7 1447 38019072 +8 1636 38801408 +9 1799 39215104 +10 1936 39710720 +11 2069 39849984 +12 2320 39751680 +13 2405 40009728 +14 2481 41291776 +15 2562 42078208 +16 2647 42147840 +17 2722 42434560 +18 2794 43118592 +19 2876 43974656 +20 2932 44044288 +21 2996 44756992 +22 3165 44912640 +23 3209 45162496 +24 3266 46399488 +25 3323 46653440 +26 3376 47063040 +27 3426 47300608 +28 3481 47878144 +29 3522 48070656 +30 3575 48328704 +31 3625 49160192 +32 3702 49422336 +33 3742 49840128 +34 3783 50036736 +35 3819 50810880 +36 3859 51220480 +37 3896 51257344 +38 3927 51601408 +39 3967 51933184 +40 4000 52244480 +41 4029 53182464 +42 4081 53788672 +43 4118 54321152 +44 4156 54861824 +45 4190 55009280 +46 4230 55201792 +47 4266 55894016 +48 4298 56107008 +49 4339 56348672 +50 4372 56999936 +51 4403 57311232 +Hits Total +2532 2810 +Percent Hit: 90.1068% +Fitness +0.99888 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1004 126 1528 152 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9656 0.9983 0 18.296 3.359 6 2 56 6 0.9656 0.9983 0 18.296 3.359 6 2 56 6 +1 0 0.9943 0.9983 0 16.367 3.424 6 2 46 7 0.9799 0.9983 0 17.332 3.391 6 2 56 6 +2 0 0.9943 0.9983 0 15.756 3.435 6 2 9 4 0.9847 0.9983 0 16.807 3.406 6 2 56 6 +3 0 0.9955 0.9989 0 14.975 3.441 18 6 38 8 0.9874 0.9989 0 16.349 3.415 18 6 56 6 +4 0 0.9918 0.9989 0 13.745 3.379 18 6 28 6 0.9883 0.9989 0 15.828 3.408 18 6 56 6 +5 0 0.9943 0.9989 0 11.326 3.103 18 6 7 3 0.9893 0.9989 0 15.078 3.357 18 6 56 6 +6 0 0.9943 0.9989 0 9.221 2.886 18 6 24 8 0.99 0.9989 0 14.241 3.289 18 6 56 6 +7 0 0.9968 0.9989 0 8.151 2.669 18 6 15 7 0.9908 0.9989 0 13.48 3.212 18 6 56 6 +8 0 0.998 0.9989 0.9979 7.957 2.711 18 6 19 6 0.9916 0.9989 0 12.866 3.156 18 6 56 6 +9 0 0.9943 0.9989 0 7.504 2.636 18 6 43 9 0.9919 0.9989 0 12.33 3.104 18 6 56 6 +10 0 0.9968 0.9989 0 7.524 2.737 18 6 9 4 0.9923 0.9989 0 11.893 3.071 18 6 56 6 +11 0 0.993 0.9989 0 7.48 2.686 18 6 13 4 0.9924 0.9989 0 11.525 3.039 18 6 56 6 +12 0 0.998 0.9989 0.998 7.065 2.587 18 6 8 4 0.9928 0.9989 0 11.182 3.004 18 6 56 6 +13 0 0.998 0.9989 0.9978 6.564 2.479 18 6 4 2 0.9932 0.9989 0 10.852 2.967 18 6 56 6 +14 0 0.9955 0.9989 0 5.992 2.257 18 6 18 5 0.9933 0.9989 0 10.528 2.919 18 6 56 6 +15 0 0.998 0.9989 0.9977 5.859 2.244 18 6 3 1 0.9936 0.9989 0 10.236 2.877 18 6 56 6 +16 0 0.9968 0.9989 0 5.371 2.016 18 6 12 5 0.9938 0.9989 0 9.95 2.826 18 6 56 6 +17 0 0.998 0.9989 0.998 5.235 2.021 18 6 3 1 0.9941 0.9989 0 9.688 2.782 18 6 56 6 +18 0 0.998 0.9989 0.9972 5.402 2.036 18 6 6 3 0.9943 0.9989 0 9.463 2.743 18 6 56 6 +19 0 0.998 0.9989 0.998 5.428 2.055 18 6 9 5 0.9945 0.9989 0 9.261 2.708 18 6 56 6 +20 0 0.998 0.9989 0.998 5.479 2.099 18 6 3 1 0.9946 0.9989 0 9.081 2.679 18 6 56 6 +21 0 0.998 0.9989 0.998 5.399 2.092 18 6 3 1 0.9948 0.9989 0 8.914 2.652 18 6 56 6 +22 0 0.998 0.9989 0.9979 5.579 2.099 18 6 6 3 0.9949 0.9989 0 8.769 2.628 18 6 56 6 +23 0 0.9968 0.9989 0 5.825 2.189 18 6 10 5 0.995 0.9989 0 8.646 2.61 18 6 56 6 +24 0 0.998 0.9989 0.998 5.546 2.126 18 6 3 1 0.9951 0.9989 0 8.522 2.591 18 6 56 6 +25 0 0.998 0.9989 0.9979 5.562 2.103 18 6 12 6 0.9952 0.9989 0 8.408 2.572 18 6 56 6 +26 0 0.993 0.9989 0 5.386 2.096 18 6 25 7 0.9951 0.9989 0 8.296 2.554 18 6 56 6 +27 0 0.998 0.9989 0.998 5.139 1.976 18 6 9 3 0.9952 0.9989 0 8.183 2.534 18 6 56 6 +28 0 0.998 0.9989 0.9978 5.327 2.076 18 6 7 4 0.9953 0.9989 0 8.085 2.518 18 6 56 6 +29 0 0.998 0.9989 0.998 5.689 2.21 18 6 20 5 0.9954 0.9989 0 8.005 2.508 18 6 56 6 +30 0 0.9968 0.9989 0 5.565 2.145 18 6 14 5 0.9955 0.9989 0 7.926 2.496 18 6 56 6 +31 0 0.998 0.9989 0.998 5.639 2.191 18 6 25 7 0.9956 0.9989 0 7.855 2.486 18 6 56 6 +32 0 0.9968 0.9989 0 5.242 2.06 18 6 9 4 0.9956 0.9989 0 7.776 2.473 18 6 56 6 +33 0 0.9968 0.9989 0 5.284 2.074 20 6 5 2 0.9956 0.9989 0 7.702 2.462 20 6 56 6 +34 0 0.998 0.9989 0.9978 5.659 2.217 20 6 5 3 0.9957 0.9989 0 7.644 2.455 20 6 56 6 +35 0 0.993 0.9989 0 5.588 2.176 20 6 15 4 0.9956 0.9989 0 7.587 2.447 20 6 56 6 +36 0 0.998 0.9989 0.9976 5.4 2.101 20 6 3 1 0.9957 0.9989 0 7.528 2.438 20 6 56 6 +37 0 0.9968 0.9989 0 5.536 2.123 20 6 17 5 0.9957 0.9989 0 7.475 2.429 20 6 56 6 +38 0 0.9968 0.9989 0 5.688 2.196 20 6 12 5 0.9957 0.9989 0 7.43 2.423 20 6 56 6 +39 0 0.998 0.9989 0.998 5.771 2.254 20 6 9 5 0.9958 0.9989 0 7.388 2.419 20 6 56 6 +40 0 0.998 0.9989 0.9979 5.688 2.231 20 6 10 3 0.9958 0.9989 0 7.347 2.415 20 6 56 6 +41 0 0.9968 0.9989 0 5.951 2.336 20 6 9 4 0.9959 0.9989 0 7.313 2.413 20 6 56 6 +42 0 0.998 0.9989 0.9973 6.051 2.393 20 6 15 6 0.9959 0.9989 0 7.284 2.412 20 6 56 6 +43 0 0.9968 0.9989 0 5.763 2.281 20 6 10 4 0.9959 0.9989 0 7.249 2.409 20 6 56 6 +44 0 0.9968 0.9989 0 5.889 2.345 20 6 12 7 0.996 0.9989 0 7.219 2.408 20 6 56 6 +45 0 0.998 0.9989 0.9973 5.965 2.359 20 6 15 6 0.996 0.9989 0 7.192 2.407 20 6 56 6 +46 0 0.9968 0.9989 0 5.8 2.276 20 6 17 6 0.996 0.9989 0 7.162 2.404 20 6 56 6 +47 0 0.998 0.9989 0.9973 5.237 2.076 20 6 15 6 0.9961 0.9989 0 7.122 2.397 20 6 56 6 +48 0 0.998 0.9989 0.9977 5.214 2.05 20 6 11 4 0.9961 0.9989 0 7.083 2.39 20 6 56 6 +49 0 0.998 0.9989 0.9969 5.22 2.045 20 6 9 4 0.9961 0.9989 0 7.046 2.383 20 6 56 6 +50 0 0.9968 0.9989 0 5.161 2.01 20 6 8 3 0.9961 0.9989 0 7.009 2.376 20 6 56 6 diff --git a/Seminar/10gen/10_run_pyramid_2/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_2/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_2/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_2/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_2/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_2/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/10_run_pyramid_3/aggregated.tsv b/Seminar/10gen/10_run_pyramid_3/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_3/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_3/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_3/aggregated_all.tsv new file mode 100644 index 0000000..f3a25fa --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_3/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 97226661194 +Wall Time (ms): 4743 +CPU Cycles: 77590981521804467 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 325586944 +2 274 343580672 +3 522 351772672 +4 736 357175296 +5 953 363388928 +6 1149 369709056 +7 1338 378003456 +8 1534 385159168 +9 1700 389910528 +10 1859 396439552 +11 1962 401035264 +12 2269 282869760 +13 2381 284164096 +14 2481 289734656 +15 2585 293314560 +16 2679 298520576 +17 2782 302297088 +18 2875 308191232 +19 2957 311713792 +20 3040 315465728 +21 3098 317005824 +22 3288 229314560 +23 3353 232198144 +24 3412 235139072 +25 3473 237924352 +26 3528 238522368 +27 3582 242376704 +28 3637 243744768 +29 3687 248180736 +30 3743 250134528 +31 3788 251437056 +32 3889 152317952 +33 3929 153382912 +34 3968 154992640 +35 4006 156311552 +36 4043 157032448 +37 4082 157782016 +38 4119 160055296 +39 4156 160788480 +40 4198 162664448 +41 4236 164077568 +42 4329 109498368 +43 4362 110190592 +44 4395 110571520 +45 4429 111386624 +46 4466 112754688 +47 4498 113520640 +48 4532 114307072 +49 4564 114753536 +50 4598 115695616 +51 4630 115691520 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9722666119 +Wall Time (ms): 3416 +CPU Cycles: 7759098152180446 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32558694 +2 274 34358067 +3 522 35177267 +4 736 35717529 +5 953 36338892 +6 1149 36970905 +7 1338 37800345 +8 1534 38515916 +9 1700 38991052 +10 1859 39643955 +11 1962 40103526 +12 2269 40409965 +13 2381 40594870 +14 2481 41390665 +15 2585 41902080 +16 2679 42645796 +17 2782 43185298 +18 2875 44027318 +19 2957 44530541 +20 3040 45066532 +21 3098 45286546 +22 3288 45862912 +23 3353 46439628 +24 3412 47027814 +25 3473 47584870 +26 3528 47704473 +27 3582 48475340 +28 3637 48748953 +29 3687 49636147 +30 3743 50026905 +31 3788 50287411 +32 3889 50772650 +33 3929 51127637 +34 3968 51664213 +35 4006 52103850 +36 4043 52344149 +37 4082 52594005 +38 4119 53351765 +39 4156 53596160 +40 4198 54221482 +41 4236 54692522 +42 4329 54749184 +43 4362 55095296 +44 4395 55285760 +45 4429 55693312 +46 4466 56377344 +47 4498 56760320 +48 4532 57153536 +49 4564 57376768 +50 4598 57847808 +51 4630 57845760 +Hits Total +2163 2810 +Percent Hit: 76.9751% +Fitness +0.998628 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +733 387 1430 259 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9583 0.9983 0 17.1665 3.3358 22 4 53 5 0.9583 0.9983 0 17.1665 3.3358 22 4 53 5 +1 0 0.98929 0.99853 0 15.094 3.3827 18 4 46 6 0.9738 0.99853 0 16.1301 3.3593 18 4 53 5 +2 0 0.9919 0.99853 0 14.1939 3.3827 18 4 32 5 0.97982 0.99853 0 15.4847 3.3671 18 4 53 5 +3 0 0.99328 0.99854 0 13.377 3.4168 20 4 30 6 0.98318 0.99854 0 14.9579 3.3795 20 4 53 5 +4 0 0.99264 0.99854 0.09977 12.9522 3.3871 21 4 33 5 0.98509 0.99854 0 14.5568 3.381 21 4 53 5 +5 0 0.99403 0.9986 0 12.6034 3.3621 20 5 30 6 0.98657 0.9986 0 14.2312 3.3778 20 5 53 5 +6 0 0.99466 0.9986 0.09976 11.9352 3.3135 20 5 25 6 0.98772 0.9986 0 13.9032 3.3687 20 5 53 5 +7 0 0.99477 0.99861 0.19953 11.697 3.3354 20 4 23 5 0.98861 0.99861 0 13.6275 3.3645 20 4 53 5 +8 0 0.99528 0.99861 0 11.2715 3.2602 20 4 39 8 0.98936 0.99861 0 13.3656 3.3529 20 4 53 5 +9 0 0.99553 0.99861 0.1993 10.8812 3.2089 20 4 41 8 0.98997 0.99861 0 13.1172 3.3385 20 4 53 5 +10 0 0.69657 0.6991 0 7.5583 2.2532 14 3 23 5 0.69348 0.6991 0 9.1737 2.3557 14 3 30 3 +11 0 0.69674 0.6991 0.09967 7.2832 2.231 14 3 27 5 0.69376 0.6991 0 9.0161 2.3455 14 3 30 3 +12 0 0.69687 0.6991 0.09979 7.0252 2.2084 14 3 22 5 0.69401 0.6991 0 8.863 2.3349 14 3 30 3 +13 0 0.69699 0.6991 0.09979 6.6926 2.1557 14 3 17 5 0.69422 0.6991 0 8.7079 2.3221 14 3 30 3 +14 0 0.697 0.69912 0 6.3696 2.0669 14 3 18 5 0.6944 0.69912 0 8.5519 2.305 14 3 30 3 +15 0 0.69775 0.69912 0.19949 6.1496 2.0249 14 3 16 4 0.69462 0.69912 0 8.4018 2.2875 14 3 30 3 +16 0 0.69763 0.69912 0.19957 5.9605 1.993 14 3 22 5 0.69479 0.69912 0 8.2582 2.2703 14 3 30 3 +17 0 0.69712 0.69912 0 5.7499 1.9412 14 3 15 4 0.69493 0.69912 0 8.1189 2.2519 14 3 30 3 +18 0 0.697 0.69912 0.19938 5.6435 1.9316 14 3 17 4 0.69504 0.69912 0 7.9887 2.2352 14 3 30 3 +19 0 0.69812 0.69912 0.39888 5.3627 1.8615 14 3 16 4 0.69518 0.69912 0 7.8572 2.2165 14 3 30 3 +20 0 0.49852 0.4994 0.19959 3.6321 1.2732 12 3 9 3 0.49666 0.4994 0 5.4567 1.5532 12 3 20 2 +21 0 0.49839 0.4994 0.19945 3.6306 1.275 11 3 6 2 0.49674 0.4994 0 5.3738 1.5406 11 3 20 2 +22 0 0.49826 0.4994 0 3.4966 1.2488 11 3 25 5 0.49682 0.4994 0 5.292 1.5278 11 3 20 2 +23 0 0.49839 0.4994 0.09979 3.3245 1.206 11 3 6 2 0.49687 0.4994 0 5.2101 1.5145 11 3 20 2 +24 0 0.49889 0.4994 0.39902 3.2201 1.1749 11 3 5 1 0.49695 0.4994 0 5.1305 1.501 11 3 20 2 +25 0 0.49877 0.4994 0.29931 3.1044 1.1394 11 2 6 2 0.49702 0.4994 0 5.0526 1.4869 11 2 20 2 +26 0 0.49853 0.4994 0.19957 2.9874 1.1008 11 2 6 2 0.49707 0.4994 0 4.9762 1.4726 11 2 20 2 +27 0 0.49877 0.4994 0.29932 2.9313 1.084 12 3 9 3 0.49714 0.4994 0 4.9031 1.4587 12 3 20 2 +28 0 0.49877 0.4994 0.29933 2.9079 1.081 12 3 9 3 0.4972 0.4994 0 4.8342 1.4457 12 3 20 2 +29 0 0.49865 0.4994 0.29935 2.8852 1.0833 12 3 6 2 0.49724 0.4994 0 4.7693 1.4336 12 3 20 2 +30 0 0.29904 0.29966 0 1.8252 0.6695 9 2 4 2 0.29838 0.29966 0 2.9307 0.8599 9 2 8 1 +31 0 0.29929 0.29966 0.19944 1.7928 0.6719 9 2 3 1 0.29841 0.29966 0 2.8952 0.854 9 2 8 1 +32 0 0.29879 0.29966 0.19942 1.7583 0.6507 9 2 6 1 0.29842 0.29966 0 2.8607 0.8479 9 2 8 1 +33 0 0.29929 0.29966 0.19936 1.7229 0.6327 9 2 4 1 0.29843 0.29966 0 2.8273 0.8416 9 2 8 1 +34 0 0.29904 0.29966 0 1.7107 0.6216 9 2 5 1 0.29846 0.29966 0 2.7954 0.8353 9 2 8 1 +35 0 0.29916 0.29966 0.09979 1.6878 0.6034 9 2 5 1 0.29847 0.29966 0 2.7646 0.8288 9 2 8 1 +36 0 0.29941 0.29966 0.29926 1.665 0.602 9 2 8 1 0.2985 0.29966 0 2.7349 0.8227 9 2 8 1 +37 0 0.29928 0.29966 0.19956 1.7618 0.6294 9 2 3 1 0.29852 0.29966 0 2.7093 0.8176 9 2 8 1 +38 0 0.29892 0.29966 0 1.7615 0.6254 8 2 4 1 0.29853 0.29966 0 2.6849 0.8126 8 2 8 1 +39 0 0.29928 0.29966 0.19951 1.6841 0.6004 8 2 6 2 0.29854 0.29966 0 2.6599 0.8074 8 2 8 1 +40 0 0.19961 0.19978 0.19958 1.2138 0.4338 7 2 3 0 0.1991 0.19978 0 1.7689 0.5426 7 2 6 1 +41 0 0.19949 0.19978 0.09973 1.1839 0.4316 7 2 2 0 0.19911 0.19978 0 1.755 0.54 7 2 6 1 +42 0 0.19936 0.19978 0 1.174 0.4242 7 2 4 1 0.19912 0.19978 0 1.7415 0.5373 7 2 6 1 +43 0 0.19948 0.19978 0.09978 1.1846 0.4275 7 2 2 0 0.19912 0.19978 0 1.7289 0.5348 7 2 6 1 +44 0 0.19948 0.19978 0.09977 1.1215 0.4157 7 2 7 1 0.19914 0.19978 0 1.7153 0.5322 7 2 6 1 +45 0 0.19948 0.19978 0.09977 1.0946 0.4033 7 2 2 1 0.19914 0.19978 0 1.7018 0.5294 7 2 6 1 +46 0 0.19911 0.19978 0 1.088 0.4063 7 2 2 0 0.19914 0.19978 0 1.6888 0.5267 7 2 6 1 +47 0 0.19948 0.19978 0.09978 1.0539 0.3993 7 2 1 0 0.19915 0.19978 0 1.6756 0.5241 7 2 6 1 +48 0 0.19948 0.19978 0.0998 1.0813 0.4121 7 2 1 0 0.19915 0.19978 0 1.6635 0.5218 7 2 6 1 +49 0 0.19948 0.19978 0.0998 1.1038 0.4106 7 2 1 0 0.19916 0.19978 0 1.6522 0.5196 7 2 6 1 +50 0 0.09968 0.09989 0 0.6115 0.2114 3 0 0 0 0.09957 0.09989 0 0.8709 0.2656 3 0 4 0 diff --git a/Seminar/10gen/10_run_pyramid_3/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_3/aggregated_best_fitness.tsv new file mode 100644 index 0000000..e07ec89 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_3/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 15992639991 +Wall Time (ms): 4743 +CPU Cycles: 7759103876305999 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32378880 +2 248 34304000 +3 499 35270656 +4 812 35721216 +5 1088 36167680 +6 1330 37101568 +7 1582 37711872 +8 1825 38551552 +9 1960 39165952 +10 2024 40099840 +11 2089 40116224 +12 2258 40931328 +13 2385 41181184 +14 2477 42831872 +15 2588 43302912 +16 2686 43528192 +17 2787 44220416 +18 2870 44609536 +19 2942 44580864 +20 3062 45072384 +21 3109 45531136 +22 3284 46030848 +23 3354 46682112 +24 3417 47468544 +25 3493 48062464 +26 3565 47882240 +27 3618 48697344 +28 3676 49188864 +29 3726 49627136 +30 3793 50462720 +31 3831 49807360 +32 3902 50696192 +33 3947 51195904 +34 3986 51724288 +35 4025 52391936 +36 4061 52772864 +37 4107 52834304 +38 4149 53542912 +39 4191 54116352 +40 4240 54628352 +41 4283 54996992 +42 4336 55189504 +43 4371 55603200 +44 4410 55951360 +45 4448 56369152 +46 4486 57106432 +47 4518 57417728 +48 4553 57860096 +49 4588 58470400 +50 4622 58621952 +51 4654 58433536 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15992639991 +Wall Time (ms): 4692 +CPU Cycles: 7759103876305999 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32378880 +2 248 34304000 +3 499 35270656 +4 812 35721216 +5 1088 36167680 +6 1330 37101568 +7 1582 37711872 +8 1825 38551552 +9 1960 39165952 +10 2024 40099840 +11 2089 40116224 +12 2258 40931328 +13 2385 41181184 +14 2477 42831872 +15 2588 43302912 +16 2686 43528192 +17 2787 44220416 +18 2870 44609536 +19 2942 44580864 +20 3062 45072384 +21 3109 45531136 +22 3284 46030848 +23 3354 46682112 +24 3417 47468544 +25 3493 48062464 +26 3565 47882240 +27 3618 48697344 +28 3676 49188864 +29 3726 49627136 +30 3793 50462720 +31 3831 49807360 +32 3902 50696192 +33 3947 51195904 +34 3986 51724288 +35 4025 52391936 +36 4061 52772864 +37 4107 52834304 +38 4149 53542912 +39 4191 54116352 +40 4240 54628352 +41 4283 54996992 +42 4336 55189504 +43 4371 55603200 +44 4410 55951360 +45 4448 56369152 +46 4486 57106432 +47 4518 57417728 +48 4553 57860096 +49 4588 58470400 +50 4622 58621952 +51 4654 58433536 +Hits Total +2580 2810 +Percent Hit: 91.8149% +Fitness +0.998908 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1012 94 1568 136 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9706 0.9981 0 16.97 3.296 12 3 42 6 0.9706 0.9981 0 16.97 3.296 12 3 42 6 +1 0 0.9881 0.9989 0 15.646 3.449 53 8 29 5 0.9793 0.9989 0 16.308 3.373 53 8 42 6 +2 0 0.9931 0.9989 0 14.805 3.496 53 8 92 9 0.9839 0.9989 0 15.807 3.414 53 8 42 6 +3 0 0.9956 0.9989 0 14.5 3.579 53 8 54 10 0.9868 0.9989 0 15.48 3.455 53 8 42 6 +4 0 0.9868 0.9989 0 14.494 3.616 58 8 13 4 0.9868 0.9989 0 15.283 3.487 58 8 42 6 +5 0 0.9906 0.9989 0 14.056 3.576 58 8 18 6 0.9874 0.9989 0 15.079 3.502 58 8 42 6 +6 0 0.9931 0.9989 0 13.014 3.5 58 8 15 5 0.9882 0.9989 0 14.784 3.502 58 8 42 6 +7 0 0.9943 0.9989 0 12.252 3.476 58 8 21 6 0.989 0.9989 0 14.467 3.499 58 8 42 6 +8 0 0.9968 0.9989 0 12.355 3.429 58 8 9 3 0.9899 0.9989 0 14.232 3.491 58 8 42 6 +9 0 0.9968 0.9989 0 12.211 3.473 58 8 37 6 0.9906 0.9989 0 14.03 3.489 58 8 42 6 +10 0 0.9956 0.9989 0 10.969 3.337 58 8 14 5 0.991 0.9989 0 13.752 3.475 58 8 42 6 +11 0 0.9943 0.9989 0 10.349 3.272 58 8 62 8 0.9913 0.9989 0 13.468 3.458 58 8 42 6 +12 0 0.9968 0.9989 0 9.614 3.092 58 8 20 5 0.9917 0.9989 0 13.172 3.43 58 8 42 6 +13 0 0.9943 0.9989 0 9.544 3.146 58 8 21 8 0.9919 0.9989 0 12.913 3.41 58 8 42 6 +14 0 0.9968 0.9989 0 9.059 2.996 58 8 18 6 0.9922 0.9989 0 12.656 3.382 58 8 42 6 +15 0 0.9968 0.9989 0 8.438 2.809 58 8 21 5 0.9925 0.9989 0 12.392 3.346 58 8 42 6 +16 0 0.9981 0.9989 0.9979 8.05 2.706 58 8 12 3 0.9928 0.9989 0 12.137 3.309 58 8 42 6 +17 0 0.9968 0.9989 0 7.556 2.609 58 8 19 7 0.9931 0.9989 0 11.882 3.27 58 8 42 6 +18 0 0.9968 0.9989 0 7.731 2.585 58 8 17 5 0.9933 0.9989 0 11.664 3.234 58 8 42 6 +19 0 0.9968 0.9989 0 7.754 2.547 58 8 37 13 0.9934 0.9989 0 11.468 3.2 58 8 42 6 +20 0 0.9981 0.9989 0.9979 8.16 2.636 58 8 24 9 0.9937 0.9989 0 11.311 3.173 58 8 42 6 +21 0 0.9981 0.9989 0.9979 7.961 2.56 48 8 11 4 0.9939 0.9989 0 11.159 3.145 48 8 42 6 +22 0 0.9968 0.9989 0 7.84 2.604 48 8 54 13 0.994 0.9989 0 11.014 3.121 48 8 42 6 +23 0 0.9968 0.9989 0 7.771 2.551 48 8 15 5 0.9941 0.9989 0 10.879 3.098 48 8 42 6 +24 0 0.9968 0.9989 0 7.691 2.498 48 8 14 5 0.9942 0.9989 0 10.752 3.074 48 8 42 6 +25 0 0.9968 0.9989 0 7.228 2.384 48 8 18 6 0.9943 0.9989 0 10.616 3.047 48 8 42 6 +26 0 0.9956 0.9989 0 7.306 2.377 48 8 25 7 0.9944 0.9989 0 10.493 3.022 48 8 42 6 +27 0 0.9981 0.9989 0.9979 7.018 2.328 48 8 22 9 0.9945 0.9989 0 10.369 2.997 48 8 42 6 +28 0 0.9968 0.9989 0 7.003 2.295 48 8 21 7 0.9946 0.9989 0 10.253 2.973 48 8 42 6 +29 0 0.9981 0.9989 0.9979 7.058 2.345 48 8 11 5 0.9947 0.9989 0 10.147 2.952 48 8 42 6 +30 0 0.9968 0.9989 0 7.442 2.445 48 8 14 7 0.9948 0.9989 0 10.059 2.936 48 8 42 6 +31 0 0.9981 0.9989 0.9965 7.08 2.393 48 8 25 5 0.9949 0.9989 0 9.966 2.919 48 8 42 6 +32 0 0.9981 0.9989 0.9965 6.959 2.304 48 8 25 5 0.995 0.9989 0 9.875 2.9 48 8 42 6 +33 0 0.9981 0.9989 0.9977 6.872 2.275 48 8 5 3 0.995 0.9989 0 9.787 2.882 48 8 42 6 +34 0 0.9968 0.9989 0 6.786 2.254 48 8 8 4 0.9951 0.9989 0 9.701 2.864 48 8 42 6 +35 0 0.9968 0.9989 0 6.929 2.246 48 8 26 7 0.9951 0.9989 0 9.624 2.847 48 8 42 6 +36 0 0.9981 0.9989 0.997 6.893 2.279 48 8 70 9 0.9952 0.9989 0 9.55 2.831 48 8 42 6 +37 0 0.9968 0.9989 0 7.652 2.406 48 8 12 4 0.9953 0.9989 0 9.5 2.82 48 8 42 6 +38 0 0.9968 0.9989 0 7.588 2.391 36 8 13 5 0.9953 0.9989 0 9.451 2.809 36 8 42 6 +39 0 0.9968 0.9989 0 7.29 2.312 36 8 32 8 0.9953 0.9989 0 9.397 2.797 36 8 42 6 +40 0 0.9981 0.9989 0.9979 6.641 2.189 36 8 7 3 0.9954 0.9989 0 9.33 2.782 36 8 42 6 +41 0 0.9981 0.9989 0.9973 6.593 2.231 36 8 13 4 0.9955 0.9989 0 9.265 2.769 36 8 42 6 +42 0 0.9968 0.9989 0 6.442 2.143 36 8 22 6 0.9955 0.9989 0 9.199 2.754 36 8 42 6 +43 0 0.9968 0.9989 0 6.532 2.181 36 8 17 5 0.9955 0.9989 0 9.139 2.741 36 8 42 6 +44 0 0.9968 0.9989 0 6.145 2.126 36 8 63 9 0.9956 0.9989 0 9.072 2.728 36 8 42 6 +45 0 0.9968 0.9989 0 6.096 2.091 36 8 14 4 0.9956 0.9989 0 9.007 2.714 36 8 42 6 +46 0 0.9956 0.9989 0 6.019 2.129 36 8 14 4 0.9956 0.9989 0 8.944 2.701 36 8 42 6 +47 0 0.9968 0.9989 0 5.794 2.104 36 8 11 5 0.9956 0.9989 0 8.878 2.689 36 8 42 6 +48 0 0.9968 0.9989 0 5.92 2.179 36 8 6 3 0.9956 0.9989 0 8.818 2.678 36 8 42 6 +49 0 0.9968 0.9989 0 5.985 2.107 36 8 13 4 0.9957 0.9989 0 8.761 2.667 36 8 42 6 +50 0 0.9968 0.9989 0 6.115 2.114 36 8 8 3 0.9957 0.9989 0 8.709 2.656 36 8 42 6 diff --git a/Seminar/10gen/10_run_pyramid_3/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_3/aggregated_best_generations.tsv new file mode 100644 index 0000000..e07ec89 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_3/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 15992639991 +Wall Time (ms): 4743 +CPU Cycles: 7759103876305999 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32378880 +2 248 34304000 +3 499 35270656 +4 812 35721216 +5 1088 36167680 +6 1330 37101568 +7 1582 37711872 +8 1825 38551552 +9 1960 39165952 +10 2024 40099840 +11 2089 40116224 +12 2258 40931328 +13 2385 41181184 +14 2477 42831872 +15 2588 43302912 +16 2686 43528192 +17 2787 44220416 +18 2870 44609536 +19 2942 44580864 +20 3062 45072384 +21 3109 45531136 +22 3284 46030848 +23 3354 46682112 +24 3417 47468544 +25 3493 48062464 +26 3565 47882240 +27 3618 48697344 +28 3676 49188864 +29 3726 49627136 +30 3793 50462720 +31 3831 49807360 +32 3902 50696192 +33 3947 51195904 +34 3986 51724288 +35 4025 52391936 +36 4061 52772864 +37 4107 52834304 +38 4149 53542912 +39 4191 54116352 +40 4240 54628352 +41 4283 54996992 +42 4336 55189504 +43 4371 55603200 +44 4410 55951360 +45 4448 56369152 +46 4486 57106432 +47 4518 57417728 +48 4553 57860096 +49 4588 58470400 +50 4622 58621952 +51 4654 58433536 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15992639991 +Wall Time (ms): 4692 +CPU Cycles: 7759103876305999 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32378880 +2 248 34304000 +3 499 35270656 +4 812 35721216 +5 1088 36167680 +6 1330 37101568 +7 1582 37711872 +8 1825 38551552 +9 1960 39165952 +10 2024 40099840 +11 2089 40116224 +12 2258 40931328 +13 2385 41181184 +14 2477 42831872 +15 2588 43302912 +16 2686 43528192 +17 2787 44220416 +18 2870 44609536 +19 2942 44580864 +20 3062 45072384 +21 3109 45531136 +22 3284 46030848 +23 3354 46682112 +24 3417 47468544 +25 3493 48062464 +26 3565 47882240 +27 3618 48697344 +28 3676 49188864 +29 3726 49627136 +30 3793 50462720 +31 3831 49807360 +32 3902 50696192 +33 3947 51195904 +34 3986 51724288 +35 4025 52391936 +36 4061 52772864 +37 4107 52834304 +38 4149 53542912 +39 4191 54116352 +40 4240 54628352 +41 4283 54996992 +42 4336 55189504 +43 4371 55603200 +44 4410 55951360 +45 4448 56369152 +46 4486 57106432 +47 4518 57417728 +48 4553 57860096 +49 4588 58470400 +50 4622 58621952 +51 4654 58433536 +Hits Total +2580 2810 +Percent Hit: 91.8149% +Fitness +0.998908 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1012 94 1568 136 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9706 0.9981 0 16.97 3.296 12 3 42 6 0.9706 0.9981 0 16.97 3.296 12 3 42 6 +1 0 0.9881 0.9989 0 15.646 3.449 53 8 29 5 0.9793 0.9989 0 16.308 3.373 53 8 42 6 +2 0 0.9931 0.9989 0 14.805 3.496 53 8 92 9 0.9839 0.9989 0 15.807 3.414 53 8 42 6 +3 0 0.9956 0.9989 0 14.5 3.579 53 8 54 10 0.9868 0.9989 0 15.48 3.455 53 8 42 6 +4 0 0.9868 0.9989 0 14.494 3.616 58 8 13 4 0.9868 0.9989 0 15.283 3.487 58 8 42 6 +5 0 0.9906 0.9989 0 14.056 3.576 58 8 18 6 0.9874 0.9989 0 15.079 3.502 58 8 42 6 +6 0 0.9931 0.9989 0 13.014 3.5 58 8 15 5 0.9882 0.9989 0 14.784 3.502 58 8 42 6 +7 0 0.9943 0.9989 0 12.252 3.476 58 8 21 6 0.989 0.9989 0 14.467 3.499 58 8 42 6 +8 0 0.9968 0.9989 0 12.355 3.429 58 8 9 3 0.9899 0.9989 0 14.232 3.491 58 8 42 6 +9 0 0.9968 0.9989 0 12.211 3.473 58 8 37 6 0.9906 0.9989 0 14.03 3.489 58 8 42 6 +10 0 0.9956 0.9989 0 10.969 3.337 58 8 14 5 0.991 0.9989 0 13.752 3.475 58 8 42 6 +11 0 0.9943 0.9989 0 10.349 3.272 58 8 62 8 0.9913 0.9989 0 13.468 3.458 58 8 42 6 +12 0 0.9968 0.9989 0 9.614 3.092 58 8 20 5 0.9917 0.9989 0 13.172 3.43 58 8 42 6 +13 0 0.9943 0.9989 0 9.544 3.146 58 8 21 8 0.9919 0.9989 0 12.913 3.41 58 8 42 6 +14 0 0.9968 0.9989 0 9.059 2.996 58 8 18 6 0.9922 0.9989 0 12.656 3.382 58 8 42 6 +15 0 0.9968 0.9989 0 8.438 2.809 58 8 21 5 0.9925 0.9989 0 12.392 3.346 58 8 42 6 +16 0 0.9981 0.9989 0.9979 8.05 2.706 58 8 12 3 0.9928 0.9989 0 12.137 3.309 58 8 42 6 +17 0 0.9968 0.9989 0 7.556 2.609 58 8 19 7 0.9931 0.9989 0 11.882 3.27 58 8 42 6 +18 0 0.9968 0.9989 0 7.731 2.585 58 8 17 5 0.9933 0.9989 0 11.664 3.234 58 8 42 6 +19 0 0.9968 0.9989 0 7.754 2.547 58 8 37 13 0.9934 0.9989 0 11.468 3.2 58 8 42 6 +20 0 0.9981 0.9989 0.9979 8.16 2.636 58 8 24 9 0.9937 0.9989 0 11.311 3.173 58 8 42 6 +21 0 0.9981 0.9989 0.9979 7.961 2.56 48 8 11 4 0.9939 0.9989 0 11.159 3.145 48 8 42 6 +22 0 0.9968 0.9989 0 7.84 2.604 48 8 54 13 0.994 0.9989 0 11.014 3.121 48 8 42 6 +23 0 0.9968 0.9989 0 7.771 2.551 48 8 15 5 0.9941 0.9989 0 10.879 3.098 48 8 42 6 +24 0 0.9968 0.9989 0 7.691 2.498 48 8 14 5 0.9942 0.9989 0 10.752 3.074 48 8 42 6 +25 0 0.9968 0.9989 0 7.228 2.384 48 8 18 6 0.9943 0.9989 0 10.616 3.047 48 8 42 6 +26 0 0.9956 0.9989 0 7.306 2.377 48 8 25 7 0.9944 0.9989 0 10.493 3.022 48 8 42 6 +27 0 0.9981 0.9989 0.9979 7.018 2.328 48 8 22 9 0.9945 0.9989 0 10.369 2.997 48 8 42 6 +28 0 0.9968 0.9989 0 7.003 2.295 48 8 21 7 0.9946 0.9989 0 10.253 2.973 48 8 42 6 +29 0 0.9981 0.9989 0.9979 7.058 2.345 48 8 11 5 0.9947 0.9989 0 10.147 2.952 48 8 42 6 +30 0 0.9968 0.9989 0 7.442 2.445 48 8 14 7 0.9948 0.9989 0 10.059 2.936 48 8 42 6 +31 0 0.9981 0.9989 0.9965 7.08 2.393 48 8 25 5 0.9949 0.9989 0 9.966 2.919 48 8 42 6 +32 0 0.9981 0.9989 0.9965 6.959 2.304 48 8 25 5 0.995 0.9989 0 9.875 2.9 48 8 42 6 +33 0 0.9981 0.9989 0.9977 6.872 2.275 48 8 5 3 0.995 0.9989 0 9.787 2.882 48 8 42 6 +34 0 0.9968 0.9989 0 6.786 2.254 48 8 8 4 0.9951 0.9989 0 9.701 2.864 48 8 42 6 +35 0 0.9968 0.9989 0 6.929 2.246 48 8 26 7 0.9951 0.9989 0 9.624 2.847 48 8 42 6 +36 0 0.9981 0.9989 0.997 6.893 2.279 48 8 70 9 0.9952 0.9989 0 9.55 2.831 48 8 42 6 +37 0 0.9968 0.9989 0 7.652 2.406 48 8 12 4 0.9953 0.9989 0 9.5 2.82 48 8 42 6 +38 0 0.9968 0.9989 0 7.588 2.391 36 8 13 5 0.9953 0.9989 0 9.451 2.809 36 8 42 6 +39 0 0.9968 0.9989 0 7.29 2.312 36 8 32 8 0.9953 0.9989 0 9.397 2.797 36 8 42 6 +40 0 0.9981 0.9989 0.9979 6.641 2.189 36 8 7 3 0.9954 0.9989 0 9.33 2.782 36 8 42 6 +41 0 0.9981 0.9989 0.9973 6.593 2.231 36 8 13 4 0.9955 0.9989 0 9.265 2.769 36 8 42 6 +42 0 0.9968 0.9989 0 6.442 2.143 36 8 22 6 0.9955 0.9989 0 9.199 2.754 36 8 42 6 +43 0 0.9968 0.9989 0 6.532 2.181 36 8 17 5 0.9955 0.9989 0 9.139 2.741 36 8 42 6 +44 0 0.9968 0.9989 0 6.145 2.126 36 8 63 9 0.9956 0.9989 0 9.072 2.728 36 8 42 6 +45 0 0.9968 0.9989 0 6.096 2.091 36 8 14 4 0.9956 0.9989 0 9.007 2.714 36 8 42 6 +46 0 0.9956 0.9989 0 6.019 2.129 36 8 14 4 0.9956 0.9989 0 8.944 2.701 36 8 42 6 +47 0 0.9968 0.9989 0 5.794 2.104 36 8 11 5 0.9956 0.9989 0 8.878 2.689 36 8 42 6 +48 0 0.9968 0.9989 0 5.92 2.179 36 8 6 3 0.9956 0.9989 0 8.818 2.678 36 8 42 6 +49 0 0.9968 0.9989 0 5.985 2.107 36 8 13 4 0.9957 0.9989 0 8.761 2.667 36 8 42 6 +50 0 0.9968 0.9989 0 6.115 2.114 36 8 8 3 0.9957 0.9989 0 8.709 2.656 36 8 42 6 diff --git a/Seminar/10gen/10_run_pyramid_3/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_3/aggregated_best_hits.tsv new file mode 100644 index 0000000..e07ec89 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_3/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 15992639991 +Wall Time (ms): 4743 +CPU Cycles: 7759103876305999 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32378880 +2 248 34304000 +3 499 35270656 +4 812 35721216 +5 1088 36167680 +6 1330 37101568 +7 1582 37711872 +8 1825 38551552 +9 1960 39165952 +10 2024 40099840 +11 2089 40116224 +12 2258 40931328 +13 2385 41181184 +14 2477 42831872 +15 2588 43302912 +16 2686 43528192 +17 2787 44220416 +18 2870 44609536 +19 2942 44580864 +20 3062 45072384 +21 3109 45531136 +22 3284 46030848 +23 3354 46682112 +24 3417 47468544 +25 3493 48062464 +26 3565 47882240 +27 3618 48697344 +28 3676 49188864 +29 3726 49627136 +30 3793 50462720 +31 3831 49807360 +32 3902 50696192 +33 3947 51195904 +34 3986 51724288 +35 4025 52391936 +36 4061 52772864 +37 4107 52834304 +38 4149 53542912 +39 4191 54116352 +40 4240 54628352 +41 4283 54996992 +42 4336 55189504 +43 4371 55603200 +44 4410 55951360 +45 4448 56369152 +46 4486 57106432 +47 4518 57417728 +48 4553 57860096 +49 4588 58470400 +50 4622 58621952 +51 4654 58433536 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15992639991 +Wall Time (ms): 4692 +CPU Cycles: 7759103876305999 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32378880 +2 248 34304000 +3 499 35270656 +4 812 35721216 +5 1088 36167680 +6 1330 37101568 +7 1582 37711872 +8 1825 38551552 +9 1960 39165952 +10 2024 40099840 +11 2089 40116224 +12 2258 40931328 +13 2385 41181184 +14 2477 42831872 +15 2588 43302912 +16 2686 43528192 +17 2787 44220416 +18 2870 44609536 +19 2942 44580864 +20 3062 45072384 +21 3109 45531136 +22 3284 46030848 +23 3354 46682112 +24 3417 47468544 +25 3493 48062464 +26 3565 47882240 +27 3618 48697344 +28 3676 49188864 +29 3726 49627136 +30 3793 50462720 +31 3831 49807360 +32 3902 50696192 +33 3947 51195904 +34 3986 51724288 +35 4025 52391936 +36 4061 52772864 +37 4107 52834304 +38 4149 53542912 +39 4191 54116352 +40 4240 54628352 +41 4283 54996992 +42 4336 55189504 +43 4371 55603200 +44 4410 55951360 +45 4448 56369152 +46 4486 57106432 +47 4518 57417728 +48 4553 57860096 +49 4588 58470400 +50 4622 58621952 +51 4654 58433536 +Hits Total +2580 2810 +Percent Hit: 91.8149% +Fitness +0.998908 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1012 94 1568 136 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9706 0.9981 0 16.97 3.296 12 3 42 6 0.9706 0.9981 0 16.97 3.296 12 3 42 6 +1 0 0.9881 0.9989 0 15.646 3.449 53 8 29 5 0.9793 0.9989 0 16.308 3.373 53 8 42 6 +2 0 0.9931 0.9989 0 14.805 3.496 53 8 92 9 0.9839 0.9989 0 15.807 3.414 53 8 42 6 +3 0 0.9956 0.9989 0 14.5 3.579 53 8 54 10 0.9868 0.9989 0 15.48 3.455 53 8 42 6 +4 0 0.9868 0.9989 0 14.494 3.616 58 8 13 4 0.9868 0.9989 0 15.283 3.487 58 8 42 6 +5 0 0.9906 0.9989 0 14.056 3.576 58 8 18 6 0.9874 0.9989 0 15.079 3.502 58 8 42 6 +6 0 0.9931 0.9989 0 13.014 3.5 58 8 15 5 0.9882 0.9989 0 14.784 3.502 58 8 42 6 +7 0 0.9943 0.9989 0 12.252 3.476 58 8 21 6 0.989 0.9989 0 14.467 3.499 58 8 42 6 +8 0 0.9968 0.9989 0 12.355 3.429 58 8 9 3 0.9899 0.9989 0 14.232 3.491 58 8 42 6 +9 0 0.9968 0.9989 0 12.211 3.473 58 8 37 6 0.9906 0.9989 0 14.03 3.489 58 8 42 6 +10 0 0.9956 0.9989 0 10.969 3.337 58 8 14 5 0.991 0.9989 0 13.752 3.475 58 8 42 6 +11 0 0.9943 0.9989 0 10.349 3.272 58 8 62 8 0.9913 0.9989 0 13.468 3.458 58 8 42 6 +12 0 0.9968 0.9989 0 9.614 3.092 58 8 20 5 0.9917 0.9989 0 13.172 3.43 58 8 42 6 +13 0 0.9943 0.9989 0 9.544 3.146 58 8 21 8 0.9919 0.9989 0 12.913 3.41 58 8 42 6 +14 0 0.9968 0.9989 0 9.059 2.996 58 8 18 6 0.9922 0.9989 0 12.656 3.382 58 8 42 6 +15 0 0.9968 0.9989 0 8.438 2.809 58 8 21 5 0.9925 0.9989 0 12.392 3.346 58 8 42 6 +16 0 0.9981 0.9989 0.9979 8.05 2.706 58 8 12 3 0.9928 0.9989 0 12.137 3.309 58 8 42 6 +17 0 0.9968 0.9989 0 7.556 2.609 58 8 19 7 0.9931 0.9989 0 11.882 3.27 58 8 42 6 +18 0 0.9968 0.9989 0 7.731 2.585 58 8 17 5 0.9933 0.9989 0 11.664 3.234 58 8 42 6 +19 0 0.9968 0.9989 0 7.754 2.547 58 8 37 13 0.9934 0.9989 0 11.468 3.2 58 8 42 6 +20 0 0.9981 0.9989 0.9979 8.16 2.636 58 8 24 9 0.9937 0.9989 0 11.311 3.173 58 8 42 6 +21 0 0.9981 0.9989 0.9979 7.961 2.56 48 8 11 4 0.9939 0.9989 0 11.159 3.145 48 8 42 6 +22 0 0.9968 0.9989 0 7.84 2.604 48 8 54 13 0.994 0.9989 0 11.014 3.121 48 8 42 6 +23 0 0.9968 0.9989 0 7.771 2.551 48 8 15 5 0.9941 0.9989 0 10.879 3.098 48 8 42 6 +24 0 0.9968 0.9989 0 7.691 2.498 48 8 14 5 0.9942 0.9989 0 10.752 3.074 48 8 42 6 +25 0 0.9968 0.9989 0 7.228 2.384 48 8 18 6 0.9943 0.9989 0 10.616 3.047 48 8 42 6 +26 0 0.9956 0.9989 0 7.306 2.377 48 8 25 7 0.9944 0.9989 0 10.493 3.022 48 8 42 6 +27 0 0.9981 0.9989 0.9979 7.018 2.328 48 8 22 9 0.9945 0.9989 0 10.369 2.997 48 8 42 6 +28 0 0.9968 0.9989 0 7.003 2.295 48 8 21 7 0.9946 0.9989 0 10.253 2.973 48 8 42 6 +29 0 0.9981 0.9989 0.9979 7.058 2.345 48 8 11 5 0.9947 0.9989 0 10.147 2.952 48 8 42 6 +30 0 0.9968 0.9989 0 7.442 2.445 48 8 14 7 0.9948 0.9989 0 10.059 2.936 48 8 42 6 +31 0 0.9981 0.9989 0.9965 7.08 2.393 48 8 25 5 0.9949 0.9989 0 9.966 2.919 48 8 42 6 +32 0 0.9981 0.9989 0.9965 6.959 2.304 48 8 25 5 0.995 0.9989 0 9.875 2.9 48 8 42 6 +33 0 0.9981 0.9989 0.9977 6.872 2.275 48 8 5 3 0.995 0.9989 0 9.787 2.882 48 8 42 6 +34 0 0.9968 0.9989 0 6.786 2.254 48 8 8 4 0.9951 0.9989 0 9.701 2.864 48 8 42 6 +35 0 0.9968 0.9989 0 6.929 2.246 48 8 26 7 0.9951 0.9989 0 9.624 2.847 48 8 42 6 +36 0 0.9981 0.9989 0.997 6.893 2.279 48 8 70 9 0.9952 0.9989 0 9.55 2.831 48 8 42 6 +37 0 0.9968 0.9989 0 7.652 2.406 48 8 12 4 0.9953 0.9989 0 9.5 2.82 48 8 42 6 +38 0 0.9968 0.9989 0 7.588 2.391 36 8 13 5 0.9953 0.9989 0 9.451 2.809 36 8 42 6 +39 0 0.9968 0.9989 0 7.29 2.312 36 8 32 8 0.9953 0.9989 0 9.397 2.797 36 8 42 6 +40 0 0.9981 0.9989 0.9979 6.641 2.189 36 8 7 3 0.9954 0.9989 0 9.33 2.782 36 8 42 6 +41 0 0.9981 0.9989 0.9973 6.593 2.231 36 8 13 4 0.9955 0.9989 0 9.265 2.769 36 8 42 6 +42 0 0.9968 0.9989 0 6.442 2.143 36 8 22 6 0.9955 0.9989 0 9.199 2.754 36 8 42 6 +43 0 0.9968 0.9989 0 6.532 2.181 36 8 17 5 0.9955 0.9989 0 9.139 2.741 36 8 42 6 +44 0 0.9968 0.9989 0 6.145 2.126 36 8 63 9 0.9956 0.9989 0 9.072 2.728 36 8 42 6 +45 0 0.9968 0.9989 0 6.096 2.091 36 8 14 4 0.9956 0.9989 0 9.007 2.714 36 8 42 6 +46 0 0.9956 0.9989 0 6.019 2.129 36 8 14 4 0.9956 0.9989 0 8.944 2.701 36 8 42 6 +47 0 0.9968 0.9989 0 5.794 2.104 36 8 11 5 0.9956 0.9989 0 8.878 2.689 36 8 42 6 +48 0 0.9968 0.9989 0 5.92 2.179 36 8 6 3 0.9956 0.9989 0 8.818 2.678 36 8 42 6 +49 0 0.9968 0.9989 0 5.985 2.107 36 8 13 4 0.9957 0.9989 0 8.761 2.667 36 8 42 6 +50 0 0.9968 0.9989 0 6.115 2.114 36 8 8 3 0.9957 0.9989 0 8.709 2.656 36 8 42 6 diff --git a/Seminar/10gen/10_run_pyramid_3/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_3/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_3/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_3/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_3/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_3/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/10_run_pyramid_4/aggregated.tsv b/Seminar/10gen/10_run_pyramid_4/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_4/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_4/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_4/aggregated_all.tsv new file mode 100644 index 0000000..23d7aba --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_4/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 97656444427 +Wall Time (ms): 4741 +CPU Cycles: 77591376009334551 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 325947392 +2 279 344080384 +3 537 349671424 +4 750 358031360 +5 979 363569152 +6 1190 369344512 +7 1373 377196544 +8 1573 384733184 +9 1742 390086656 +10 1873 395952128 +11 1972 403070976 +12 2258 286724096 +13 2382 288526336 +14 2472 292638720 +15 2574 296648704 +16 2668 301400064 +17 2754 302764032 +18 2853 307273728 +19 2932 310366208 +20 2998 313757696 +21 3053 318050304 +22 3261 230498304 +23 3323 231763968 +24 3384 234827776 +25 3445 238153728 +26 3499 239501312 +27 3549 242339840 +28 3607 244215808 +29 3660 245448704 +30 3708 248528896 +31 3748 250953728 +32 3881 152297472 +33 3925 153858048 +34 3969 154820608 +35 4011 156811264 +36 4052 158154752 +37 4091 159645696 +38 4131 161185792 +39 4169 162742272 +40 4208 164155392 +41 4245 165531648 +42 4300 109748224 +43 4332 110116864 +44 4366 111173632 +45 4397 111824896 +46 4430 113045504 +47 4469 113152000 +48 4505 114212864 +49 4542 114999296 +50 4578 115900416 +51 4610 115879936 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9765644442 +Wall Time (ms): 3403 +CPU Cycles: 7759137600933455 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32594739 +2 279 34408038 +3 537 34967142 +4 750 35803136 +5 979 36356915 +6 1190 36934451 +7 1373 37719654 +8 1573 38473318 +9 1742 39008665 +10 1873 39595212 +11 1972 40307097 +12 2258 40960585 +13 2382 41218048 +14 2472 41805531 +15 2574 42378386 +16 2668 43057152 +17 2754 43252004 +18 2853 43896246 +19 2932 44338029 +20 2998 44822528 +21 3053 45435757 +22 3261 46099660 +23 3323 46352793 +24 3384 46965555 +25 3445 47630745 +26 3499 47900262 +27 3549 48467968 +28 3607 48843161 +29 3660 49089740 +30 3708 49705779 +31 3748 50190745 +32 3881 50765824 +33 3925 51286016 +34 3969 51606869 +35 4011 52270421 +36 4052 52718250 +37 4091 53215232 +38 4131 53728597 +39 4169 54247424 +40 4208 54718464 +41 4245 55177216 +42 4300 54874112 +43 4332 55058432 +44 4366 55586816 +45 4397 55912448 +46 4430 56522752 +47 4469 56576000 +48 4505 57106432 +49 4542 57499648 +50 4578 57950208 +51 4610 57939968 +Hits Total +2081 2810 +Percent Hit: 74.0569% +Fitness +0.998671 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1029 107 1052 621 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96095 0.99841 0 17.3243 3.3339 26 3 47 5 0.96095 0.99841 0 17.3243 3.3339 26 3 47 5 +1 0 0.99324 0.99854 0 15.3593 3.3894 31 4 43 6 0.97709 0.99854 0 16.3417 3.3618 31 4 47 5 +2 0 0.99044 0.99854 0 14.9776 3.4696 31 4 36 6 0.98155 0.99854 0 15.8869 3.3977 31 4 47 5 +3 0 0.99175 0.99855 0 14.4393 3.4851 25 4 32 5 0.98411 0.99855 0 15.5253 3.4196 25 4 47 5 +4 0 0.99312 0.99857 0.09949 13.5412 3.4618 26 4 38 6 0.98591 0.99857 0 15.1283 3.428 26 4 47 5 +5 0 0.99269 0.9986 0 12.7751 3.3785 26 4 46 8 0.98702 0.9986 0 14.7362 3.4196 26 4 47 5 +6 0 0.99512 0.9986 0 11.9686 3.313 26 4 36 7 0.98818 0.9986 0 14.3409 3.4044 26 4 47 5 +7 0 0.99468 0.99863 0.09973 11.6055 3.2838 22 4 41 6 0.989 0.99863 0 13.999 3.3895 22 4 47 5 +8 0 0.99474 0.99864 0.09966 10.9696 3.2035 24 4 34 7 0.98963 0.99864 0 13.6623 3.3687 24 4 47 5 +9 0 0.99424 0.99864 0 10.7244 3.1713 24 4 41 7 0.9901 0.99864 0 13.3685 3.349 24 4 47 5 +10 0 0.69636 0.69911 0.09975 7.252 2.1792 18 3 30 6 0.69349 0.69911 0 9.2084 2.3461 18 3 32 3 +11 0 0.69699 0.69911 0.09979 7.1161 2.1718 18 3 32 6 0.69379 0.69911 0 9.0338 2.3316 18 3 32 3 +12 0 0.6971 0.69911 0 6.8018 2.1235 18 3 28 5 0.69404 0.69911 0 8.8624 2.3154 18 3 32 3 +13 0 0.69723 0.69911 0.09949 6.4916 2.076 18 3 23 5 0.69429 0.69911 0 8.693 2.2983 18 3 32 3 +14 0 0.69746 0.69911 0.39852 6.2513 2.0365 18 3 19 4 0.69448 0.69911 0 8.5301 2.2807 18 3 32 3 +15 0 0.69671 0.69911 0.19958 5.9866 1.9893 18 3 21 5 0.69462 0.69911 0 8.3713 2.2628 18 3 32 3 +16 0 0.69773 0.69913 0.29932 5.9659 1.9738 16 3 16 3 0.69481 0.69913 0 8.2298 2.2456 16 3 32 3 +17 0 0.69711 0.69913 0.0998 5.7644 1.9435 16 3 21 5 0.69493 0.69913 0 8.0928 2.2289 16 3 32 3 +18 0 0.69773 0.69913 0.09976 5.5811 1.9146 16 3 15 5 0.69508 0.69913 0 7.9604 2.2125 16 3 32 3 +19 0 0.69748 0.69913 0.19949 5.3606 1.8584 16 3 16 4 0.69519 0.69913 0 7.8306 2.1946 16 3 32 3 +20 0 0.49787 0.4994 0 3.8562 1.3097 14 2 15 3 0.49663 0.4994 0 5.6279 1.5716 14 2 19 2 +21 0 0.49862 0.4994 0.19956 3.701 1.2535 14 2 11 2 0.49674 0.4994 0 5.5404 1.5572 14 2 19 2 +22 0 0.49837 0.4994 0.19954 3.6084 1.2167 14 2 3 1 0.4968 0.4994 0 5.4563 1.5424 14 2 19 2 +23 0 0.49849 0.49941 0.2992 3.4456 1.1909 14 2 8 2 0.49687 0.49941 0 5.3726 1.5277 14 2 19 2 +24 0 0.49837 0.49941 0.19957 3.3973 1.174 14 2 5 2 0.49693 0.49941 0 5.2935 1.5135 14 2 19 2 +25 0 0.49837 0.49941 0.19957 3.3102 1.1426 14 2 13 2 0.49698 0.49941 0 5.2173 1.4992 14 2 19 2 +26 0 0.49875 0.49941 0.29936 3.286 1.1489 14 2 4 2 0.49705 0.49941 0 5.1456 1.4864 14 2 19 2 +27 0 0.49874 0.49941 0.39912 3.1122 1.1107 14 2 8 2 0.49711 0.49941 0 5.073 1.4729 14 2 19 2 +28 0 0.49824 0.49941 0.0998 3.0396 1.0768 14 2 7 2 0.49715 0.49941 0 5.003 1.4593 14 2 19 2 +29 0 0.49824 0.49941 0.09976 2.9302 1.0615 14 2 7 2 0.49719 0.49941 0 4.934 1.446 14 2 19 2 +30 0 0.29914 0.29967 0.19953 1.9678 0.6924 13 2 5 1 0.29834 0.29967 0 3.1727 0.9035 13 2 9 1 +31 0 0.29914 0.29967 0.19949 2.0345 0.708 13 2 6 2 0.29836 0.29967 0 3.1371 0.8974 13 2 9 1 +32 0 0.29927 0.29967 0.19957 2.0547 0.7194 13 2 2 1 0.29839 0.29967 0 3.1044 0.892 13 2 9 1 +33 0 0.29914 0.29967 0.09963 1.9629 0.6903 13 2 5 1 0.29841 0.29967 0 3.0708 0.8859 13 2 9 1 +34 0 0.29939 0.29967 0.29915 1.9508 0.6813 13 2 7 1 0.29843 0.29967 0 3.0388 0.8801 13 2 9 1 +35 0 0.29939 0.29967 0.29913 1.9156 0.6668 13 2 7 2 0.29846 0.29967 0 3.0076 0.8742 13 2 9 1 +36 0 0.29939 0.29967 0.29934 1.9016 0.6697 13 2 2 0 0.29849 0.29967 0 2.9777 0.8686 13 2 9 1 +37 0 0.29939 0.29967 0.29922 1.8286 0.6445 13 2 1 0 0.29851 0.29967 0 2.9474 0.8628 13 2 9 1 +38 0 0.29926 0.29967 0.19945 1.7935 0.6379 13 2 2 1 0.29853 0.29967 0 2.9179 0.8571 13 2 9 1 +39 0 0.29939 0.29967 0.29929 1.7209 0.6215 13 2 3 1 0.29854 0.29967 0 2.8879 0.8511 13 2 9 1 +40 0 0.19947 0.19978 0.09978 1.2491 0.4461 8 1 2 0 0.19907 0.19978 0 1.7882 0.5416 8 1 7 1 +41 0 0.19948 0.19978 0.0997 1.1596 0.4198 8 1 4 1 0.19907 0.19978 0 1.7733 0.5387 8 1 7 1 +42 0 0.19934 0.19978 0 1.1416 0.4153 8 1 3 1 0.19909 0.19978 0 1.7586 0.5359 8 1 7 1 +43 0 0.1996 0.19978 0.19958 1.1715 0.4182 8 1 1 0 0.19909 0.19978 0 1.7452 0.5332 8 1 7 1 +44 0 0.1996 0.19978 0.19958 1.1973 0.4288 8 1 0 0 0.19911 0.19978 0 1.733 0.5308 8 1 7 1 +45 0 0.19935 0.19978 0.09978 1.2429 0.4382 8 1 1 0 0.19912 0.19978 0 1.7224 0.5288 8 1 7 1 +46 0 0.19948 0.19978 0.09973 1.1886 0.4253 8 1 1 0 0.19912 0.19978 0 1.7111 0.5266 8 1 7 1 +47 0 0.19948 0.19978 0.09977 1.2191 0.4359 8 1 4 1 0.19913 0.19978 0 1.7008 0.5247 8 1 7 1 +48 0 0.1996 0.19978 0.19954 1.2269 0.4255 8 1 3 1 0.19914 0.19978 0 1.6912 0.5228 8 1 7 1 +49 0 0.19922 0.19978 0 1.2135 0.4275 8 1 3 0 0.19913 0.19978 0 1.6816 0.5208 8 1 7 1 +50 0 0.0998 0.09989 0.09953 0.7263 0.2316 5 0 0 0 0.09957 0.09989 0 0.9239 0.276 5 0 4 0 diff --git a/Seminar/10gen/10_run_pyramid_4/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_4/aggregated_best_fitness.tsv new file mode 100644 index 0000000..5545192 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_4/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16513250493 +Wall Time (ms): 4741 +CPU Cycles: 7759143380108200 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32563200 +2 294 34619392 +3 564 35495936 +4 791 36093952 +5 1022 36487168 +6 1215 37535744 +7 1406 38293504 +8 1679 39174144 +9 1832 39424000 +10 1974 39755776 +11 2063 40747008 +12 2253 40914944 +13 2374 40935424 +14 2491 41697280 +15 2611 42872832 +16 2712 43143168 +17 2810 44064768 +18 2956 44703744 +19 3027 45068288 +20 3082 45383680 +21 3128 45969408 +22 3257 46505984 +23 3315 47697920 +24 3406 48128000 +25 3473 48201728 +26 3529 48439296 +27 3580 49111040 +28 3631 49647616 +29 3686 50077696 +30 3734 50073600 +31 3774 50475008 +32 3884 50274304 +33 3927 51113984 +34 3975 51855360 +35 4011 52539392 +36 4052 53194752 +37 4094 53329920 +38 4130 53702656 +39 4167 54231040 +40 4209 54730752 +41 4247 54861824 +42 4300 55386112 +43 4334 55910400 +44 4370 56668160 +45 4406 56602624 +46 4444 57659392 +47 4486 57221120 +48 4520 57843712 +49 4567 58056704 +50 4609 58576896 +51 4645 58241024 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16513250493 +Wall Time (ms): 4690 +CPU Cycles: 7759143380108200 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32563200 +2 294 34619392 +3 564 35495936 +4 791 36093952 +5 1022 36487168 +6 1215 37535744 +7 1406 38293504 +8 1679 39174144 +9 1832 39424000 +10 1974 39755776 +11 2063 40747008 +12 2253 40914944 +13 2374 40935424 +14 2491 41697280 +15 2611 42872832 +16 2712 43143168 +17 2810 44064768 +18 2956 44703744 +19 3027 45068288 +20 3082 45383680 +21 3128 45969408 +22 3257 46505984 +23 3315 47697920 +24 3406 48128000 +25 3473 48201728 +26 3529 48439296 +27 3580 49111040 +28 3631 49647616 +29 3686 50077696 +30 3734 50073600 +31 3774 50475008 +32 3884 50274304 +33 3927 51113984 +34 3975 51855360 +35 4011 52539392 +36 4052 53194752 +37 4094 53329920 +38 4130 53702656 +39 4167 54231040 +40 4209 54730752 +41 4247 54861824 +42 4300 55386112 +43 4334 55910400 +44 4370 56668160 +45 4406 56602624 +46 4444 57659392 +47 4486 57221120 +48 4520 57843712 +49 4567 58056704 +50 4609 58576896 +51 4645 58241024 +Hits Total +2608 2810 +Percent Hit: 92.8114% +Fitness +0.998922 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1037 87 1571 115 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9593 0.9982 0 16.558 3.284 25 4 41 5 0.9593 0.9982 0 16.558 3.284 25 4 41 5 +1 0 0.9918 0.9989 0 15.441 3.454 58 8 74 10 0.9756 0.9989 0 15.999 3.369 58 8 41 5 +2 0 0.993 0.9989 0 15.186 3.521 58 8 72 6 0.9814 0.9989 0 15.728 3.42 58 8 41 5 +3 0 0.9855 0.9989 0 14.585 3.609 58 8 13 5 0.9824 0.9989 0 15.443 3.467 58 8 41 5 +4 0 0.998 0.9989 0.9949 13.36 3.502 58 8 26 7 0.9855 0.9989 0 15.026 3.474 58 8 41 5 +5 0 0.9918 0.9989 0 13.286 3.525 57 8 46 8 0.9866 0.9989 0 14.736 3.482 57 8 41 5 +6 0 0.9968 0.9989 0 13.615 3.522 57 8 56 9 0.988 0.9989 0 14.576 3.488 57 8 41 5 +7 0 0.993 0.9989 0 12.52 3.324 57 8 70 9 0.9887 0.9989 0 14.319 3.468 57 8 41 5 +8 0 0.9955 0.9989 0 11.768 3.264 57 8 78 14 0.9894 0.9989 0 14.035 3.445 57 8 41 5 +9 0 0.993 0.9989 0 11.559 3.292 57 8 57 8 0.9898 0.9989 0 13.788 3.43 57 8 41 5 +10 0 0.9968 0.9989 0 11.659 3.342 57 8 59 10 0.9904 0.9989 0 13.594 3.422 57 8 41 5 +11 0 0.9968 0.9989 0 11.326 3.276 57 8 57 10 0.991 0.9989 0 13.405 3.41 57 8 41 5 +12 0 0.9968 0.9989 0 10.852 3.22 57 8 42 6 0.9914 0.9989 0 13.209 3.395 57 8 41 5 +13 0 0.998 0.9989 0.9949 10.456 3.169 57 8 10 4 0.9919 0.9989 0 13.012 3.379 57 8 41 5 +14 0 0.998 0.9989 0.9932 10.019 3.118 57 8 33 12 0.9923 0.9989 0 12.813 3.361 57 8 41 5 +15 0 0.998 0.9989 0.998 10.141 3.141 57 8 11 5 0.9926 0.9989 0 12.646 3.348 57 8 41 5 +16 0 0.9955 0.9989 0 10.621 3.164 57 8 45 9 0.9928 0.9989 0 12.527 3.337 57 8 41 5 +17 0 0.9955 0.9989 0 10.655 3.212 57 8 54 9 0.993 0.9989 0 12.423 3.33 57 8 41 5 +18 0 0.9968 0.9989 0 10.46 3.118 57 8 16 4 0.9932 0.9989 0 12.319 3.319 57 8 41 5 +19 0 0.9968 0.9989 0 9.925 2.905 57 8 19 8 0.9933 0.9989 0 12.2 3.298 57 8 41 5 +20 0 0.9955 0.9989 0 9.62 2.801 57 8 99 13 0.9934 0.9989 0 12.077 3.274 57 8 41 5 +21 0 0.998 0.9989 0.9977 9.129 2.641 57 8 43 7 0.9937 0.9989 0 11.943 3.246 57 8 41 5 +22 0 0.9955 0.9989 0 9.051 2.67 57 8 7 3 0.9937 0.9989 0 11.817 3.221 57 8 41 5 +23 0 0.998 0.9989 0.9977 8.209 2.559 57 8 25 5 0.9939 0.9989 0 11.667 3.193 57 8 41 5 +24 0 0.9968 0.9989 0 8.2 2.594 57 8 11 4 0.994 0.9989 0 11.528 3.169 57 8 41 5 +25 0 0.9968 0.9989 0 7.72 2.47 57 8 39 9 0.9941 0.9989 0 11.382 3.142 57 8 41 5 +26 0 0.9968 0.9989 0 7.75 2.461 57 8 14 6 0.9942 0.9989 0 11.247 3.117 57 8 41 5 +27 0 0.998 0.9989 0.9979 7.327 2.421 57 8 19 6 0.9944 0.9989 0 11.107 3.092 57 8 41 5 +28 0 0.9968 0.9989 0 7.277 2.364 57 8 14 5 0.9945 0.9989 0 10.975 3.067 57 8 41 5 +29 0 0.9943 0.9989 0 7.069 2.408 57 8 24 7 0.9944 0.9989 0 10.845 3.045 57 8 41 5 +30 0 0.998 0.9989 0.9975 6.864 2.42 57 8 5 2 0.9946 0.9989 0 10.716 3.025 57 8 41 5 +31 0 0.9955 0.9989 0 6.899 2.409 57 8 18 6 0.9946 0.9989 0 10.597 3.006 57 8 41 5 +32 0 0.9968 0.9989 0 6.919 2.45 57 8 16 6 0.9947 0.9989 0 10.486 2.989 57 8 41 5 +33 0 0.998 0.9989 0.9963 6.96 2.433 57 8 26 7 0.9948 0.9989 0 10.382 2.972 57 8 41 5 +34 0 0.998 0.9989 0.9963 7.117 2.49 57 8 15 7 0.9948 0.9989 0 10.289 2.959 57 8 41 5 +35 0 0.998 0.9989 0.9963 6.772 2.39 57 8 29 7 0.9949 0.9989 0 10.191 2.943 57 8 41 5 +36 0 0.998 0.9989 0.9979 6.673 2.36 57 8 5 2 0.995 0.9989 0 10.096 2.927 57 8 41 5 +37 0 0.998 0.9989 0.9979 6.65 2.26 57 8 3 1 0.9951 0.9989 0 10.005 2.91 57 8 41 5 +38 0 0.998 0.9989 0.9966 6.8 2.339 57 8 9 4 0.9952 0.9989 0 9.923 2.895 57 8 41 5 +39 0 0.998 0.9989 0.9971 6.661 2.292 57 8 11 3 0.9952 0.9989 0 9.841 2.88 57 8 41 5 +40 0 0.998 0.9989 0.9978 6.907 2.272 57 8 4 2 0.9953 0.9989 0 9.77 2.865 57 8 41 5 +41 0 0.9968 0.9989 0 6.541 2.23 57 8 20 7 0.9953 0.9989 0 9.693 2.85 57 8 41 5 +42 0 0.9967 0.9989 0 6.791 2.32 57 8 12 6 0.9954 0.9989 0 9.626 2.838 57 8 41 5 +43 0 0.998 0.9989 0.9978 6.938 2.322 57 8 6 3 0.9954 0.9989 0 9.564 2.826 57 8 41 5 +44 0 0.998 0.9989 0.9978 7.129 2.35 57 8 8 4 0.9955 0.9989 0 9.51 2.815 57 8 41 5 +45 0 0.998 0.9989 0.9978 7.404 2.44 57 8 6 3 0.9956 0.9989 0 9.465 2.807 57 8 41 5 +46 0 0.9968 0.9989 0 6.835 2.291 57 8 9 3 0.9956 0.9989 0 9.409 2.796 57 8 41 5 +47 0 0.9968 0.9989 0 7.183 2.355 57 8 32 11 0.9956 0.9989 0 9.362 2.787 57 8 41 5 +48 0 0.998 0.9989 0.9977 7.275 2.324 57 8 21 6 0.9957 0.9989 0 9.32 2.778 57 8 41 5 +49 0 0.9955 0.9989 0 7.264 2.33 57 8 9 3 0.9956 0.9989 0 9.279 2.769 57 8 41 5 +50 0 0.998 0.9989 0.9953 7.263 2.316 57 8 8 3 0.9957 0.9989 0 9.239 2.76 57 8 41 5 diff --git a/Seminar/10gen/10_run_pyramid_4/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_4/aggregated_best_generations.tsv new file mode 100644 index 0000000..5545192 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_4/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16513250493 +Wall Time (ms): 4741 +CPU Cycles: 7759143380108200 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32563200 +2 294 34619392 +3 564 35495936 +4 791 36093952 +5 1022 36487168 +6 1215 37535744 +7 1406 38293504 +8 1679 39174144 +9 1832 39424000 +10 1974 39755776 +11 2063 40747008 +12 2253 40914944 +13 2374 40935424 +14 2491 41697280 +15 2611 42872832 +16 2712 43143168 +17 2810 44064768 +18 2956 44703744 +19 3027 45068288 +20 3082 45383680 +21 3128 45969408 +22 3257 46505984 +23 3315 47697920 +24 3406 48128000 +25 3473 48201728 +26 3529 48439296 +27 3580 49111040 +28 3631 49647616 +29 3686 50077696 +30 3734 50073600 +31 3774 50475008 +32 3884 50274304 +33 3927 51113984 +34 3975 51855360 +35 4011 52539392 +36 4052 53194752 +37 4094 53329920 +38 4130 53702656 +39 4167 54231040 +40 4209 54730752 +41 4247 54861824 +42 4300 55386112 +43 4334 55910400 +44 4370 56668160 +45 4406 56602624 +46 4444 57659392 +47 4486 57221120 +48 4520 57843712 +49 4567 58056704 +50 4609 58576896 +51 4645 58241024 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16513250493 +Wall Time (ms): 4690 +CPU Cycles: 7759143380108200 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32563200 +2 294 34619392 +3 564 35495936 +4 791 36093952 +5 1022 36487168 +6 1215 37535744 +7 1406 38293504 +8 1679 39174144 +9 1832 39424000 +10 1974 39755776 +11 2063 40747008 +12 2253 40914944 +13 2374 40935424 +14 2491 41697280 +15 2611 42872832 +16 2712 43143168 +17 2810 44064768 +18 2956 44703744 +19 3027 45068288 +20 3082 45383680 +21 3128 45969408 +22 3257 46505984 +23 3315 47697920 +24 3406 48128000 +25 3473 48201728 +26 3529 48439296 +27 3580 49111040 +28 3631 49647616 +29 3686 50077696 +30 3734 50073600 +31 3774 50475008 +32 3884 50274304 +33 3927 51113984 +34 3975 51855360 +35 4011 52539392 +36 4052 53194752 +37 4094 53329920 +38 4130 53702656 +39 4167 54231040 +40 4209 54730752 +41 4247 54861824 +42 4300 55386112 +43 4334 55910400 +44 4370 56668160 +45 4406 56602624 +46 4444 57659392 +47 4486 57221120 +48 4520 57843712 +49 4567 58056704 +50 4609 58576896 +51 4645 58241024 +Hits Total +2608 2810 +Percent Hit: 92.8114% +Fitness +0.998922 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1037 87 1571 115 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9593 0.9982 0 16.558 3.284 25 4 41 5 0.9593 0.9982 0 16.558 3.284 25 4 41 5 +1 0 0.9918 0.9989 0 15.441 3.454 58 8 74 10 0.9756 0.9989 0 15.999 3.369 58 8 41 5 +2 0 0.993 0.9989 0 15.186 3.521 58 8 72 6 0.9814 0.9989 0 15.728 3.42 58 8 41 5 +3 0 0.9855 0.9989 0 14.585 3.609 58 8 13 5 0.9824 0.9989 0 15.443 3.467 58 8 41 5 +4 0 0.998 0.9989 0.9949 13.36 3.502 58 8 26 7 0.9855 0.9989 0 15.026 3.474 58 8 41 5 +5 0 0.9918 0.9989 0 13.286 3.525 57 8 46 8 0.9866 0.9989 0 14.736 3.482 57 8 41 5 +6 0 0.9968 0.9989 0 13.615 3.522 57 8 56 9 0.988 0.9989 0 14.576 3.488 57 8 41 5 +7 0 0.993 0.9989 0 12.52 3.324 57 8 70 9 0.9887 0.9989 0 14.319 3.468 57 8 41 5 +8 0 0.9955 0.9989 0 11.768 3.264 57 8 78 14 0.9894 0.9989 0 14.035 3.445 57 8 41 5 +9 0 0.993 0.9989 0 11.559 3.292 57 8 57 8 0.9898 0.9989 0 13.788 3.43 57 8 41 5 +10 0 0.9968 0.9989 0 11.659 3.342 57 8 59 10 0.9904 0.9989 0 13.594 3.422 57 8 41 5 +11 0 0.9968 0.9989 0 11.326 3.276 57 8 57 10 0.991 0.9989 0 13.405 3.41 57 8 41 5 +12 0 0.9968 0.9989 0 10.852 3.22 57 8 42 6 0.9914 0.9989 0 13.209 3.395 57 8 41 5 +13 0 0.998 0.9989 0.9949 10.456 3.169 57 8 10 4 0.9919 0.9989 0 13.012 3.379 57 8 41 5 +14 0 0.998 0.9989 0.9932 10.019 3.118 57 8 33 12 0.9923 0.9989 0 12.813 3.361 57 8 41 5 +15 0 0.998 0.9989 0.998 10.141 3.141 57 8 11 5 0.9926 0.9989 0 12.646 3.348 57 8 41 5 +16 0 0.9955 0.9989 0 10.621 3.164 57 8 45 9 0.9928 0.9989 0 12.527 3.337 57 8 41 5 +17 0 0.9955 0.9989 0 10.655 3.212 57 8 54 9 0.993 0.9989 0 12.423 3.33 57 8 41 5 +18 0 0.9968 0.9989 0 10.46 3.118 57 8 16 4 0.9932 0.9989 0 12.319 3.319 57 8 41 5 +19 0 0.9968 0.9989 0 9.925 2.905 57 8 19 8 0.9933 0.9989 0 12.2 3.298 57 8 41 5 +20 0 0.9955 0.9989 0 9.62 2.801 57 8 99 13 0.9934 0.9989 0 12.077 3.274 57 8 41 5 +21 0 0.998 0.9989 0.9977 9.129 2.641 57 8 43 7 0.9937 0.9989 0 11.943 3.246 57 8 41 5 +22 0 0.9955 0.9989 0 9.051 2.67 57 8 7 3 0.9937 0.9989 0 11.817 3.221 57 8 41 5 +23 0 0.998 0.9989 0.9977 8.209 2.559 57 8 25 5 0.9939 0.9989 0 11.667 3.193 57 8 41 5 +24 0 0.9968 0.9989 0 8.2 2.594 57 8 11 4 0.994 0.9989 0 11.528 3.169 57 8 41 5 +25 0 0.9968 0.9989 0 7.72 2.47 57 8 39 9 0.9941 0.9989 0 11.382 3.142 57 8 41 5 +26 0 0.9968 0.9989 0 7.75 2.461 57 8 14 6 0.9942 0.9989 0 11.247 3.117 57 8 41 5 +27 0 0.998 0.9989 0.9979 7.327 2.421 57 8 19 6 0.9944 0.9989 0 11.107 3.092 57 8 41 5 +28 0 0.9968 0.9989 0 7.277 2.364 57 8 14 5 0.9945 0.9989 0 10.975 3.067 57 8 41 5 +29 0 0.9943 0.9989 0 7.069 2.408 57 8 24 7 0.9944 0.9989 0 10.845 3.045 57 8 41 5 +30 0 0.998 0.9989 0.9975 6.864 2.42 57 8 5 2 0.9946 0.9989 0 10.716 3.025 57 8 41 5 +31 0 0.9955 0.9989 0 6.899 2.409 57 8 18 6 0.9946 0.9989 0 10.597 3.006 57 8 41 5 +32 0 0.9968 0.9989 0 6.919 2.45 57 8 16 6 0.9947 0.9989 0 10.486 2.989 57 8 41 5 +33 0 0.998 0.9989 0.9963 6.96 2.433 57 8 26 7 0.9948 0.9989 0 10.382 2.972 57 8 41 5 +34 0 0.998 0.9989 0.9963 7.117 2.49 57 8 15 7 0.9948 0.9989 0 10.289 2.959 57 8 41 5 +35 0 0.998 0.9989 0.9963 6.772 2.39 57 8 29 7 0.9949 0.9989 0 10.191 2.943 57 8 41 5 +36 0 0.998 0.9989 0.9979 6.673 2.36 57 8 5 2 0.995 0.9989 0 10.096 2.927 57 8 41 5 +37 0 0.998 0.9989 0.9979 6.65 2.26 57 8 3 1 0.9951 0.9989 0 10.005 2.91 57 8 41 5 +38 0 0.998 0.9989 0.9966 6.8 2.339 57 8 9 4 0.9952 0.9989 0 9.923 2.895 57 8 41 5 +39 0 0.998 0.9989 0.9971 6.661 2.292 57 8 11 3 0.9952 0.9989 0 9.841 2.88 57 8 41 5 +40 0 0.998 0.9989 0.9978 6.907 2.272 57 8 4 2 0.9953 0.9989 0 9.77 2.865 57 8 41 5 +41 0 0.9968 0.9989 0 6.541 2.23 57 8 20 7 0.9953 0.9989 0 9.693 2.85 57 8 41 5 +42 0 0.9967 0.9989 0 6.791 2.32 57 8 12 6 0.9954 0.9989 0 9.626 2.838 57 8 41 5 +43 0 0.998 0.9989 0.9978 6.938 2.322 57 8 6 3 0.9954 0.9989 0 9.564 2.826 57 8 41 5 +44 0 0.998 0.9989 0.9978 7.129 2.35 57 8 8 4 0.9955 0.9989 0 9.51 2.815 57 8 41 5 +45 0 0.998 0.9989 0.9978 7.404 2.44 57 8 6 3 0.9956 0.9989 0 9.465 2.807 57 8 41 5 +46 0 0.9968 0.9989 0 6.835 2.291 57 8 9 3 0.9956 0.9989 0 9.409 2.796 57 8 41 5 +47 0 0.9968 0.9989 0 7.183 2.355 57 8 32 11 0.9956 0.9989 0 9.362 2.787 57 8 41 5 +48 0 0.998 0.9989 0.9977 7.275 2.324 57 8 21 6 0.9957 0.9989 0 9.32 2.778 57 8 41 5 +49 0 0.9955 0.9989 0 7.264 2.33 57 8 9 3 0.9956 0.9989 0 9.279 2.769 57 8 41 5 +50 0 0.998 0.9989 0.9953 7.263 2.316 57 8 8 3 0.9957 0.9989 0 9.239 2.76 57 8 41 5 diff --git a/Seminar/10gen/10_run_pyramid_4/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_4/aggregated_best_hits.tsv new file mode 100644 index 0000000..5545192 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_4/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 16513250493 +Wall Time (ms): 4741 +CPU Cycles: 7759143380108200 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32563200 +2 294 34619392 +3 564 35495936 +4 791 36093952 +5 1022 36487168 +6 1215 37535744 +7 1406 38293504 +8 1679 39174144 +9 1832 39424000 +10 1974 39755776 +11 2063 40747008 +12 2253 40914944 +13 2374 40935424 +14 2491 41697280 +15 2611 42872832 +16 2712 43143168 +17 2810 44064768 +18 2956 44703744 +19 3027 45068288 +20 3082 45383680 +21 3128 45969408 +22 3257 46505984 +23 3315 47697920 +24 3406 48128000 +25 3473 48201728 +26 3529 48439296 +27 3580 49111040 +28 3631 49647616 +29 3686 50077696 +30 3734 50073600 +31 3774 50475008 +32 3884 50274304 +33 3927 51113984 +34 3975 51855360 +35 4011 52539392 +36 4052 53194752 +37 4094 53329920 +38 4130 53702656 +39 4167 54231040 +40 4209 54730752 +41 4247 54861824 +42 4300 55386112 +43 4334 55910400 +44 4370 56668160 +45 4406 56602624 +46 4444 57659392 +47 4486 57221120 +48 4520 57843712 +49 4567 58056704 +50 4609 58576896 +51 4645 58241024 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 16513250493 +Wall Time (ms): 4690 +CPU Cycles: 7759143380108200 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32563200 +2 294 34619392 +3 564 35495936 +4 791 36093952 +5 1022 36487168 +6 1215 37535744 +7 1406 38293504 +8 1679 39174144 +9 1832 39424000 +10 1974 39755776 +11 2063 40747008 +12 2253 40914944 +13 2374 40935424 +14 2491 41697280 +15 2611 42872832 +16 2712 43143168 +17 2810 44064768 +18 2956 44703744 +19 3027 45068288 +20 3082 45383680 +21 3128 45969408 +22 3257 46505984 +23 3315 47697920 +24 3406 48128000 +25 3473 48201728 +26 3529 48439296 +27 3580 49111040 +28 3631 49647616 +29 3686 50077696 +30 3734 50073600 +31 3774 50475008 +32 3884 50274304 +33 3927 51113984 +34 3975 51855360 +35 4011 52539392 +36 4052 53194752 +37 4094 53329920 +38 4130 53702656 +39 4167 54231040 +40 4209 54730752 +41 4247 54861824 +42 4300 55386112 +43 4334 55910400 +44 4370 56668160 +45 4406 56602624 +46 4444 57659392 +47 4486 57221120 +48 4520 57843712 +49 4567 58056704 +50 4609 58576896 +51 4645 58241024 +Hits Total +2608 2810 +Percent Hit: 92.8114% +Fitness +0.998922 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1037 87 1571 115 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9593 0.9982 0 16.558 3.284 25 4 41 5 0.9593 0.9982 0 16.558 3.284 25 4 41 5 +1 0 0.9918 0.9989 0 15.441 3.454 58 8 74 10 0.9756 0.9989 0 15.999 3.369 58 8 41 5 +2 0 0.993 0.9989 0 15.186 3.521 58 8 72 6 0.9814 0.9989 0 15.728 3.42 58 8 41 5 +3 0 0.9855 0.9989 0 14.585 3.609 58 8 13 5 0.9824 0.9989 0 15.443 3.467 58 8 41 5 +4 0 0.998 0.9989 0.9949 13.36 3.502 58 8 26 7 0.9855 0.9989 0 15.026 3.474 58 8 41 5 +5 0 0.9918 0.9989 0 13.286 3.525 57 8 46 8 0.9866 0.9989 0 14.736 3.482 57 8 41 5 +6 0 0.9968 0.9989 0 13.615 3.522 57 8 56 9 0.988 0.9989 0 14.576 3.488 57 8 41 5 +7 0 0.993 0.9989 0 12.52 3.324 57 8 70 9 0.9887 0.9989 0 14.319 3.468 57 8 41 5 +8 0 0.9955 0.9989 0 11.768 3.264 57 8 78 14 0.9894 0.9989 0 14.035 3.445 57 8 41 5 +9 0 0.993 0.9989 0 11.559 3.292 57 8 57 8 0.9898 0.9989 0 13.788 3.43 57 8 41 5 +10 0 0.9968 0.9989 0 11.659 3.342 57 8 59 10 0.9904 0.9989 0 13.594 3.422 57 8 41 5 +11 0 0.9968 0.9989 0 11.326 3.276 57 8 57 10 0.991 0.9989 0 13.405 3.41 57 8 41 5 +12 0 0.9968 0.9989 0 10.852 3.22 57 8 42 6 0.9914 0.9989 0 13.209 3.395 57 8 41 5 +13 0 0.998 0.9989 0.9949 10.456 3.169 57 8 10 4 0.9919 0.9989 0 13.012 3.379 57 8 41 5 +14 0 0.998 0.9989 0.9932 10.019 3.118 57 8 33 12 0.9923 0.9989 0 12.813 3.361 57 8 41 5 +15 0 0.998 0.9989 0.998 10.141 3.141 57 8 11 5 0.9926 0.9989 0 12.646 3.348 57 8 41 5 +16 0 0.9955 0.9989 0 10.621 3.164 57 8 45 9 0.9928 0.9989 0 12.527 3.337 57 8 41 5 +17 0 0.9955 0.9989 0 10.655 3.212 57 8 54 9 0.993 0.9989 0 12.423 3.33 57 8 41 5 +18 0 0.9968 0.9989 0 10.46 3.118 57 8 16 4 0.9932 0.9989 0 12.319 3.319 57 8 41 5 +19 0 0.9968 0.9989 0 9.925 2.905 57 8 19 8 0.9933 0.9989 0 12.2 3.298 57 8 41 5 +20 0 0.9955 0.9989 0 9.62 2.801 57 8 99 13 0.9934 0.9989 0 12.077 3.274 57 8 41 5 +21 0 0.998 0.9989 0.9977 9.129 2.641 57 8 43 7 0.9937 0.9989 0 11.943 3.246 57 8 41 5 +22 0 0.9955 0.9989 0 9.051 2.67 57 8 7 3 0.9937 0.9989 0 11.817 3.221 57 8 41 5 +23 0 0.998 0.9989 0.9977 8.209 2.559 57 8 25 5 0.9939 0.9989 0 11.667 3.193 57 8 41 5 +24 0 0.9968 0.9989 0 8.2 2.594 57 8 11 4 0.994 0.9989 0 11.528 3.169 57 8 41 5 +25 0 0.9968 0.9989 0 7.72 2.47 57 8 39 9 0.9941 0.9989 0 11.382 3.142 57 8 41 5 +26 0 0.9968 0.9989 0 7.75 2.461 57 8 14 6 0.9942 0.9989 0 11.247 3.117 57 8 41 5 +27 0 0.998 0.9989 0.9979 7.327 2.421 57 8 19 6 0.9944 0.9989 0 11.107 3.092 57 8 41 5 +28 0 0.9968 0.9989 0 7.277 2.364 57 8 14 5 0.9945 0.9989 0 10.975 3.067 57 8 41 5 +29 0 0.9943 0.9989 0 7.069 2.408 57 8 24 7 0.9944 0.9989 0 10.845 3.045 57 8 41 5 +30 0 0.998 0.9989 0.9975 6.864 2.42 57 8 5 2 0.9946 0.9989 0 10.716 3.025 57 8 41 5 +31 0 0.9955 0.9989 0 6.899 2.409 57 8 18 6 0.9946 0.9989 0 10.597 3.006 57 8 41 5 +32 0 0.9968 0.9989 0 6.919 2.45 57 8 16 6 0.9947 0.9989 0 10.486 2.989 57 8 41 5 +33 0 0.998 0.9989 0.9963 6.96 2.433 57 8 26 7 0.9948 0.9989 0 10.382 2.972 57 8 41 5 +34 0 0.998 0.9989 0.9963 7.117 2.49 57 8 15 7 0.9948 0.9989 0 10.289 2.959 57 8 41 5 +35 0 0.998 0.9989 0.9963 6.772 2.39 57 8 29 7 0.9949 0.9989 0 10.191 2.943 57 8 41 5 +36 0 0.998 0.9989 0.9979 6.673 2.36 57 8 5 2 0.995 0.9989 0 10.096 2.927 57 8 41 5 +37 0 0.998 0.9989 0.9979 6.65 2.26 57 8 3 1 0.9951 0.9989 0 10.005 2.91 57 8 41 5 +38 0 0.998 0.9989 0.9966 6.8 2.339 57 8 9 4 0.9952 0.9989 0 9.923 2.895 57 8 41 5 +39 0 0.998 0.9989 0.9971 6.661 2.292 57 8 11 3 0.9952 0.9989 0 9.841 2.88 57 8 41 5 +40 0 0.998 0.9989 0.9978 6.907 2.272 57 8 4 2 0.9953 0.9989 0 9.77 2.865 57 8 41 5 +41 0 0.9968 0.9989 0 6.541 2.23 57 8 20 7 0.9953 0.9989 0 9.693 2.85 57 8 41 5 +42 0 0.9967 0.9989 0 6.791 2.32 57 8 12 6 0.9954 0.9989 0 9.626 2.838 57 8 41 5 +43 0 0.998 0.9989 0.9978 6.938 2.322 57 8 6 3 0.9954 0.9989 0 9.564 2.826 57 8 41 5 +44 0 0.998 0.9989 0.9978 7.129 2.35 57 8 8 4 0.9955 0.9989 0 9.51 2.815 57 8 41 5 +45 0 0.998 0.9989 0.9978 7.404 2.44 57 8 6 3 0.9956 0.9989 0 9.465 2.807 57 8 41 5 +46 0 0.9968 0.9989 0 6.835 2.291 57 8 9 3 0.9956 0.9989 0 9.409 2.796 57 8 41 5 +47 0 0.9968 0.9989 0 7.183 2.355 57 8 32 11 0.9956 0.9989 0 9.362 2.787 57 8 41 5 +48 0 0.998 0.9989 0.9977 7.275 2.324 57 8 21 6 0.9957 0.9989 0 9.32 2.778 57 8 41 5 +49 0 0.9955 0.9989 0 7.264 2.33 57 8 9 3 0.9956 0.9989 0 9.279 2.769 57 8 41 5 +50 0 0.998 0.9989 0.9953 7.263 2.316 57 8 8 3 0.9957 0.9989 0 9.239 2.76 57 8 41 5 diff --git a/Seminar/10gen/10_run_pyramid_4/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_4/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_4/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_4/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_4/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_4/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/10_run_pyramid_5/aggregated.tsv b/Seminar/10gen/10_run_pyramid_5/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_5/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_5/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_5/aggregated_all.tsv new file mode 100644 index 0000000..ac07f79 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_5/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 96976733104 +Wall Time (ms): 4614 +CPU Cycles: 77592100809972197 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 324296704 +2 282 342573056 +3 492 351633408 +4 707 357445632 +5 911 364826624 +6 1115 371499008 +7 1305 375238656 +8 1492 380653568 +9 1651 386457600 +10 1786 389771264 +11 1885 396947456 +12 2139 282411008 +13 2234 286924800 +14 2336 290795520 +15 2431 296181760 +16 2533 298868736 +17 2621 302186496 +18 2714 306642944 +19 2802 310992896 +20 2878 315256832 +21 2937 318664704 +22 3153 230916096 +23 3213 232497152 +24 3271 235782144 +25 3328 237326336 +26 3384 241856512 +27 3438 242987008 +28 3493 243736576 +29 3544 245067776 +30 3592 248668160 +31 3633 249491456 +32 3782 150306816 +33 3823 153088000 +34 3861 152911872 +35 3901 154869760 +36 3940 156626944 +37 3975 156282880 +38 4012 157237248 +39 4045 159043584 +40 4080 160210944 +41 4116 161988608 +42 4210 110931968 +43 4242 111640576 +44 4274 112427008 +45 4309 114417664 +46 4340 114302976 +47 4373 114458624 +48 4407 115535872 +49 4442 117297152 +50 4476 117010432 +51 4508 118190080 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9697673310 +Wall Time (ms): 3295 +CPU Cycles: 7759210080997219 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32429670 +2 282 34257305 +3 492 35163340 +4 707 35744563 +5 911 36482662 +6 1115 37149900 +7 1305 37523865 +8 1492 38065356 +9 1651 38645760 +10 1786 38977126 +11 1885 39694745 +12 2139 40344429 +13 2234 40989257 +14 2336 41542217 +15 2431 42311680 +16 2533 42695533 +17 2621 43169499 +18 2714 43806134 +19 2802 44427556 +20 2878 45036690 +21 2937 45523529 +22 3153 46183219 +23 3213 46499430 +24 3271 47156428 +25 3328 47465267 +26 3384 48371302 +27 3438 48597401 +28 3493 48747315 +29 3544 49013555 +30 3592 49733632 +31 3633 49898291 +32 3782 50102272 +33 3823 51029333 +34 3861 50970624 +35 3901 51623253 +36 3940 52208981 +37 3975 52094293 +38 4012 52412416 +39 4045 53014528 +40 4080 53403648 +41 4116 53996202 +42 4210 55465984 +43 4242 55820288 +44 4274 56213504 +45 4309 57208832 +46 4340 57151488 +47 4373 57229312 +48 4407 57767936 +49 4442 58648576 +50 4476 58505216 +51 4508 59095040 +Hits Total +2045 2810 +Percent Hit: 72.7758% +Fitness +0.998643 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +970 158 1074 605 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96207 0.9984 0 17.3713 3.3639 37 4 38 4 0.96207 0.9984 0 17.3713 3.3639 37 4 38 4 +1 0 0.99093 0.99844 0 15.6937 3.4249 28 4 41 6 0.9765 0.99844 0 16.5326 3.3943 28 4 38 4 +2 0 0.9919 0.99847 0 14.7581 3.464 28 4 32 5 0.98164 0.99847 0 15.9411 3.4176 28 4 38 4 +3 0 0.99301 0.99855 0 14.051 3.4222 26 4 35 6 0.98448 0.99855 0 15.4686 3.4189 26 4 38 4 +4 0 0.99427 0.99858 0 13.0582 3.4015 26 4 38 7 0.98643 0.99858 0 14.9865 3.4154 26 4 38 4 +5 0 0.99413 0.99858 0 12.2022 3.3702 26 4 38 7 0.98772 0.99858 0 14.5226 3.4078 26 4 38 4 +6 0 0.99413 0.99862 0 11.7283 3.332 28 5 32 6 0.98863 0.99862 0 14.1234 3.397 28 5 38 4 +7 0 0.99512 0.99862 0 11.2565 3.2425 28 5 42 8 0.98945 0.99862 0 13.7651 3.3778 28 5 38 4 +8 0 0.99523 0.99862 0.199 10.9852 3.1995 28 5 41 7 0.99008 0.99862 0 13.4561 3.3579 28 5 38 4 +9 0 0.99538 0.99862 0.09974 10.5314 3.0937 25 4 28 6 0.99063 0.99862 0 13.1637 3.3315 25 4 38 4 +10 0 0.69735 0.6991 0.19881 7.5176 2.2136 23 3 34 5 0.69404 0.6991 0 9.1757 2.3399 23 3 26 3 +11 0 0.69747 0.6991 0.19959 6.9867 2.1368 23 3 13 3 0.69433 0.6991 0 8.9933 2.323 23 3 26 3 +12 0 0.69722 0.69911 0.09943 6.9624 2.1379 20 3 23 5 0.69455 0.69911 0 8.8371 2.3087 20 3 26 3 +13 0 0.69784 0.69912 0.39829 6.8054 2.1244 20 3 30 5 0.69477 0.69912 0 8.692 2.2956 20 3 26 3 +14 0 0.69736 0.69912 0 6.4777 2.0651 20 3 24 5 0.69495 0.69912 0 8.5445 2.2803 20 3 26 3 +15 0 0.69748 0.69912 0 6.2602 1.9937 20 3 26 4 0.69513 0.69912 0 8.4015 2.2622 20 3 26 3 +16 0 0.69822 0.69912 0.49824 6.2718 1.9777 20 3 27 4 0.6953 0.69912 0 8.2764 2.2456 20 3 26 3 +17 0 0.69772 0.69912 0.29897 6.1437 1.9344 20 3 25 5 0.69544 0.69912 0 8.1578 2.2283 20 3 26 3 +18 0 0.69747 0.69912 0.19928 5.9931 1.9225 15 3 24 5 0.69554 0.69912 0 8.0439 2.2121 15 3 26 3 +19 0 0.69795 0.69912 0.37881 5.6973 1.8977 15 3 24 5 0.69566 0.69912 0 7.9264 2.1965 15 3 26 3 +20 0 0.49874 0.49939 0.29877 4.1094 1.3375 11 2 15 3 0.49705 0.49939 0 5.5879 1.5474 11 2 19 2 +21 0 0.4985 0.49939 0.19896 3.9831 1.3159 11 2 17 4 0.49711 0.49939 0 5.515 1.5368 11 2 19 2 +22 0 0.4985 0.49939 0.19896 3.8394 1.285 11 2 15 3 0.49718 0.49939 0 5.4421 1.5259 11 2 19 2 +23 0 0.49862 0.49939 0.19931 3.7081 1.2395 11 2 6 2 0.49724 0.49939 0 5.3699 1.5139 11 2 19 2 +24 0 0.49813 0.49939 0.19881 3.4476 1.1787 11 2 10 2 0.49727 0.49939 0 5.2929 1.5006 11 2 19 2 +25 0 0.49849 0.49939 0.29888 3.2969 1.1458 11 2 7 2 0.49731 0.49939 0 5.2162 1.4869 11 2 19 2 +26 0 0.49862 0.49939 0.29857 3.2055 1.1445 11 2 16 3 0.49738 0.49939 0 5.1418 1.4742 11 2 19 2 +27 0 0.49875 0.49939 0.29874 3.1916 1.1428 11 2 11 3 0.49743 0.49939 0 5.0721 1.4624 11 2 19 2 +28 0 0.49874 0.49939 0.29911 3.1312 1.1359 11 2 8 2 0.49746 0.49939 0 5.0052 1.4511 11 2 19 2 +29 0 0.4987 0.49939 0.36603 3.0475 1.1091 11 2 5 1 0.4975 0.49939 0 4.9398 1.4397 11 2 19 2 +30 0 0.29939 0.29965 0.29931 1.7904 0.652 10 1 2 0 0.29852 0.29965 0 3.0719 0.8855 10 1 9 1 +31 0 0.29915 0.29965 0.0998 1.9082 0.6807 10 1 3 1 0.29854 0.29965 0 3.0356 0.8792 10 1 9 1 +32 0 0.29927 0.29965 0.19955 1.7554 0.6478 10 1 8 1 0.29856 0.29965 0 2.9968 0.8721 10 1 9 1 +33 0 0.29939 0.29965 0.29933 1.8017 0.6537 10 1 2 0 0.29859 0.29965 0 2.9617 0.8657 10 1 9 1 +34 0 0.29902 0.29965 0.0998 1.7668 0.6405 10 1 2 1 0.29861 0.29965 0 2.9274 0.8593 10 1 9 1 +35 0 0.29939 0.29965 0.29936 1.6964 0.6176 10 1 6 1 0.29862 0.29965 0 2.8932 0.8526 10 1 9 1 +36 0 0.29939 0.29965 0.29923 1.6591 0.603 10 1 2 0 0.29864 0.29965 0 2.8599 0.8458 10 1 9 1 +37 0 0.29927 0.29965 0.19958 1.617 0.5845 10 1 2 1 0.29866 0.29965 0 2.8273 0.8389 10 1 9 1 +38 0 0.29914 0.29965 0.19918 1.5948 0.5825 10 1 3 1 0.29867 0.29965 0 2.7956 0.8324 10 1 9 1 +39 0 0.29927 0.29965 0.19958 1.6036 0.5819 10 1 1 0 0.29868 0.29965 0 2.7659 0.8261 10 1 9 1 +40 0 0.19947 0.19977 0.09939 1.1199 0.4012 8 1 2 1 0.19915 0.19977 0 2.0076 0.5717 8 1 7 0 +41 0 0.19934 0.19977 0.09972 1.046 0.3738 8 1 2 0 0.19916 0.19977 0 1.9847 0.567 8 1 7 0 +42 0 0.19959 0.19977 0.19916 1.062 0.3849 8 1 3 1 0.19916 0.19977 0 1.9632 0.5628 8 1 7 0 +43 0 0.19959 0.19977 0.19949 1.0896 0.3855 8 1 2 0 0.19918 0.19977 0 1.9435 0.5587 8 1 7 0 +44 0 0.19959 0.19977 0.1995 1.1151 0.391 8 1 1 0 0.19918 0.19977 0 1.9251 0.5551 8 1 7 0 +45 0 0.19947 0.19977 0.09939 1.1621 0.401 8 1 3 1 0.19919 0.19977 0 1.9085 0.5517 8 1 7 0 +46 0 0.19959 0.19977 0.19913 1.1752 0.4047 8 1 4 1 0.1992 0.19977 0 1.8928 0.5485 8 1 7 0 +47 0 0.19947 0.19977 0.09974 1.1433 0.3934 8 1 2 0 0.1992 0.19977 0 1.8772 0.5453 8 1 7 0 +48 0 0.19947 0.19977 0.09974 1.132 0.391 8 1 1 0 0.19921 0.19977 0 1.862 0.5422 8 1 7 0 +49 0 0.19959 0.19977 0.19913 1.0943 0.3856 8 1 2 1 0.19922 0.19977 0 1.8467 0.5391 8 1 7 0 +50 0 0.09967 0.09989 0 0.5912 0.2039 6 0 1 0 0.0996 0.09989 0 1 0.2747 6 0 7 0 diff --git a/Seminar/10gen/10_run_pyramid_5/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_5/aggregated_best_fitness.tsv new file mode 100644 index 0000000..3cc7cdd --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_5/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 17497232116 +Wall Time (ms): 4614 +CPU Cycles: 7759215773162733 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32587776 +2 290 33955840 +3 506 34938880 +4 745 35487744 +5 962 36548608 +6 1173 37683200 +7 1369 38125568 +8 1592 38641664 +9 1752 39366656 +10 1893 39886848 +11 1971 40259584 +12 2148 40771584 +13 2241 41570304 +14 2354 42008576 +15 2473 43913216 +16 2577 44253184 +17 2690 45031424 +18 2798 45551616 +19 2909 46149632 +20 2995 46862336 +21 3056 47054848 +22 3173 47898624 +23 3254 48242688 +24 3338 48930816 +25 3401 49209344 +26 3467 50155520 +27 3531 50212864 +28 3596 50855936 +29 3649 51503104 +30 3686 51658752 +31 3720 51806208 +32 3795 52133888 +33 3844 53170176 +34 3884 52191232 +35 3935 53608448 +36 3982 54493184 +37 4020 53821440 +38 4059 54108160 +39 4096 54910976 +40 4127 54857728 +41 4163 55681024 +42 4212 56418304 +43 4248 57393152 +44 4277 57806848 +45 4315 58617856 +46 4348 58675200 +47 4382 58687488 +48 4420 59310080 +49 4459 60051456 +50 4494 60186624 +51 4525 60538880 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 17497232116 +Wall Time (ms): 4565 +CPU Cycles: 7759215773162733 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32587776 +2 290 33955840 +3 506 34938880 +4 745 35487744 +5 962 36548608 +6 1173 37683200 +7 1369 38125568 +8 1592 38641664 +9 1752 39366656 +10 1893 39886848 +11 1971 40259584 +12 2148 40771584 +13 2241 41570304 +14 2354 42008576 +15 2473 43913216 +16 2577 44253184 +17 2690 45031424 +18 2798 45551616 +19 2909 46149632 +20 2995 46862336 +21 3056 47054848 +22 3173 47898624 +23 3254 48242688 +24 3338 48930816 +25 3401 49209344 +26 3467 50155520 +27 3531 50212864 +28 3596 50855936 +29 3649 51503104 +30 3686 51658752 +31 3720 51806208 +32 3795 52133888 +33 3844 53170176 +34 3884 52191232 +35 3935 53608448 +36 3982 54493184 +37 4020 53821440 +38 4059 54108160 +39 4096 54910976 +40 4127 54857728 +41 4163 55681024 +42 4212 56418304 +43 4248 57393152 +44 4277 57806848 +45 4315 58617856 +46 4348 58675200 +47 4382 58687488 +48 4420 59310080 +49 4459 60051456 +50 4494 60186624 +51 4525 60538880 +Hits Total +2602 2810 +Percent Hit: 92.5979% +Fitness +0.9989 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1041 117 1561 91 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.963 0.9988 0 16.979 3.382 85 6 71 6 0.963 0.9988 0 16.979 3.382 85 6 71 6 +1 0 0.9914 0.9988 0 15.794 3.524 85 6 39 5 0.9772 0.9988 0 16.386 3.453 85 6 71 6 +2 0 0.9905 0.9988 0 15.43 3.609 85 6 11 4 0.9816 0.9988 0 16.067 3.505 85 6 71 6 +3 0 0.9967 0.9988 0 14.835 3.635 85 6 18 4 0.9854 0.9988 0 15.759 3.538 85 6 71 6 +4 0 0.9917 0.9988 0 13.887 3.615 85 6 18 4 0.9867 0.9988 0 15.385 3.553 85 6 71 6 +5 0 0.9955 0.9988 0 13.174 3.621 85 6 17 6 0.9881 0.9988 0 15.016 3.564 85 6 71 6 +6 0 0.9942 0.9988 0 12.934 3.6 92 9 24 6 0.989 0.9988 0 14.719 3.569 92 9 71 6 +7 0 0.9967 0.9988 0 12.875 3.37 92 9 31 6 0.99 0.9988 0 14.488 3.545 92 9 71 6 +8 0 0.9979 0.9988 0.9943 12.998 3.342 96 9 101 11 0.9908 0.9988 0 14.323 3.522 96 9 71 6 +9 0 0.9954 0.9988 0 12.98 3.264 96 9 34 7 0.9913 0.9988 0 14.188 3.496 96 9 71 6 +10 0 0.9979 0.9988 0.9927 12.466 3.24 96 9 109 11 0.9919 0.9988 0 14.032 3.473 96 9 71 6 +11 0 0.9967 0.9988 0 12.322 3.216 96 9 38 11 0.9923 0.9988 0 13.889 3.452 96 9 71 6 +12 0 0.9979 0.9989 0.9943 12.791 3.155 68 7 99 11 0.9927 0.9989 0 13.805 3.429 68 7 71 6 +13 0 0.9979 0.9989 0.9943 12.82 3.123 68 7 93 11 0.9931 0.9989 0 13.735 3.407 68 7 71 6 +14 0 0.9967 0.9989 0 12.804 3.123 68 7 108 14 0.9933 0.9989 0 13.673 3.388 68 7 71 6 +15 0 0.9967 0.9989 0 13.451 3.212 68 7 67 7 0.9936 0.9989 0 13.659 3.377 68 7 71 6 +16 0 0.9979 0.9989 0.9943 14.312 3.4 68 7 81 8 0.9938 0.9989 0 13.697 3.378 68 7 71 6 +17 0 0.9967 0.9989 0 14.691 3.336 69 8 31 6 0.994 0.9989 0 13.752 3.376 69 8 71 6 +18 0 0.9979 0.9989 0.9974 14.039 3.276 69 8 17 6 0.9942 0.9989 0 13.768 3.371 69 8 71 6 +19 0 0.9967 0.9989 0 12.447 3.111 69 8 114 15 0.9943 0.9989 0 13.701 3.358 69 8 71 6 +20 0 0.9979 0.9989 0.9943 12.355 3.13 69 8 70 9 0.9945 0.9989 0 13.637 3.347 69 8 71 6 +21 0 0.9954 0.9989 0 11.55 3.025 69 8 21 6 0.9945 0.9989 0 13.543 3.332 69 8 71 6 +22 0 0.9954 0.9989 0 11.659 3.12 69 8 14 5 0.9946 0.9989 0 13.461 3.323 69 8 71 6 +23 0 0.9979 0.9989 0.9977 10.902 2.93 69 8 3 1 0.9947 0.9989 0 13.354 3.307 69 8 71 6 +24 0 0.9917 0.9989 0 9.812 2.785 69 8 14 6 0.9946 0.9989 0 13.212 3.286 69 8 71 6 +25 0 0.9979 0.9989 0.9974 8.601 2.629 69 8 5 3 0.9947 0.9989 0 13.035 3.261 69 8 71 6 +26 0 0.9967 0.9989 0 8.3 2.64 69 8 73 14 0.9948 0.9989 0 12.86 3.238 69 8 71 6 +27 0 0.9967 0.9989 0 8.16 2.654 69 8 15 4 0.9949 0.9989 0 12.692 3.217 69 8 71 6 +28 0 0.9967 0.9989 0 7.559 2.491 69 8 15 8 0.9949 0.9989 0 12.515 3.192 69 8 71 6 +29 0 0.9975 0.9989 0.6667 7.516 2.489 69 8 16 5 0.995 0.9989 0 12.348 3.168 69 8 71 6 +30 0 0.9979 0.9989 0.9976 7.407 2.413 69 8 4 2 0.9951 0.9989 0 12.189 3.144 69 8 71 6 +31 0 0.9967 0.9989 0 8.319 2.494 69 8 9 4 0.9951 0.9989 0 12.068 3.124 69 8 71 6 +32 0 0.9979 0.9989 0.9979 7.168 2.315 69 8 58 10 0.9952 0.9989 0 11.919 3.099 69 8 71 6 +33 0 0.9979 0.9989 0.9979 7.709 2.445 67 8 11 4 0.9953 0.9989 0 11.796 3.08 67 8 71 6 +34 0 0.9967 0.9989 0 7.376 2.341 67 8 15 5 0.9954 0.9989 0 11.669 3.059 67 8 71 6 +35 0 0.9979 0.9989 0.9978 7.069 2.276 67 8 60 8 0.9954 0.9989 0 11.541 3.037 67 8 71 6 +36 0 0.9979 0.9989 0.9966 6.886 2.231 67 8 12 5 0.9955 0.9989 0 11.416 3.015 67 8 71 6 +37 0 0.9967 0.9989 0 6.609 2.112 67 8 14 5 0.9955 0.9989 0 11.289 2.991 67 8 71 6 +38 0 0.9979 0.9989 0.9979 6.21 2.031 67 8 9 4 0.9956 0.9989 0 11.159 2.967 67 8 71 6 +39 0 0.9979 0.9989 0.9978 6.344 2.095 67 8 5 2 0.9956 0.9989 0 11.039 2.945 67 8 71 6 +40 0 0.9967 0.9989 0 6.31 2.103 67 8 13 4 0.9957 0.9989 0 10.923 2.924 67 8 71 6 +41 0 0.9954 0.9989 0 5.676 1.924 67 8 17 5 0.9957 0.9989 0 10.798 2.901 67 8 71 6 +42 0 0.9979 0.9989 0.9977 5.819 2.01 67 8 23 6 0.9957 0.9989 0 10.682 2.88 67 8 71 6 +43 0 0.9979 0.9989 0.9973 6.12 2.01 64 8 19 5 0.9958 0.9989 0 10.579 2.86 64 8 71 6 +44 0 0.9979 0.9989 0.9973 6.294 2.021 64 8 7 3 0.9958 0.9989 0 10.484 2.842 64 8 71 6 +45 0 0.9967 0.9989 0 6.669 2.062 64 8 14 4 0.9958 0.9989 0 10.401 2.825 64 8 71 6 +46 0 0.9979 0.9989 0.9974 6.76 2.089 64 8 21 6 0.9959 0.9989 0 10.323 2.809 64 8 71 6 +47 0 0.9967 0.9989 0 6.396 2.001 64 8 23 6 0.9959 0.9989 0 10.241 2.792 64 8 71 6 +48 0 0.9967 0.9989 0 6.424 2.034 64 8 7 3 0.9959 0.9989 0 10.163 2.777 64 8 71 6 +49 0 0.9979 0.9989 0.9974 6.076 1.98 64 8 3 1 0.996 0.9989 0 10.082 2.761 64 8 71 6 +50 0 0.9967 0.9989 0 5.912 2.039 64 8 11 4 0.996 0.9989 0 10 2.747 64 8 71 6 diff --git a/Seminar/10gen/10_run_pyramid_5/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_5/aggregated_best_generations.tsv new file mode 100644 index 0000000..3cc7cdd --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_5/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 17497232116 +Wall Time (ms): 4614 +CPU Cycles: 7759215773162733 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32587776 +2 290 33955840 +3 506 34938880 +4 745 35487744 +5 962 36548608 +6 1173 37683200 +7 1369 38125568 +8 1592 38641664 +9 1752 39366656 +10 1893 39886848 +11 1971 40259584 +12 2148 40771584 +13 2241 41570304 +14 2354 42008576 +15 2473 43913216 +16 2577 44253184 +17 2690 45031424 +18 2798 45551616 +19 2909 46149632 +20 2995 46862336 +21 3056 47054848 +22 3173 47898624 +23 3254 48242688 +24 3338 48930816 +25 3401 49209344 +26 3467 50155520 +27 3531 50212864 +28 3596 50855936 +29 3649 51503104 +30 3686 51658752 +31 3720 51806208 +32 3795 52133888 +33 3844 53170176 +34 3884 52191232 +35 3935 53608448 +36 3982 54493184 +37 4020 53821440 +38 4059 54108160 +39 4096 54910976 +40 4127 54857728 +41 4163 55681024 +42 4212 56418304 +43 4248 57393152 +44 4277 57806848 +45 4315 58617856 +46 4348 58675200 +47 4382 58687488 +48 4420 59310080 +49 4459 60051456 +50 4494 60186624 +51 4525 60538880 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 17497232116 +Wall Time (ms): 4565 +CPU Cycles: 7759215773162733 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32587776 +2 290 33955840 +3 506 34938880 +4 745 35487744 +5 962 36548608 +6 1173 37683200 +7 1369 38125568 +8 1592 38641664 +9 1752 39366656 +10 1893 39886848 +11 1971 40259584 +12 2148 40771584 +13 2241 41570304 +14 2354 42008576 +15 2473 43913216 +16 2577 44253184 +17 2690 45031424 +18 2798 45551616 +19 2909 46149632 +20 2995 46862336 +21 3056 47054848 +22 3173 47898624 +23 3254 48242688 +24 3338 48930816 +25 3401 49209344 +26 3467 50155520 +27 3531 50212864 +28 3596 50855936 +29 3649 51503104 +30 3686 51658752 +31 3720 51806208 +32 3795 52133888 +33 3844 53170176 +34 3884 52191232 +35 3935 53608448 +36 3982 54493184 +37 4020 53821440 +38 4059 54108160 +39 4096 54910976 +40 4127 54857728 +41 4163 55681024 +42 4212 56418304 +43 4248 57393152 +44 4277 57806848 +45 4315 58617856 +46 4348 58675200 +47 4382 58687488 +48 4420 59310080 +49 4459 60051456 +50 4494 60186624 +51 4525 60538880 +Hits Total +2602 2810 +Percent Hit: 92.5979% +Fitness +0.9989 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1041 117 1561 91 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.963 0.9988 0 16.979 3.382 85 6 71 6 0.963 0.9988 0 16.979 3.382 85 6 71 6 +1 0 0.9914 0.9988 0 15.794 3.524 85 6 39 5 0.9772 0.9988 0 16.386 3.453 85 6 71 6 +2 0 0.9905 0.9988 0 15.43 3.609 85 6 11 4 0.9816 0.9988 0 16.067 3.505 85 6 71 6 +3 0 0.9967 0.9988 0 14.835 3.635 85 6 18 4 0.9854 0.9988 0 15.759 3.538 85 6 71 6 +4 0 0.9917 0.9988 0 13.887 3.615 85 6 18 4 0.9867 0.9988 0 15.385 3.553 85 6 71 6 +5 0 0.9955 0.9988 0 13.174 3.621 85 6 17 6 0.9881 0.9988 0 15.016 3.564 85 6 71 6 +6 0 0.9942 0.9988 0 12.934 3.6 92 9 24 6 0.989 0.9988 0 14.719 3.569 92 9 71 6 +7 0 0.9967 0.9988 0 12.875 3.37 92 9 31 6 0.99 0.9988 0 14.488 3.545 92 9 71 6 +8 0 0.9979 0.9988 0.9943 12.998 3.342 96 9 101 11 0.9908 0.9988 0 14.323 3.522 96 9 71 6 +9 0 0.9954 0.9988 0 12.98 3.264 96 9 34 7 0.9913 0.9988 0 14.188 3.496 96 9 71 6 +10 0 0.9979 0.9988 0.9927 12.466 3.24 96 9 109 11 0.9919 0.9988 0 14.032 3.473 96 9 71 6 +11 0 0.9967 0.9988 0 12.322 3.216 96 9 38 11 0.9923 0.9988 0 13.889 3.452 96 9 71 6 +12 0 0.9979 0.9989 0.9943 12.791 3.155 68 7 99 11 0.9927 0.9989 0 13.805 3.429 68 7 71 6 +13 0 0.9979 0.9989 0.9943 12.82 3.123 68 7 93 11 0.9931 0.9989 0 13.735 3.407 68 7 71 6 +14 0 0.9967 0.9989 0 12.804 3.123 68 7 108 14 0.9933 0.9989 0 13.673 3.388 68 7 71 6 +15 0 0.9967 0.9989 0 13.451 3.212 68 7 67 7 0.9936 0.9989 0 13.659 3.377 68 7 71 6 +16 0 0.9979 0.9989 0.9943 14.312 3.4 68 7 81 8 0.9938 0.9989 0 13.697 3.378 68 7 71 6 +17 0 0.9967 0.9989 0 14.691 3.336 69 8 31 6 0.994 0.9989 0 13.752 3.376 69 8 71 6 +18 0 0.9979 0.9989 0.9974 14.039 3.276 69 8 17 6 0.9942 0.9989 0 13.768 3.371 69 8 71 6 +19 0 0.9967 0.9989 0 12.447 3.111 69 8 114 15 0.9943 0.9989 0 13.701 3.358 69 8 71 6 +20 0 0.9979 0.9989 0.9943 12.355 3.13 69 8 70 9 0.9945 0.9989 0 13.637 3.347 69 8 71 6 +21 0 0.9954 0.9989 0 11.55 3.025 69 8 21 6 0.9945 0.9989 0 13.543 3.332 69 8 71 6 +22 0 0.9954 0.9989 0 11.659 3.12 69 8 14 5 0.9946 0.9989 0 13.461 3.323 69 8 71 6 +23 0 0.9979 0.9989 0.9977 10.902 2.93 69 8 3 1 0.9947 0.9989 0 13.354 3.307 69 8 71 6 +24 0 0.9917 0.9989 0 9.812 2.785 69 8 14 6 0.9946 0.9989 0 13.212 3.286 69 8 71 6 +25 0 0.9979 0.9989 0.9974 8.601 2.629 69 8 5 3 0.9947 0.9989 0 13.035 3.261 69 8 71 6 +26 0 0.9967 0.9989 0 8.3 2.64 69 8 73 14 0.9948 0.9989 0 12.86 3.238 69 8 71 6 +27 0 0.9967 0.9989 0 8.16 2.654 69 8 15 4 0.9949 0.9989 0 12.692 3.217 69 8 71 6 +28 0 0.9967 0.9989 0 7.559 2.491 69 8 15 8 0.9949 0.9989 0 12.515 3.192 69 8 71 6 +29 0 0.9975 0.9989 0.6667 7.516 2.489 69 8 16 5 0.995 0.9989 0 12.348 3.168 69 8 71 6 +30 0 0.9979 0.9989 0.9976 7.407 2.413 69 8 4 2 0.9951 0.9989 0 12.189 3.144 69 8 71 6 +31 0 0.9967 0.9989 0 8.319 2.494 69 8 9 4 0.9951 0.9989 0 12.068 3.124 69 8 71 6 +32 0 0.9979 0.9989 0.9979 7.168 2.315 69 8 58 10 0.9952 0.9989 0 11.919 3.099 69 8 71 6 +33 0 0.9979 0.9989 0.9979 7.709 2.445 67 8 11 4 0.9953 0.9989 0 11.796 3.08 67 8 71 6 +34 0 0.9967 0.9989 0 7.376 2.341 67 8 15 5 0.9954 0.9989 0 11.669 3.059 67 8 71 6 +35 0 0.9979 0.9989 0.9978 7.069 2.276 67 8 60 8 0.9954 0.9989 0 11.541 3.037 67 8 71 6 +36 0 0.9979 0.9989 0.9966 6.886 2.231 67 8 12 5 0.9955 0.9989 0 11.416 3.015 67 8 71 6 +37 0 0.9967 0.9989 0 6.609 2.112 67 8 14 5 0.9955 0.9989 0 11.289 2.991 67 8 71 6 +38 0 0.9979 0.9989 0.9979 6.21 2.031 67 8 9 4 0.9956 0.9989 0 11.159 2.967 67 8 71 6 +39 0 0.9979 0.9989 0.9978 6.344 2.095 67 8 5 2 0.9956 0.9989 0 11.039 2.945 67 8 71 6 +40 0 0.9967 0.9989 0 6.31 2.103 67 8 13 4 0.9957 0.9989 0 10.923 2.924 67 8 71 6 +41 0 0.9954 0.9989 0 5.676 1.924 67 8 17 5 0.9957 0.9989 0 10.798 2.901 67 8 71 6 +42 0 0.9979 0.9989 0.9977 5.819 2.01 67 8 23 6 0.9957 0.9989 0 10.682 2.88 67 8 71 6 +43 0 0.9979 0.9989 0.9973 6.12 2.01 64 8 19 5 0.9958 0.9989 0 10.579 2.86 64 8 71 6 +44 0 0.9979 0.9989 0.9973 6.294 2.021 64 8 7 3 0.9958 0.9989 0 10.484 2.842 64 8 71 6 +45 0 0.9967 0.9989 0 6.669 2.062 64 8 14 4 0.9958 0.9989 0 10.401 2.825 64 8 71 6 +46 0 0.9979 0.9989 0.9974 6.76 2.089 64 8 21 6 0.9959 0.9989 0 10.323 2.809 64 8 71 6 +47 0 0.9967 0.9989 0 6.396 2.001 64 8 23 6 0.9959 0.9989 0 10.241 2.792 64 8 71 6 +48 0 0.9967 0.9989 0 6.424 2.034 64 8 7 3 0.9959 0.9989 0 10.163 2.777 64 8 71 6 +49 0 0.9979 0.9989 0.9974 6.076 1.98 64 8 3 1 0.996 0.9989 0 10.082 2.761 64 8 71 6 +50 0 0.9967 0.9989 0 5.912 2.039 64 8 11 4 0.996 0.9989 0 10 2.747 64 8 71 6 diff --git a/Seminar/10gen/10_run_pyramid_5/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_5/aggregated_best_hits.tsv new file mode 100644 index 0000000..3cc7cdd --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_5/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 17497232116 +Wall Time (ms): 4614 +CPU Cycles: 7759215773162733 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32587776 +2 290 33955840 +3 506 34938880 +4 745 35487744 +5 962 36548608 +6 1173 37683200 +7 1369 38125568 +8 1592 38641664 +9 1752 39366656 +10 1893 39886848 +11 1971 40259584 +12 2148 40771584 +13 2241 41570304 +14 2354 42008576 +15 2473 43913216 +16 2577 44253184 +17 2690 45031424 +18 2798 45551616 +19 2909 46149632 +20 2995 46862336 +21 3056 47054848 +22 3173 47898624 +23 3254 48242688 +24 3338 48930816 +25 3401 49209344 +26 3467 50155520 +27 3531 50212864 +28 3596 50855936 +29 3649 51503104 +30 3686 51658752 +31 3720 51806208 +32 3795 52133888 +33 3844 53170176 +34 3884 52191232 +35 3935 53608448 +36 3982 54493184 +37 4020 53821440 +38 4059 54108160 +39 4096 54910976 +40 4127 54857728 +41 4163 55681024 +42 4212 56418304 +43 4248 57393152 +44 4277 57806848 +45 4315 58617856 +46 4348 58675200 +47 4382 58687488 +48 4420 59310080 +49 4459 60051456 +50 4494 60186624 +51 4525 60538880 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 17497232116 +Wall Time (ms): 4565 +CPU Cycles: 7759215773162733 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32587776 +2 290 33955840 +3 506 34938880 +4 745 35487744 +5 962 36548608 +6 1173 37683200 +7 1369 38125568 +8 1592 38641664 +9 1752 39366656 +10 1893 39886848 +11 1971 40259584 +12 2148 40771584 +13 2241 41570304 +14 2354 42008576 +15 2473 43913216 +16 2577 44253184 +17 2690 45031424 +18 2798 45551616 +19 2909 46149632 +20 2995 46862336 +21 3056 47054848 +22 3173 47898624 +23 3254 48242688 +24 3338 48930816 +25 3401 49209344 +26 3467 50155520 +27 3531 50212864 +28 3596 50855936 +29 3649 51503104 +30 3686 51658752 +31 3720 51806208 +32 3795 52133888 +33 3844 53170176 +34 3884 52191232 +35 3935 53608448 +36 3982 54493184 +37 4020 53821440 +38 4059 54108160 +39 4096 54910976 +40 4127 54857728 +41 4163 55681024 +42 4212 56418304 +43 4248 57393152 +44 4277 57806848 +45 4315 58617856 +46 4348 58675200 +47 4382 58687488 +48 4420 59310080 +49 4459 60051456 +50 4494 60186624 +51 4525 60538880 +Hits Total +2602 2810 +Percent Hit: 92.5979% +Fitness +0.9989 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1041 117 1561 91 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.963 0.9988 0 16.979 3.382 85 6 71 6 0.963 0.9988 0 16.979 3.382 85 6 71 6 +1 0 0.9914 0.9988 0 15.794 3.524 85 6 39 5 0.9772 0.9988 0 16.386 3.453 85 6 71 6 +2 0 0.9905 0.9988 0 15.43 3.609 85 6 11 4 0.9816 0.9988 0 16.067 3.505 85 6 71 6 +3 0 0.9967 0.9988 0 14.835 3.635 85 6 18 4 0.9854 0.9988 0 15.759 3.538 85 6 71 6 +4 0 0.9917 0.9988 0 13.887 3.615 85 6 18 4 0.9867 0.9988 0 15.385 3.553 85 6 71 6 +5 0 0.9955 0.9988 0 13.174 3.621 85 6 17 6 0.9881 0.9988 0 15.016 3.564 85 6 71 6 +6 0 0.9942 0.9988 0 12.934 3.6 92 9 24 6 0.989 0.9988 0 14.719 3.569 92 9 71 6 +7 0 0.9967 0.9988 0 12.875 3.37 92 9 31 6 0.99 0.9988 0 14.488 3.545 92 9 71 6 +8 0 0.9979 0.9988 0.9943 12.998 3.342 96 9 101 11 0.9908 0.9988 0 14.323 3.522 96 9 71 6 +9 0 0.9954 0.9988 0 12.98 3.264 96 9 34 7 0.9913 0.9988 0 14.188 3.496 96 9 71 6 +10 0 0.9979 0.9988 0.9927 12.466 3.24 96 9 109 11 0.9919 0.9988 0 14.032 3.473 96 9 71 6 +11 0 0.9967 0.9988 0 12.322 3.216 96 9 38 11 0.9923 0.9988 0 13.889 3.452 96 9 71 6 +12 0 0.9979 0.9989 0.9943 12.791 3.155 68 7 99 11 0.9927 0.9989 0 13.805 3.429 68 7 71 6 +13 0 0.9979 0.9989 0.9943 12.82 3.123 68 7 93 11 0.9931 0.9989 0 13.735 3.407 68 7 71 6 +14 0 0.9967 0.9989 0 12.804 3.123 68 7 108 14 0.9933 0.9989 0 13.673 3.388 68 7 71 6 +15 0 0.9967 0.9989 0 13.451 3.212 68 7 67 7 0.9936 0.9989 0 13.659 3.377 68 7 71 6 +16 0 0.9979 0.9989 0.9943 14.312 3.4 68 7 81 8 0.9938 0.9989 0 13.697 3.378 68 7 71 6 +17 0 0.9967 0.9989 0 14.691 3.336 69 8 31 6 0.994 0.9989 0 13.752 3.376 69 8 71 6 +18 0 0.9979 0.9989 0.9974 14.039 3.276 69 8 17 6 0.9942 0.9989 0 13.768 3.371 69 8 71 6 +19 0 0.9967 0.9989 0 12.447 3.111 69 8 114 15 0.9943 0.9989 0 13.701 3.358 69 8 71 6 +20 0 0.9979 0.9989 0.9943 12.355 3.13 69 8 70 9 0.9945 0.9989 0 13.637 3.347 69 8 71 6 +21 0 0.9954 0.9989 0 11.55 3.025 69 8 21 6 0.9945 0.9989 0 13.543 3.332 69 8 71 6 +22 0 0.9954 0.9989 0 11.659 3.12 69 8 14 5 0.9946 0.9989 0 13.461 3.323 69 8 71 6 +23 0 0.9979 0.9989 0.9977 10.902 2.93 69 8 3 1 0.9947 0.9989 0 13.354 3.307 69 8 71 6 +24 0 0.9917 0.9989 0 9.812 2.785 69 8 14 6 0.9946 0.9989 0 13.212 3.286 69 8 71 6 +25 0 0.9979 0.9989 0.9974 8.601 2.629 69 8 5 3 0.9947 0.9989 0 13.035 3.261 69 8 71 6 +26 0 0.9967 0.9989 0 8.3 2.64 69 8 73 14 0.9948 0.9989 0 12.86 3.238 69 8 71 6 +27 0 0.9967 0.9989 0 8.16 2.654 69 8 15 4 0.9949 0.9989 0 12.692 3.217 69 8 71 6 +28 0 0.9967 0.9989 0 7.559 2.491 69 8 15 8 0.9949 0.9989 0 12.515 3.192 69 8 71 6 +29 0 0.9975 0.9989 0.6667 7.516 2.489 69 8 16 5 0.995 0.9989 0 12.348 3.168 69 8 71 6 +30 0 0.9979 0.9989 0.9976 7.407 2.413 69 8 4 2 0.9951 0.9989 0 12.189 3.144 69 8 71 6 +31 0 0.9967 0.9989 0 8.319 2.494 69 8 9 4 0.9951 0.9989 0 12.068 3.124 69 8 71 6 +32 0 0.9979 0.9989 0.9979 7.168 2.315 69 8 58 10 0.9952 0.9989 0 11.919 3.099 69 8 71 6 +33 0 0.9979 0.9989 0.9979 7.709 2.445 67 8 11 4 0.9953 0.9989 0 11.796 3.08 67 8 71 6 +34 0 0.9967 0.9989 0 7.376 2.341 67 8 15 5 0.9954 0.9989 0 11.669 3.059 67 8 71 6 +35 0 0.9979 0.9989 0.9978 7.069 2.276 67 8 60 8 0.9954 0.9989 0 11.541 3.037 67 8 71 6 +36 0 0.9979 0.9989 0.9966 6.886 2.231 67 8 12 5 0.9955 0.9989 0 11.416 3.015 67 8 71 6 +37 0 0.9967 0.9989 0 6.609 2.112 67 8 14 5 0.9955 0.9989 0 11.289 2.991 67 8 71 6 +38 0 0.9979 0.9989 0.9979 6.21 2.031 67 8 9 4 0.9956 0.9989 0 11.159 2.967 67 8 71 6 +39 0 0.9979 0.9989 0.9978 6.344 2.095 67 8 5 2 0.9956 0.9989 0 11.039 2.945 67 8 71 6 +40 0 0.9967 0.9989 0 6.31 2.103 67 8 13 4 0.9957 0.9989 0 10.923 2.924 67 8 71 6 +41 0 0.9954 0.9989 0 5.676 1.924 67 8 17 5 0.9957 0.9989 0 10.798 2.901 67 8 71 6 +42 0 0.9979 0.9989 0.9977 5.819 2.01 67 8 23 6 0.9957 0.9989 0 10.682 2.88 67 8 71 6 +43 0 0.9979 0.9989 0.9973 6.12 2.01 64 8 19 5 0.9958 0.9989 0 10.579 2.86 64 8 71 6 +44 0 0.9979 0.9989 0.9973 6.294 2.021 64 8 7 3 0.9958 0.9989 0 10.484 2.842 64 8 71 6 +45 0 0.9967 0.9989 0 6.669 2.062 64 8 14 4 0.9958 0.9989 0 10.401 2.825 64 8 71 6 +46 0 0.9979 0.9989 0.9974 6.76 2.089 64 8 21 6 0.9959 0.9989 0 10.323 2.809 64 8 71 6 +47 0 0.9967 0.9989 0 6.396 2.001 64 8 23 6 0.9959 0.9989 0 10.241 2.792 64 8 71 6 +48 0 0.9967 0.9989 0 6.424 2.034 64 8 7 3 0.9959 0.9989 0 10.163 2.777 64 8 71 6 +49 0 0.9979 0.9989 0.9974 6.076 1.98 64 8 3 1 0.996 0.9989 0 10.082 2.761 64 8 71 6 +50 0 0.9967 0.9989 0 5.912 2.039 64 8 11 4 0.996 0.9989 0 10 2.747 64 8 71 6 diff --git a/Seminar/10gen/10_run_pyramid_5/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_5/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_5/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_5/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_5/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_5/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/10_run_pyramid_6/aggregated.tsv b/Seminar/10gen/10_run_pyramid_6/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_6/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_6/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_6/aggregated_all.tsv new file mode 100644 index 0000000..93a9a3d --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_6/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 93812550715 +Wall Time (ms): 4735 +CPU Cycles: 77592847590368549 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 325124096 +2 282 344039424 +3 509 351621120 +4 726 359469056 +5 910 364814336 +6 1093 372039680 +7 1283 379125760 +8 1470 384421888 +9 1623 389382144 +10 1766 395206656 +11 1880 404643840 +12 2137 286486528 +13 2247 290623488 +14 2339 293163008 +15 2428 297246720 +16 2528 302112768 +17 2616 303931392 +18 2697 307810304 +19 2786 311656448 +20 2845 314445824 +21 2905 317890560 +22 3110 229122048 +23 3166 231866368 +24 3222 235593728 +25 3279 237846528 +26 3344 241274880 +27 3394 241487872 +28 3444 243355648 +29 3490 245768192 +30 3528 248422400 +31 3569 249384960 +32 3793 151908352 +33 3837 153604096 +34 3877 154558464 +35 3918 155455488 +36 3958 157110272 +37 3996 158109696 +38 4035 159272960 +39 4067 161304576 +40 4104 162856960 +41 4142 163942400 +42 4261 110870528 +43 4295 112300032 +44 4326 111837184 +45 4362 113295360 +46 4399 113913856 +47 4435 114556928 +48 4469 115408896 +49 4502 116776960 +50 4538 117350400 +51 4573 117690368 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9381255071 +Wall Time (ms): 3318 +CPU Cycles: 7759284759036854 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32512409 +2 282 34403942 +3 509 35162112 +4 726 35946905 +5 910 36481433 +6 1093 37203968 +7 1283 37912576 +8 1470 38442188 +9 1623 38938214 +10 1766 39520665 +11 1880 40464384 +12 2137 40926646 +13 2247 41517641 +14 2339 41880429 +15 2428 42463817 +16 2528 43158966 +17 2616 43418770 +18 2697 43972900 +19 2786 44522349 +20 2845 44920832 +21 2905 45412937 +22 3110 45824409 +23 3166 46373273 +24 3222 47118745 +25 3279 47569305 +26 3344 48254976 +27 3394 48297574 +28 3444 48671129 +29 3490 49153638 +30 3528 49684480 +31 3569 49876992 +32 3793 50636117 +33 3837 51201365 +34 3877 51519488 +35 3918 51818496 +36 3958 52370090 +37 3996 52703232 +38 4035 53090986 +39 4067 53768192 +40 4104 54285653 +41 4142 54647466 +42 4261 55435264 +43 4295 56150016 +44 4326 55918592 +45 4362 56647680 +46 4399 56956928 +47 4435 57278464 +48 4469 57704448 +49 4502 58388480 +50 4538 58675200 +51 4573 58845184 +Hits Total +2175 2810 +Percent Hit: 77.4021% +Fitness +0.998718 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +941 184 1234 450 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96132 0.99833 0 17.3371 3.3548 39 4 44 5 0.96132 0.99833 0 17.3371 3.3548 39 4 44 5 +1 0 0.99037 0.99835 0 15.7254 3.4632 32 4 30 5 0.97584 0.99835 0 16.5312 3.4091 32 4 44 5 +2 0 0.99153 0.99847 0 14.8024 3.4881 28 4 45 6 0.98106 0.99847 0 15.9549 3.4355 28 4 44 5 +3 0 0.99263 0.99852 0.19629 13.7262 3.4591 28 4 40 6 0.98397 0.99852 0 15.3977 3.4414 28 4 44 5 +4 0 0.99399 0.99856 0 13.1441 3.4421 26 4 45 6 0.98598 0.99856 0 14.947 3.4413 26 4 44 5 +5 0 0.99424 0.9986 0.18723 12.4132 3.3895 27 5 38 6 0.98735 0.9986 0 14.5247 3.4329 27 5 44 5 +6 0 0.9945 0.99865 0 12.1068 3.3915 26 5 34 7 0.98837 0.99865 0 14.1792 3.427 26 5 44 5 +7 0 0.99377 0.99867 0 11.5994 3.3799 26 5 31 8 0.98904 0.99867 0 13.8568 3.4211 26 5 44 5 +8 0 0.9955 0.99867 0 10.791 3.2625 26 5 46 8 0.98976 0.99867 0 13.5162 3.4035 26 5 44 5 +9 0 0.996 0.99871 0.19953 10.5373 3.2044 24 5 32 6 0.9904 0.99871 0 13.2181 3.3835 24 5 44 5 +10 0 0.69698 0.69915 0 7.0586 2.1917 19 3 19 5 0.69358 0.69915 0 9.1705 2.3721 19 3 37 4 +11 0 0.69761 0.69915 0.19958 6.7377 2.1164 19 3 17 4 0.69392 0.69915 0 8.9677 2.351 19 3 37 4 +12 0 0.69724 0.69916 0.29937 6.4853 2.0609 19 3 19 4 0.69416 0.69916 0 8.7767 2.3285 19 3 37 4 +13 0 0.69698 0.69916 0.0998 6.0878 2.0101 19 3 20 5 0.69438 0.69916 0 8.5846 2.3058 19 3 37 4 +14 0 0.69757 0.69916 0.29925 6.1581 2.0282 17 3 11 3 0.6946 0.69916 0 8.4229 2.2873 17 3 37 4 +15 0 0.69782 0.69916 0.39879 5.9456 1.9429 17 3 20 4 0.69479 0.69916 0 8.2681 2.2658 17 3 37 4 +16 0 0.69749 0.69916 0.19957 5.464 1.8618 20 4 8 2 0.69494 0.69916 0 8.1031 2.2421 20 4 37 4 +17 0 0.69811 0.69916 0.29935 5.2716 1.8057 20 4 10 3 0.69514 0.69916 0 7.9458 2.2178 20 4 37 4 +18 0 0.69772 0.69916 0.29898 5.136 1.7541 17 3 16 4 0.69525 0.69916 0 7.7979 2.1934 17 3 37 4 +19 0 0.69786 0.69916 0.29939 5.0597 1.7255 14 3 8 2 0.69539 0.69916 0 7.661 2.1701 14 3 37 4 +20 0 0.49863 0.49942 0.19959 3.712 1.2582 12 2 6 2 0.49694 0.49942 0 5.3833 1.5343 12 2 25 2 +21 0 0.49875 0.49942 0.39918 3.6698 1.2377 17 3 4 1 0.49702 0.49942 0 5.3055 1.5208 17 3 25 2 +22 0 0.49862 0.49942 0.29919 3.5847 1.2059 17 3 10 2 0.49709 0.49942 0 5.2305 1.5071 17 3 25 2 +23 0 0.49875 0.49942 0.29936 3.4651 1.1738 17 3 3 1 0.49715 0.49942 0 5.157 1.4932 17 3 25 2 +24 0 0.49851 0.49942 0.19959 3.3588 1.1607 17 3 11 3 0.49721 0.49942 0 5.0852 1.48 17 3 25 2 +25 0 0.49888 0.49942 0.39883 3.2234 1.1172 17 3 7 1 0.49728 0.49942 0 5.0136 1.4659 17 3 25 2 +26 0 0.49863 0.49942 0.2992 3.2399 1.1218 17 3 9 2 0.49733 0.49942 0 4.9478 1.4532 17 3 25 2 +27 0 0.4985 0.49942 0.19919 3.2171 1.1217 17 3 7 2 0.49736 0.49942 0 4.8861 1.4413 17 3 25 2 +28 0 0.4985 0.49942 0.19874 3.1787 1.1135 17 3 9 3 0.49742 0.49942 0 4.8272 1.4301 17 3 25 2 +29 0 0.49863 0.49942 0.39826 3.189 1.1075 17 3 10 3 0.49746 0.49942 0 4.7726 1.4193 17 3 25 2 +30 0 0.29915 0.29967 0.1995 2.106 0.7169 15 2 4 1 0.29853 0.29967 0 3.0572 0.8852 15 2 17 1 +31 0 0.29916 0.29967 0.09971 2.1231 0.7143 15 2 6 1 0.29855 0.29967 0 3.028 0.8799 15 2 17 1 +32 0 0.29928 0.29967 0.19954 1.9397 0.6854 15 2 2 0 0.29857 0.29967 0 2.995 0.874 15 2 17 1 +33 0 0.2994 0.29967 0.29934 1.8869 0.6638 15 2 3 1 0.2986 0.29967 0 2.9625 0.8678 15 2 17 1 +34 0 0.29915 0.29967 0.19958 1.864 0.6619 15 2 4 1 0.29862 0.29967 0 2.931 0.862 15 2 17 1 +35 0 0.29927 0.29967 0.19957 1.8364 0.6593 15 2 3 1 0.29863 0.29967 0 2.9007 0.8564 15 2 17 1 +36 0 0.29928 0.29967 0.1995 1.7804 0.6406 15 2 7 2 0.29866 0.29967 0 2.8704 0.8505 15 2 17 1 +37 0 0.29903 0.29967 0.09977 1.7966 0.6391 15 2 4 1 0.29866 0.29967 0 2.8422 0.8449 15 2 17 1 +38 0 0.29916 0.29967 0.09974 1.7651 0.6289 15 2 4 1 0.29867 0.29967 0 2.8146 0.8395 15 2 17 1 +39 0 0.29928 0.29967 0.19954 1.7942 0.6125 15 2 4 1 0.29869 0.29967 0 2.789 0.8337 15 2 17 1 +40 0 0.1996 0.19978 0.19933 1.2553 0.3913 12 1 2 0 0.19916 0.19978 0 1.8907 0.548 12 1 11 1 +41 0 0.1996 0.19978 0.19933 1.2282 0.3974 12 1 1 0 0.19916 0.19978 0 1.8749 0.5444 12 1 11 1 +42 0 0.1996 0.19978 0.19955 1.2271 0.3991 12 1 0 0 0.19918 0.19978 0 1.8599 0.5411 12 1 11 1 +43 0 0.19936 0.19978 0 1.2106 0.4014 12 1 3 0 0.19918 0.19978 0 1.8451 0.5379 12 1 11 1 +44 0 0.19948 0.19978 0.0998 1.2297 0.4114 12 1 1 0 0.19918 0.19978 0 1.8314 0.5351 12 1 11 1 +45 0 0.19948 0.19978 0.0998 1.2639 0.4357 12 1 1 0 0.19919 0.19978 0 1.8191 0.5329 12 1 11 1 +46 0 0.19948 0.19978 0.09978 1.1658 0.4075 12 1 2 1 0.1992 0.19978 0 1.8052 0.5302 12 1 11 1 +47 0 0.19947 0.19978 0.0998 1.1986 0.4055 12 1 1 0 0.1992 0.19978 0 1.7925 0.5276 12 1 11 1 +48 0 0.19935 0.19978 0 1.2152 0.4086 12 1 1 0 0.1992 0.19978 0 1.7807 0.5253 12 1 11 1 +49 0 0.19935 0.19978 0 1.2858 0.4289 12 1 1 0 0.1992 0.19978 0 1.7708 0.5233 12 1 11 1 +50 0 0.0998 0.09989 0.09977 0.8273 0.2409 11 1 0 0 0.0996 0.09989 0 1.0792 0.2939 11 1 7 0 diff --git a/Seminar/10gen/10_run_pyramid_6/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_6/aggregated_best_fitness.tsv new file mode 100644 index 0000000..e9ee215 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_6/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 17828806769 +Wall Time (ms): 4735 +CPU Cycles: 7759290895037878 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32497664 +2 258 34271232 +3 482 34824192 +4 698 35516416 +5 857 35414016 +6 1051 36016128 +7 1243 36712448 +8 1444 37216256 +9 1581 38178816 +10 1733 39493632 +11 1881 40345600 +12 2123 40624128 +13 2226 41406464 +14 2350 41877504 +15 2449 42684416 +16 2560 43433984 +17 2676 43798528 +18 2782 45318144 +19 2881 45846528 +20 2950 46235648 +21 3006 46694400 +22 3123 47316992 +23 3216 48066560 +24 3294 48783360 +25 3383 49426432 +26 3485 49938432 +27 3546 50683904 +28 3596 50446336 +29 3637 51544064 +30 3678 52391936 +31 3727 52142080 +32 3807 52838400 +33 3863 53268480 +34 3913 53563392 +35 3956 53915648 +36 3999 54312960 +37 4042 54571008 +38 4086 55136256 +39 4124 56049664 +40 4163 56369152 +41 4203 57049088 +42 4264 58056704 +43 4305 58658816 +44 4343 58187776 +45 4388 59232256 +46 4435 59371520 +47 4479 59600896 +48 4517 59932672 +49 4556 60989440 +50 4593 60993536 +51 4631 61485056 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 17828806769 +Wall Time (ms): 4681 +CPU Cycles: 7759290895037878 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32497664 +2 258 34271232 +3 482 34824192 +4 698 35516416 +5 857 35414016 +6 1051 36016128 +7 1243 36712448 +8 1444 37216256 +9 1581 38178816 +10 1733 39493632 +11 1881 40345600 +12 2123 40624128 +13 2226 41406464 +14 2350 41877504 +15 2449 42684416 +16 2560 43433984 +17 2676 43798528 +18 2782 45318144 +19 2881 45846528 +20 2950 46235648 +21 3006 46694400 +22 3123 47316992 +23 3216 48066560 +24 3294 48783360 +25 3383 49426432 +26 3485 49938432 +27 3546 50683904 +28 3596 50446336 +29 3637 51544064 +30 3678 52391936 +31 3727 52142080 +32 3807 52838400 +33 3863 53268480 +34 3913 53563392 +35 3956 53915648 +36 3999 54312960 +37 4042 54571008 +38 4086 55136256 +39 4124 56049664 +40 4163 56369152 +41 4203 57049088 +42 4264 58056704 +43 4305 58658816 +44 4343 58187776 +45 4388 59232256 +46 4435 59371520 +47 4479 59600896 +48 4517 59932672 +49 4556 60989440 +50 4593 60993536 +51 4631 61485056 +Hits Total +2605 2810 +Percent Hit: 92.7046% +Fitness +0.998902 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1006 118 1599 87 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9631 0.9988 0 16.979 3.382 85 6 71 6 0.9631 0.9988 0 16.979 3.382 85 6 71 6 +1 0 0.9914 0.9988 0 15.781 3.521 85 6 39 5 0.9772 0.9988 0 16.38 3.452 85 6 71 6 +2 0 0.9905 0.9988 0 15.531 3.627 85 6 11 4 0.9817 0.9988 0 16.097 3.51 85 6 71 6 +3 0 0.993 0.9988 0 13.945 3.53 85 6 14 5 0.9845 0.9988 0 15.559 3.515 85 6 71 6 +4 0 0.9968 0.9988 0 13.396 3.415 85 6 16 7 0.987 0.9988 0 15.127 3.495 85 6 71 6 +5 0 0.993 0.9988 0 12.928 3.413 85 6 29 6 0.988 0.9988 0 14.76 3.481 85 6 71 6 +6 0 0.9955 0.9988 0 13.62 3.584 85 6 73 10 0.989 0.9988 0 14.597 3.496 85 6 71 6 +7 0 0.9943 0.9988 0 12.881 3.629 85 6 70 12 0.9897 0.9988 0 14.383 3.513 85 6 71 6 +8 0 0.9968 0.9988 0 12.77 3.559 85 6 109 14 0.9905 0.9988 0 14.203 3.518 85 6 71 6 +9 0 0.9955 0.9988 0 12.828 3.494 85 8 20 6 0.991 0.9988 0 14.066 3.515 85 8 71 6 +10 0 0.9955 0.9988 0 12.7 3.515 85 8 64 15 0.9914 0.9988 0 13.942 3.515 85 8 71 6 +11 0 0.9968 0.9988 0 12.331 3.38 85 8 26 8 0.9919 0.9988 0 13.807 3.504 85 8 71 6 +12 0 0.9968 0.9989 0 12.155 3.184 86 8 48 7 0.9922 0.9989 0 13.68 3.479 86 8 71 6 +13 0 0.9955 0.9989 0 12.174 3.291 86 8 48 11 0.9925 0.9989 0 13.573 3.466 86 8 71 6 +14 0 0.9968 0.9989 0 12.866 3.359 86 8 19 5 0.9928 0.9989 0 13.526 3.459 86 8 71 6 +15 0 0.9955 0.9989 0 13.422 3.36 86 8 62 7 0.9929 0.9989 0 13.519 3.453 86 8 71 6 +16 0 0.9968 0.9989 0 11.831 3.161 111 14 18 5 0.9932 0.9989 0 13.42 3.436 111 14 71 6 +17 0 0.9968 0.9989 0 12.098 3.049 111 14 25 8 0.9934 0.9989 0 13.346 3.414 111 14 71 6 +18 0 0.998 0.9989 0.9944 12.492 3.136 81 8 46 7 0.9936 0.9989 0 13.302 3.399 81 8 71 6 +19 0 0.998 0.9989 0.998 12.227 3.045 51 7 3 1 0.9938 0.9989 0 13.248 3.382 51 7 71 6 +20 0 0.9968 0.9989 0 12.529 3.229 63 7 12 5 0.994 0.9989 0 13.214 3.374 63 7 71 6 +21 0 0.998 0.9989 0.9979 12.311 3.169 110 11 5 2 0.9941 0.9989 0 13.173 3.365 110 11 71 6 +22 0 0.998 0.9989 0.9977 12.34 3.194 110 11 16 5 0.9943 0.9989 0 13.136 3.358 110 11 71 6 +23 0 0.9968 0.9989 0 11.891 3.092 110 11 16 5 0.9944 0.9989 0 13.084 3.347 110 11 71 6 +24 0 0.9968 0.9989 0 11.195 3.006 110 11 66 13 0.9945 0.9989 0 13.009 3.333 110 11 71 6 +25 0 0.998 0.9989 0.9978 10.64 2.876 110 11 3 1 0.9946 0.9989 0 12.918 3.315 110 11 71 6 +26 0 0.9955 0.9989 0 11.085 2.994 110 11 20 6 0.9947 0.9989 0 12.85 3.303 110 11 71 6 +27 0 0.998 0.9989 0.9944 11.12 3.038 110 11 21 6 0.9948 0.9989 0 12.788 3.294 110 11 71 6 +28 0 0.9968 0.9989 0 10.684 2.978 110 11 11 5 0.9949 0.9989 0 12.716 3.283 110 11 71 6 +29 0 0.998 0.9989 0.9973 10.801 3.03 110 11 10 5 0.995 0.9989 0 12.652 3.275 110 11 71 6 +30 0 0.998 0.9989 0.9978 9.899 2.888 110 11 28 9 0.9951 0.9989 0 12.563 3.262 110 11 71 6 +31 0 0.9968 0.9989 0 10.098 2.88 110 11 33 8 0.9951 0.9989 0 12.486 3.25 110 11 71 6 +32 0 0.998 0.9989 0.9974 8.408 2.663 110 11 13 4 0.9952 0.9989 0 12.362 3.232 110 11 71 6 +33 0 0.998 0.9989 0.9974 8.193 2.589 110 11 13 4 0.9953 0.9989 0 12.24 3.213 110 11 71 6 +34 0 0.998 0.9989 0.9978 7.822 2.534 110 11 17 7 0.9954 0.9989 0 12.113 3.194 110 11 71 6 +35 0 0.998 0.9989 0.9978 7.657 2.499 110 11 5 2 0.9954 0.9989 0 11.99 3.175 110 11 71 6 +36 0 0.9968 0.9989 0 7.223 2.326 110 11 19 6 0.9955 0.9989 0 11.861 3.152 110 11 71 6 +37 0 0.9968 0.9989 0 7.782 2.411 110 11 27 6 0.9955 0.9989 0 11.754 3.132 110 11 71 6 +38 0 0.998 0.9989 0.9974 7.741 2.404 110 11 8 3 0.9956 0.9989 0 11.651 3.114 110 11 71 6 +39 0 0.9968 0.9989 0 8.265 2.379 110 11 16 6 0.9956 0.9989 0 11.566 3.095 110 11 71 6 +40 0 0.998 0.9989 0.9953 8.662 2.405 110 11 15 5 0.9957 0.9989 0 11.495 3.078 110 11 71 6 +41 0 0.998 0.9989 0.9953 8.352 2.445 110 11 17 6 0.9957 0.9989 0 11.42 3.063 110 11 71 6 +42 0 0.998 0.9989 0.9978 8.207 2.4 110 11 5 2 0.9958 0.9989 0 11.346 3.048 110 11 71 6 +43 0 0.9968 0.9989 0 7.745 2.333 110 11 13 4 0.9958 0.9989 0 11.264 3.032 110 11 71 6 +44 0 0.9968 0.9989 0 8.008 2.41 110 11 12 5 0.9958 0.9989 0 11.191 3.018 110 11 71 6 +45 0 0.9968 0.9989 0 8.055 2.52 110 11 10 4 0.9958 0.9989 0 11.123 3.007 110 11 71 6 +46 0 0.9968 0.9989 0 7.185 2.264 110 11 16 7 0.9959 0.9989 0 11.039 2.991 110 11 71 6 +47 0 0.998 0.9989 0.998 7.381 2.186 110 11 2 1 0.9959 0.9989 0 10.963 2.974 110 11 71 6 +48 0 0.9968 0.9989 0 7.586 2.246 110 11 7 3 0.9959 0.9989 0 10.894 2.96 110 11 71 6 +49 0 0.9968 0.9989 0 8.296 2.449 110 11 5 2 0.9959 0.9989 0 10.842 2.949 110 11 71 6 +50 0 0.998 0.9989 0.9977 8.273 2.409 110 11 6 3 0.996 0.9989 0 10.792 2.939 110 11 71 6 diff --git a/Seminar/10gen/10_run_pyramid_6/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_6/aggregated_best_generations.tsv new file mode 100644 index 0000000..e9ee215 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_6/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 17828806769 +Wall Time (ms): 4735 +CPU Cycles: 7759290895037878 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32497664 +2 258 34271232 +3 482 34824192 +4 698 35516416 +5 857 35414016 +6 1051 36016128 +7 1243 36712448 +8 1444 37216256 +9 1581 38178816 +10 1733 39493632 +11 1881 40345600 +12 2123 40624128 +13 2226 41406464 +14 2350 41877504 +15 2449 42684416 +16 2560 43433984 +17 2676 43798528 +18 2782 45318144 +19 2881 45846528 +20 2950 46235648 +21 3006 46694400 +22 3123 47316992 +23 3216 48066560 +24 3294 48783360 +25 3383 49426432 +26 3485 49938432 +27 3546 50683904 +28 3596 50446336 +29 3637 51544064 +30 3678 52391936 +31 3727 52142080 +32 3807 52838400 +33 3863 53268480 +34 3913 53563392 +35 3956 53915648 +36 3999 54312960 +37 4042 54571008 +38 4086 55136256 +39 4124 56049664 +40 4163 56369152 +41 4203 57049088 +42 4264 58056704 +43 4305 58658816 +44 4343 58187776 +45 4388 59232256 +46 4435 59371520 +47 4479 59600896 +48 4517 59932672 +49 4556 60989440 +50 4593 60993536 +51 4631 61485056 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 17828806769 +Wall Time (ms): 4681 +CPU Cycles: 7759290895037878 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32497664 +2 258 34271232 +3 482 34824192 +4 698 35516416 +5 857 35414016 +6 1051 36016128 +7 1243 36712448 +8 1444 37216256 +9 1581 38178816 +10 1733 39493632 +11 1881 40345600 +12 2123 40624128 +13 2226 41406464 +14 2350 41877504 +15 2449 42684416 +16 2560 43433984 +17 2676 43798528 +18 2782 45318144 +19 2881 45846528 +20 2950 46235648 +21 3006 46694400 +22 3123 47316992 +23 3216 48066560 +24 3294 48783360 +25 3383 49426432 +26 3485 49938432 +27 3546 50683904 +28 3596 50446336 +29 3637 51544064 +30 3678 52391936 +31 3727 52142080 +32 3807 52838400 +33 3863 53268480 +34 3913 53563392 +35 3956 53915648 +36 3999 54312960 +37 4042 54571008 +38 4086 55136256 +39 4124 56049664 +40 4163 56369152 +41 4203 57049088 +42 4264 58056704 +43 4305 58658816 +44 4343 58187776 +45 4388 59232256 +46 4435 59371520 +47 4479 59600896 +48 4517 59932672 +49 4556 60989440 +50 4593 60993536 +51 4631 61485056 +Hits Total +2605 2810 +Percent Hit: 92.7046% +Fitness +0.998902 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1006 118 1599 87 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9631 0.9988 0 16.979 3.382 85 6 71 6 0.9631 0.9988 0 16.979 3.382 85 6 71 6 +1 0 0.9914 0.9988 0 15.781 3.521 85 6 39 5 0.9772 0.9988 0 16.38 3.452 85 6 71 6 +2 0 0.9905 0.9988 0 15.531 3.627 85 6 11 4 0.9817 0.9988 0 16.097 3.51 85 6 71 6 +3 0 0.993 0.9988 0 13.945 3.53 85 6 14 5 0.9845 0.9988 0 15.559 3.515 85 6 71 6 +4 0 0.9968 0.9988 0 13.396 3.415 85 6 16 7 0.987 0.9988 0 15.127 3.495 85 6 71 6 +5 0 0.993 0.9988 0 12.928 3.413 85 6 29 6 0.988 0.9988 0 14.76 3.481 85 6 71 6 +6 0 0.9955 0.9988 0 13.62 3.584 85 6 73 10 0.989 0.9988 0 14.597 3.496 85 6 71 6 +7 0 0.9943 0.9988 0 12.881 3.629 85 6 70 12 0.9897 0.9988 0 14.383 3.513 85 6 71 6 +8 0 0.9968 0.9988 0 12.77 3.559 85 6 109 14 0.9905 0.9988 0 14.203 3.518 85 6 71 6 +9 0 0.9955 0.9988 0 12.828 3.494 85 8 20 6 0.991 0.9988 0 14.066 3.515 85 8 71 6 +10 0 0.9955 0.9988 0 12.7 3.515 85 8 64 15 0.9914 0.9988 0 13.942 3.515 85 8 71 6 +11 0 0.9968 0.9988 0 12.331 3.38 85 8 26 8 0.9919 0.9988 0 13.807 3.504 85 8 71 6 +12 0 0.9968 0.9989 0 12.155 3.184 86 8 48 7 0.9922 0.9989 0 13.68 3.479 86 8 71 6 +13 0 0.9955 0.9989 0 12.174 3.291 86 8 48 11 0.9925 0.9989 0 13.573 3.466 86 8 71 6 +14 0 0.9968 0.9989 0 12.866 3.359 86 8 19 5 0.9928 0.9989 0 13.526 3.459 86 8 71 6 +15 0 0.9955 0.9989 0 13.422 3.36 86 8 62 7 0.9929 0.9989 0 13.519 3.453 86 8 71 6 +16 0 0.9968 0.9989 0 11.831 3.161 111 14 18 5 0.9932 0.9989 0 13.42 3.436 111 14 71 6 +17 0 0.9968 0.9989 0 12.098 3.049 111 14 25 8 0.9934 0.9989 0 13.346 3.414 111 14 71 6 +18 0 0.998 0.9989 0.9944 12.492 3.136 81 8 46 7 0.9936 0.9989 0 13.302 3.399 81 8 71 6 +19 0 0.998 0.9989 0.998 12.227 3.045 51 7 3 1 0.9938 0.9989 0 13.248 3.382 51 7 71 6 +20 0 0.9968 0.9989 0 12.529 3.229 63 7 12 5 0.994 0.9989 0 13.214 3.374 63 7 71 6 +21 0 0.998 0.9989 0.9979 12.311 3.169 110 11 5 2 0.9941 0.9989 0 13.173 3.365 110 11 71 6 +22 0 0.998 0.9989 0.9977 12.34 3.194 110 11 16 5 0.9943 0.9989 0 13.136 3.358 110 11 71 6 +23 0 0.9968 0.9989 0 11.891 3.092 110 11 16 5 0.9944 0.9989 0 13.084 3.347 110 11 71 6 +24 0 0.9968 0.9989 0 11.195 3.006 110 11 66 13 0.9945 0.9989 0 13.009 3.333 110 11 71 6 +25 0 0.998 0.9989 0.9978 10.64 2.876 110 11 3 1 0.9946 0.9989 0 12.918 3.315 110 11 71 6 +26 0 0.9955 0.9989 0 11.085 2.994 110 11 20 6 0.9947 0.9989 0 12.85 3.303 110 11 71 6 +27 0 0.998 0.9989 0.9944 11.12 3.038 110 11 21 6 0.9948 0.9989 0 12.788 3.294 110 11 71 6 +28 0 0.9968 0.9989 0 10.684 2.978 110 11 11 5 0.9949 0.9989 0 12.716 3.283 110 11 71 6 +29 0 0.998 0.9989 0.9973 10.801 3.03 110 11 10 5 0.995 0.9989 0 12.652 3.275 110 11 71 6 +30 0 0.998 0.9989 0.9978 9.899 2.888 110 11 28 9 0.9951 0.9989 0 12.563 3.262 110 11 71 6 +31 0 0.9968 0.9989 0 10.098 2.88 110 11 33 8 0.9951 0.9989 0 12.486 3.25 110 11 71 6 +32 0 0.998 0.9989 0.9974 8.408 2.663 110 11 13 4 0.9952 0.9989 0 12.362 3.232 110 11 71 6 +33 0 0.998 0.9989 0.9974 8.193 2.589 110 11 13 4 0.9953 0.9989 0 12.24 3.213 110 11 71 6 +34 0 0.998 0.9989 0.9978 7.822 2.534 110 11 17 7 0.9954 0.9989 0 12.113 3.194 110 11 71 6 +35 0 0.998 0.9989 0.9978 7.657 2.499 110 11 5 2 0.9954 0.9989 0 11.99 3.175 110 11 71 6 +36 0 0.9968 0.9989 0 7.223 2.326 110 11 19 6 0.9955 0.9989 0 11.861 3.152 110 11 71 6 +37 0 0.9968 0.9989 0 7.782 2.411 110 11 27 6 0.9955 0.9989 0 11.754 3.132 110 11 71 6 +38 0 0.998 0.9989 0.9974 7.741 2.404 110 11 8 3 0.9956 0.9989 0 11.651 3.114 110 11 71 6 +39 0 0.9968 0.9989 0 8.265 2.379 110 11 16 6 0.9956 0.9989 0 11.566 3.095 110 11 71 6 +40 0 0.998 0.9989 0.9953 8.662 2.405 110 11 15 5 0.9957 0.9989 0 11.495 3.078 110 11 71 6 +41 0 0.998 0.9989 0.9953 8.352 2.445 110 11 17 6 0.9957 0.9989 0 11.42 3.063 110 11 71 6 +42 0 0.998 0.9989 0.9978 8.207 2.4 110 11 5 2 0.9958 0.9989 0 11.346 3.048 110 11 71 6 +43 0 0.9968 0.9989 0 7.745 2.333 110 11 13 4 0.9958 0.9989 0 11.264 3.032 110 11 71 6 +44 0 0.9968 0.9989 0 8.008 2.41 110 11 12 5 0.9958 0.9989 0 11.191 3.018 110 11 71 6 +45 0 0.9968 0.9989 0 8.055 2.52 110 11 10 4 0.9958 0.9989 0 11.123 3.007 110 11 71 6 +46 0 0.9968 0.9989 0 7.185 2.264 110 11 16 7 0.9959 0.9989 0 11.039 2.991 110 11 71 6 +47 0 0.998 0.9989 0.998 7.381 2.186 110 11 2 1 0.9959 0.9989 0 10.963 2.974 110 11 71 6 +48 0 0.9968 0.9989 0 7.586 2.246 110 11 7 3 0.9959 0.9989 0 10.894 2.96 110 11 71 6 +49 0 0.9968 0.9989 0 8.296 2.449 110 11 5 2 0.9959 0.9989 0 10.842 2.949 110 11 71 6 +50 0 0.998 0.9989 0.9977 8.273 2.409 110 11 6 3 0.996 0.9989 0 10.792 2.939 110 11 71 6 diff --git a/Seminar/10gen/10_run_pyramid_6/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_6/aggregated_best_hits.tsv new file mode 100644 index 0000000..e9ee215 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_6/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 17828806769 +Wall Time (ms): 4735 +CPU Cycles: 7759290895037878 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32497664 +2 258 34271232 +3 482 34824192 +4 698 35516416 +5 857 35414016 +6 1051 36016128 +7 1243 36712448 +8 1444 37216256 +9 1581 38178816 +10 1733 39493632 +11 1881 40345600 +12 2123 40624128 +13 2226 41406464 +14 2350 41877504 +15 2449 42684416 +16 2560 43433984 +17 2676 43798528 +18 2782 45318144 +19 2881 45846528 +20 2950 46235648 +21 3006 46694400 +22 3123 47316992 +23 3216 48066560 +24 3294 48783360 +25 3383 49426432 +26 3485 49938432 +27 3546 50683904 +28 3596 50446336 +29 3637 51544064 +30 3678 52391936 +31 3727 52142080 +32 3807 52838400 +33 3863 53268480 +34 3913 53563392 +35 3956 53915648 +36 3999 54312960 +37 4042 54571008 +38 4086 55136256 +39 4124 56049664 +40 4163 56369152 +41 4203 57049088 +42 4264 58056704 +43 4305 58658816 +44 4343 58187776 +45 4388 59232256 +46 4435 59371520 +47 4479 59600896 +48 4517 59932672 +49 4556 60989440 +50 4593 60993536 +51 4631 61485056 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 17828806769 +Wall Time (ms): 4681 +CPU Cycles: 7759290895037878 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32497664 +2 258 34271232 +3 482 34824192 +4 698 35516416 +5 857 35414016 +6 1051 36016128 +7 1243 36712448 +8 1444 37216256 +9 1581 38178816 +10 1733 39493632 +11 1881 40345600 +12 2123 40624128 +13 2226 41406464 +14 2350 41877504 +15 2449 42684416 +16 2560 43433984 +17 2676 43798528 +18 2782 45318144 +19 2881 45846528 +20 2950 46235648 +21 3006 46694400 +22 3123 47316992 +23 3216 48066560 +24 3294 48783360 +25 3383 49426432 +26 3485 49938432 +27 3546 50683904 +28 3596 50446336 +29 3637 51544064 +30 3678 52391936 +31 3727 52142080 +32 3807 52838400 +33 3863 53268480 +34 3913 53563392 +35 3956 53915648 +36 3999 54312960 +37 4042 54571008 +38 4086 55136256 +39 4124 56049664 +40 4163 56369152 +41 4203 57049088 +42 4264 58056704 +43 4305 58658816 +44 4343 58187776 +45 4388 59232256 +46 4435 59371520 +47 4479 59600896 +48 4517 59932672 +49 4556 60989440 +50 4593 60993536 +51 4631 61485056 +Hits Total +2605 2810 +Percent Hit: 92.7046% +Fitness +0.998902 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1006 118 1599 87 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9631 0.9988 0 16.979 3.382 85 6 71 6 0.9631 0.9988 0 16.979 3.382 85 6 71 6 +1 0 0.9914 0.9988 0 15.781 3.521 85 6 39 5 0.9772 0.9988 0 16.38 3.452 85 6 71 6 +2 0 0.9905 0.9988 0 15.531 3.627 85 6 11 4 0.9817 0.9988 0 16.097 3.51 85 6 71 6 +3 0 0.993 0.9988 0 13.945 3.53 85 6 14 5 0.9845 0.9988 0 15.559 3.515 85 6 71 6 +4 0 0.9968 0.9988 0 13.396 3.415 85 6 16 7 0.987 0.9988 0 15.127 3.495 85 6 71 6 +5 0 0.993 0.9988 0 12.928 3.413 85 6 29 6 0.988 0.9988 0 14.76 3.481 85 6 71 6 +6 0 0.9955 0.9988 0 13.62 3.584 85 6 73 10 0.989 0.9988 0 14.597 3.496 85 6 71 6 +7 0 0.9943 0.9988 0 12.881 3.629 85 6 70 12 0.9897 0.9988 0 14.383 3.513 85 6 71 6 +8 0 0.9968 0.9988 0 12.77 3.559 85 6 109 14 0.9905 0.9988 0 14.203 3.518 85 6 71 6 +9 0 0.9955 0.9988 0 12.828 3.494 85 8 20 6 0.991 0.9988 0 14.066 3.515 85 8 71 6 +10 0 0.9955 0.9988 0 12.7 3.515 85 8 64 15 0.9914 0.9988 0 13.942 3.515 85 8 71 6 +11 0 0.9968 0.9988 0 12.331 3.38 85 8 26 8 0.9919 0.9988 0 13.807 3.504 85 8 71 6 +12 0 0.9968 0.9989 0 12.155 3.184 86 8 48 7 0.9922 0.9989 0 13.68 3.479 86 8 71 6 +13 0 0.9955 0.9989 0 12.174 3.291 86 8 48 11 0.9925 0.9989 0 13.573 3.466 86 8 71 6 +14 0 0.9968 0.9989 0 12.866 3.359 86 8 19 5 0.9928 0.9989 0 13.526 3.459 86 8 71 6 +15 0 0.9955 0.9989 0 13.422 3.36 86 8 62 7 0.9929 0.9989 0 13.519 3.453 86 8 71 6 +16 0 0.9968 0.9989 0 11.831 3.161 111 14 18 5 0.9932 0.9989 0 13.42 3.436 111 14 71 6 +17 0 0.9968 0.9989 0 12.098 3.049 111 14 25 8 0.9934 0.9989 0 13.346 3.414 111 14 71 6 +18 0 0.998 0.9989 0.9944 12.492 3.136 81 8 46 7 0.9936 0.9989 0 13.302 3.399 81 8 71 6 +19 0 0.998 0.9989 0.998 12.227 3.045 51 7 3 1 0.9938 0.9989 0 13.248 3.382 51 7 71 6 +20 0 0.9968 0.9989 0 12.529 3.229 63 7 12 5 0.994 0.9989 0 13.214 3.374 63 7 71 6 +21 0 0.998 0.9989 0.9979 12.311 3.169 110 11 5 2 0.9941 0.9989 0 13.173 3.365 110 11 71 6 +22 0 0.998 0.9989 0.9977 12.34 3.194 110 11 16 5 0.9943 0.9989 0 13.136 3.358 110 11 71 6 +23 0 0.9968 0.9989 0 11.891 3.092 110 11 16 5 0.9944 0.9989 0 13.084 3.347 110 11 71 6 +24 0 0.9968 0.9989 0 11.195 3.006 110 11 66 13 0.9945 0.9989 0 13.009 3.333 110 11 71 6 +25 0 0.998 0.9989 0.9978 10.64 2.876 110 11 3 1 0.9946 0.9989 0 12.918 3.315 110 11 71 6 +26 0 0.9955 0.9989 0 11.085 2.994 110 11 20 6 0.9947 0.9989 0 12.85 3.303 110 11 71 6 +27 0 0.998 0.9989 0.9944 11.12 3.038 110 11 21 6 0.9948 0.9989 0 12.788 3.294 110 11 71 6 +28 0 0.9968 0.9989 0 10.684 2.978 110 11 11 5 0.9949 0.9989 0 12.716 3.283 110 11 71 6 +29 0 0.998 0.9989 0.9973 10.801 3.03 110 11 10 5 0.995 0.9989 0 12.652 3.275 110 11 71 6 +30 0 0.998 0.9989 0.9978 9.899 2.888 110 11 28 9 0.9951 0.9989 0 12.563 3.262 110 11 71 6 +31 0 0.9968 0.9989 0 10.098 2.88 110 11 33 8 0.9951 0.9989 0 12.486 3.25 110 11 71 6 +32 0 0.998 0.9989 0.9974 8.408 2.663 110 11 13 4 0.9952 0.9989 0 12.362 3.232 110 11 71 6 +33 0 0.998 0.9989 0.9974 8.193 2.589 110 11 13 4 0.9953 0.9989 0 12.24 3.213 110 11 71 6 +34 0 0.998 0.9989 0.9978 7.822 2.534 110 11 17 7 0.9954 0.9989 0 12.113 3.194 110 11 71 6 +35 0 0.998 0.9989 0.9978 7.657 2.499 110 11 5 2 0.9954 0.9989 0 11.99 3.175 110 11 71 6 +36 0 0.9968 0.9989 0 7.223 2.326 110 11 19 6 0.9955 0.9989 0 11.861 3.152 110 11 71 6 +37 0 0.9968 0.9989 0 7.782 2.411 110 11 27 6 0.9955 0.9989 0 11.754 3.132 110 11 71 6 +38 0 0.998 0.9989 0.9974 7.741 2.404 110 11 8 3 0.9956 0.9989 0 11.651 3.114 110 11 71 6 +39 0 0.9968 0.9989 0 8.265 2.379 110 11 16 6 0.9956 0.9989 0 11.566 3.095 110 11 71 6 +40 0 0.998 0.9989 0.9953 8.662 2.405 110 11 15 5 0.9957 0.9989 0 11.495 3.078 110 11 71 6 +41 0 0.998 0.9989 0.9953 8.352 2.445 110 11 17 6 0.9957 0.9989 0 11.42 3.063 110 11 71 6 +42 0 0.998 0.9989 0.9978 8.207 2.4 110 11 5 2 0.9958 0.9989 0 11.346 3.048 110 11 71 6 +43 0 0.9968 0.9989 0 7.745 2.333 110 11 13 4 0.9958 0.9989 0 11.264 3.032 110 11 71 6 +44 0 0.9968 0.9989 0 8.008 2.41 110 11 12 5 0.9958 0.9989 0 11.191 3.018 110 11 71 6 +45 0 0.9968 0.9989 0 8.055 2.52 110 11 10 4 0.9958 0.9989 0 11.123 3.007 110 11 71 6 +46 0 0.9968 0.9989 0 7.185 2.264 110 11 16 7 0.9959 0.9989 0 11.039 2.991 110 11 71 6 +47 0 0.998 0.9989 0.998 7.381 2.186 110 11 2 1 0.9959 0.9989 0 10.963 2.974 110 11 71 6 +48 0 0.9968 0.9989 0 7.586 2.246 110 11 7 3 0.9959 0.9989 0 10.894 2.96 110 11 71 6 +49 0 0.9968 0.9989 0 8.296 2.449 110 11 5 2 0.9959 0.9989 0 10.842 2.949 110 11 71 6 +50 0 0.998 0.9989 0.9977 8.273 2.409 110 11 6 3 0.996 0.9989 0 10.792 2.939 110 11 71 6 diff --git a/Seminar/10gen/10_run_pyramid_6/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_6/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_6/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_6/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_6/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_6/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 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0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_7/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_7/aggregated_all.tsv new file mode 100644 index 0000000..141a450 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_7/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 94893763175 +Wall Time (ms): 4341 +CPU Cycles: 77593263971912157 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 323903488 +2 287 343396352 +3 493 351191040 +4 711 357744640 +5 938 366714880 +6 1132 375365632 +7 1329 382410752 +8 1516 389148672 +9 1686 393940992 +10 1828 398643200 +11 1938 402722816 +12 2182 286461952 +13 2289 289738752 +14 2373 293617664 +15 2463 296599552 +16 2553 299999232 +17 2640 304226304 +18 2717 307994624 +19 2797 313167872 +20 2871 316219392 +21 2935 319967232 +22 3063 228208640 +23 3117 232484864 +24 3167 235200512 +25 3218 237465600 +26 3268 240447488 +27 3318 242630656 +28 3369 244207616 +29 3419 245542912 +30 3467 247595008 +31 3507 250839040 +32 3585 151379968 +33 3622 151994368 +34 3662 152928256 +35 3697 154587136 +36 3732 155893760 +37 3772 157335552 +38 3809 158543872 +39 3844 160227328 +40 3877 161812480 +41 3908 161484800 +42 3991 106930176 +43 4023 108048384 +44 4053 109121536 +45 4082 109240320 +46 4110 109346816 +47 4142 110718976 +48 4172 111685632 +49 4195 112685056 +50 4222 113373184 +51 4248 114290688 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9489376317 +Wall Time (ms): 3179 +CPU Cycles: 7759326397191215 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32390348 +2 287 34339635 +3 493 35119104 +4 711 35774464 +5 938 36671488 +6 1132 37536563 +7 1329 38241075 +8 1516 38914867 +9 1686 39394099 +10 1828 39864320 +11 1938 40272281 +12 2182 40923136 +13 2289 41391250 +14 2373 41945380 +15 2463 42371364 +16 2553 42857033 +17 2640 43460900 +18 2717 43999232 +19 2797 44738267 +20 2871 45174198 +21 2935 45709604 +22 3063 45641728 +23 3117 46496972 +24 3167 47040102 +25 3218 47493120 +26 3268 48089497 +27 3318 48526131 +28 3369 48841523 +29 3419 49108582 +30 3467 49519001 +31 3507 50167808 +32 3585 50459989 +33 3622 50664789 +34 3662 50976085 +35 3697 51529045 +36 3732 51964586 +37 3772 52445184 +38 3809 52847957 +39 3844 53409109 +40 3877 53937493 +41 3908 53828266 +42 3991 53465088 +43 4023 54024192 +44 4053 54560768 +45 4082 54620160 +46 4110 54673408 +47 4142 55359488 +48 4172 55842816 +49 4195 56342528 +50 4222 56686592 +51 4248 57145344 +Hits Total +2143 2810 +Percent Hit: 76.2633% +Fitness +0.998679 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +865 262 1278 404 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96015 0.99835 0 17.3252 3.3239 34 4 44 5 0.96015 0.99835 0 17.3252 3.3239 34 4 44 5 +1 0 0.99236 0.9984 0 15.5591 3.3751 35 4 37 5 0.97625 0.9984 0 16.4422 3.3496 35 4 44 5 +2 0 0.99227 0.99845 0 14.9742 3.4424 30 4 39 6 0.98157 0.99845 0 15.9526 3.3804 30 4 44 5 +3 0 0.99239 0.99848 0.09978 14.1878 3.4328 33 4 45 7 0.98429 0.99848 0 15.5118 3.3935 33 4 44 5 +4 0 0.99249 0.99857 0.0998 13.8097 3.4488 29 4 33 5 0.98592 0.99857 0 15.1712 3.4046 29 4 44 5 +5 0 0.99364 0.99857 0 13.3004 3.451 28 4 42 7 0.98721 0.99857 0 14.8594 3.4123 28 4 44 5 +6 0 0.99276 0.99858 0 12.5664 3.4156 26 4 30 6 0.98801 0.99858 0 14.5318 3.4128 26 4 44 5 +7 0 0.99476 0.99861 0.09974 11.8055 3.3387 28 4 38 8 0.98885 0.99861 0 14.191 3.4036 28 4 44 5 +8 0 0.99527 0.99861 0.19786 11.265 3.2985 28 4 42 7 0.98958 0.99861 0 13.866 3.3917 28 4 44 5 +9 0 0.99527 0.99863 0.09977 10.6927 3.2186 30 4 31 7 0.99012 0.99863 0 13.5487 3.3745 30 4 44 5 +10 0 0.69723 0.69907 0.09978 6.8737 2.1653 16 3 15 4 0.69369 0.69907 0 9.182 2.3314 16 3 31 3 +11 0 0.69761 0.69907 0.29901 6.7457 2.1636 16 3 11 3 0.69402 0.69907 0 8.979 2.3172 16 3 31 3 +12 0 0.69744 0.69907 0.09964 6.4495 2.1039 20 3 17 4 0.69428 0.69907 0 8.7844 2.3011 20 3 31 3 +13 0 0.69732 0.69907 0.16644 6.1299 2.0402 20 3 20 5 0.6945 0.69907 0 8.5949 2.2824 20 3 31 3 +14 0 0.69823 0.69907 0.39864 5.9951 2.0048 20 4 19 4 0.69475 0.69907 0 8.4216 2.2639 20 4 31 3 +15 0 0.69761 0.69907 0.19947 5.7649 1.9483 20 3 11 4 0.69492 0.69907 0 8.2554 2.2441 20 3 31 3 +16 0 0.69786 0.69908 0.29729 5.5917 1.9362 16 3 16 4 0.6951 0.69908 0 8.0988 2.226 16 3 31 3 +17 0 0.69773 0.69909 0.19945 5.354 1.8705 17 3 17 4 0.69524 0.69909 0 7.9465 2.2063 17 3 31 3 +18 0 0.69812 0.6991 0.39899 5.2329 1.827 17 3 9 3 0.6954 0.6991 0 7.8035 2.1862 17 3 31 3 +19 0 0.69774 0.69911 0.09979 5.0324 1.7709 17 4 18 5 0.69551 0.69911 0 7.665 2.1655 17 4 31 3 +20 0 0.49889 0.49938 0.39897 3.2751 1.1789 14 3 7 3 0.4969 0.49938 0 5.346 1.5176 14 3 23 2 +21 0 0.49887 0.49938 0.39029 3.2364 1.1832 14 3 6 2 0.49698 0.49938 0 5.2499 1.5024 14 3 23 2 +22 0 0.4985 0.49938 0.29937 3.0848 1.124 14 3 5 1 0.49705 0.49938 0 5.156 1.4858 14 3 23 2 +23 0 0.49863 0.49938 0.19959 3.0464 1.1302 14 3 5 2 0.49712 0.49938 0 5.0679 1.4712 14 3 23 2 +24 0 0.49875 0.49938 0.29936 2.9918 1.1028 14 3 7 2 0.49718 0.49938 0 4.9849 1.4564 14 3 23 2 +25 0 0.49877 0.49939 0.29931 2.9539 1.1032 14 3 3 1 0.49724 0.49939 0 4.9068 1.4429 14 3 23 2 +26 0 0.49901 0.49939 0.49891 2.8462 1.0689 14 3 3 1 0.4973 0.49939 0 4.8305 1.429 14 3 23 2 +27 0 0.49888 0.49939 0.39911 2.7912 1.0473 14 3 4 1 0.49736 0.49939 0 4.7576 1.4153 14 3 23 2 +28 0 0.49901 0.49939 0.49887 2.7541 1.0358 14 3 4 1 0.49744 0.49939 0 4.6885 1.4022 14 3 23 2 +29 0 0.49901 0.49939 0.49882 2.733 1.0276 14 3 8 2 0.49749 0.49939 0 4.6234 1.3898 14 3 23 2 +30 0 0.2994 0.29965 0.29927 1.6758 0.6221 9 2 6 1 0.29856 0.29965 0 2.6922 0.8059 9 2 12 1 +31 0 0.29915 0.29965 0.19947 1.7252 0.6409 9 2 6 1 0.29857 0.29965 0 2.662 0.8008 9 2 12 1 +32 0 0.29915 0.29965 0.0998 1.7847 0.6519 8 2 4 1 0.2986 0.29965 0 2.6355 0.7963 8 2 12 1 +33 0 0.29927 0.29965 0.19943 1.712 0.6439 8 2 5 1 0.29861 0.29965 0 2.6083 0.7919 8 2 12 1 +34 0 0.29916 0.29965 0.09977 1.6568 0.618 8 2 3 1 0.29863 0.29965 0 2.5811 0.7869 8 2 12 1 +35 0 0.29902 0.29965 0 1.6401 0.6112 8 2 4 1 0.29863 0.29965 0 2.5549 0.7819 8 2 12 1 +36 0 0.29927 0.29965 0.19954 1.6939 0.6407 8 2 3 0 0.29866 0.29965 0 2.5317 0.7782 8 2 12 1 +37 0 0.29927 0.29965 0.19954 1.6104 0.6102 8 2 2 1 0.29868 0.29965 0 2.5075 0.7737 8 2 12 1 +38 0 0.29927 0.29965 0.19958 1.5397 0.5857 8 2 2 1 0.29869 0.29965 0 2.4825 0.7688 8 2 12 1 +39 0 0.29915 0.29965 0.19957 1.5396 0.5817 8 2 3 0 0.29869 0.29965 0 2.4591 0.7642 8 2 12 1 +40 0 0.19961 0.19978 0.19958 0.9486 0.3668 4 1 1 0 0.19916 0.19978 0 1.5331 0.4863 4 1 9 1 +41 0 0.19936 0.19978 0 0.9396 0.361 4 1 3 1 0.19916 0.19978 0 1.519 0.4833 4 1 9 1 +42 0 0.19948 0.19978 0.09968 0.8851 0.3432 4 1 2 0 0.19917 0.19978 0 1.5042 0.48 4 1 9 1 +43 0 0.19923 0.19978 0.0998 0.9236 0.3529 4 1 1 0 0.19917 0.19978 0 1.491 0.4772 4 1 9 1 +44 0 0.19948 0.19978 0.0998 0.9015 0.3466 4 1 1 0 0.19918 0.19978 0 1.4779 0.4743 4 1 9 1 +45 0 0.19961 0.19978 0.19941 0.8967 0.345 2 1 0 0 0.19919 0.19978 0 1.4653 0.4714 2 1 9 1 +46 0 0.19948 0.19978 0.0998 0.8843 0.3389 2 1 5 1 0.19919 0.19978 0 1.4529 0.4686 2 1 9 1 +47 0 0.19961 0.19978 0.19959 0.8827 0.3377 2 1 0 0 0.19921 0.19978 0 1.441 0.4659 2 1 9 1 +48 0 0.19948 0.19978 0.09977 0.8904 0.3456 2 1 1 0 0.19921 0.19978 0 1.4298 0.4635 2 1 9 1 +49 0 0.19961 0.19978 0.19959 0.8829 0.3369 2 1 0 0 0.19921 0.19978 0 1.4188 0.4609 2 1 9 1 +50 0 0.09981 0.09989 0.09978 0.4303 0.1709 1 0 1 0 0.09962 0.09989 0 0.7287 0.2345 1 0 4 0 diff --git a/Seminar/10gen/10_run_pyramid_7/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_7/aggregated_best_fitness.tsv new file mode 100644 index 0000000..834705e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_7/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13835847722 +Wall Time (ms): 4341 +CPU Cycles: 7759331387470691 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32079872 +2 264 33972224 +3 492 34947072 +4 706 35262464 +5 919 35885056 +6 1169 37081088 +7 1375 37548032 +8 1553 38125568 +9 1647 38285312 +10 1812 38592512 +11 1919 39157760 +12 2167 39591936 +13 2277 40243200 +14 2369 40673280 +15 2463 40914944 +16 2556 41291776 +17 2637 42307584 +18 2719 43175936 +19 2812 44003328 +20 2879 44380160 +21 2941 44986368 +22 3073 45109248 +23 3140 45993984 +24 3196 46858240 +25 3249 46833664 +26 3297 47599616 +27 3336 47816704 +28 3386 48140288 +29 3437 48836608 +30 3486 49344512 +31 3520 49508352 +32 3587 49606656 +33 3621 49807360 +34 3656 49872896 +35 3692 50917376 +36 3726 51507200 +37 3762 52228096 +38 3800 52416512 +39 3830 52936704 +40 3865 53329920 +41 3896 53170176 +42 3988 53202944 +43 4016 54046720 +44 4044 54140928 +45 4073 54423552 +46 4103 53903360 +47 4134 54599680 +48 4163 54906880 +49 4188 55713792 +50 4217 55549952 +51 4239 56131584 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13835847722 +Wall Time (ms): 4291 +CPU Cycles: 7759331387470691 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32079872 +2 264 33972224 +3 492 34947072 +4 706 35262464 +5 919 35885056 +6 1169 37081088 +7 1375 37548032 +8 1553 38125568 +9 1647 38285312 +10 1812 38592512 +11 1919 39157760 +12 2167 39591936 +13 2277 40243200 +14 2369 40673280 +15 2463 40914944 +16 2556 41291776 +17 2637 42307584 +18 2719 43175936 +19 2812 44003328 +20 2879 44380160 +21 2941 44986368 +22 3073 45109248 +23 3140 45993984 +24 3196 46858240 +25 3249 46833664 +26 3297 47599616 +27 3336 47816704 +28 3386 48140288 +29 3437 48836608 +30 3486 49344512 +31 3520 49508352 +32 3587 49606656 +33 3621 49807360 +34 3656 49872896 +35 3692 50917376 +36 3726 51507200 +37 3762 52228096 +38 3800 52416512 +39 3830 52936704 +40 3865 53329920 +41 3896 53170176 +42 3988 53202944 +43 4016 54046720 +44 4044 54140928 +45 4073 54423552 +46 4103 53903360 +47 4134 54599680 +48 4163 54906880 +49 4188 55713792 +50 4217 55549952 +51 4239 56131584 +Hits Total +2610 2810 +Percent Hit: 92.8826% +Fitness +0.998921 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +998 104 1612 96 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9706 0.9981 0 16.62 3.211 11 3 46 6 0.9706 0.9981 0 16.62 3.211 11 3 46 6 +1 0 0.9956 0.9982 0 14.852 3.169 6 3 74 6 0.9831 0.9982 0 15.736 3.19 6 3 46 6 +2 0 0.9956 0.9982 0 14.554 3.291 6 3 85 9 0.9872 0.9982 0 15.342 3.224 6 3 46 6 +3 0 0.9956 0.9982 0 14.049 3.284 6 3 15 4 0.9893 0.9982 0 15.019 3.239 6 3 46 6 +4 0 0.9893 0.9988 0 13.539 3.25 3 1 26 5 0.9893 0.9988 0 14.723 3.241 3 1 46 6 +5 0 0.9906 0.9988 0 12.195 3.069 3 1 43 10 0.9895 0.9988 0 14.301 3.212 3 1 46 6 +6 0 0.9943 0.9988 0 11.438 3.046 3 1 25 7 0.9902 0.9988 0 13.892 3.189 3 1 46 6 +7 0 0.9968 0.9988 0 10.334 2.901 3 1 29 10 0.991 0.9988 0 13.447 3.153 3 1 46 6 +8 0 0.9956 0.9988 0 9.07 2.7 3 1 17 5 0.9915 0.9988 0 12.961 3.102 3 1 46 6 +9 0 0.9981 0.9988 0.9977 8.524 2.631 3 1 4 2 0.9922 0.9988 0 12.517 3.055 3 1 46 6 +10 0 0.9968 0.9988 0 8.53 2.725 3 1 8 4 0.9926 0.9988 0 12.155 3.025 3 1 46 6 +11 0 0.9956 0.9988 0 8.711 2.821 3 1 17 5 0.9929 0.9988 0 11.868 3.008 3 1 46 6 +12 0 0.9968 0.9988 0 9.185 2.814 3 1 52 7 0.9932 0.9988 0 11.662 2.993 3 1 46 6 +13 0 0.9956 0.9988 0 8.481 2.712 3 1 8 5 0.9933 0.9988 0 11.434 2.973 3 1 46 6 +14 0 0.9968 0.9988 0 8.681 2.784 3 1 73 7 0.9936 0.9988 0 11.251 2.961 3 1 46 6 +15 0 0.9956 0.9988 0 7.879 2.625 3 1 21 8 0.9937 0.9988 0 11.04 2.94 3 1 46 6 +16 0 0.9968 0.9988 0 7.961 2.679 3 1 48 8 0.9939 0.9988 0 10.859 2.924 3 1 46 6 +17 0 0.9956 0.9989 0 7.803 2.615 12 4 52 8 0.994 0.9989 0 10.689 2.907 12 4 46 6 +18 0 0.9956 0.9989 0 7.499 2.545 12 4 14 6 0.9941 0.9989 0 10.521 2.888 12 4 46 6 +19 0 0.9968 0.9989 0 7.41 2.525 12 4 42 8 0.9942 0.9989 0 10.366 2.87 12 4 46 6 +20 0 0.9981 0.9989 0.9977 7.281 2.478 12 4 24 6 0.9944 0.9989 0 10.219 2.851 12 4 46 6 +21 0 0.998 0.9989 0.9091 7.418 2.574 12 4 25 6 0.9945 0.9989 0 10.091 2.839 12 4 46 6 +22 0 0.9943 0.9989 0 6.901 2.389 12 4 18 6 0.9945 0.9989 0 9.953 2.819 12 4 46 6 +23 0 0.9968 0.9989 0 6.364 2.316 12 4 12 5 0.9946 0.9989 0 9.803 2.798 12 4 46 6 +24 0 0.9968 0.9989 0 6.259 2.304 12 4 18 6 0.9947 0.9989 0 9.661 2.778 12 4 46 6 +25 0 0.9981 0.9989 0.9979 6.431 2.344 12 4 2 1 0.9948 0.9989 0 9.537 2.762 12 4 46 6 +26 0 0.9981 0.9989 0.9979 5.8 2.194 12 4 3 1 0.995 0.9989 0 9.399 2.741 12 4 46 6 +27 0 0.9981 0.9989 0.9979 5.652 2.134 12 4 13 5 0.9951 0.9989 0 9.265 2.719 12 4 46 6 +28 0 0.9981 0.9989 0.9977 5.48 2.06 12 4 4 2 0.9952 0.9989 0 9.134 2.696 12 4 46 6 +29 0 0.9981 0.9989 0.9979 5.543 2.095 12 4 8 4 0.9953 0.9989 0 9.015 2.676 12 4 46 6 +30 0 0.9981 0.9989 0.9979 5.655 2.154 12 4 15 5 0.9954 0.9989 0 8.906 2.659 12 4 46 6 +31 0 0.9981 0.9989 0.9979 5.694 2.152 12 4 3 1 0.9954 0.9989 0 8.806 2.643 12 4 46 6 +32 0 0.9968 0.9989 0 5.474 2.06 12 4 7 3 0.9955 0.9989 0 8.705 2.626 12 4 46 6 +33 0 0.9968 0.9989 0 5.4 2.076 12 4 17 5 0.9955 0.9989 0 8.608 2.61 12 4 46 6 +34 0 0.9981 0.9989 0.9977 5.041 1.925 12 4 4 2 0.9956 0.9989 0 8.506 2.59 12 4 46 6 +35 0 0.9968 0.9989 0 4.92 1.91 12 4 7 3 0.9956 0.9989 0 8.406 2.571 12 4 46 6 +36 0 0.9981 0.9989 0.9974 5.093 1.994 12 4 9 3 0.9957 0.9989 0 8.317 2.556 12 4 46 6 +37 0 0.9981 0.9989 0.9974 4.864 1.901 12 4 3 1 0.9958 0.9989 0 8.226 2.538 12 4 46 6 +38 0 0.9968 0.9989 0 4.736 1.83 12 4 21 9 0.9958 0.9989 0 8.136 2.52 12 4 46 6 +39 0 0.9981 0.9989 0.9979 4.689 1.836 12 4 4 2 0.9958 0.9989 0 8.05 2.503 12 4 46 6 +40 0 0.9981 0.9989 0.9978 4.664 1.827 12 4 10 4 0.9959 0.9989 0 7.968 2.487 12 4 46 6 +41 0 0.9968 0.9989 0 4.622 1.82 12 4 14 7 0.9959 0.9989 0 7.888 2.471 12 4 46 6 +42 0 0.9981 0.9989 0.9968 4.661 1.816 12 4 9 4 0.996 0.9989 0 7.813 2.455 12 4 46 6 +43 0 0.9943 0.9989 0 4.801 1.84 12 4 7 3 0.9959 0.9989 0 7.744 2.442 12 4 46 6 +44 0 0.9968 0.9989 0 4.661 1.839 12 4 14 5 0.996 0.9989 0 7.676 2.428 12 4 46 6 +45 0 0.9981 0.9989 0.9961 4.688 1.836 12 4 4 2 0.996 0.9989 0 7.611 2.415 12 4 46 6 +46 0 0.9968 0.9989 0 4.459 1.745 12 4 41 9 0.996 0.9989 0 7.544 2.401 12 4 46 6 +47 0 0.9981 0.9989 0.9979 4.281 1.688 12 4 8 4 0.9961 0.9989 0 7.476 2.386 12 4 46 6 +48 0 0.9968 0.9989 0 4.263 1.686 12 4 10 4 0.9961 0.9989 0 7.41 2.372 12 4 46 6 +49 0 0.9981 0.9989 0.9979 4.214 1.641 12 4 2 1 0.9961 0.9989 0 7.346 2.357 12 4 46 6 +50 0 0.9981 0.9989 0.9978 4.303 1.709 12 4 15 5 0.9962 0.9989 0 7.287 2.345 12 4 46 6 diff --git a/Seminar/10gen/10_run_pyramid_7/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_7/aggregated_best_generations.tsv new file mode 100644 index 0000000..834705e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_7/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13835847722 +Wall Time (ms): 4341 +CPU Cycles: 7759331387470691 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32079872 +2 264 33972224 +3 492 34947072 +4 706 35262464 +5 919 35885056 +6 1169 37081088 +7 1375 37548032 +8 1553 38125568 +9 1647 38285312 +10 1812 38592512 +11 1919 39157760 +12 2167 39591936 +13 2277 40243200 +14 2369 40673280 +15 2463 40914944 +16 2556 41291776 +17 2637 42307584 +18 2719 43175936 +19 2812 44003328 +20 2879 44380160 +21 2941 44986368 +22 3073 45109248 +23 3140 45993984 +24 3196 46858240 +25 3249 46833664 +26 3297 47599616 +27 3336 47816704 +28 3386 48140288 +29 3437 48836608 +30 3486 49344512 +31 3520 49508352 +32 3587 49606656 +33 3621 49807360 +34 3656 49872896 +35 3692 50917376 +36 3726 51507200 +37 3762 52228096 +38 3800 52416512 +39 3830 52936704 +40 3865 53329920 +41 3896 53170176 +42 3988 53202944 +43 4016 54046720 +44 4044 54140928 +45 4073 54423552 +46 4103 53903360 +47 4134 54599680 +48 4163 54906880 +49 4188 55713792 +50 4217 55549952 +51 4239 56131584 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13835847722 +Wall Time (ms): 4291 +CPU Cycles: 7759331387470691 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32079872 +2 264 33972224 +3 492 34947072 +4 706 35262464 +5 919 35885056 +6 1169 37081088 +7 1375 37548032 +8 1553 38125568 +9 1647 38285312 +10 1812 38592512 +11 1919 39157760 +12 2167 39591936 +13 2277 40243200 +14 2369 40673280 +15 2463 40914944 +16 2556 41291776 +17 2637 42307584 +18 2719 43175936 +19 2812 44003328 +20 2879 44380160 +21 2941 44986368 +22 3073 45109248 +23 3140 45993984 +24 3196 46858240 +25 3249 46833664 +26 3297 47599616 +27 3336 47816704 +28 3386 48140288 +29 3437 48836608 +30 3486 49344512 +31 3520 49508352 +32 3587 49606656 +33 3621 49807360 +34 3656 49872896 +35 3692 50917376 +36 3726 51507200 +37 3762 52228096 +38 3800 52416512 +39 3830 52936704 +40 3865 53329920 +41 3896 53170176 +42 3988 53202944 +43 4016 54046720 +44 4044 54140928 +45 4073 54423552 +46 4103 53903360 +47 4134 54599680 +48 4163 54906880 +49 4188 55713792 +50 4217 55549952 +51 4239 56131584 +Hits Total +2610 2810 +Percent Hit: 92.8826% +Fitness +0.998921 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +998 104 1612 96 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9706 0.9981 0 16.62 3.211 11 3 46 6 0.9706 0.9981 0 16.62 3.211 11 3 46 6 +1 0 0.9956 0.9982 0 14.852 3.169 6 3 74 6 0.9831 0.9982 0 15.736 3.19 6 3 46 6 +2 0 0.9956 0.9982 0 14.554 3.291 6 3 85 9 0.9872 0.9982 0 15.342 3.224 6 3 46 6 +3 0 0.9956 0.9982 0 14.049 3.284 6 3 15 4 0.9893 0.9982 0 15.019 3.239 6 3 46 6 +4 0 0.9893 0.9988 0 13.539 3.25 3 1 26 5 0.9893 0.9988 0 14.723 3.241 3 1 46 6 +5 0 0.9906 0.9988 0 12.195 3.069 3 1 43 10 0.9895 0.9988 0 14.301 3.212 3 1 46 6 +6 0 0.9943 0.9988 0 11.438 3.046 3 1 25 7 0.9902 0.9988 0 13.892 3.189 3 1 46 6 +7 0 0.9968 0.9988 0 10.334 2.901 3 1 29 10 0.991 0.9988 0 13.447 3.153 3 1 46 6 +8 0 0.9956 0.9988 0 9.07 2.7 3 1 17 5 0.9915 0.9988 0 12.961 3.102 3 1 46 6 +9 0 0.9981 0.9988 0.9977 8.524 2.631 3 1 4 2 0.9922 0.9988 0 12.517 3.055 3 1 46 6 +10 0 0.9968 0.9988 0 8.53 2.725 3 1 8 4 0.9926 0.9988 0 12.155 3.025 3 1 46 6 +11 0 0.9956 0.9988 0 8.711 2.821 3 1 17 5 0.9929 0.9988 0 11.868 3.008 3 1 46 6 +12 0 0.9968 0.9988 0 9.185 2.814 3 1 52 7 0.9932 0.9988 0 11.662 2.993 3 1 46 6 +13 0 0.9956 0.9988 0 8.481 2.712 3 1 8 5 0.9933 0.9988 0 11.434 2.973 3 1 46 6 +14 0 0.9968 0.9988 0 8.681 2.784 3 1 73 7 0.9936 0.9988 0 11.251 2.961 3 1 46 6 +15 0 0.9956 0.9988 0 7.879 2.625 3 1 21 8 0.9937 0.9988 0 11.04 2.94 3 1 46 6 +16 0 0.9968 0.9988 0 7.961 2.679 3 1 48 8 0.9939 0.9988 0 10.859 2.924 3 1 46 6 +17 0 0.9956 0.9989 0 7.803 2.615 12 4 52 8 0.994 0.9989 0 10.689 2.907 12 4 46 6 +18 0 0.9956 0.9989 0 7.499 2.545 12 4 14 6 0.9941 0.9989 0 10.521 2.888 12 4 46 6 +19 0 0.9968 0.9989 0 7.41 2.525 12 4 42 8 0.9942 0.9989 0 10.366 2.87 12 4 46 6 +20 0 0.9981 0.9989 0.9977 7.281 2.478 12 4 24 6 0.9944 0.9989 0 10.219 2.851 12 4 46 6 +21 0 0.998 0.9989 0.9091 7.418 2.574 12 4 25 6 0.9945 0.9989 0 10.091 2.839 12 4 46 6 +22 0 0.9943 0.9989 0 6.901 2.389 12 4 18 6 0.9945 0.9989 0 9.953 2.819 12 4 46 6 +23 0 0.9968 0.9989 0 6.364 2.316 12 4 12 5 0.9946 0.9989 0 9.803 2.798 12 4 46 6 +24 0 0.9968 0.9989 0 6.259 2.304 12 4 18 6 0.9947 0.9989 0 9.661 2.778 12 4 46 6 +25 0 0.9981 0.9989 0.9979 6.431 2.344 12 4 2 1 0.9948 0.9989 0 9.537 2.762 12 4 46 6 +26 0 0.9981 0.9989 0.9979 5.8 2.194 12 4 3 1 0.995 0.9989 0 9.399 2.741 12 4 46 6 +27 0 0.9981 0.9989 0.9979 5.652 2.134 12 4 13 5 0.9951 0.9989 0 9.265 2.719 12 4 46 6 +28 0 0.9981 0.9989 0.9977 5.48 2.06 12 4 4 2 0.9952 0.9989 0 9.134 2.696 12 4 46 6 +29 0 0.9981 0.9989 0.9979 5.543 2.095 12 4 8 4 0.9953 0.9989 0 9.015 2.676 12 4 46 6 +30 0 0.9981 0.9989 0.9979 5.655 2.154 12 4 15 5 0.9954 0.9989 0 8.906 2.659 12 4 46 6 +31 0 0.9981 0.9989 0.9979 5.694 2.152 12 4 3 1 0.9954 0.9989 0 8.806 2.643 12 4 46 6 +32 0 0.9968 0.9989 0 5.474 2.06 12 4 7 3 0.9955 0.9989 0 8.705 2.626 12 4 46 6 +33 0 0.9968 0.9989 0 5.4 2.076 12 4 17 5 0.9955 0.9989 0 8.608 2.61 12 4 46 6 +34 0 0.9981 0.9989 0.9977 5.041 1.925 12 4 4 2 0.9956 0.9989 0 8.506 2.59 12 4 46 6 +35 0 0.9968 0.9989 0 4.92 1.91 12 4 7 3 0.9956 0.9989 0 8.406 2.571 12 4 46 6 +36 0 0.9981 0.9989 0.9974 5.093 1.994 12 4 9 3 0.9957 0.9989 0 8.317 2.556 12 4 46 6 +37 0 0.9981 0.9989 0.9974 4.864 1.901 12 4 3 1 0.9958 0.9989 0 8.226 2.538 12 4 46 6 +38 0 0.9968 0.9989 0 4.736 1.83 12 4 21 9 0.9958 0.9989 0 8.136 2.52 12 4 46 6 +39 0 0.9981 0.9989 0.9979 4.689 1.836 12 4 4 2 0.9958 0.9989 0 8.05 2.503 12 4 46 6 +40 0 0.9981 0.9989 0.9978 4.664 1.827 12 4 10 4 0.9959 0.9989 0 7.968 2.487 12 4 46 6 +41 0 0.9968 0.9989 0 4.622 1.82 12 4 14 7 0.9959 0.9989 0 7.888 2.471 12 4 46 6 +42 0 0.9981 0.9989 0.9968 4.661 1.816 12 4 9 4 0.996 0.9989 0 7.813 2.455 12 4 46 6 +43 0 0.9943 0.9989 0 4.801 1.84 12 4 7 3 0.9959 0.9989 0 7.744 2.442 12 4 46 6 +44 0 0.9968 0.9989 0 4.661 1.839 12 4 14 5 0.996 0.9989 0 7.676 2.428 12 4 46 6 +45 0 0.9981 0.9989 0.9961 4.688 1.836 12 4 4 2 0.996 0.9989 0 7.611 2.415 12 4 46 6 +46 0 0.9968 0.9989 0 4.459 1.745 12 4 41 9 0.996 0.9989 0 7.544 2.401 12 4 46 6 +47 0 0.9981 0.9989 0.9979 4.281 1.688 12 4 8 4 0.9961 0.9989 0 7.476 2.386 12 4 46 6 +48 0 0.9968 0.9989 0 4.263 1.686 12 4 10 4 0.9961 0.9989 0 7.41 2.372 12 4 46 6 +49 0 0.9981 0.9989 0.9979 4.214 1.641 12 4 2 1 0.9961 0.9989 0 7.346 2.357 12 4 46 6 +50 0 0.9981 0.9989 0.9978 4.303 1.709 12 4 15 5 0.9962 0.9989 0 7.287 2.345 12 4 46 6 diff --git a/Seminar/10gen/10_run_pyramid_7/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_7/aggregated_best_hits.tsv new file mode 100644 index 0000000..834705e --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_7/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13835847722 +Wall Time (ms): 4341 +CPU Cycles: 7759331387470691 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32079872 +2 264 33972224 +3 492 34947072 +4 706 35262464 +5 919 35885056 +6 1169 37081088 +7 1375 37548032 +8 1553 38125568 +9 1647 38285312 +10 1812 38592512 +11 1919 39157760 +12 2167 39591936 +13 2277 40243200 +14 2369 40673280 +15 2463 40914944 +16 2556 41291776 +17 2637 42307584 +18 2719 43175936 +19 2812 44003328 +20 2879 44380160 +21 2941 44986368 +22 3073 45109248 +23 3140 45993984 +24 3196 46858240 +25 3249 46833664 +26 3297 47599616 +27 3336 47816704 +28 3386 48140288 +29 3437 48836608 +30 3486 49344512 +31 3520 49508352 +32 3587 49606656 +33 3621 49807360 +34 3656 49872896 +35 3692 50917376 +36 3726 51507200 +37 3762 52228096 +38 3800 52416512 +39 3830 52936704 +40 3865 53329920 +41 3896 53170176 +42 3988 53202944 +43 4016 54046720 +44 4044 54140928 +45 4073 54423552 +46 4103 53903360 +47 4134 54599680 +48 4163 54906880 +49 4188 55713792 +50 4217 55549952 +51 4239 56131584 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13835847722 +Wall Time (ms): 4291 +CPU Cycles: 7759331387470691 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32079872 +2 264 33972224 +3 492 34947072 +4 706 35262464 +5 919 35885056 +6 1169 37081088 +7 1375 37548032 +8 1553 38125568 +9 1647 38285312 +10 1812 38592512 +11 1919 39157760 +12 2167 39591936 +13 2277 40243200 +14 2369 40673280 +15 2463 40914944 +16 2556 41291776 +17 2637 42307584 +18 2719 43175936 +19 2812 44003328 +20 2879 44380160 +21 2941 44986368 +22 3073 45109248 +23 3140 45993984 +24 3196 46858240 +25 3249 46833664 +26 3297 47599616 +27 3336 47816704 +28 3386 48140288 +29 3437 48836608 +30 3486 49344512 +31 3520 49508352 +32 3587 49606656 +33 3621 49807360 +34 3656 49872896 +35 3692 50917376 +36 3726 51507200 +37 3762 52228096 +38 3800 52416512 +39 3830 52936704 +40 3865 53329920 +41 3896 53170176 +42 3988 53202944 +43 4016 54046720 +44 4044 54140928 +45 4073 54423552 +46 4103 53903360 +47 4134 54599680 +48 4163 54906880 +49 4188 55713792 +50 4217 55549952 +51 4239 56131584 +Hits Total +2610 2810 +Percent Hit: 92.8826% +Fitness +0.998921 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +998 104 1612 96 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9706 0.9981 0 16.62 3.211 11 3 46 6 0.9706 0.9981 0 16.62 3.211 11 3 46 6 +1 0 0.9956 0.9982 0 14.852 3.169 6 3 74 6 0.9831 0.9982 0 15.736 3.19 6 3 46 6 +2 0 0.9956 0.9982 0 14.554 3.291 6 3 85 9 0.9872 0.9982 0 15.342 3.224 6 3 46 6 +3 0 0.9956 0.9982 0 14.049 3.284 6 3 15 4 0.9893 0.9982 0 15.019 3.239 6 3 46 6 +4 0 0.9893 0.9988 0 13.539 3.25 3 1 26 5 0.9893 0.9988 0 14.723 3.241 3 1 46 6 +5 0 0.9906 0.9988 0 12.195 3.069 3 1 43 10 0.9895 0.9988 0 14.301 3.212 3 1 46 6 +6 0 0.9943 0.9988 0 11.438 3.046 3 1 25 7 0.9902 0.9988 0 13.892 3.189 3 1 46 6 +7 0 0.9968 0.9988 0 10.334 2.901 3 1 29 10 0.991 0.9988 0 13.447 3.153 3 1 46 6 +8 0 0.9956 0.9988 0 9.07 2.7 3 1 17 5 0.9915 0.9988 0 12.961 3.102 3 1 46 6 +9 0 0.9981 0.9988 0.9977 8.524 2.631 3 1 4 2 0.9922 0.9988 0 12.517 3.055 3 1 46 6 +10 0 0.9968 0.9988 0 8.53 2.725 3 1 8 4 0.9926 0.9988 0 12.155 3.025 3 1 46 6 +11 0 0.9956 0.9988 0 8.711 2.821 3 1 17 5 0.9929 0.9988 0 11.868 3.008 3 1 46 6 +12 0 0.9968 0.9988 0 9.185 2.814 3 1 52 7 0.9932 0.9988 0 11.662 2.993 3 1 46 6 +13 0 0.9956 0.9988 0 8.481 2.712 3 1 8 5 0.9933 0.9988 0 11.434 2.973 3 1 46 6 +14 0 0.9968 0.9988 0 8.681 2.784 3 1 73 7 0.9936 0.9988 0 11.251 2.961 3 1 46 6 +15 0 0.9956 0.9988 0 7.879 2.625 3 1 21 8 0.9937 0.9988 0 11.04 2.94 3 1 46 6 +16 0 0.9968 0.9988 0 7.961 2.679 3 1 48 8 0.9939 0.9988 0 10.859 2.924 3 1 46 6 +17 0 0.9956 0.9989 0 7.803 2.615 12 4 52 8 0.994 0.9989 0 10.689 2.907 12 4 46 6 +18 0 0.9956 0.9989 0 7.499 2.545 12 4 14 6 0.9941 0.9989 0 10.521 2.888 12 4 46 6 +19 0 0.9968 0.9989 0 7.41 2.525 12 4 42 8 0.9942 0.9989 0 10.366 2.87 12 4 46 6 +20 0 0.9981 0.9989 0.9977 7.281 2.478 12 4 24 6 0.9944 0.9989 0 10.219 2.851 12 4 46 6 +21 0 0.998 0.9989 0.9091 7.418 2.574 12 4 25 6 0.9945 0.9989 0 10.091 2.839 12 4 46 6 +22 0 0.9943 0.9989 0 6.901 2.389 12 4 18 6 0.9945 0.9989 0 9.953 2.819 12 4 46 6 +23 0 0.9968 0.9989 0 6.364 2.316 12 4 12 5 0.9946 0.9989 0 9.803 2.798 12 4 46 6 +24 0 0.9968 0.9989 0 6.259 2.304 12 4 18 6 0.9947 0.9989 0 9.661 2.778 12 4 46 6 +25 0 0.9981 0.9989 0.9979 6.431 2.344 12 4 2 1 0.9948 0.9989 0 9.537 2.762 12 4 46 6 +26 0 0.9981 0.9989 0.9979 5.8 2.194 12 4 3 1 0.995 0.9989 0 9.399 2.741 12 4 46 6 +27 0 0.9981 0.9989 0.9979 5.652 2.134 12 4 13 5 0.9951 0.9989 0 9.265 2.719 12 4 46 6 +28 0 0.9981 0.9989 0.9977 5.48 2.06 12 4 4 2 0.9952 0.9989 0 9.134 2.696 12 4 46 6 +29 0 0.9981 0.9989 0.9979 5.543 2.095 12 4 8 4 0.9953 0.9989 0 9.015 2.676 12 4 46 6 +30 0 0.9981 0.9989 0.9979 5.655 2.154 12 4 15 5 0.9954 0.9989 0 8.906 2.659 12 4 46 6 +31 0 0.9981 0.9989 0.9979 5.694 2.152 12 4 3 1 0.9954 0.9989 0 8.806 2.643 12 4 46 6 +32 0 0.9968 0.9989 0 5.474 2.06 12 4 7 3 0.9955 0.9989 0 8.705 2.626 12 4 46 6 +33 0 0.9968 0.9989 0 5.4 2.076 12 4 17 5 0.9955 0.9989 0 8.608 2.61 12 4 46 6 +34 0 0.9981 0.9989 0.9977 5.041 1.925 12 4 4 2 0.9956 0.9989 0 8.506 2.59 12 4 46 6 +35 0 0.9968 0.9989 0 4.92 1.91 12 4 7 3 0.9956 0.9989 0 8.406 2.571 12 4 46 6 +36 0 0.9981 0.9989 0.9974 5.093 1.994 12 4 9 3 0.9957 0.9989 0 8.317 2.556 12 4 46 6 +37 0 0.9981 0.9989 0.9974 4.864 1.901 12 4 3 1 0.9958 0.9989 0 8.226 2.538 12 4 46 6 +38 0 0.9968 0.9989 0 4.736 1.83 12 4 21 9 0.9958 0.9989 0 8.136 2.52 12 4 46 6 +39 0 0.9981 0.9989 0.9979 4.689 1.836 12 4 4 2 0.9958 0.9989 0 8.05 2.503 12 4 46 6 +40 0 0.9981 0.9989 0.9978 4.664 1.827 12 4 10 4 0.9959 0.9989 0 7.968 2.487 12 4 46 6 +41 0 0.9968 0.9989 0 4.622 1.82 12 4 14 7 0.9959 0.9989 0 7.888 2.471 12 4 46 6 +42 0 0.9981 0.9989 0.9968 4.661 1.816 12 4 9 4 0.996 0.9989 0 7.813 2.455 12 4 46 6 +43 0 0.9943 0.9989 0 4.801 1.84 12 4 7 3 0.9959 0.9989 0 7.744 2.442 12 4 46 6 +44 0 0.9968 0.9989 0 4.661 1.839 12 4 14 5 0.996 0.9989 0 7.676 2.428 12 4 46 6 +45 0 0.9981 0.9989 0.9961 4.688 1.836 12 4 4 2 0.996 0.9989 0 7.611 2.415 12 4 46 6 +46 0 0.9968 0.9989 0 4.459 1.745 12 4 41 9 0.996 0.9989 0 7.544 2.401 12 4 46 6 +47 0 0.9981 0.9989 0.9979 4.281 1.688 12 4 8 4 0.9961 0.9989 0 7.476 2.386 12 4 46 6 +48 0 0.9968 0.9989 0 4.263 1.686 12 4 10 4 0.9961 0.9989 0 7.41 2.372 12 4 46 6 +49 0 0.9981 0.9989 0.9979 4.214 1.641 12 4 2 1 0.9961 0.9989 0 7.346 2.357 12 4 46 6 +50 0 0.9981 0.9989 0.9978 4.303 1.709 12 4 15 5 0.9962 0.9989 0 7.287 2.345 12 4 46 6 diff --git a/Seminar/10gen/10_run_pyramid_7/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_7/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_7/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_7/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_7/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_7/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/10_run_pyramid_8/aggregated.tsv b/Seminar/10gen/10_run_pyramid_8/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_8/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_8/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_8/aggregated_all.tsv new file mode 100644 index 0000000..ab4f73f --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_8/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 94440334074 +Wall Time (ms): 4624 +CPU Cycles: 77593621758460887 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 324472832 +2 289 342908928 +3 524 351125504 +4 763 358256640 +5 971 365903872 +6 1196 371716096 +7 1409 379637760 +8 1613 386134016 +9 1789 391069696 +10 1942 396406784 +11 2045 403537920 +12 2311 285200384 +13 2430 289591296 +14 2528 292802560 +15 2630 295645184 +16 2729 299696128 +17 2823 303104000 +18 2914 306032640 +19 2997 310079488 +20 3087 314572800 +21 3154 319127552 +22 3283 229175296 +23 3345 232103936 +24 3401 235638784 +25 3460 236036096 +26 3515 238882816 +27 3568 240787456 +28 3619 242651136 +29 3668 245874688 +30 3721 247750656 +31 3761 250195968 +32 3836 151060480 +33 3873 151748608 +34 3907 152436736 +35 3942 154095616 +36 3976 155439104 +37 4006 155287552 +38 4040 156512256 +39 4077 158650368 +40 4113 158928896 +41 4147 160514048 +42 4216 108523520 +43 4246 109391872 +44 4281 111042560 +45 4316 112189440 +46 4349 111947776 +47 4385 112058368 +48 4415 113545216 +49 4447 115060736 +50 4484 115879936 +51 4518 115421184 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9444033407 +Wall Time (ms): 3384 +CPU Cycles: 7759362175846088 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 32447283 +2 289 34290892 +3 524 35112550 +4 763 35825664 +5 971 36590387 +6 1196 37171609 +7 1409 37963776 +8 1613 38613401 +9 1789 39106969 +10 1942 39640678 +11 2045 40353792 +12 2311 40742912 +13 2430 41370185 +14 2528 41828937 +15 2630 42235026 +16 2729 42813732 +17 2823 43300571 +18 2914 43718948 +19 2997 44297069 +20 3087 44938971 +21 3154 45589650 +22 3283 45835059 +23 3345 46420787 +24 3401 47127756 +25 3460 47207219 +26 3515 47776563 +27 3568 48157491 +28 3619 48530227 +29 3668 49174937 +30 3721 49550131 +31 3761 50039193 +32 3836 50353493 +33 3873 50582869 +34 3907 50812245 +35 3942 51365205 +36 3976 51813034 +37 4006 51762517 +38 4040 52170752 +39 4077 52883456 +40 4113 52976298 +41 4147 53504682 +42 4216 54261760 +43 4246 54695936 +44 4281 55521280 +45 4316 56094720 +46 4349 55973888 +47 4385 56029184 +48 4415 56772608 +49 4447 57530368 +50 4484 57939968 +51 4518 57710592 +Hits Total +2011 2810 +Percent Hit: 71.5658% +Fitness +0.998626 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +959 166 1051 632 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.95582 0.99826 0 17.542 3.3401 26 3 40 5 0.95582 0.99826 0 17.542 3.3401 26 3 40 5 +1 0 0.99087 0.99842 0 15.4522 3.3951 25 4 46 6 0.97334 0.99842 0 16.4972 3.3676 25 4 40 5 +2 0 0.99126 0.99848 0 14.8939 3.4696 24 4 34 6 0.97932 0.99848 0 15.9629 3.4014 24 4 40 5 +3 0 0.99402 0.99851 0 14.4013 3.5134 27 4 37 6 0.98299 0.99851 0 15.5724 3.4295 27 4 40 5 +4 0 0.99325 0.99852 0 13.8331 3.5004 27 4 37 7 0.98504 0.99852 0 15.2245 3.4437 27 4 40 5 +5 0 0.99377 0.99853 0 13.2581 3.4598 21 4 31 7 0.98651 0.99853 0 14.8969 3.4465 21 4 40 5 +6 0 0.99375 0.99856 0.09977 12.6387 3.4057 22 3 35 6 0.98754 0.99856 0 14.5743 3.4407 22 3 40 5 +7 0 0.99527 0.99859 0.19948 12.0011 3.3476 21 3 40 8 0.98852 0.99859 0 14.2527 3.4291 21 3 40 5 +8 0 0.99538 0.9986 0.09979 11.3564 3.2809 20 3 41 7 0.98928 0.9986 0 13.9309 3.4124 20 3 40 5 +9 0 0.9949 0.9986 0.09979 10.8227 3.2465 21 3 26 6 0.98982 0.9986 0 13.6199 3.3958 21 3 40 5 +10 0 0.69738 0.69911 0.09978 7.2844 2.2299 17 2 21 5 0.69334 0.69911 0 9.4099 2.3662 17 2 24 3 +11 0 0.69662 0.69911 0 7.0058 2.1818 17 2 22 5 0.69361 0.69911 0 9.2095 2.3507 17 2 24 3 +12 0 0.69699 0.69911 0.09972 6.6579 2.1187 17 2 12 4 0.69388 0.69911 0 9.0132 2.333 17 2 24 3 +13 0 0.69749 0.69912 0.19935 6.39 2.068 18 3 21 4 0.69413 0.69912 0 8.8259 2.3139 18 3 24 3 +14 0 0.69724 0.69912 0.19933 6.056 2.0021 18 3 19 4 0.69436 0.69912 0 8.6412 2.2931 18 3 24 3 +15 0 0.69761 0.69912 0.09978 5.7804 1.9565 13 2 10 3 0.69454 0.69912 0 8.4624 2.2722 13 2 24 3 +16 0 0.69798 0.69912 0.29918 5.6916 1.9395 13 2 10 3 0.69475 0.69912 0 8.2994 2.2525 13 2 24 3 +17 0 0.69811 0.69912 0.3991 5.319 1.8368 13 2 12 3 0.69495 0.69912 0 8.1337 2.2294 13 2 24 3 +18 0 0.69786 0.69913 0.29903 5.0693 1.7716 12 2 10 3 0.69509 0.69913 0 7.9726 2.2053 12 2 24 3 +19 0 0.69747 0.69913 0.19907 4.9537 1.7354 12 2 18 4 0.69521 0.69913 0 7.8216 2.1818 12 2 24 3 +20 0 0.49801 0.49939 0 3.6058 1.247 10 1 14 3 0.49674 0.49939 0 5.5093 1.5457 10 1 17 2 +21 0 0.498 0.49939 0 3.4526 1.2212 10 1 9 3 0.4968 0.49939 0 5.4159 1.5308 10 1 17 2 +22 0 0.49801 0.49939 0.09958 3.3753 1.1992 10 1 14 3 0.49686 0.49939 0 5.3272 1.5164 10 1 17 2 +23 0 0.49789 0.49939 0 3.2566 1.1658 10 1 12 4 0.49688 0.49939 0 5.2408 1.5018 10 1 17 2 +24 0 0.49876 0.49939 0.39903 3.1362 1.1164 10 1 7 2 0.49697 0.49939 0 5.1568 1.4864 10 1 17 2 +25 0 0.49889 0.49939 0.39891 3.0006 1.0863 10 1 7 2 0.49704 0.49939 0 5.0738 1.4711 10 1 17 2 +26 0 0.49901 0.49939 0.49887 2.8756 1.0575 10 1 5 1 0.49711 0.49939 0 4.9923 1.4557 10 1 17 2 +27 0 0.49889 0.49939 0.3991 2.7028 1.0042 10 1 8 3 0.49717 0.49939 0 4.9107 1.4395 10 1 17 2 +28 0 0.4989 0.49939 0.39908 2.7428 1.0098 10 1 4 2 0.49724 0.49939 0 4.8359 1.4246 10 1 17 2 +29 0 0.49864 0.49939 0.29938 2.6404 0.9704 10 1 9 2 0.49728 0.49939 0 4.7627 1.4095 10 1 17 2 +30 0 0.29929 0.29965 0.19956 1.4277 0.5482 4 0 2 1 0.29838 0.29965 0 2.8548 0.8492 4 0 11 1 +31 0 0.29928 0.29965 0.19958 1.4391 0.5543 4 0 2 0 0.2984 0.29965 0 2.8105 0.84 4 0 11 1 +32 0 0.29941 0.29965 0.29936 1.4642 0.5614 4 0 4 1 0.29843 0.29965 0 2.7698 0.8315 4 0 11 1 +33 0 0.29917 0.29965 0.19957 1.4808 0.5721 4 0 4 1 0.29846 0.29965 0 2.7318 0.8239 4 0 11 1 +34 0 0.29917 0.29965 0.09979 1.4766 0.5701 4 0 5 2 0.29848 0.29965 0 2.696 0.8166 4 0 11 1 +35 0 0.29941 0.29965 0.29936 1.4296 0.5584 4 0 2 1 0.29849 0.29965 0 2.6607 0.8095 4 0 11 1 +36 0 0.29904 0.29965 0.09978 1.4426 0.5566 4 0 4 1 0.29852 0.29965 0 2.6279 0.8026 4 0 11 1 +37 0 0.29904 0.29965 0.19955 1.4583 0.5645 4 0 3 1 0.29853 0.29965 0 2.597 0.7963 4 0 11 1 +38 0 0.29929 0.29965 0.19929 1.4902 0.5795 4 0 4 1 0.29855 0.29965 0 2.5687 0.7908 4 0 11 1 +39 0 0.29929 0.29965 0.19929 1.4901 0.5794 4 0 3 1 0.29857 0.29965 0 2.5417 0.7856 4 0 11 1 +40 0 0.19948 0.19977 0.09889 1.0664 0.4021 4 0 1 0 0.19898 0.19977 0 1.7566 0.5366 4 0 6 1 +41 0 0.1996 0.19977 0.19921 1.0925 0.4084 4 0 1 0 0.199 0.19977 0 1.7409 0.5336 4 0 6 1 +42 0 0.19924 0.19977 0 1.1517 0.4251 4 0 2 0 0.199 0.19977 0 1.7272 0.5311 4 0 6 1 +43 0 0.19948 0.19977 0.09965 1.1974 0.4451 4 0 1 0 0.19902 0.19977 0 1.7151 0.5291 4 0 6 1 +44 0 0.1996 0.19977 0.19941 1.1651 0.4327 4 0 1 0 0.19903 0.19977 0 1.7029 0.527 4 0 6 1 +45 0 0.19911 0.19977 0 1.1991 0.447 4 0 2 0 0.19904 0.19977 0 1.692 0.5253 4 0 6 1 +46 0 0.19948 0.19977 0.09979 1.1169 0.4242 4 0 0 0 0.19904 0.19977 0 1.6797 0.5232 4 0 6 1 +47 0 0.19948 0.19977 0.09976 1.1274 0.428 4 0 2 1 0.19905 0.19977 0 1.6682 0.5211 4 0 6 1 +48 0 0.1996 0.19977 0.19939 1.1291 0.4314 4 0 2 0 0.19906 0.19977 0 1.6572 0.5193 4 0 6 1 +49 0 0.19935 0.19977 0.09972 1.1198 0.4291 4 0 2 0 0.19907 0.19977 0 1.6465 0.5175 4 0 6 1 +50 0 0.0998 0.09989 0.09974 0.4692 0.1814 1 0 1 0 0.09957 0.09989 0 0.799 0.2516 1 0 2 0 diff --git a/Seminar/10gen/10_run_pyramid_8/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_8/aggregated_best_fitness.tsv new file mode 100644 index 0000000..952b808 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_8/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 15094591950 +Wall Time (ms): 4624 +CPU Cycles: 7759367516217699 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32710656 +2 280 34562048 +3 496 35811328 +4 774 36028416 +5 1019 36397056 +6 1275 37306368 +7 1589 38617088 +8 1842 39571456 +9 1999 40206336 +10 2086 40873984 +11 2144 41795584 +12 2318 42381312 +13 2433 42733568 +14 2539 43008000 +15 2665 42807296 +16 2803 42971136 +17 2895 43360256 +18 3001 43384832 +19 3078 44335104 +20 3144 44703744 +21 3187 45670400 +22 3280 45961216 +23 3356 46809088 +24 3423 46993408 +25 3487 47509504 +26 3539 48279552 +27 3581 48762880 +28 3633 49610752 +29 3679 49766400 +30 3735 50167808 +31 3775 50450432 +32 3837 50266112 +33 3868 50987008 +34 3901 50679808 +35 3932 51175424 +36 3966 51642368 +37 4000 51867648 +38 4039 53215232 +39 4076 53809152 +40 4112 53596160 +41 4146 54091776 +42 4215 54448128 +43 4244 54726656 +44 4277 55537664 +45 4308 56156160 +46 4339 56090624 +47 4371 56279040 +48 4398 56438784 +49 4431 57167872 +50 4465 57520128 +51 4499 57856000 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15094591950 +Wall Time (ms): 4572 +CPU Cycles: 7759367516217699 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32710656 +2 280 34562048 +3 496 35811328 +4 774 36028416 +5 1019 36397056 +6 1275 37306368 +7 1589 38617088 +8 1842 39571456 +9 1999 40206336 +10 2086 40873984 +11 2144 41795584 +12 2318 42381312 +13 2433 42733568 +14 2539 43008000 +15 2665 42807296 +16 2803 42971136 +17 2895 43360256 +18 3001 43384832 +19 3078 44335104 +20 3144 44703744 +21 3187 45670400 +22 3280 45961216 +23 3356 46809088 +24 3423 46993408 +25 3487 47509504 +26 3539 48279552 +27 3581 48762880 +28 3633 49610752 +29 3679 49766400 +30 3735 50167808 +31 3775 50450432 +32 3837 50266112 +33 3868 50987008 +34 3901 50679808 +35 3932 51175424 +36 3966 51642368 +37 4000 51867648 +38 4039 53215232 +39 4076 53809152 +40 4112 53596160 +41 4146 54091776 +42 4215 54448128 +43 4244 54726656 +44 4277 55537664 +45 4308 56156160 +46 4339 56090624 +47 4371 56279040 +48 4398 56438784 +49 4431 57167872 +50 4465 57520128 +51 4499 57856000 +Hits Total +2565 2810 +Percent Hit: 91.2811% +Fitness +0.998904 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +982 140 1583 105 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9581 0.9981 0 18.615 3.445 82 6 27 5 0.9581 0.9981 0 18.615 3.445 82 6 27 5 +1 0 0.9905 0.9989 0 16.9 3.541 11 3 26 6 0.9743 0.9989 0 17.758 3.493 11 3 27 5 +2 0 0.9905 0.9989 0 16.961 3.635 11 3 49 6 0.9797 0.9989 0 17.492 3.54 11 3 27 5 +3 0 0.9918 0.9989 0 16.536 3.672 11 3 26 6 0.9827 0.9989 0 17.253 3.573 11 3 27 5 +4 0 0.9918 0.9989 0 16.135 3.678 11 3 18 4 0.9845 0.9989 0 17.029 3.594 11 3 27 5 +5 0 0.9918 0.9989 0 15.521 3.755 11 3 12 4 0.9858 0.9989 0 16.778 3.621 11 3 27 5 +6 0 0.9943 0.9989 0 14.906 3.716 11 3 94 7 0.987 0.9989 0 16.511 3.635 11 3 27 5 +7 0 0.998 0.9989 0.9976 12.686 3.435 11 3 13 4 0.9884 0.9989 0 16.033 3.61 11 3 27 5 +8 0 0.9955 0.9989 0 12.261 3.439 11 3 53 10 0.9892 0.9989 0 15.614 3.591 11 3 27 5 +9 0 0.998 0.9989 0.9979 11.887 3.356 11 3 14 4 0.99 0.9989 0 15.241 3.567 11 3 27 5 +10 0 0.9943 0.9989 0 11.17 3.274 11 3 25 12 0.9904 0.9989 0 14.871 3.541 11 3 27 5 +11 0 0.993 0.9989 0 10.28 3.034 11 3 41 8 0.9906 0.9989 0 14.488 3.498 11 3 27 5 +12 0 0.9955 0.9989 0 9.535 2.967 11 3 8 4 0.991 0.9989 0 14.107 3.458 11 3 27 5 +13 0 0.9968 0.9989 0 9.762 2.978 11 3 68 8 0.9914 0.9989 0 13.797 3.423 11 3 27 5 +14 0 0.998 0.9989 0.9974 9.221 2.919 11 3 9 3 0.9919 0.9989 0 13.492 3.39 11 3 27 5 +15 0 0.9955 0.9989 0 8.79 2.899 11 3 21 7 0.9921 0.9989 0 13.198 3.359 11 3 27 5 +16 0 0.998 0.9989 0.9979 8.613 2.889 11 3 14 5 0.9924 0.9989 0 12.928 3.331 11 3 27 5 +17 0 0.998 0.9989 0.9978 8.088 2.737 11 3 13 3 0.9928 0.9989 0 12.659 3.298 11 3 27 5 +18 0 0.9968 0.9989 0 7.59 2.694 11 3 8 3 0.993 0.9989 0 12.393 3.266 11 3 27 5 +19 0 0.9943 0.9989 0 7.909 2.748 11 3 26 7 0.993 0.9989 0 12.168 3.24 11 3 27 5 +20 0 0.9968 0.9989 0 7.525 2.591 11 3 21 9 0.9932 0.9989 0 11.947 3.21 11 3 27 5 +21 0 0.9943 0.9989 0 7.178 2.559 11 3 26 9 0.9933 0.9989 0 11.73 3.18 11 3 27 5 +22 0 0.998 0.9989 0.9958 6.726 2.465 11 3 5 2 0.9935 0.9989 0 11.513 3.149 11 3 27 5 +23 0 0.9968 0.9989 0 6.628 2.447 11 3 13 5 0.9936 0.9989 0 11.309 3.12 11 3 27 5 +24 0 0.998 0.9989 0.998 6.343 2.399 11 3 4 2 0.9938 0.9989 0 11.111 3.091 11 3 27 5 +25 0 0.998 0.9989 0.9979 5.857 2.265 11 3 19 8 0.9939 0.9989 0 10.909 3.059 11 3 27 5 +26 0 0.998 0.9989 0.9979 5.694 2.244 11 3 4 2 0.9941 0.9989 0 10.715 3.029 11 3 27 5 +27 0 0.998 0.9989 0.998 5.285 2.059 11 3 8 4 0.9942 0.9989 0 10.522 2.994 11 3 27 5 +28 0 0.9968 0.9989 0 5.346 2.062 11 3 5 2 0.9943 0.9989 0 10.343 2.962 11 3 27 5 +29 0 0.9968 0.9989 0 4.899 1.883 11 3 39 8 0.9944 0.9989 0 10.162 2.926 11 3 27 5 +30 0 0.9968 0.9989 0 4.754 1.897 11 3 14 7 0.9945 0.9989 0 9.987 2.893 11 3 27 5 +31 0 0.998 0.9989 0.9979 4.455 1.74 11 3 9 4 0.9946 0.9989 0 9.814 2.857 11 3 27 5 +32 0 0.998 0.9989 0.9978 4.543 1.796 11 3 9 4 0.9947 0.9989 0 9.655 2.825 11 3 27 5 +33 0 0.998 0.9989 0.9978 4.749 1.859 11 3 9 4 0.9948 0.9989 0 9.51 2.796 11 3 27 5 +34 0 0.9968 0.9989 0 4.785 1.856 11 3 23 8 0.9949 0.9989 0 9.375 2.769 11 3 27 5 +35 0 0.998 0.9989 0.9978 4.594 1.846 11 3 4 2 0.9949 0.9989 0 9.242 2.744 11 3 27 5 +36 0 0.998 0.9989 0.9978 4.768 1.874 11 3 8 3 0.995 0.9989 0 9.121 2.72 11 3 27 5 +37 0 0.998 0.9989 0.9979 4.905 1.948 11 3 6 2 0.9951 0.9989 0 9.01 2.7 11 3 27 5 +38 0 0.998 0.9989 0.9979 5.015 2.016 11 3 5 2 0.9952 0.9989 0 8.908 2.682 11 3 27 5 +39 0 0.998 0.9989 0.9979 4.841 1.968 11 3 3 1 0.9953 0.9989 0 8.806 2.665 11 3 27 5 +40 0 0.998 0.9989 0.9889 4.544 1.795 11 3 13 7 0.9953 0.9989 0 8.702 2.643 11 3 27 5 +41 0 0.998 0.9989 0.9965 4.843 1.915 11 3 3 1 0.9954 0.9989 0 8.611 2.626 11 3 27 5 +42 0 0.9968 0.9989 0 4.966 1.917 11 3 12 5 0.9954 0.9989 0 8.526 2.61 11 3 27 5 +43 0 0.998 0.9989 0.9965 5.322 2.115 11 3 3 1 0.9955 0.9989 0 8.453 2.598 11 3 27 5 +44 0 0.998 0.9989 0.9965 5.286 2.101 11 3 3 1 0.9955 0.9989 0 8.383 2.587 11 3 27 5 +45 0 0.9968 0.9989 0 5.402 2.139 11 3 8 4 0.9956 0.9989 0 8.318 2.578 11 3 27 5 +46 0 0.9968 0.9989 0 5.138 2.016 11 3 6 3 0.9956 0.9989 0 8.25 2.566 11 3 27 5 +47 0 0.998 0.9989 0.9976 5.025 1.96 11 3 13 5 0.9956 0.9989 0 8.183 2.553 11 3 27 5 +48 0 0.998 0.9989 0.9964 4.976 1.975 11 3 15 4 0.9957 0.9989 0 8.117 2.541 11 3 27 5 +49 0 0.9955 0.9989 0 5.018 1.985 11 3 18 7 0.9957 0.9989 0 8.056 2.53 11 3 27 5 +50 0 0.998 0.9989 0.9974 4.692 1.814 11 3 16 7 0.9957 0.9989 0 7.99 2.516 11 3 27 5 diff --git a/Seminar/10gen/10_run_pyramid_8/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_8/aggregated_best_generations.tsv new file mode 100644 index 0000000..952b808 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_8/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 15094591950 +Wall Time (ms): 4624 +CPU Cycles: 7759367516217699 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32710656 +2 280 34562048 +3 496 35811328 +4 774 36028416 +5 1019 36397056 +6 1275 37306368 +7 1589 38617088 +8 1842 39571456 +9 1999 40206336 +10 2086 40873984 +11 2144 41795584 +12 2318 42381312 +13 2433 42733568 +14 2539 43008000 +15 2665 42807296 +16 2803 42971136 +17 2895 43360256 +18 3001 43384832 +19 3078 44335104 +20 3144 44703744 +21 3187 45670400 +22 3280 45961216 +23 3356 46809088 +24 3423 46993408 +25 3487 47509504 +26 3539 48279552 +27 3581 48762880 +28 3633 49610752 +29 3679 49766400 +30 3735 50167808 +31 3775 50450432 +32 3837 50266112 +33 3868 50987008 +34 3901 50679808 +35 3932 51175424 +36 3966 51642368 +37 4000 51867648 +38 4039 53215232 +39 4076 53809152 +40 4112 53596160 +41 4146 54091776 +42 4215 54448128 +43 4244 54726656 +44 4277 55537664 +45 4308 56156160 +46 4339 56090624 +47 4371 56279040 +48 4398 56438784 +49 4431 57167872 +50 4465 57520128 +51 4499 57856000 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15094591950 +Wall Time (ms): 4572 +CPU Cycles: 7759367516217699 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32710656 +2 280 34562048 +3 496 35811328 +4 774 36028416 +5 1019 36397056 +6 1275 37306368 +7 1589 38617088 +8 1842 39571456 +9 1999 40206336 +10 2086 40873984 +11 2144 41795584 +12 2318 42381312 +13 2433 42733568 +14 2539 43008000 +15 2665 42807296 +16 2803 42971136 +17 2895 43360256 +18 3001 43384832 +19 3078 44335104 +20 3144 44703744 +21 3187 45670400 +22 3280 45961216 +23 3356 46809088 +24 3423 46993408 +25 3487 47509504 +26 3539 48279552 +27 3581 48762880 +28 3633 49610752 +29 3679 49766400 +30 3735 50167808 +31 3775 50450432 +32 3837 50266112 +33 3868 50987008 +34 3901 50679808 +35 3932 51175424 +36 3966 51642368 +37 4000 51867648 +38 4039 53215232 +39 4076 53809152 +40 4112 53596160 +41 4146 54091776 +42 4215 54448128 +43 4244 54726656 +44 4277 55537664 +45 4308 56156160 +46 4339 56090624 +47 4371 56279040 +48 4398 56438784 +49 4431 57167872 +50 4465 57520128 +51 4499 57856000 +Hits Total +2565 2810 +Percent Hit: 91.2811% +Fitness +0.998904 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +982 140 1583 105 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9581 0.9981 0 18.615 3.445 82 6 27 5 0.9581 0.9981 0 18.615 3.445 82 6 27 5 +1 0 0.9905 0.9989 0 16.9 3.541 11 3 26 6 0.9743 0.9989 0 17.758 3.493 11 3 27 5 +2 0 0.9905 0.9989 0 16.961 3.635 11 3 49 6 0.9797 0.9989 0 17.492 3.54 11 3 27 5 +3 0 0.9918 0.9989 0 16.536 3.672 11 3 26 6 0.9827 0.9989 0 17.253 3.573 11 3 27 5 +4 0 0.9918 0.9989 0 16.135 3.678 11 3 18 4 0.9845 0.9989 0 17.029 3.594 11 3 27 5 +5 0 0.9918 0.9989 0 15.521 3.755 11 3 12 4 0.9858 0.9989 0 16.778 3.621 11 3 27 5 +6 0 0.9943 0.9989 0 14.906 3.716 11 3 94 7 0.987 0.9989 0 16.511 3.635 11 3 27 5 +7 0 0.998 0.9989 0.9976 12.686 3.435 11 3 13 4 0.9884 0.9989 0 16.033 3.61 11 3 27 5 +8 0 0.9955 0.9989 0 12.261 3.439 11 3 53 10 0.9892 0.9989 0 15.614 3.591 11 3 27 5 +9 0 0.998 0.9989 0.9979 11.887 3.356 11 3 14 4 0.99 0.9989 0 15.241 3.567 11 3 27 5 +10 0 0.9943 0.9989 0 11.17 3.274 11 3 25 12 0.9904 0.9989 0 14.871 3.541 11 3 27 5 +11 0 0.993 0.9989 0 10.28 3.034 11 3 41 8 0.9906 0.9989 0 14.488 3.498 11 3 27 5 +12 0 0.9955 0.9989 0 9.535 2.967 11 3 8 4 0.991 0.9989 0 14.107 3.458 11 3 27 5 +13 0 0.9968 0.9989 0 9.762 2.978 11 3 68 8 0.9914 0.9989 0 13.797 3.423 11 3 27 5 +14 0 0.998 0.9989 0.9974 9.221 2.919 11 3 9 3 0.9919 0.9989 0 13.492 3.39 11 3 27 5 +15 0 0.9955 0.9989 0 8.79 2.899 11 3 21 7 0.9921 0.9989 0 13.198 3.359 11 3 27 5 +16 0 0.998 0.9989 0.9979 8.613 2.889 11 3 14 5 0.9924 0.9989 0 12.928 3.331 11 3 27 5 +17 0 0.998 0.9989 0.9978 8.088 2.737 11 3 13 3 0.9928 0.9989 0 12.659 3.298 11 3 27 5 +18 0 0.9968 0.9989 0 7.59 2.694 11 3 8 3 0.993 0.9989 0 12.393 3.266 11 3 27 5 +19 0 0.9943 0.9989 0 7.909 2.748 11 3 26 7 0.993 0.9989 0 12.168 3.24 11 3 27 5 +20 0 0.9968 0.9989 0 7.525 2.591 11 3 21 9 0.9932 0.9989 0 11.947 3.21 11 3 27 5 +21 0 0.9943 0.9989 0 7.178 2.559 11 3 26 9 0.9933 0.9989 0 11.73 3.18 11 3 27 5 +22 0 0.998 0.9989 0.9958 6.726 2.465 11 3 5 2 0.9935 0.9989 0 11.513 3.149 11 3 27 5 +23 0 0.9968 0.9989 0 6.628 2.447 11 3 13 5 0.9936 0.9989 0 11.309 3.12 11 3 27 5 +24 0 0.998 0.9989 0.998 6.343 2.399 11 3 4 2 0.9938 0.9989 0 11.111 3.091 11 3 27 5 +25 0 0.998 0.9989 0.9979 5.857 2.265 11 3 19 8 0.9939 0.9989 0 10.909 3.059 11 3 27 5 +26 0 0.998 0.9989 0.9979 5.694 2.244 11 3 4 2 0.9941 0.9989 0 10.715 3.029 11 3 27 5 +27 0 0.998 0.9989 0.998 5.285 2.059 11 3 8 4 0.9942 0.9989 0 10.522 2.994 11 3 27 5 +28 0 0.9968 0.9989 0 5.346 2.062 11 3 5 2 0.9943 0.9989 0 10.343 2.962 11 3 27 5 +29 0 0.9968 0.9989 0 4.899 1.883 11 3 39 8 0.9944 0.9989 0 10.162 2.926 11 3 27 5 +30 0 0.9968 0.9989 0 4.754 1.897 11 3 14 7 0.9945 0.9989 0 9.987 2.893 11 3 27 5 +31 0 0.998 0.9989 0.9979 4.455 1.74 11 3 9 4 0.9946 0.9989 0 9.814 2.857 11 3 27 5 +32 0 0.998 0.9989 0.9978 4.543 1.796 11 3 9 4 0.9947 0.9989 0 9.655 2.825 11 3 27 5 +33 0 0.998 0.9989 0.9978 4.749 1.859 11 3 9 4 0.9948 0.9989 0 9.51 2.796 11 3 27 5 +34 0 0.9968 0.9989 0 4.785 1.856 11 3 23 8 0.9949 0.9989 0 9.375 2.769 11 3 27 5 +35 0 0.998 0.9989 0.9978 4.594 1.846 11 3 4 2 0.9949 0.9989 0 9.242 2.744 11 3 27 5 +36 0 0.998 0.9989 0.9978 4.768 1.874 11 3 8 3 0.995 0.9989 0 9.121 2.72 11 3 27 5 +37 0 0.998 0.9989 0.9979 4.905 1.948 11 3 6 2 0.9951 0.9989 0 9.01 2.7 11 3 27 5 +38 0 0.998 0.9989 0.9979 5.015 2.016 11 3 5 2 0.9952 0.9989 0 8.908 2.682 11 3 27 5 +39 0 0.998 0.9989 0.9979 4.841 1.968 11 3 3 1 0.9953 0.9989 0 8.806 2.665 11 3 27 5 +40 0 0.998 0.9989 0.9889 4.544 1.795 11 3 13 7 0.9953 0.9989 0 8.702 2.643 11 3 27 5 +41 0 0.998 0.9989 0.9965 4.843 1.915 11 3 3 1 0.9954 0.9989 0 8.611 2.626 11 3 27 5 +42 0 0.9968 0.9989 0 4.966 1.917 11 3 12 5 0.9954 0.9989 0 8.526 2.61 11 3 27 5 +43 0 0.998 0.9989 0.9965 5.322 2.115 11 3 3 1 0.9955 0.9989 0 8.453 2.598 11 3 27 5 +44 0 0.998 0.9989 0.9965 5.286 2.101 11 3 3 1 0.9955 0.9989 0 8.383 2.587 11 3 27 5 +45 0 0.9968 0.9989 0 5.402 2.139 11 3 8 4 0.9956 0.9989 0 8.318 2.578 11 3 27 5 +46 0 0.9968 0.9989 0 5.138 2.016 11 3 6 3 0.9956 0.9989 0 8.25 2.566 11 3 27 5 +47 0 0.998 0.9989 0.9976 5.025 1.96 11 3 13 5 0.9956 0.9989 0 8.183 2.553 11 3 27 5 +48 0 0.998 0.9989 0.9964 4.976 1.975 11 3 15 4 0.9957 0.9989 0 8.117 2.541 11 3 27 5 +49 0 0.9955 0.9989 0 5.018 1.985 11 3 18 7 0.9957 0.9989 0 8.056 2.53 11 3 27 5 +50 0 0.998 0.9989 0.9974 4.692 1.814 11 3 16 7 0.9957 0.9989 0 7.99 2.516 11 3 27 5 diff --git a/Seminar/10gen/10_run_pyramid_8/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_8/aggregated_best_hits.tsv new file mode 100644 index 0000000..952b808 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_8/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 15094591950 +Wall Time (ms): 4624 +CPU Cycles: 7759367516217699 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32710656 +2 280 34562048 +3 496 35811328 +4 774 36028416 +5 1019 36397056 +6 1275 37306368 +7 1589 38617088 +8 1842 39571456 +9 1999 40206336 +10 2086 40873984 +11 2144 41795584 +12 2318 42381312 +13 2433 42733568 +14 2539 43008000 +15 2665 42807296 +16 2803 42971136 +17 2895 43360256 +18 3001 43384832 +19 3078 44335104 +20 3144 44703744 +21 3187 45670400 +22 3280 45961216 +23 3356 46809088 +24 3423 46993408 +25 3487 47509504 +26 3539 48279552 +27 3581 48762880 +28 3633 49610752 +29 3679 49766400 +30 3735 50167808 +31 3775 50450432 +32 3837 50266112 +33 3868 50987008 +34 3901 50679808 +35 3932 51175424 +36 3966 51642368 +37 4000 51867648 +38 4039 53215232 +39 4076 53809152 +40 4112 53596160 +41 4146 54091776 +42 4215 54448128 +43 4244 54726656 +44 4277 55537664 +45 4308 56156160 +46 4339 56090624 +47 4371 56279040 +48 4398 56438784 +49 4431 57167872 +50 4465 57520128 +51 4499 57856000 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15094591950 +Wall Time (ms): 4572 +CPU Cycles: 7759367516217699 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32710656 +2 280 34562048 +3 496 35811328 +4 774 36028416 +5 1019 36397056 +6 1275 37306368 +7 1589 38617088 +8 1842 39571456 +9 1999 40206336 +10 2086 40873984 +11 2144 41795584 +12 2318 42381312 +13 2433 42733568 +14 2539 43008000 +15 2665 42807296 +16 2803 42971136 +17 2895 43360256 +18 3001 43384832 +19 3078 44335104 +20 3144 44703744 +21 3187 45670400 +22 3280 45961216 +23 3356 46809088 +24 3423 46993408 +25 3487 47509504 +26 3539 48279552 +27 3581 48762880 +28 3633 49610752 +29 3679 49766400 +30 3735 50167808 +31 3775 50450432 +32 3837 50266112 +33 3868 50987008 +34 3901 50679808 +35 3932 51175424 +36 3966 51642368 +37 4000 51867648 +38 4039 53215232 +39 4076 53809152 +40 4112 53596160 +41 4146 54091776 +42 4215 54448128 +43 4244 54726656 +44 4277 55537664 +45 4308 56156160 +46 4339 56090624 +47 4371 56279040 +48 4398 56438784 +49 4431 57167872 +50 4465 57520128 +51 4499 57856000 +Hits Total +2565 2810 +Percent Hit: 91.2811% +Fitness +0.998904 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +982 140 1583 105 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9581 0.9981 0 18.615 3.445 82 6 27 5 0.9581 0.9981 0 18.615 3.445 82 6 27 5 +1 0 0.9905 0.9989 0 16.9 3.541 11 3 26 6 0.9743 0.9989 0 17.758 3.493 11 3 27 5 +2 0 0.9905 0.9989 0 16.961 3.635 11 3 49 6 0.9797 0.9989 0 17.492 3.54 11 3 27 5 +3 0 0.9918 0.9989 0 16.536 3.672 11 3 26 6 0.9827 0.9989 0 17.253 3.573 11 3 27 5 +4 0 0.9918 0.9989 0 16.135 3.678 11 3 18 4 0.9845 0.9989 0 17.029 3.594 11 3 27 5 +5 0 0.9918 0.9989 0 15.521 3.755 11 3 12 4 0.9858 0.9989 0 16.778 3.621 11 3 27 5 +6 0 0.9943 0.9989 0 14.906 3.716 11 3 94 7 0.987 0.9989 0 16.511 3.635 11 3 27 5 +7 0 0.998 0.9989 0.9976 12.686 3.435 11 3 13 4 0.9884 0.9989 0 16.033 3.61 11 3 27 5 +8 0 0.9955 0.9989 0 12.261 3.439 11 3 53 10 0.9892 0.9989 0 15.614 3.591 11 3 27 5 +9 0 0.998 0.9989 0.9979 11.887 3.356 11 3 14 4 0.99 0.9989 0 15.241 3.567 11 3 27 5 +10 0 0.9943 0.9989 0 11.17 3.274 11 3 25 12 0.9904 0.9989 0 14.871 3.541 11 3 27 5 +11 0 0.993 0.9989 0 10.28 3.034 11 3 41 8 0.9906 0.9989 0 14.488 3.498 11 3 27 5 +12 0 0.9955 0.9989 0 9.535 2.967 11 3 8 4 0.991 0.9989 0 14.107 3.458 11 3 27 5 +13 0 0.9968 0.9989 0 9.762 2.978 11 3 68 8 0.9914 0.9989 0 13.797 3.423 11 3 27 5 +14 0 0.998 0.9989 0.9974 9.221 2.919 11 3 9 3 0.9919 0.9989 0 13.492 3.39 11 3 27 5 +15 0 0.9955 0.9989 0 8.79 2.899 11 3 21 7 0.9921 0.9989 0 13.198 3.359 11 3 27 5 +16 0 0.998 0.9989 0.9979 8.613 2.889 11 3 14 5 0.9924 0.9989 0 12.928 3.331 11 3 27 5 +17 0 0.998 0.9989 0.9978 8.088 2.737 11 3 13 3 0.9928 0.9989 0 12.659 3.298 11 3 27 5 +18 0 0.9968 0.9989 0 7.59 2.694 11 3 8 3 0.993 0.9989 0 12.393 3.266 11 3 27 5 +19 0 0.9943 0.9989 0 7.909 2.748 11 3 26 7 0.993 0.9989 0 12.168 3.24 11 3 27 5 +20 0 0.9968 0.9989 0 7.525 2.591 11 3 21 9 0.9932 0.9989 0 11.947 3.21 11 3 27 5 +21 0 0.9943 0.9989 0 7.178 2.559 11 3 26 9 0.9933 0.9989 0 11.73 3.18 11 3 27 5 +22 0 0.998 0.9989 0.9958 6.726 2.465 11 3 5 2 0.9935 0.9989 0 11.513 3.149 11 3 27 5 +23 0 0.9968 0.9989 0 6.628 2.447 11 3 13 5 0.9936 0.9989 0 11.309 3.12 11 3 27 5 +24 0 0.998 0.9989 0.998 6.343 2.399 11 3 4 2 0.9938 0.9989 0 11.111 3.091 11 3 27 5 +25 0 0.998 0.9989 0.9979 5.857 2.265 11 3 19 8 0.9939 0.9989 0 10.909 3.059 11 3 27 5 +26 0 0.998 0.9989 0.9979 5.694 2.244 11 3 4 2 0.9941 0.9989 0 10.715 3.029 11 3 27 5 +27 0 0.998 0.9989 0.998 5.285 2.059 11 3 8 4 0.9942 0.9989 0 10.522 2.994 11 3 27 5 +28 0 0.9968 0.9989 0 5.346 2.062 11 3 5 2 0.9943 0.9989 0 10.343 2.962 11 3 27 5 +29 0 0.9968 0.9989 0 4.899 1.883 11 3 39 8 0.9944 0.9989 0 10.162 2.926 11 3 27 5 +30 0 0.9968 0.9989 0 4.754 1.897 11 3 14 7 0.9945 0.9989 0 9.987 2.893 11 3 27 5 +31 0 0.998 0.9989 0.9979 4.455 1.74 11 3 9 4 0.9946 0.9989 0 9.814 2.857 11 3 27 5 +32 0 0.998 0.9989 0.9978 4.543 1.796 11 3 9 4 0.9947 0.9989 0 9.655 2.825 11 3 27 5 +33 0 0.998 0.9989 0.9978 4.749 1.859 11 3 9 4 0.9948 0.9989 0 9.51 2.796 11 3 27 5 +34 0 0.9968 0.9989 0 4.785 1.856 11 3 23 8 0.9949 0.9989 0 9.375 2.769 11 3 27 5 +35 0 0.998 0.9989 0.9978 4.594 1.846 11 3 4 2 0.9949 0.9989 0 9.242 2.744 11 3 27 5 +36 0 0.998 0.9989 0.9978 4.768 1.874 11 3 8 3 0.995 0.9989 0 9.121 2.72 11 3 27 5 +37 0 0.998 0.9989 0.9979 4.905 1.948 11 3 6 2 0.9951 0.9989 0 9.01 2.7 11 3 27 5 +38 0 0.998 0.9989 0.9979 5.015 2.016 11 3 5 2 0.9952 0.9989 0 8.908 2.682 11 3 27 5 +39 0 0.998 0.9989 0.9979 4.841 1.968 11 3 3 1 0.9953 0.9989 0 8.806 2.665 11 3 27 5 +40 0 0.998 0.9989 0.9889 4.544 1.795 11 3 13 7 0.9953 0.9989 0 8.702 2.643 11 3 27 5 +41 0 0.998 0.9989 0.9965 4.843 1.915 11 3 3 1 0.9954 0.9989 0 8.611 2.626 11 3 27 5 +42 0 0.9968 0.9989 0 4.966 1.917 11 3 12 5 0.9954 0.9989 0 8.526 2.61 11 3 27 5 +43 0 0.998 0.9989 0.9965 5.322 2.115 11 3 3 1 0.9955 0.9989 0 8.453 2.598 11 3 27 5 +44 0 0.998 0.9989 0.9965 5.286 2.101 11 3 3 1 0.9955 0.9989 0 8.383 2.587 11 3 27 5 +45 0 0.9968 0.9989 0 5.402 2.139 11 3 8 4 0.9956 0.9989 0 8.318 2.578 11 3 27 5 +46 0 0.9968 0.9989 0 5.138 2.016 11 3 6 3 0.9956 0.9989 0 8.25 2.566 11 3 27 5 +47 0 0.998 0.9989 0.9976 5.025 1.96 11 3 13 5 0.9956 0.9989 0 8.183 2.553 11 3 27 5 +48 0 0.998 0.9989 0.9964 4.976 1.975 11 3 15 4 0.9957 0.9989 0 8.117 2.541 11 3 27 5 +49 0 0.9955 0.9989 0 5.018 1.985 11 3 18 7 0.9957 0.9989 0 8.056 2.53 11 3 27 5 +50 0 0.998 0.9989 0.9974 4.692 1.814 11 3 16 7 0.9957 0.9989 0 7.99 2.516 11 3 27 5 diff --git a/Seminar/10gen/10_run_pyramid_8/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_8/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_8/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_8/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_8/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_8/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/10_run_pyramid_9/aggregated.tsv b/Seminar/10gen/10_run_pyramid_9/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_9/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/10_run_pyramid_9/aggregated_all.tsv b/Seminar/10gen/10_run_pyramid_9/aggregated_all.tsv new file mode 100644 index 0000000..513b6c8 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_9/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 90695662571 +Wall Time (ms): 4368 +CPU Cycles: 77593978149288688 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 325857280 +2 315 344428544 +3 530 351969280 +4 747 361029632 +5 944 366587904 +6 1141 373338112 +7 1345 380080128 +8 1539 385835008 +9 1703 392957952 +10 1826 397709312 +11 1934 403988480 +12 2214 285200384 +13 2321 290267136 +14 2416 295530496 +15 2509 299606016 +16 2602 302358528 +17 2687 305729536 +18 2776 308961280 +19 2851 313044992 +20 2918 316059648 +21 2986 318996480 +22 3117 229257216 +23 3178 231550976 +24 3230 234835968 +25 3282 238854144 +26 3332 241045504 +27 3388 243216384 +28 3443 244809728 +29 3486 248283136 +30 3539 251772928 +31 3577 252383232 +32 3668 152313856 +33 3704 151945216 +34 3737 153329664 +35 3769 155586560 +36 3806 156581888 +37 3837 157253632 +38 3870 158416896 +39 3903 159559680 +40 3935 160268288 +41 3966 161333248 +42 4010 108126208 +43 4038 108503040 +44 4065 109334528 +45 4095 110170112 +46 4126 111796224 +47 4154 111472640 +48 4185 113590272 +49 4213 113545216 +50 4244 113692672 +51 4274 113672192 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 9069566257 +Wall Time (ms): 3221 +CPU Cycles: 7759397814928868 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32585728 +2 315 34442854 +3 530 35196928 +4 747 36102963 +5 944 36658790 +6 1141 37333811 +7 1345 38008012 +8 1539 38583500 +9 1703 39295795 +10 1826 39770931 +11 1934 40398848 +12 2214 40742912 +13 2321 41466733 +14 2416 42218642 +15 2509 42800859 +16 2602 43194075 +17 2687 43675648 +18 2776 44137325 +19 2851 44720713 +20 2918 45151378 +21 2986 45570925 +22 3117 45851443 +23 3178 46310195 +24 3230 46967193 +25 3282 47770828 +26 3332 48209100 +27 3388 48643276 +28 3443 48961945 +29 3486 49656627 +30 3539 50354585 +31 3577 50476646 +32 3668 50771285 +33 3704 50648405 +34 3737 51109888 +35 3769 51862186 +36 3806 52193962 +37 3837 52417877 +38 3870 52805632 +39 3903 53186560 +40 3935 53422762 +41 3966 53777749 +42 4010 54063104 +43 4038 54251520 +44 4065 54667264 +45 4095 55085056 +46 4126 55898112 +47 4154 55736320 +48 4185 56795136 +49 4213 56772608 +50 4244 56846336 +51 4274 56836096 +Hits Total +2294 2810 +Percent Hit: 81.637% +Fitness +0.998764 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +932 199 1362 315 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.95842 0.99839 0 17.6197 3.3369 31 4 58 5 0.95842 0.99839 0 17.6197 3.3369 31 4 58 5 +1 0 0.99062 0.99848 0 15.5067 3.3817 26 4 52 6 0.97451 0.99848 0 16.5633 3.3593 26 4 58 5 +2 0 0.99273 0.99861 0 14.6895 3.4168 27 5 34 7 0.98058 0.99861 0 15.9387 3.3784 27 5 58 5 +3 0 0.99275 0.99862 0.19639 14.1535 3.4407 27 5 56 7 0.98362 0.99862 0 15.4923 3.3939 27 5 58 5 +4 0 0.99265 0.99866 0 13.7414 3.4469 18 4 37 7 0.98543 0.99866 0 15.1422 3.4045 18 4 58 5 +5 0 0.99426 0.99867 0 13.1132 3.4241 16 4 32 7 0.9869 0.99867 0 14.804 3.4079 16 4 58 5 +6 0 0.994 0.9987 0 12.3926 3.3586 19 4 30 8 0.9879 0.9987 0 14.4596 3.4007 19 4 58 5 +7 0 0.99438 0.9987 0.09979 11.7653 3.2853 18 4 34 7 0.98873 0.9987 0 14.1227 3.3863 18 4 58 5 +8 0 0.99564 0.9987 0.19956 10.9503 3.1521 18 4 27 7 0.98949 0.9987 0 13.7703 3.3605 18 4 58 5 +9 0 0.99501 0.9987 0.09938 10.4162 3.0806 18 4 33 6 0.99005 0.9987 0 13.4349 3.3324 18 4 58 5 +10 0 0.6972 0.69912 0.29875 6.985 2.118 10 3 19 4 0.69331 0.69912 0 9.3263 2.329 10 3 46 4 +11 0 0.69772 0.69913 0.29884 6.8436 2.0993 11 3 28 5 0.6937 0.69913 0 9.1194 2.31 11 3 46 4 +12 0 0.69722 0.69915 0.29881 6.3512 2.0026 11 3 24 5 0.69397 0.69915 0 8.9065 2.2863 11 3 46 4 +13 0 0.69748 0.69917 0.0998 5.8976 1.9294 10 3 18 4 0.69421 0.69917 0 8.6915 2.2608 10 3 46 4 +14 0 0.6981 0.69917 0.3985 5.6421 1.867 10 3 23 6 0.69449 0.69917 0 8.4884 2.2346 10 3 46 4 +15 0 0.69809 0.69917 0.39894 5.4852 1.8275 11 3 20 4 0.6947 0.69917 0 8.3006 2.2091 11 3 46 4 +16 0 0.69822 0.69917 0.39891 5.3591 1.8254 11 3 7 2 0.69491 0.69917 0 8.1275 2.1866 11 3 46 4 +17 0 0.69835 0.69917 0.49876 5.1772 1.7966 11 3 7 2 0.6951 0.69917 0 7.9636 2.1651 11 3 46 4 +18 0 0.6981 0.69917 0.29909 4.942 1.7383 11 3 9 3 0.69526 0.69917 0 7.8046 2.1425 11 3 46 4 +19 0 0.6976 0.69917 0.29915 4.7511 1.6903 11 3 11 3 0.69537 0.69917 0 7.6519 2.1199 11 3 46 4 +20 0 0.49838 0.49943 0.19935 3.385 1.2111 9 3 11 3 0.49676 0.49943 0 5.414 1.4986 9 3 37 3 +21 0 0.49838 0.49943 0.29913 3.225 1.1724 9 3 11 3 0.49682 0.49943 0 5.3147 1.4837 9 3 37 3 +22 0 0.49862 0.49944 0.19955 3.0685 1.1288 9 3 6 2 0.4969 0.49944 0 5.2168 1.4682 9 3 37 3 +23 0 0.49876 0.49944 0.29915 2.9774 1.1073 9 3 4 1 0.49699 0.49944 0 5.1235 1.4533 9 3 37 3 +24 0 0.49875 0.49944 0.2993 2.9304 1.1042 9 3 5 2 0.49706 0.49944 0 5.0358 1.4394 9 3 37 3 +25 0 0.49887 0.49944 0.39908 2.8837 1.0856 9 3 4 1 0.49713 0.49944 0 4.9531 1.4256 9 3 37 3 +26 0 0.49838 0.49944 0.09978 2.8445 1.0806 9 3 10 2 0.49717 0.49944 0 4.8749 1.4128 9 3 37 3 +27 0 0.49863 0.49944 0.19923 2.74 1.0473 9 3 12 4 0.49722 0.49944 0 4.7988 1.3999 9 3 37 3 +28 0 0.49887 0.49944 0.39916 2.6872 1.028 9 3 3 1 0.49728 0.49944 0 4.726 1.387 9 3 37 3 +29 0 0.49887 0.49944 0.39913 2.6094 0.998 9 3 4 1 0.49733 0.49944 0 4.6553 1.374 9 3 37 3 +30 0 0.29903 0.29967 0.19753 1.5485 0.6081 6 2 3 1 0.29838 0.29967 0 2.7941 0.8347 6 2 23 1 +31 0 0.2994 0.29967 0.29728 1.493 0.5769 6 2 3 1 0.29842 0.29967 0 2.7535 0.8266 6 2 23 1 +32 0 0.2994 0.29967 0.29927 1.478 0.5735 6 2 3 0 0.29845 0.29967 0 2.7149 0.8189 6 2 23 1 +33 0 0.29928 0.29967 0.19953 1.4523 0.5652 7 2 2 0 0.29847 0.29967 0 2.6777 0.8115 7 2 23 1 +34 0 0.29927 0.29967 0.19955 1.4722 0.5783 7 2 2 0 0.2985 0.29967 0 2.6433 0.8048 7 2 23 1 +35 0 0.29903 0.29967 0.09976 1.4581 0.5696 7 2 4 1 0.29851 0.29967 0 2.6103 0.7982 7 2 23 1 +36 0 0.29915 0.29967 0.19956 1.4133 0.5513 7 2 3 1 0.29852 0.29967 0 2.578 0.7917 7 2 23 1 +37 0 0.29927 0.29967 0.19948 1.4387 0.5661 7 2 2 1 0.29854 0.29967 0 2.5481 0.7857 7 2 23 1 +38 0 0.29928 0.29967 0.19959 1.4088 0.5488 7 2 2 0 0.29856 0.29967 0 2.5188 0.7796 7 2 23 1 +39 0 0.29915 0.29967 0.19958 1.3942 0.546 7 2 2 1 0.29858 0.29967 0 2.4906 0.7738 7 2 23 1 +40 0 0.19948 0.19978 0.0998 0.8883 0.35 5 2 2 0 0.19907 0.19978 0 1.6661 0.5165 5 2 13 1 +41 0 0.1996 0.19978 0.19957 0.8808 0.3484 5 2 1 0 0.19908 0.19978 0 1.6474 0.5125 5 2 13 1 +42 0 0.19947 0.19978 0.09976 0.886 0.3497 5 2 0 0 0.19909 0.19978 0 1.6298 0.5087 5 2 13 1 +43 0 0.19935 0.19978 0.09976 0.8746 0.3429 5 2 1 0 0.19909 0.19978 0 1.6126 0.505 5 2 13 1 +44 0 0.1996 0.19978 0.19957 0.9179 0.357 5 2 1 0 0.19911 0.19978 0 1.5972 0.5016 5 2 13 1 +45 0 0.1996 0.19978 0.19958 0.9072 0.3546 5 2 0 0 0.19912 0.19978 0 1.5822 0.4985 5 2 13 1 +46 0 0.1996 0.19978 0.19959 0.935 0.3707 5 2 2 0 0.19913 0.19978 0 1.5685 0.4958 5 2 13 1 +47 0 0.19947 0.19978 0.0998 0.9246 0.3641 5 2 2 0 0.19914 0.19978 0 1.555 0.493 5 2 13 1 +48 0 0.19948 0.19978 0.09978 0.9198 0.3648 5 2 1 0 0.19914 0.19978 0 1.5421 0.4904 5 2 13 1 +49 0 0.1996 0.19978 0.19953 0.9256 0.3655 5 2 1 0 0.19915 0.19978 0 1.5297 0.4879 5 2 13 1 +50 0 0.0998 0.09989 0.09973 0.4735 0.1871 2 1 1 0 0.09961 0.09989 0 0.7429 0.24 2 1 8 0 diff --git a/Seminar/10gen/10_run_pyramid_9/aggregated_best_fitness.tsv b/Seminar/10gen/10_run_pyramid_9/aggregated_best_fitness.tsv new file mode 100644 index 0000000..f94acfd --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_9/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13754661817 +Wall Time (ms): 4368 +CPU Cycles: 7759402732698576 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32747520 +2 351 34369536 +3 613 34910208 +4 848 35721216 +5 1071 36241408 +6 1312 37056512 +7 1489 37437440 +8 1646 37953536 +9 1833 38756352 +10 1960 39858176 +11 2025 39903232 +12 2208 39972864 +13 2342 40595456 +14 2434 41279488 +15 2527 42168320 +16 2654 42934272 +17 2722 43081728 +18 2811 43429888 +19 2886 44097536 +20 2954 44486656 +21 3021 44290048 +22 3127 44228608 +23 3209 45006848 +24 3262 45719552 +25 3316 46862336 +26 3364 47599616 +27 3431 47902720 +28 3493 48791552 +29 3544 49152000 +30 3583 50020352 +31 3613 49573888 +32 3672 50053120 +33 3713 50237440 +34 3753 51245056 +35 3788 51744768 +36 3825 51843072 +37 3858 51912704 +38 3886 52260864 +39 3915 52760576 +40 3944 53100544 +41 3969 53637120 +42 4010 53948416 +43 4037 54374400 +44 4064 54943744 +45 4094 55361536 +46 4123 55943168 +47 4151 56082432 +48 4180 57339904 +49 4206 57348096 +50 4237 57405440 +51 4268 57061376 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13754661817 +Wall Time (ms): 4318 +CPU Cycles: 7759402732698576 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32747520 +2 351 34369536 +3 613 34910208 +4 848 35721216 +5 1071 36241408 +6 1312 37056512 +7 1489 37437440 +8 1646 37953536 +9 1833 38756352 +10 1960 39858176 +11 2025 39903232 +12 2208 39972864 +13 2342 40595456 +14 2434 41279488 +15 2527 42168320 +16 2654 42934272 +17 2722 43081728 +18 2811 43429888 +19 2886 44097536 +20 2954 44486656 +21 3021 44290048 +22 3127 44228608 +23 3209 45006848 +24 3262 45719552 +25 3316 46862336 +26 3364 47599616 +27 3431 47902720 +28 3493 48791552 +29 3544 49152000 +30 3583 50020352 +31 3613 49573888 +32 3672 50053120 +33 3713 50237440 +34 3753 51245056 +35 3788 51744768 +36 3825 51843072 +37 3858 51912704 +38 3886 52260864 +39 3915 52760576 +40 3944 53100544 +41 3969 53637120 +42 4010 53948416 +43 4037 54374400 +44 4064 54943744 +45 4094 55361536 +46 4123 55943168 +47 4151 56082432 +48 4180 57339904 +49 4206 57348096 +50 4237 57405440 +51 4268 57061376 +Hits Total +2591 2810 +Percent Hit: 92.2064% +Fitness +0.998928 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1042 95 1549 124 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9718 0.9989 0 17.239 3.317 11 3 83 6 0.9718 0.9989 0 17.239 3.317 11 3 83 6 +1 0 0.9905 0.9989 0 16.379 3.511 11 3 44 6 0.9811 0.9989 0 16.809 3.414 11 3 83 6 +2 0 0.9942 0.9989 0 15.512 3.615 11 3 20 9 0.9855 0.9989 0 16.377 3.481 11 3 83 6 +3 0 0.993 0.9989 0 14.886 3.589 11 3 55 9 0.9874 0.9989 0 16.004 3.508 11 3 83 6 +4 0 0.9818 0.9989 0 14.58 3.586 11 3 19 5 0.9863 0.9989 0 15.719 3.524 11 3 83 6 +5 0 0.9942 0.9989 0 13.231 3.471 11 3 36 10 0.9876 0.9989 0 15.305 3.515 11 3 83 6 +6 0 0.9955 0.9989 0 12.422 3.351 11 3 16 6 0.9887 0.9989 0 14.893 3.492 11 3 83 6 +7 0 0.998 0.9989 0.9979 11.551 3.235 11 3 72 10 0.9899 0.9989 0 14.475 3.46 11 3 83 6 +8 0 0.9942 0.9989 0 10.571 3.084 11 3 21 6 0.9904 0.9989 0 14.041 3.418 11 3 83 6 +9 0 0.9955 0.9989 0 10.334 3.011 11 3 15 5 0.9909 0.9989 0 13.671 3.377 11 3 83 6 +10 0 0.998 0.9989 0.9978 9.53 2.934 11 3 9 4 0.9915 0.9989 0 13.294 3.337 11 3 83 6 +11 0 0.998 0.9989 0.998 9.464 2.987 11 3 9 4 0.9921 0.9989 0 12.975 3.308 11 3 83 6 +12 0 0.9967 0.9989 0 8.307 2.715 11 3 32 9 0.9924 0.9989 0 12.616 3.262 11 3 83 6 +13 0 0.998 0.9989 0.998 8.06 2.674 11 3 7 3 0.9928 0.9989 0 12.291 3.22 11 3 83 6 +14 0 0.9967 0.9989 0 8.254 2.669 11 3 9 5 0.9931 0.9989 0 12.021 3.183 11 3 83 6 +15 0 0.9967 0.9989 0 8.11 2.621 11 3 30 10 0.9933 0.9989 0 11.777 3.148 11 3 83 6 +16 0 0.998 0.9989 0.9976 7.599 2.551 11 3 3 1 0.9936 0.9989 0 11.531 3.113 11 3 83 6 +17 0 0.998 0.9989 0.9972 7.625 2.618 11 3 7 3 0.9938 0.9989 0 11.314 3.086 11 3 83 6 +18 0 0.9967 0.9989 0 7.244 2.519 11 3 6 3 0.994 0.9989 0 11.1 3.056 11 3 83 6 +19 0 0.998 0.9989 0.9978 7.27 2.515 11 3 6 3 0.9942 0.9989 0 10.908 3.029 11 3 83 6 +20 0 0.9942 0.9989 0 7.013 2.51 13 4 17 8 0.9942 0.9989 0 10.723 3.004 13 4 83 6 +21 0 0.9967 0.9989 0 6.93 2.509 13 4 13 7 0.9943 0.9989 0 10.551 2.981 13 4 83 6 +22 0 0.9967 0.9989 0 6.522 2.377 13 4 29 8 0.9944 0.9989 0 10.375 2.955 13 4 83 6 +23 0 0.998 0.9989 0.9978 6.346 2.334 13 4 5 2 0.9946 0.9989 0 10.207 2.929 13 4 83 6 +24 0 0.998 0.9989 0.9978 6.431 2.415 13 4 5 2 0.9947 0.9989 0 10.056 2.909 13 4 83 6 +25 0 0.998 0.9989 0.9977 6.457 2.391 13 4 4 2 0.9948 0.9989 0 9.918 2.889 13 4 83 6 +26 0 0.9967 0.9989 0 6.124 2.335 13 4 60 9 0.9949 0.9989 0 9.777 2.868 13 4 83 6 +27 0 0.998 0.9989 0.9972 6.004 2.3 13 4 50 12 0.995 0.9989 0 9.643 2.848 13 4 83 6 +28 0 0.998 0.9989 0.9978 5.635 2.18 13 4 3 1 0.9951 0.9989 0 9.505 2.825 13 4 83 6 +29 0 0.998 0.9989 0.9977 5.404 2.083 13 4 15 5 0.9952 0.9989 0 9.368 2.8 13 4 83 6 +30 0 0.998 0.9989 0.9773 5.599 2.191 13 4 21 7 0.9953 0.9989 0 9.246 2.781 13 4 83 6 +31 0 0.998 0.9989 0.9773 5.439 2.134 13 4 21 7 0.9954 0.9989 0 9.127 2.76 13 4 83 6 +32 0 0.998 0.9989 0.9972 5.508 2.194 20 9 20 4 0.9955 0.9989 0 9.018 2.743 20 9 83 6 +33 0 0.998 0.9989 0.9977 4.949 1.942 27 12 15 5 0.9955 0.9989 0 8.898 2.72 27 12 83 6 +34 0 0.9967 0.9989 0 4.991 1.959 27 12 13 5 0.9956 0.9989 0 8.786 2.698 27 12 83 6 +35 0 0.9955 0.9989 0 5.045 1.979 27 12 14 5 0.9956 0.9989 0 8.682 2.678 27 12 83 6 +36 0 0.998 0.9989 0.9979 4.894 1.923 27 12 20 6 0.9956 0.9989 0 8.58 2.658 27 12 83 6 +37 0 0.9967 0.9989 0 4.815 1.903 27 12 12 5 0.9957 0.9989 0 8.481 2.638 27 12 83 6 +38 0 0.998 0.9989 0.998 4.701 1.853 27 12 4 2 0.9957 0.9989 0 8.384 2.618 27 12 83 6 +39 0 0.9955 0.9989 0 4.402 1.739 27 12 11 5 0.9957 0.9989 0 8.284 2.596 27 12 83 6 +40 0 0.998 0.9989 0.998 4.228 1.67 27 12 5 2 0.9958 0.9989 0 8.185 2.573 27 12 83 6 +41 0 0.998 0.9989 0.9977 4.237 1.653 27 12 5 2 0.9958 0.9989 0 8.091 2.551 27 12 83 6 +42 0 0.9967 0.9989 0 4.234 1.647 27 12 6 3 0.9958 0.9989 0 8.002 2.53 27 12 83 6 +43 0 0.9955 0.9989 0 4.156 1.603 27 12 9 4 0.9958 0.9989 0 7.914 2.509 27 12 83 6 +44 0 0.998 0.9989 0.9977 4.254 1.629 27 12 8 3 0.9959 0.9989 0 7.833 2.489 27 12 83 6 +45 0 0.998 0.9989 0.9978 4.186 1.63 27 12 5 2 0.9959 0.9989 0 7.754 2.471 27 12 83 6 +46 0 0.998 0.9989 0.9979 4.311 1.711 27 12 11 3 0.996 0.9989 0 7.681 2.455 27 12 83 6 +47 0 0.9967 0.9989 0 4.268 1.679 27 12 14 6 0.996 0.9989 0 7.609 2.438 27 12 83 6 +48 0 0.998 0.9989 0.9978 4.383 1.721 27 12 7 3 0.996 0.9989 0 7.544 2.424 27 12 83 6 +49 0 0.998 0.9989 0.9973 4.485 1.76 27 12 12 4 0.9961 0.9989 0 7.482 2.41 27 12 83 6 +50 0 0.998 0.9989 0.9973 4.735 1.871 27 12 14 5 0.9961 0.9989 0 7.429 2.4 27 12 83 6 diff --git a/Seminar/10gen/10_run_pyramid_9/aggregated_best_generations.tsv b/Seminar/10gen/10_run_pyramid_9/aggregated_best_generations.tsv new file mode 100644 index 0000000..f94acfd --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_9/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13754661817 +Wall Time (ms): 4368 +CPU Cycles: 7759402732698576 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32747520 +2 351 34369536 +3 613 34910208 +4 848 35721216 +5 1071 36241408 +6 1312 37056512 +7 1489 37437440 +8 1646 37953536 +9 1833 38756352 +10 1960 39858176 +11 2025 39903232 +12 2208 39972864 +13 2342 40595456 +14 2434 41279488 +15 2527 42168320 +16 2654 42934272 +17 2722 43081728 +18 2811 43429888 +19 2886 44097536 +20 2954 44486656 +21 3021 44290048 +22 3127 44228608 +23 3209 45006848 +24 3262 45719552 +25 3316 46862336 +26 3364 47599616 +27 3431 47902720 +28 3493 48791552 +29 3544 49152000 +30 3583 50020352 +31 3613 49573888 +32 3672 50053120 +33 3713 50237440 +34 3753 51245056 +35 3788 51744768 +36 3825 51843072 +37 3858 51912704 +38 3886 52260864 +39 3915 52760576 +40 3944 53100544 +41 3969 53637120 +42 4010 53948416 +43 4037 54374400 +44 4064 54943744 +45 4094 55361536 +46 4123 55943168 +47 4151 56082432 +48 4180 57339904 +49 4206 57348096 +50 4237 57405440 +51 4268 57061376 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13754661817 +Wall Time (ms): 4318 +CPU Cycles: 7759402732698576 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32747520 +2 351 34369536 +3 613 34910208 +4 848 35721216 +5 1071 36241408 +6 1312 37056512 +7 1489 37437440 +8 1646 37953536 +9 1833 38756352 +10 1960 39858176 +11 2025 39903232 +12 2208 39972864 +13 2342 40595456 +14 2434 41279488 +15 2527 42168320 +16 2654 42934272 +17 2722 43081728 +18 2811 43429888 +19 2886 44097536 +20 2954 44486656 +21 3021 44290048 +22 3127 44228608 +23 3209 45006848 +24 3262 45719552 +25 3316 46862336 +26 3364 47599616 +27 3431 47902720 +28 3493 48791552 +29 3544 49152000 +30 3583 50020352 +31 3613 49573888 +32 3672 50053120 +33 3713 50237440 +34 3753 51245056 +35 3788 51744768 +36 3825 51843072 +37 3858 51912704 +38 3886 52260864 +39 3915 52760576 +40 3944 53100544 +41 3969 53637120 +42 4010 53948416 +43 4037 54374400 +44 4064 54943744 +45 4094 55361536 +46 4123 55943168 +47 4151 56082432 +48 4180 57339904 +49 4206 57348096 +50 4237 57405440 +51 4268 57061376 +Hits Total +2591 2810 +Percent Hit: 92.2064% +Fitness +0.998928 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1042 95 1549 124 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9718 0.9989 0 17.239 3.317 11 3 83 6 0.9718 0.9989 0 17.239 3.317 11 3 83 6 +1 0 0.9905 0.9989 0 16.379 3.511 11 3 44 6 0.9811 0.9989 0 16.809 3.414 11 3 83 6 +2 0 0.9942 0.9989 0 15.512 3.615 11 3 20 9 0.9855 0.9989 0 16.377 3.481 11 3 83 6 +3 0 0.993 0.9989 0 14.886 3.589 11 3 55 9 0.9874 0.9989 0 16.004 3.508 11 3 83 6 +4 0 0.9818 0.9989 0 14.58 3.586 11 3 19 5 0.9863 0.9989 0 15.719 3.524 11 3 83 6 +5 0 0.9942 0.9989 0 13.231 3.471 11 3 36 10 0.9876 0.9989 0 15.305 3.515 11 3 83 6 +6 0 0.9955 0.9989 0 12.422 3.351 11 3 16 6 0.9887 0.9989 0 14.893 3.492 11 3 83 6 +7 0 0.998 0.9989 0.9979 11.551 3.235 11 3 72 10 0.9899 0.9989 0 14.475 3.46 11 3 83 6 +8 0 0.9942 0.9989 0 10.571 3.084 11 3 21 6 0.9904 0.9989 0 14.041 3.418 11 3 83 6 +9 0 0.9955 0.9989 0 10.334 3.011 11 3 15 5 0.9909 0.9989 0 13.671 3.377 11 3 83 6 +10 0 0.998 0.9989 0.9978 9.53 2.934 11 3 9 4 0.9915 0.9989 0 13.294 3.337 11 3 83 6 +11 0 0.998 0.9989 0.998 9.464 2.987 11 3 9 4 0.9921 0.9989 0 12.975 3.308 11 3 83 6 +12 0 0.9967 0.9989 0 8.307 2.715 11 3 32 9 0.9924 0.9989 0 12.616 3.262 11 3 83 6 +13 0 0.998 0.9989 0.998 8.06 2.674 11 3 7 3 0.9928 0.9989 0 12.291 3.22 11 3 83 6 +14 0 0.9967 0.9989 0 8.254 2.669 11 3 9 5 0.9931 0.9989 0 12.021 3.183 11 3 83 6 +15 0 0.9967 0.9989 0 8.11 2.621 11 3 30 10 0.9933 0.9989 0 11.777 3.148 11 3 83 6 +16 0 0.998 0.9989 0.9976 7.599 2.551 11 3 3 1 0.9936 0.9989 0 11.531 3.113 11 3 83 6 +17 0 0.998 0.9989 0.9972 7.625 2.618 11 3 7 3 0.9938 0.9989 0 11.314 3.086 11 3 83 6 +18 0 0.9967 0.9989 0 7.244 2.519 11 3 6 3 0.994 0.9989 0 11.1 3.056 11 3 83 6 +19 0 0.998 0.9989 0.9978 7.27 2.515 11 3 6 3 0.9942 0.9989 0 10.908 3.029 11 3 83 6 +20 0 0.9942 0.9989 0 7.013 2.51 13 4 17 8 0.9942 0.9989 0 10.723 3.004 13 4 83 6 +21 0 0.9967 0.9989 0 6.93 2.509 13 4 13 7 0.9943 0.9989 0 10.551 2.981 13 4 83 6 +22 0 0.9967 0.9989 0 6.522 2.377 13 4 29 8 0.9944 0.9989 0 10.375 2.955 13 4 83 6 +23 0 0.998 0.9989 0.9978 6.346 2.334 13 4 5 2 0.9946 0.9989 0 10.207 2.929 13 4 83 6 +24 0 0.998 0.9989 0.9978 6.431 2.415 13 4 5 2 0.9947 0.9989 0 10.056 2.909 13 4 83 6 +25 0 0.998 0.9989 0.9977 6.457 2.391 13 4 4 2 0.9948 0.9989 0 9.918 2.889 13 4 83 6 +26 0 0.9967 0.9989 0 6.124 2.335 13 4 60 9 0.9949 0.9989 0 9.777 2.868 13 4 83 6 +27 0 0.998 0.9989 0.9972 6.004 2.3 13 4 50 12 0.995 0.9989 0 9.643 2.848 13 4 83 6 +28 0 0.998 0.9989 0.9978 5.635 2.18 13 4 3 1 0.9951 0.9989 0 9.505 2.825 13 4 83 6 +29 0 0.998 0.9989 0.9977 5.404 2.083 13 4 15 5 0.9952 0.9989 0 9.368 2.8 13 4 83 6 +30 0 0.998 0.9989 0.9773 5.599 2.191 13 4 21 7 0.9953 0.9989 0 9.246 2.781 13 4 83 6 +31 0 0.998 0.9989 0.9773 5.439 2.134 13 4 21 7 0.9954 0.9989 0 9.127 2.76 13 4 83 6 +32 0 0.998 0.9989 0.9972 5.508 2.194 20 9 20 4 0.9955 0.9989 0 9.018 2.743 20 9 83 6 +33 0 0.998 0.9989 0.9977 4.949 1.942 27 12 15 5 0.9955 0.9989 0 8.898 2.72 27 12 83 6 +34 0 0.9967 0.9989 0 4.991 1.959 27 12 13 5 0.9956 0.9989 0 8.786 2.698 27 12 83 6 +35 0 0.9955 0.9989 0 5.045 1.979 27 12 14 5 0.9956 0.9989 0 8.682 2.678 27 12 83 6 +36 0 0.998 0.9989 0.9979 4.894 1.923 27 12 20 6 0.9956 0.9989 0 8.58 2.658 27 12 83 6 +37 0 0.9967 0.9989 0 4.815 1.903 27 12 12 5 0.9957 0.9989 0 8.481 2.638 27 12 83 6 +38 0 0.998 0.9989 0.998 4.701 1.853 27 12 4 2 0.9957 0.9989 0 8.384 2.618 27 12 83 6 +39 0 0.9955 0.9989 0 4.402 1.739 27 12 11 5 0.9957 0.9989 0 8.284 2.596 27 12 83 6 +40 0 0.998 0.9989 0.998 4.228 1.67 27 12 5 2 0.9958 0.9989 0 8.185 2.573 27 12 83 6 +41 0 0.998 0.9989 0.9977 4.237 1.653 27 12 5 2 0.9958 0.9989 0 8.091 2.551 27 12 83 6 +42 0 0.9967 0.9989 0 4.234 1.647 27 12 6 3 0.9958 0.9989 0 8.002 2.53 27 12 83 6 +43 0 0.9955 0.9989 0 4.156 1.603 27 12 9 4 0.9958 0.9989 0 7.914 2.509 27 12 83 6 +44 0 0.998 0.9989 0.9977 4.254 1.629 27 12 8 3 0.9959 0.9989 0 7.833 2.489 27 12 83 6 +45 0 0.998 0.9989 0.9978 4.186 1.63 27 12 5 2 0.9959 0.9989 0 7.754 2.471 27 12 83 6 +46 0 0.998 0.9989 0.9979 4.311 1.711 27 12 11 3 0.996 0.9989 0 7.681 2.455 27 12 83 6 +47 0 0.9967 0.9989 0 4.268 1.679 27 12 14 6 0.996 0.9989 0 7.609 2.438 27 12 83 6 +48 0 0.998 0.9989 0.9978 4.383 1.721 27 12 7 3 0.996 0.9989 0 7.544 2.424 27 12 83 6 +49 0 0.998 0.9989 0.9973 4.485 1.76 27 12 12 4 0.9961 0.9989 0 7.482 2.41 27 12 83 6 +50 0 0.998 0.9989 0.9973 4.735 1.871 27 12 14 5 0.9961 0.9989 0 7.429 2.4 27 12 83 6 diff --git a/Seminar/10gen/10_run_pyramid_9/aggregated_best_hits.tsv b/Seminar/10gen/10_run_pyramid_9/aggregated_best_hits.tsv new file mode 100644 index 0000000..f94acfd --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_9/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +Timer Name Value +CPU Time (ns): 13754661817 +Wall Time (ms): 4368 +CPU Cycles: 7759402732698576 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32747520 +2 351 34369536 +3 613 34910208 +4 848 35721216 +5 1071 36241408 +6 1312 37056512 +7 1489 37437440 +8 1646 37953536 +9 1833 38756352 +10 1960 39858176 +11 2025 39903232 +12 2208 39972864 +13 2342 40595456 +14 2434 41279488 +15 2527 42168320 +16 2654 42934272 +17 2722 43081728 +18 2811 43429888 +19 2886 44097536 +20 2954 44486656 +21 3021 44290048 +22 3127 44228608 +23 3209 45006848 +24 3262 45719552 +25 3316 46862336 +26 3364 47599616 +27 3431 47902720 +28 3493 48791552 +29 3544 49152000 +30 3583 50020352 +31 3613 49573888 +32 3672 50053120 +33 3713 50237440 +34 3753 51245056 +35 3788 51744768 +36 3825 51843072 +37 3858 51912704 +38 3886 52260864 +39 3915 52760576 +40 3944 53100544 +41 3969 53637120 +42 4010 53948416 +43 4037 54374400 +44 4064 54943744 +45 4094 55361536 +46 4123 55943168 +47 4151 56082432 +48 4180 57339904 +49 4206 57348096 +50 4237 57405440 +51 4268 57061376 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 13754661817 +Wall Time (ms): 4318 +CPU Cycles: 7759402732698576 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32747520 +2 351 34369536 +3 613 34910208 +4 848 35721216 +5 1071 36241408 +6 1312 37056512 +7 1489 37437440 +8 1646 37953536 +9 1833 38756352 +10 1960 39858176 +11 2025 39903232 +12 2208 39972864 +13 2342 40595456 +14 2434 41279488 +15 2527 42168320 +16 2654 42934272 +17 2722 43081728 +18 2811 43429888 +19 2886 44097536 +20 2954 44486656 +21 3021 44290048 +22 3127 44228608 +23 3209 45006848 +24 3262 45719552 +25 3316 46862336 +26 3364 47599616 +27 3431 47902720 +28 3493 48791552 +29 3544 49152000 +30 3583 50020352 +31 3613 49573888 +32 3672 50053120 +33 3713 50237440 +34 3753 51245056 +35 3788 51744768 +36 3825 51843072 +37 3858 51912704 +38 3886 52260864 +39 3915 52760576 +40 3944 53100544 +41 3969 53637120 +42 4010 53948416 +43 4037 54374400 +44 4064 54943744 +45 4094 55361536 +46 4123 55943168 +47 4151 56082432 +48 4180 57339904 +49 4206 57348096 +50 4237 57405440 +51 4268 57061376 +Hits Total +2591 2810 +Percent Hit: 92.2064% +Fitness +0.998928 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1042 95 1549 124 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9718 0.9989 0 17.239 3.317 11 3 83 6 0.9718 0.9989 0 17.239 3.317 11 3 83 6 +1 0 0.9905 0.9989 0 16.379 3.511 11 3 44 6 0.9811 0.9989 0 16.809 3.414 11 3 83 6 +2 0 0.9942 0.9989 0 15.512 3.615 11 3 20 9 0.9855 0.9989 0 16.377 3.481 11 3 83 6 +3 0 0.993 0.9989 0 14.886 3.589 11 3 55 9 0.9874 0.9989 0 16.004 3.508 11 3 83 6 +4 0 0.9818 0.9989 0 14.58 3.586 11 3 19 5 0.9863 0.9989 0 15.719 3.524 11 3 83 6 +5 0 0.9942 0.9989 0 13.231 3.471 11 3 36 10 0.9876 0.9989 0 15.305 3.515 11 3 83 6 +6 0 0.9955 0.9989 0 12.422 3.351 11 3 16 6 0.9887 0.9989 0 14.893 3.492 11 3 83 6 +7 0 0.998 0.9989 0.9979 11.551 3.235 11 3 72 10 0.9899 0.9989 0 14.475 3.46 11 3 83 6 +8 0 0.9942 0.9989 0 10.571 3.084 11 3 21 6 0.9904 0.9989 0 14.041 3.418 11 3 83 6 +9 0 0.9955 0.9989 0 10.334 3.011 11 3 15 5 0.9909 0.9989 0 13.671 3.377 11 3 83 6 +10 0 0.998 0.9989 0.9978 9.53 2.934 11 3 9 4 0.9915 0.9989 0 13.294 3.337 11 3 83 6 +11 0 0.998 0.9989 0.998 9.464 2.987 11 3 9 4 0.9921 0.9989 0 12.975 3.308 11 3 83 6 +12 0 0.9967 0.9989 0 8.307 2.715 11 3 32 9 0.9924 0.9989 0 12.616 3.262 11 3 83 6 +13 0 0.998 0.9989 0.998 8.06 2.674 11 3 7 3 0.9928 0.9989 0 12.291 3.22 11 3 83 6 +14 0 0.9967 0.9989 0 8.254 2.669 11 3 9 5 0.9931 0.9989 0 12.021 3.183 11 3 83 6 +15 0 0.9967 0.9989 0 8.11 2.621 11 3 30 10 0.9933 0.9989 0 11.777 3.148 11 3 83 6 +16 0 0.998 0.9989 0.9976 7.599 2.551 11 3 3 1 0.9936 0.9989 0 11.531 3.113 11 3 83 6 +17 0 0.998 0.9989 0.9972 7.625 2.618 11 3 7 3 0.9938 0.9989 0 11.314 3.086 11 3 83 6 +18 0 0.9967 0.9989 0 7.244 2.519 11 3 6 3 0.994 0.9989 0 11.1 3.056 11 3 83 6 +19 0 0.998 0.9989 0.9978 7.27 2.515 11 3 6 3 0.9942 0.9989 0 10.908 3.029 11 3 83 6 +20 0 0.9942 0.9989 0 7.013 2.51 13 4 17 8 0.9942 0.9989 0 10.723 3.004 13 4 83 6 +21 0 0.9967 0.9989 0 6.93 2.509 13 4 13 7 0.9943 0.9989 0 10.551 2.981 13 4 83 6 +22 0 0.9967 0.9989 0 6.522 2.377 13 4 29 8 0.9944 0.9989 0 10.375 2.955 13 4 83 6 +23 0 0.998 0.9989 0.9978 6.346 2.334 13 4 5 2 0.9946 0.9989 0 10.207 2.929 13 4 83 6 +24 0 0.998 0.9989 0.9978 6.431 2.415 13 4 5 2 0.9947 0.9989 0 10.056 2.909 13 4 83 6 +25 0 0.998 0.9989 0.9977 6.457 2.391 13 4 4 2 0.9948 0.9989 0 9.918 2.889 13 4 83 6 +26 0 0.9967 0.9989 0 6.124 2.335 13 4 60 9 0.9949 0.9989 0 9.777 2.868 13 4 83 6 +27 0 0.998 0.9989 0.9972 6.004 2.3 13 4 50 12 0.995 0.9989 0 9.643 2.848 13 4 83 6 +28 0 0.998 0.9989 0.9978 5.635 2.18 13 4 3 1 0.9951 0.9989 0 9.505 2.825 13 4 83 6 +29 0 0.998 0.9989 0.9977 5.404 2.083 13 4 15 5 0.9952 0.9989 0 9.368 2.8 13 4 83 6 +30 0 0.998 0.9989 0.9773 5.599 2.191 13 4 21 7 0.9953 0.9989 0 9.246 2.781 13 4 83 6 +31 0 0.998 0.9989 0.9773 5.439 2.134 13 4 21 7 0.9954 0.9989 0 9.127 2.76 13 4 83 6 +32 0 0.998 0.9989 0.9972 5.508 2.194 20 9 20 4 0.9955 0.9989 0 9.018 2.743 20 9 83 6 +33 0 0.998 0.9989 0.9977 4.949 1.942 27 12 15 5 0.9955 0.9989 0 8.898 2.72 27 12 83 6 +34 0 0.9967 0.9989 0 4.991 1.959 27 12 13 5 0.9956 0.9989 0 8.786 2.698 27 12 83 6 +35 0 0.9955 0.9989 0 5.045 1.979 27 12 14 5 0.9956 0.9989 0 8.682 2.678 27 12 83 6 +36 0 0.998 0.9989 0.9979 4.894 1.923 27 12 20 6 0.9956 0.9989 0 8.58 2.658 27 12 83 6 +37 0 0.9967 0.9989 0 4.815 1.903 27 12 12 5 0.9957 0.9989 0 8.481 2.638 27 12 83 6 +38 0 0.998 0.9989 0.998 4.701 1.853 27 12 4 2 0.9957 0.9989 0 8.384 2.618 27 12 83 6 +39 0 0.9955 0.9989 0 4.402 1.739 27 12 11 5 0.9957 0.9989 0 8.284 2.596 27 12 83 6 +40 0 0.998 0.9989 0.998 4.228 1.67 27 12 5 2 0.9958 0.9989 0 8.185 2.573 27 12 83 6 +41 0 0.998 0.9989 0.9977 4.237 1.653 27 12 5 2 0.9958 0.9989 0 8.091 2.551 27 12 83 6 +42 0 0.9967 0.9989 0 4.234 1.647 27 12 6 3 0.9958 0.9989 0 8.002 2.53 27 12 83 6 +43 0 0.9955 0.9989 0 4.156 1.603 27 12 9 4 0.9958 0.9989 0 7.914 2.509 27 12 83 6 +44 0 0.998 0.9989 0.9977 4.254 1.629 27 12 8 3 0.9959 0.9989 0 7.833 2.489 27 12 83 6 +45 0 0.998 0.9989 0.9978 4.186 1.63 27 12 5 2 0.9959 0.9989 0 7.754 2.471 27 12 83 6 +46 0 0.998 0.9989 0.9979 4.311 1.711 27 12 11 3 0.996 0.9989 0 7.681 2.455 27 12 83 6 +47 0 0.9967 0.9989 0 4.268 1.679 27 12 14 6 0.996 0.9989 0 7.609 2.438 27 12 83 6 +48 0 0.998 0.9989 0.9978 4.383 1.721 27 12 7 3 0.996 0.9989 0 7.544 2.424 27 12 83 6 +49 0 0.998 0.9989 0.9973 4.485 1.76 27 12 12 4 0.9961 0.9989 0 7.482 2.41 27 12 83 6 +50 0 0.998 0.9989 0.9973 4.735 1.871 27 12 14 5 0.9961 0.9989 0 7.429 2.4 27 12 83 6 diff --git a/Seminar/10gen/10_run_pyramid_9/aggregated_fn.tsv b/Seminar/10gen/10_run_pyramid_9/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_9/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/10_run_pyramid_9/aggregated_runs.tsv b/Seminar/10gen/10_run_pyramid_9/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/10_run_pyramid_9/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/120_run_pyramid/aggregated.tsv b/Seminar/10gen/120_run_pyramid/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/120_run_pyramid/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/120_run_pyramid/aggregated_all.tsv b/Seminar/10gen/120_run_pyramid/aggregated_all.tsv new file mode 100644 index 0000000..6329ddd --- /dev/null +++ b/Seminar/10gen/120_run_pyramid/aggregated_all.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 94 +6 94 +7 94 +8 94 +9 94 +10 75 +11 75 +12 75 +13 75 +14 75 +15 59 +16 59 +17 59 +18 59 +19 59 +20 47 +21 47 +22 47 +23 47 +24 47 +25 0 +26 0 +27 0 +28 0 +29 0 +Timer Name Value +CPU Time (ns): 1157291001460 +Wall Time (ms): 130431 +CPU Cycles: 263273641810152294 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 3820888064 +2 10751 3981623296 +3 16854 4052094976 +4 23458 4133130240 +5 29320 4219006976 +6 35058 4288561152 +7 40285 4364636160 +8 44870 4433899520 +9 48755 4516696064 +10 51901 4581277696 +11 54089 4659744768 +12 64779 3694419968 +13 68075 3745370112 +14 70843 3799302144 +15 73459 3848605696 +16 76001 3889889280 +17 78457 3945693184 +18 80206 3989794816 +19 81808 4034707456 +20 83140 4083802112 +21 84414 4134301696 +22 91099 3327340544 +23 93235 3365052416 +24 95400 3405725696 +25 97384 3438665728 +26 99212 3474075648 +27 100601 3509518336 +28 101905 3543330816 +29 103054 3576389632 +30 103850 3610841088 +31 104532 3643375616 +32 107965 2884214784 +33 108967 2909831168 +34 110111 2933903360 +35 111435 2960367616 +36 112776 2989187072 +37 114051 3016388608 +38 115316 3037163520 +39 116482 3063119872 +40 117400 3083300864 +41 118018 3109318656 +42 120390 2492235776 +43 121426 2513502208 +44 122525 2530791424 +45 123570 2555412480 +46 124584 2576601088 +47 125618 2595803136 +48 126561 2615328768 +49 127342 2635440128 +50 127933 2655240192 +51 128323 2672050176 +Aggregation Count: 120 +Timer Name Value +CPU Time (ns): 9644091678 +Wall Time (ms): 33109 +CPU Cycles: 2193947015084602 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 31840733 +2 10751 33180194 +3 16854 33767458 +4 23458 34442752 +5 29320 35158391 +6 35058 35738009 +7 40285 36371968 +8 44870 36949162 +9 48755 37639133 +10 51901 38177314 +11 54089 38831206 +12 64779 39302340 +13 68075 39844362 +14 70843 40418107 +15 73459 40942613 +16 76001 41381800 +17 78457 41975459 +18 80206 42444625 +19 81808 42922419 +20 83140 43444703 +21 84414 43981932 +22 91099 44364540 +23 93235 44867365 +24 95400 45409675 +25 97384 45848876 +26 99212 46321008 +27 100601 46793577 +28 101905 47244410 +29 103054 47685195 +30 103850 48144547 +31 104532 48578341 +32 107965 48884996 +33 108967 49319172 +34 110111 49727175 +35 111435 50175722 +36 112776 50664187 +37 114051 51125230 +38 115316 51477347 +39 116482 51917285 +40 117400 52259336 +41 118018 52700316 +42 120390 53026293 +43 121426 53478770 +44 122525 53846626 +45 123570 54370478 +46 124584 54821299 +47 125618 55229853 +48 126561 55645292 +49 127342 56073194 +50 127933 56494472 +51 128323 56852131 +Hits Total +2185 2810 +Percent Hit: 77.758% +Fitness +0.998702 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +880 249 1305 375 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.959866 0.998387 0 17.4501 3.33939 26 4 41 5 0.959866 0.998387 0 17.4501 3.33939 26 4 41 5 +1 0 0.991423 0.998468 0 15.4018 3.37937 27 4 38 6 0.975647 0.998468 0 16.4259 3.35934 27 4 41 5 +2 0 0.992248 0.998544 0.008315 14.6618 3.43168 26 4 35 6 0.981179 0.998544 0 15.8379 3.38348 26 4 41 5 +3 0 0.993367 0.998579 0.0234942 13.956 3.44644 26 4 37 6 0.984226 0.998579 0 15.3674 3.39924 26 4 41 5 +4 0 0.993851 0.998597 0.0415383 13.3471 3.43697 24 4 35 6 0.986154 0.998597 0 14.9634 3.40676 24 4 41 5 +5 0 0.994403 0.998626 0.0747933 12.6355 3.39302 24 4 33 6 0.987527 0.998626 0 14.5754 3.40447 24 4 41 5 +6 0 0.994936 0.998639 0.0828542 12.0824 3.35796 24 4 32 6 0.98859 0.998639 0 14.2192 3.39789 24 4 41 5 +7 0 0.995055 0.998656 0.124641 11.5678 3.31455 23 4 31 6 0.989392 0.998656 0 13.8878 3.38746 23 4 41 5 +8 0 0.995468 0.998663 0.182525 11.1563 3.27512 22 4 32 7 0.99007 0.998663 0 13.5843 3.37495 22 4 41 5 +9 0 0.995449 0.998675 0.0996775 10.6789 3.20908 22 4 31 7 0.990603 0.998675 0 13.2938 3.35836 22 4 41 5 +10 0 0.779945 0.782344 0.113598 8.17021 2.48838 17 3 26 5 0.776344 0.782344 0 10.2973 2.63088 17 3 32 4 +11 0 0.77984 0.782346 0.132974 7.80785 2.43444 17 4 22 5 0.776638 0.782346 0 10.0898 2.61452 17 4 32 4 +12 0 0.78025 0.782347 0.182515 7.42728 2.36947 18 4 20 5 0.776915 0.782347 0 9.88505 2.59566 18 4 32 4 +13 0 0.780461 0.78235 0.224278 7.14364 2.32193 17 4 20 5 0.777163 0.78235 0 9.68922 2.5761 17 4 32 4 +14 0 0.780524 0.782352 0.224202 6.81567 2.25937 17 4 21 5 0.777391 0.782352 0 9.49763 2.55495 17 4 32 4 +15 0 0.780742 0.782356 0.307414 6.53023 2.19303 17 4 18 4 0.777601 0.782356 0 9.31217 2.53239 17 4 32 4 +16 0 0.780791 0.782357 0.307501 6.25871 2.13239 16 4 18 5 0.777787 0.782357 0 9.13257 2.50884 16 4 32 4 +17 0 0.780928 0.782357 0.373997 6.00802 2.07849 16 4 17 4 0.777964 0.782357 0 8.95901 2.48495 16 4 32 4 +18 0 0.780836 0.782357 0.274273 5.82641 2.03666 16 4 17 4 0.778109 0.782357 0 8.79413 2.46134 16 4 32 4 +19 0 0.780876 0.782357 0.307508 5.65073 1.99274 15 4 16 4 0.778246 0.782357 0 8.63694 2.43792 15 4 32 4 +20 0 0.623254 0.624238 0.332267 4.30148 1.53842 11 3 10 3 0.621095 0.624238 0 6.75361 1.92171 11 3 25 3 +21 0 0.623085 0.624238 0.290786 4.17975 1.50527 11 3 12 3 0.621185 0.624238 0 6.63661 1.90277 11 3 25 3 +22 0 0.623162 0.624238 0.332486 4.11279 1.48455 11 3 10 3 0.621268 0.624238 0 6.52687 1.88455 11 3 25 3 +23 0 0.623228 0.624241 0.323968 4.03136 1.46537 11 3 11 3 0.621348 0.624241 0 6.42292 1.86707 11 3 25 3 +24 0 0.623231 0.624241 0.331782 3.88115 1.42482 11 3 9 2 0.621423 0.624241 0 6.32124 1.84942 11 3 25 3 +25 0 0.623302 0.624241 0.331805 3.7639 1.3904 11 3 11 3 0.621499 0.624241 0 6.2229 1.83174 11 3 25 3 +26 0 0.623353 0.624241 0.389778 3.70585 1.37656 11 3 9 2 0.621566 0.624241 0 6.12964 1.81489 11 3 25 3 +27 0 0.623365 0.624241 0.398841 3.65143 1.36173 11 3 9 2 0.621633 0.624241 0 6.04112 1.7987 11 3 25 3 +28 0 0.623376 0.624241 0.365729 3.57974 1.33513 11 3 7 2 0.621692 0.624241 0 5.95627 1.78269 11 3 25 3 +29 0 0.623238 0.624241 0.307574 3.53468 1.32282 11 3 8 2 0.621739 0.624241 0 5.87557 1.7674 11 3 25 3 +30 0 0.490363 0.491081 0.282514 2.68914 1.01279 8 2 6 1 0.489141 0.491081 0 4.55258 1.37633 8 2 20 2 +31 0 0.490394 0.491082 0.299201 2.67567 1.00533 8 2 6 2 0.489177 0.491082 0 4.49389 1.36471 8 2 20 2 +32 0 0.490396 0.491083 0.315769 2.65533 0.996908 8 2 6 2 0.489219 0.491083 0 4.43822 1.35357 8 2 20 2 +33 0 0.490404 0.491083 0.31984 2.63794 0.990358 8 2 6 2 0.489254 0.491083 0 4.38524 1.34283 8 2 20 2 +34 0 0.490396 0.491085 0.307518 2.60531 0.982342 8 2 6 2 0.489282 0.491085 0 4.33444 1.33258 8 2 20 2 +35 0 0.490363 0.491085 0.30645 2.57601 0.973808 8 2 6 2 0.489314 0.491085 0 4.28557 1.3226 8 2 20 2 +36 0 0.490408 0.491085 0.315793 2.56708 0.975383 8 2 6 1 0.489342 0.491085 0 4.23908 1.3132 8 2 20 2 +37 0 0.490551 0.491085 0.390699 2.55127 0.96815 8 2 5 1 0.489372 0.491085 0 4.19471 1.30412 8 2 20 2 +38 0 0.490404 0.491086 0.332539 2.52529 0.961033 8 2 4 1 0.489401 0.491086 0 4.15188 1.29535 8 2 20 2 +39 0 0.490342 0.491086 0.299197 2.49076 0.95245 8 2 5 2 0.489428 0.491086 0 4.11035 1.28678 8 2 20 2 +40 0 0.390658 0.391216 0.241034 1.96235 0.753933 7 2 4 1 0.389906 0.391216 0 3.23136 1.01813 7 2 16 2 +41 0 0.390592 0.391216 0.216076 1.93258 0.742508 7 2 4 1 0.389926 0.391216 0 3.20045 1.01162 7 2 16 2 +42 0 0.390657 0.391216 0.24944 1.93137 0.74325 7 2 4 1 0.389939 0.391216 0 3.17095 1.00537 7 2 16 2 +43 0 0.390721 0.391217 0.274218 1.92017 0.73955 7 2 4 1 0.38996 0.391217 0 3.14247 0.999325 7 2 16 2 +44 0 0.390699 0.391218 0.281698 1.91236 0.732642 7 2 4 1 0.389974 0.391218 0 3.11513 0.993392 7 2 16 2 +45 0 0.390667 0.391218 0.2649 1.89484 0.7277 7 2 4 1 0.38999 0.391218 0 3.08862 0.98765 7 2 16 2 +46 0 0.390679 0.391218 0.265894 1.88482 0.724425 7 2 4 1 0.390005 0.391218 0 3.06303 0.982025 7 2 16 2 +47 0 0.390677 0.391218 0.265849 1.88577 0.724342 7 2 4 1 0.390018 0.391218 0 3.03846 0.976642 7 2 16 2 +48 0 0.390626 0.391218 0.241053 1.8774 0.720958 7 2 4 1 0.390031 0.391218 0 3.01478 0.971417 7 2 16 2 +49 0 0.390617 0.391218 0.216136 1.87377 0.720408 7 2 4 1 0.390042 0.391218 0 2.99197 0.966433 7 2 16 2 +50 0 0.307564 0.307986 0.216031 1.49647 0.577392 6 1 3 1 0.30707 0.307986 0 2.34387 0.758525 6 1 12 1 diff --git a/Seminar/10gen/120_run_pyramid/aggregated_best_fitness.tsv b/Seminar/10gen/120_run_pyramid/aggregated_best_fitness.tsv new file mode 100644 index 0000000..1b754da --- /dev/null +++ b/Seminar/10gen/120_run_pyramid/aggregated_best_fitness.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 94 +6 94 +7 94 +8 94 +9 94 +10 75 +11 75 +12 75 +13 75 +14 75 +15 59 +16 59 +17 59 +18 59 +19 59 +20 47 +21 47 +22 47 +23 47 +24 47 +25 0 +26 0 +27 0 +28 0 +29 0 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 130431 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 12 32903168 +2 12882 34365440 +3 19140 34811904 +4 27339 36143104 +5 34710 35418112 +6 40150 35696640 +7 46220 36106240 +8 51530 37257216 +9 55726 38481920 +10 57111 38440960 +11 57699 39620608 +12 65600 39563264 +13 69687 39686144 +14 73142 40878080 +15 77336 41742336 +16 80293 41926656 +17 83051 43048960 +18 83286 43372544 +19 84606 43626496 +20 85322 43745280 +21 87462 43708416 +22 92208 44724224 +23 95271 45129728 +24 97234 45424640 +25 100643 45948928 +26 102634 46395392 +27 103008 45359104 +28 104378 46362624 +29 105791 47349760 +30 106377 48103424 +31 106432 48545792 +32 109256 48820224 +33 109823 49950720 +34 111459 49856512 +35 113177 50745344 +36 114057 51027968 +37 115543 52293632 +38 117190 52690944 +39 118355 53411840 +40 119114 53624832 +41 119226 53944320 +42 120977 54452224 +43 122539 55234560 +44 123531 55611392 +45 124071 55345152 +46 125334 55803904 +47 127010 56680448 +48 128106 57442304 +49 128825 57511936 +50 129276 57991168 +51 129371 58040320 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 0 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 12 32903168 +2 12882 34365440 +3 19140 34811904 +4 27339 36143104 +5 34710 35418112 +6 40150 35696640 +7 46220 36106240 +8 51530 37257216 +9 55726 38481920 +10 57111 38440960 +11 57699 39620608 +12 65600 39563264 +13 69687 39686144 +14 73142 40878080 +15 77336 41742336 +16 80293 41926656 +17 83051 43048960 +18 83286 43372544 +19 84606 43626496 +20 85322 43745280 +21 87462 43708416 +22 92208 44724224 +23 95271 45129728 +24 97234 45424640 +25 100643 45948928 +26 102634 46395392 +27 103008 45359104 +28 104378 46362624 +29 105791 47349760 +30 106377 48103424 +31 106432 48545792 +32 109256 48820224 +33 109823 49950720 +34 111459 49856512 +35 113177 50745344 +36 114057 51027968 +37 115543 52293632 +38 117190 52690944 +39 118355 53411840 +40 119114 53624832 +41 119226 53944320 +42 120977 54452224 +43 122539 55234560 +44 123531 55611392 +45 124071 55345152 +46 125334 55803904 +47 127010 56680448 +48 128106 57442304 +49 128825 57511936 +50 129276 57991168 +51 129371 58040320 +Hits Total +2599 2810 +Percent Hit: 92.4911% +Fitness +0.998932 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1033 90 1566 121 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9531 0.9987 0 17.089 3.322 15 3 15 4 0.9531 0.9987 0 17.089 3.322 15 3 15 4 +1 0 0.9893 0.9989 0 14.166 3.336 21 6 98 8 0.9712 0.9989 0 15.627 3.329 21 6 15 4 +2 0 0.9955 0.9989 0 13.136 3.342 21 6 23 5 0.9793 0.9989 0 14.797 3.334 21 6 15 4 +3 0 0.9918 0.9989 0 11.745 3.252 21 6 40 9 0.9824 0.9989 0 14.034 3.313 21 6 15 4 +4 0 0.9968 0.9989 0 11.609 3.348 21 6 35 6 0.9853 0.9989 0 13.549 3.32 21 6 15 4 +5 0 0.9968 0.9989 0 11.224 3.391 21 6 20 9 0.9872 0.9989 0 13.161 3.332 21 6 15 4 +6 0 0.9968 0.9989 0 10.79 3.336 21 6 31 9 0.9886 0.9989 0 12.823 3.333 21 6 15 4 +7 0 0.998 0.9989 0.9979 10.977 3.422 21 6 39 6 0.9898 0.9989 0 12.592 3.344 21 6 15 4 +8 0 0.993 0.9989 0 10.56 3.286 21 6 15 7 0.9901 0.9989 0 12.366 3.337 21 6 15 4 +9 0 0.9955 0.9989 0 10.571 3.27 21 6 18 5 0.9907 0.9989 0 12.187 3.331 21 6 15 4 +10 0 0.9943 0.9989 0 9.509 3.101 21 6 45 10 0.991 0.9989 0 11.943 3.31 21 6 15 4 +11 0 0.9968 0.9989 0 9.443 3.181 21 6 37 7 0.9915 0.9989 0 11.735 3.299 21 6 15 4 +12 0 0.998 0.9989 0.9977 9.166 3.143 21 6 27 6 0.992 0.9989 0 11.537 3.287 21 6 15 4 +13 0 0.9968 0.9989 0 8.9 3.115 21 6 12 5 0.9923 0.9989 0 11.349 3.275 21 6 15 4 +14 0 0.9968 0.9989 0 8.49 3.07 21 6 33 13 0.9926 0.9989 0 11.158 3.261 21 6 15 4 +15 0 0.9968 0.9989 0 8.385 3.076 21 6 19 7 0.9929 0.9989 0 10.985 3.25 21 6 15 4 +16 0 0.9968 0.9989 0 7.559 2.791 21 6 32 11 0.9931 0.9989 0 10.783 3.223 21 6 15 4 +17 0 0.9968 0.9989 0 7.639 2.819 21 6 31 10 0.9933 0.9989 0 10.609 3.2 21 6 15 4 +18 0 0.9943 0.9989 0 7.49 2.715 21 6 18 6 0.9934 0.9989 0 10.445 3.175 21 6 15 4 +19 0 0.998 0.9989 0.9963 7.361 2.667 21 6 34 10 0.9936 0.9989 0 10.29 3.149 21 6 15 4 +20 0 0.9968 0.9989 0 7.317 2.636 21 6 16 5 0.9937 0.9989 0 10.149 3.125 21 6 15 4 +21 0 0.998 0.9989 0.9976 6.855 2.486 21 6 6 3 0.9939 0.9989 0 9.999 3.096 21 6 15 4 +22 0 0.9968 0.9989 0 7.239 2.583 21 6 59 9 0.9941 0.9989 0 9.879 3.074 21 6 15 4 +23 0 0.9955 0.9989 0 7.339 2.572 21 6 25 6 0.9941 0.9989 0 9.773 3.053 21 6 15 4 +24 0 0.998 0.9989 0.998 6.716 2.421 21 6 6 3 0.9943 0.9989 0 9.651 3.027 21 6 15 4 +25 0 0.9968 0.9989 0 6.365 2.312 21 6 20 7 0.9944 0.9989 0 9.525 3 21 6 15 4 +26 0 0.998 0.9989 0.9818 6.237 2.325 21 6 22 6 0.9945 0.9989 0 9.403 2.975 21 6 15 4 +27 0 0.998 0.9989 0.9978 6.185 2.374 29 7 13 4 0.9946 0.9989 0 9.288 2.953 29 7 15 4 +28 0 0.998 0.9989 0.9978 6.149 2.361 29 7 5 2 0.9948 0.9989 0 9.18 2.933 29 7 15 4 +29 0 0.998 0.9989 0.9978 5.89 2.292 29 7 14 7 0.9949 0.9989 0 9.07 2.912 29 7 15 4 +30 0 0.9955 0.9989 0 5.829 2.314 29 7 16 5 0.9949 0.9989 0 8.965 2.892 29 7 15 4 +31 0 0.9968 0.9989 0 5.794 2.277 29 7 20 6 0.9949 0.9989 0 8.866 2.873 29 7 15 4 +32 0 0.9968 0.9989 0 5.674 2.165 29 7 25 5 0.995 0.9989 0 8.77 2.852 29 7 15 4 +33 0 0.998 0.9989 0.998 5.282 2.08 29 7 3 1 0.9951 0.9989 0 8.667 2.829 29 7 15 4 +34 0 0.998 0.9989 0.9971 5.38 2.126 29 7 9 4 0.9952 0.9989 0 8.573 2.809 29 7 15 4 +35 0 0.9955 0.9989 0 5.378 2.099 29 7 5 2 0.9952 0.9989 0 8.484 2.789 29 7 15 4 +36 0 0.9968 0.9989 0 5.285 2.071 29 7 20 8 0.9952 0.9989 0 8.398 2.77 29 7 15 4 +37 0 0.998 0.9989 0.9971 5.255 2.062 29 7 7 3 0.9953 0.9989 0 8.315 2.751 29 7 15 4 +38 0 0.998 0.9989 0.9978 5.071 1.994 29 7 3 1 0.9954 0.9989 0 8.232 2.732 29 7 15 4 +39 0 0.9955 0.9989 0 4.86 1.933 29 7 17 7 0.9954 0.9989 0 8.148 2.712 29 7 15 4 +40 0 0.9968 0.9989 0 5.035 1.995 29 7 33 9 0.9954 0.9989 0 8.072 2.694 29 7 15 4 +41 0 0.9968 0.9989 0 4.866 1.894 27 6 24 7 0.9954 0.9989 0 7.995 2.675 27 6 15 4 +42 0 0.9968 0.9989 0 4.81 1.829 27 6 15 5 0.9955 0.9989 0 7.921 2.656 27 6 15 4 +43 0 0.9968 0.9989 0 4.72 1.786 27 6 20 5 0.9955 0.9989 0 7.849 2.636 27 6 15 4 +44 0 0.9955 0.9989 0 4.94 1.874 27 6 23 5 0.9955 0.9989 0 7.784 2.619 27 6 15 4 +45 0 0.998 0.9989 0.998 4.806 1.82 27 6 11 5 0.9956 0.9989 0 7.719 2.601 27 6 15 4 +46 0 0.998 0.9989 0.9971 4.805 1.873 27 6 9 4 0.9956 0.9989 0 7.657 2.586 27 6 15 4 +47 0 0.998 0.9989 0.9971 4.875 1.909 27 6 9 4 0.9957 0.9989 0 7.599 2.572 27 6 15 4 +48 0 0.998 0.9989 0.9978 4.895 1.905 27 6 3 1 0.9957 0.9989 0 7.544 2.558 27 6 15 4 +49 0 0.9968 0.9989 0 5.258 2.007 27 6 8 4 0.9957 0.9989 0 7.498 2.547 27 6 15 4 +50 0 0.9943 0.9989 0 5.185 1.961 27 6 9 3 0.9957 0.9989 0 7.453 2.536 27 6 15 4 diff --git a/Seminar/10gen/120_run_pyramid/aggregated_best_generations.tsv b/Seminar/10gen/120_run_pyramid/aggregated_best_generations.tsv new file mode 100644 index 0000000..33b8caa --- /dev/null +++ b/Seminar/10gen/120_run_pyramid/aggregated_best_generations.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 94 +6 94 +7 94 +8 94 +9 94 +10 75 +11 75 +12 75 +13 75 +14 75 +15 59 +16 59 +17 59 +18 59 +19 59 +20 47 +21 47 +22 47 +23 47 +24 47 +25 0 +26 0 +27 0 +28 0 +29 0 +Timer Name Value +CPU Time (ns): 867788987272 +Wall Time (ms): 130431 +CPU Cycles: 170354815264044492 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 1172185088 +2 11198 1220571136 +3 17502 1241268224 +4 24338 1265364992 +5 30476 1287532544 +6 36052 1309081600 +7 40893 1334624256 +8 45292 1354547200 +9 48693 1382674432 +10 51769 1405587456 +11 53835 1428623360 +12 64878 1447428096 +13 68258 1469517824 +14 71044 1485418496 +15 73815 1507266560 +16 76219 1523023872 +17 78894 1546457088 +18 80592 1563041792 +19 82181 1579245568 +20 83429 1593958400 +21 84660 1615818752 +22 91105 1635549184 +23 93314 1654280192 +24 95470 1673674752 +25 97645 1690435584 +26 99546 1707868160 +27 100963 1725849600 +28 102270 1742950400 +29 103356 1758937088 +30 104144 1775501312 +31 104778 1791356928 +32 107986 1803321344 +33 108913 1820491776 +34 110162 1836421120 +35 111612 1854210048 +36 112940 1870987264 +37 114234 1889259520 +38 115523 1900552192 +39 116690 1918664704 +40 117575 1931399168 +41 118176 1943556096 +42 120404 1958158336 +43 121443 1975525376 +44 122577 1990053888 +45 123652 2007920640 +46 124721 2024718336 +47 125800 2039652352 +48 126726 2053779456 +49 127472 2070560768 +50 128041 2086137856 +51 128386 2099236864 +Aggregation Count: 37 +Timer Name Value +CPU Time (ns): 23453756412 +Wall Time (ms): 77190 +CPU Cycles: 4604184196325526 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 31680678 +2 11198 32988409 +3 17502 33547789 +4 24338 34199053 +5 30476 34798176 +6 36052 35380583 +7 40893 36070925 +8 45292 36609383 +9 48693 37369579 +10 51769 37988850 +11 53835 38611442 +12 64878 39119678 +13 68258 39716697 +14 71044 40146445 +15 73815 40736934 +16 76219 41162807 +17 78894 41796137 +18 80592 42244372 +19 82181 42682312 +20 83429 43079956 +21 84660 43670777 +22 91105 44204032 +23 93314 44710275 +24 95470 45234452 +25 97645 45687448 +26 99546 46158598 +27 100963 46644583 +28 102270 47106767 +29 103356 47538840 +30 104144 47986521 +31 104778 48415052 +32 107986 48738414 +33 108913 49202480 +34 110162 49633003 +35 111612 50113785 +36 112940 50567223 +37 114234 51061068 +38 115523 51366275 +39 116690 51855802 +40 117575 52199977 +41 118176 52528543 +42 120404 52923198 +43 121443 53392577 +44 122577 53785240 +45 123652 54268125 +46 124721 54722117 +47 125800 55125739 +48 126726 55507552 +49 127472 55961101 +50 128041 56382104 +51 128386 56736131 +Hits Total +2478 2810 +Percent Hit: 88.1851% +Fitness +0.998869 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +987 140 1491 191 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.960357 0.998465 0 17.5146 3.33632 24 3 41 5 0.960357 0.998465 0 17.5146 3.33632 24 3 41 5 +1 0 0.991886 0.998549 0 15.556 3.37784 28 4 40 6 0.976127 0.998549 0 16.5352 3.35708 28 4 41 5 +2 0 0.992819 0.998632 0.0269676 14.8457 3.44049 26 4 32 5 0.981692 0.998632 0 15.9721 3.38492 26 4 41 5 +3 0 0.99317 0.998711 0 14.0986 3.44032 26 5 39 6 0.984559 0.998711 0 15.5037 3.39886 26 5 41 5 +4 0 0.993759 0.998719 0.053873 13.3456 3.42638 24 5 36 6 0.986403 0.998719 0 15.0721 3.40435 24 5 41 5 +5 0 0.994843 0.998757 0.026973 12.6181 3.3853 25 5 35 6 0.987805 0.998757 0 14.6631 3.40108 25 5 41 5 +6 0 0.995008 0.998789 0.0531838 12.0409 3.34822 25 5 32 7 0.988838 0.998789 0 14.2885 3.39368 25 5 41 5 +7 0 0.995541 0.998795 0.188678 11.4373 3.27419 21 5 31 6 0.989676 0.998795 0 13.9321 3.3787 21 5 41 5 +8 0 0.995441 0.998803 0.241776 11.0573 3.23659 21 5 37 7 0.990303 0.998803 0 13.6126 3.36286 21 5 41 5 +9 0 0.995554 0.998811 0.0538459 10.6248 3.18157 20 5 31 7 0.990838 0.998811 0 13.3139 3.34476 20 5 41 5 +10 0 0.995673 0.998816 0.0808919 10.3022 3.14222 20 5 29 7 0.991284 0.998816 0 13.0401 3.32638 20 5 41 5 +11 0 0.995235 0.998819 0.134732 9.86932 3.08295 21 5 28 6 0.991616 0.998819 0 12.7759 3.30605 21 5 41 5 +12 0 0.996462 0.998824 0.377259 9.48086 3.01797 22 5 21 5 0.991992 0.998824 0 12.5225 3.28389 22 5 41 5 +13 0 0.996262 0.998827 0.24223 9.08178 2.96041 22 5 27 6 0.992284 0.998827 0 12.2766 3.26078 22 5 41 5 +14 0 0.996565 0.99883 0.323005 8.52959 2.84614 22 5 25 6 0.99257 0.99883 0 12.0269 3.23316 22 5 41 5 +15 0 0.996862 0.998835 0.458165 8.19565 2.76389 22 5 20 5 0.992846 0.998835 0 11.7874 3.20386 22 5 41 5 +16 0 0.996757 0.998835 0.404322 7.89308 2.69319 22 5 21 6 0.99307 0.998835 0 11.5583 3.17378 22 5 41 5 +17 0 0.996868 0.998835 0.431181 7.52354 2.62665 23 5 21 5 0.993289 0.998835 0 11.3342 3.14343 23 5 41 5 +18 0 0.996838 0.998835 0.377411 7.35797 2.58284 23 5 21 5 0.993468 0.998835 0 11.1249 3.11392 23 5 41 5 +19 0 0.996895 0.998835 0.404386 7.11319 2.52297 22 5 20 5 0.993632 0.998835 0 10.9243 3.08432 22 5 41 5 +20 0 0.997338 0.998843 0.592995 6.83541 2.44927 21 5 15 4 0.993824 0.998843 0 10.7296 3.05422 21 5 41 5 +21 0 0.997132 0.998843 0.538738 6.69192 2.41122 21 5 22 5 0.993978 0.998843 0 10.546 3.02489 21 5 41 5 +22 0 0.996932 0.998843 0.485224 6.58389 2.38459 21 5 17 5 0.9941 0.998843 0 10.3737 2.99703 21 5 41 5 +23 0 0.997062 0.998851 0.511859 6.48473 2.35724 21 5 17 4 0.994214 0.998851 0 10.2118 2.97038 21 5 41 5 +24 0 0.997403 0.998851 0.617954 6.26046 2.30359 21 5 14 4 0.994343 0.998851 0 10.0537 2.94381 21 5 41 5 +25 0 0.997268 0.998851 0.510019 6.05584 2.24635 21 5 20 5 0.994459 0.998851 0 9.89997 2.91689 21 5 41 5 +26 0 0.997462 0.998851 0.698211 5.91324 2.20873 21 5 11 4 0.994578 0.998851 0 9.7523 2.89068 21 5 41 5 +27 0 0.997297 0.998851 0.593043 5.78305 2.17197 21 5 15 4 0.994668 0.998851 0 9.61049 2.86497 21 5 41 5 +28 0 0.997403 0.998851 0.593222 5.69727 2.13584 21 5 10 4 0.994765 0.998851 0 9.47557 2.83981 21 5 41 5 +29 0 0.997197 0.998851 0.512381 5.62308 2.11803 21 5 14 4 0.994849 0.998851 0 9.34719 2.81573 21 5 41 5 +30 0 0.997268 0.998851 0.539049 5.45349 2.06473 21 5 11 3 0.994924 0.998851 0 9.22159 2.7917 21 5 41 5 +31 0 0.997503 0.998854 0.646838 5.37881 2.03627 21 5 13 4 0.995 0.998854 0 9.10141 2.768 21 5 41 5 +32 0 0.997305 0.998857 0.539008 5.38432 2.03822 21 5 13 4 0.995078 0.998857 0 8.98889 2.74595 21 5 41 5 +33 0 0.997473 0.998859 0.68703 5.39343 2.03819 21 5 14 4 0.995146 0.998859 0 8.88305 2.72497 21 5 41 5 +34 0 0.997241 0.998865 0.539127 5.32981 2.0237 20 5 12 4 0.995203 0.998865 0 8.78165 2.705 20 5 41 5 +35 0 0.99727 0.998865 0.535576 5.28527 2.0093 20 5 13 4 0.995262 0.998865 0 8.68443 2.68568 20 5 41 5 +36 0 0.997543 0.998865 0.673959 5.27586 2.01362 20 5 10 3 0.995316 0.998865 0 8.59224 2.66746 20 5 41 5 +37 0 0.997773 0.998865 0.808686 5.24895 2.00519 20 5 11 4 0.995378 0.998865 0 8.50435 2.65005 20 5 41 5 +38 0 0.997405 0.998868 0.674114 5.21243 1.98849 20 5 10 3 0.995441 0.998868 0 8.41992 2.63314 20 5 41 5 +39 0 0.997195 0.998868 0.620046 5.12265 1.96443 20 5 11 4 0.995486 0.998868 0 8.33754 2.61646 20 5 41 5 +40 0 0.997368 0.998868 0.593162 5.07427 1.94673 20 5 11 3 0.995524 0.998868 0 8.25792 2.6 20 5 41 5 +41 0 0.997189 0.998868 0.512181 4.99727 1.91803 20 5 11 4 0.995573 0.998868 0 8.1803 2.58389 20 5 41 5 +42 0 0.997332 0.998868 0.566284 5.00346 1.92349 20 5 11 4 0.995608 0.998868 0 8.10643 2.56846 20 5 41 5 +43 0 0.997543 0.99887 0.673757 4.98722 1.91914 20 5 11 4 0.995657 0.99887 0 8.03546 2.55373 20 5 41 5 +44 0 0.997468 0.998873 0.697938 4.94803 1.89378 20 5 12 4 0.995692 0.998873 0 7.96684 2.53903 20 5 41 5 +45 0 0.9975 0.998873 0.670441 4.89522 1.87659 20 5 12 4 0.995735 0.998873 0 7.90011 2.52473 20 5 41 5 +46 0 0.997505 0.998873 0.700732 4.87816 1.87119 20 5 11 3 0.995773 0.998873 0 7.83584 2.51073 20 5 41 5 +47 0 0.99743 0.998873 0.673505 4.85978 1.86381 20 5 13 4 0.995805 0.998873 0 7.77373 2.49724 20 5 41 5 +48 0 0.997265 0.998873 0.593243 4.84241 1.85959 19 5 11 3 0.995835 0.998873 0 7.71397 2.48424 19 5 41 5 +49 0 0.997303 0.998873 0.539157 4.85141 1.86532 19 5 12 4 0.995862 0.998873 0 7.65676 2.47195 19 5 41 5 +50 0 0.997505 0.998873 0.700641 4.85343 1.87262 19 5 10 3 0.995903 0.998873 0 7.60176 2.46008 19 5 41 5 diff --git a/Seminar/10gen/120_run_pyramid/aggregated_best_hits.tsv b/Seminar/10gen/120_run_pyramid/aggregated_best_hits.tsv new file mode 100644 index 0000000..97715aa --- /dev/null +++ b/Seminar/10gen/120_run_pyramid/aggregated_best_hits.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 94 +6 94 +7 94 +8 94 +9 94 +10 75 +11 75 +12 75 +13 75 +14 75 +15 59 +16 59 +17 59 +18 59 +19 59 +20 47 +21 47 +22 47 +23 47 +24 47 +25 0 +26 0 +27 0 +28 0 +29 0 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 130431 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 29876224 +2 9483 30957568 +3 16885 31490048 +4 24806 31010816 +5 32978 32223232 +6 38705 33226752 +7 45176 33943552 +8 50201 34557952 +9 54167 36483072 +10 56745 36704256 +11 58463 37261312 +12 64281 37568512 +13 68370 37888000 +14 71944 38809600 +15 75462 39383040 +16 78737 40165376 +17 81389 40267776 +18 83609 40308736 +19 84985 41160704 +20 85934 41340928 +21 86755 42483712 +22 90387 43188224 +23 90723 43630592 +24 92194 43851776 +25 93399 43700224 +26 95191 44466176 +27 96825 45129728 +28 98411 45449216 +29 99684 46383104 +30 101691 47153152 +31 103312 46878720 +32 107662 47783936 +33 107786 47882240 +34 109113 48349184 +35 110908 49135616 +36 112130 49311744 +37 113882 50356224 +38 115266 50176000 +39 116583 49971200 +40 118037 50548736 +41 118380 50999296 +42 119754 51007488 +43 119959 51580928 +44 121020 51879936 +45 122174 52699136 +46 122809 53194752 +47 123853 53665792 +48 124552 54394880 +49 125483 54231040 +50 126897 54513664 +51 127329 54542336 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 0 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 29876224 +2 9483 30957568 +3 16885 31490048 +4 24806 31010816 +5 32978 32223232 +6 38705 33226752 +7 45176 33943552 +8 50201 34557952 +9 54167 36483072 +10 56745 36704256 +11 58463 37261312 +12 64281 37568512 +13 68370 37888000 +14 71944 38809600 +15 75462 39383040 +16 78737 40165376 +17 81389 40267776 +18 83609 40308736 +19 84985 41160704 +20 85934 41340928 +21 86755 42483712 +22 90387 43188224 +23 90723 43630592 +24 92194 43851776 +25 93399 43700224 +26 95191 44466176 +27 96825 45129728 +28 98411 45449216 +29 99684 46383104 +30 101691 47153152 +31 103312 46878720 +32 107662 47783936 +33 107786 47882240 +34 109113 48349184 +35 110908 49135616 +36 112130 49311744 +37 113882 50356224 +38 115266 50176000 +39 116583 49971200 +40 118037 50548736 +41 118380 50999296 +42 119754 51007488 +43 119959 51580928 +44 121020 51879936 +45 122174 52699136 +46 122809 53194752 +47 123853 53665792 +48 124552 54394880 +49 125483 54231040 +50 126897 54513664 +51 127329 54542336 +Hits Total +2606 2810 +Percent Hit: 92.7402% +Fitness +0.998897 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +979 139 1627 65 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9681 0.9982 0 18.242 3.396 15 5 47 5 0.9681 0.9982 0 18.242 3.396 15 5 47 5 +1 0 0.9943 0.9982 0 16.356 3.434 15 5 59 9 0.9812 0.9982 0 17.299 3.415 15 5 47 5 +2 0 0.993 0.9982 0 15.805 3.521 15 5 25 5 0.9851 0.9982 0 16.801 3.45 15 5 47 5 +3 0 0.9955 0.9989 0 14.764 3.541 25 7 39 7 0.9877 0.9989 0 16.292 3.473 25 7 47 5 +4 0 0.993 0.9989 0 13.887 3.55 25 7 24 7 0.9888 0.9989 0 15.811 3.489 25 7 47 5 +5 0 0.9943 0.9989 0 12.631 3.353 25 7 87 7 0.9897 0.9989 0 15.281 3.466 25 7 47 5 +6 0 0.9955 0.9989 0 11.605 3.245 25 7 16 6 0.9905 0.9989 0 14.756 3.434 25 7 47 5 +7 0 0.9968 0.9989 0 10.865 3.147 24 7 40 8 0.9913 0.9989 0 14.27 3.398 24 7 47 5 +8 0 0.998 0.9989 0.9973 10.084 3.12 24 7 30 6 0.9921 0.9989 0 13.804 3.368 24 7 47 5 +9 0 0.9955 0.9989 0 10.114 3.179 24 7 12 5 0.9924 0.9989 0 13.435 3.349 24 7 47 5 +10 0 0.9943 0.9989 0 9.456 3.079 24 7 18 7 0.9926 0.9989 0 13.074 3.324 24 7 47 5 +11 0 0.9955 0.9989 0 9.224 3.107 24 7 17 8 0.9928 0.9989 0 12.753 3.306 24 7 47 5 +12 0 0.9955 0.9989 0 8.561 3.024 24 7 9 5 0.993 0.9989 0 12.43 3.284 24 7 47 5 +13 0 0.9968 0.9989 0 8.034 2.935 24 7 29 12 0.9933 0.9989 0 12.116 3.259 24 7 47 5 +14 0 0.998 0.9989 0.9954 7.789 2.856 24 7 9 5 0.9936 0.9989 0 11.828 3.232 24 7 47 5 +15 0 0.998 0.9989 0.998 7.742 2.745 24 7 5 2 0.9939 0.9989 0 11.572 3.202 24 7 47 5 +16 0 0.998 0.9989 0.998 7.353 2.636 24 7 18 4 0.9941 0.9989 0 11.324 3.169 24 7 47 5 +17 0 0.9943 0.9989 0 6.829 2.499 37 8 38 8 0.9942 0.9989 0 11.075 3.132 37 8 47 5 +18 0 0.9968 0.9989 0 6.457 2.365 37 8 19 6 0.9943 0.9989 0 10.832 3.091 37 8 47 5 +19 0 0.9968 0.9989 0 5.681 2.131 37 8 15 6 0.9944 0.9989 0 10.574 3.043 37 8 47 5 +20 0 0.998 0.9989 0.9976 5.431 2.084 24 7 9 4 0.9946 0.9989 0 10.329 2.998 24 7 47 5 +21 0 0.9968 0.9989 0 5.534 2.166 24 7 23 6 0.9947 0.9989 0 10.111 2.96 24 7 47 5 +22 0 0.998 0.9989 0.998 5.077 1.971 24 7 1 0 0.9948 0.9989 0 9.892 2.917 24 7 47 5 +23 0 0.998 0.9989 0.998 5.059 1.976 24 7 5 2 0.995 0.9989 0 9.691 2.878 24 7 47 5 +24 0 0.998 0.9989 0.998 5.219 2.009 24 7 6 3 0.9951 0.9989 0 9.512 2.843 24 7 47 5 +25 0 0.998 0.9989 0.9979 5.164 1.939 24 7 9 4 0.9952 0.9989 0 9.345 2.808 24 7 47 5 +26 0 0.998 0.9989 0.998 5.232 1.969 24 7 17 8 0.9953 0.9989 0 9.192 2.777 24 7 47 5 +27 0 0.9968 0.9989 0 5.066 1.948 24 7 17 6 0.9954 0.9989 0 9.045 2.747 24 7 47 5 +28 0 0.998 0.9989 0.998 4.964 1.95 24 7 7 3 0.9955 0.9989 0 8.904 2.72 24 7 47 5 +29 0 0.998 0.9989 0.998 4.939 1.917 24 7 5 2 0.9955 0.9989 0 8.772 2.693 24 7 47 5 +30 0 0.998 0.9989 0.9979 4.749 1.843 24 7 3 1 0.9956 0.9989 0 8.642 2.666 24 7 47 5 +31 0 0.998 0.9989 0.998 4.565 1.735 24 7 2 1 0.9957 0.9989 0 8.515 2.637 24 7 47 5 +32 0 0.998 0.9989 0.998 4.66 1.792 24 7 8 3 0.9958 0.9989 0 8.398 2.611 24 7 47 5 +33 0 0.998 0.9989 0.9976 5.088 1.949 24 7 5 3 0.9958 0.9989 0 8.301 2.592 24 7 47 5 +34 0 0.998 0.9989 0.998 5.089 1.933 30 9 6 3 0.9959 0.9989 0 8.209 2.573 30 9 47 5 +35 0 0.998 0.9989 0.9963 5.25 2.026 30 9 7 4 0.996 0.9989 0 8.127 2.558 30 9 47 5 +36 0 0.9968 0.9989 0 5.178 2.058 30 9 17 6 0.996 0.9989 0 8.047 2.544 30 9 47 5 +37 0 0.998 0.9989 0.998 5.192 2.06 30 9 10 3 0.996 0.9989 0 7.972 2.531 30 9 47 5 +38 0 0.998 0.9989 0.9976 5.179 2.02 30 9 5 3 0.9961 0.9989 0 7.9 2.518 30 9 47 5 +39 0 0.998 0.9989 0.998 5.07 1.971 30 9 3 1 0.9961 0.9989 0 7.83 2.504 30 9 47 5 +40 0 0.9968 0.9989 0 4.915 1.909 30 9 16 6 0.9961 0.9989 0 7.759 2.49 30 9 47 5 +41 0 0.998 0.9989 0.9971 4.695 1.846 30 9 25 7 0.9962 0.9989 0 7.686 2.475 30 9 47 5 +42 0 0.998 0.9989 0.9971 4.714 1.86 30 9 26 7 0.9962 0.9989 0 7.616 2.46 30 9 47 5 +43 0 0.998 0.9989 0.9979 4.675 1.887 30 9 4 2 0.9963 0.9989 0 7.55 2.447 30 9 47 5 +44 0 0.998 0.9989 0.9978 4.588 1.824 30 9 7 4 0.9963 0.9989 0 7.484 2.433 30 9 47 5 +45 0 0.998 0.9989 0.9977 4.56 1.78 30 9 22 7 0.9964 0.9989 0 7.42 2.419 30 9 47 5 +46 0 0.998 0.9989 0.998 4.619 1.791 30 9 2 1 0.9964 0.9989 0 7.361 2.406 30 9 47 5 +47 0 0.9968 0.9989 0 4.581 1.774 30 9 12 5 0.9964 0.9989 0 7.303 2.393 30 9 47 5 +48 0 0.9955 0.9989 0 4.909 1.933 30 9 13 5 0.9964 0.9989 0 7.254 2.383 30 9 47 5 +49 0 0.9968 0.9989 0 5.031 2 30 9 33 10 0.9964 0.9989 0 7.209 2.376 30 9 47 5 +50 0 0.9968 0.9989 0 5.131 2.004 30 9 23 6 0.9964 0.9989 0 7.169 2.368 30 9 47 5 diff --git a/Seminar/10gen/120_run_pyramid/aggregated_fn.tsv b/Seminar/10gen/120_run_pyramid/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/120_run_pyramid/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/120_run_pyramid/aggregated_runs.tsv b/Seminar/10gen/120_run_pyramid/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/120_run_pyramid/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/80pop/aggregated.tsv b/Seminar/10gen/80pop/aggregated.tsv new file mode 100644 index 0000000..1f815cb --- /dev/null +++ b/Seminar/10gen/80pop/aggregated.tsv @@ -0,0 +1,54 @@ +Runs Generation Count Mean: 15 +Runs Generation Count Mode: 4 occurred (3) time(s) +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 0.96524 0.9982 0 17.0504 3.2444 23 3 48 5 +1 0 0.99279 0.99826 0.09974 15.2984 3.3 30 4 49 7 0.97904 0.99826 0 16.1744 3.2722 30 4 48 5 +2 0 0.99398 0.99827 0.29936 15.1112 3.4068 32 4 30 6 0.98402 0.99827 0 15.8201 3.3171 32 4 48 5 +3 0 0.99396 0.99835 0.59383 15.1508 3.4716 38 5 23 6 0.9865 0.99835 0 15.6527 3.3557 38 5 48 5 +4 0 0.994 0.99835 0.39907 14.7212 3.4136 38 5 25 5 0.988 0.99835 0 15.4664 3.3672 38 5 48 5 +5 0 0.69539 0.69894 0.29936 10.2296 2.3704 32 3 28 4 0.69253 0.69894 0 10.7704 2.3612 32 3 34 4 +6 0 0.69539 0.69898 0.19958 9.5992 2.3572 28 4 17 4 0.69293 0.69898 0 10.6032 2.3607 28 4 34 4 +7 0 0.69738 0.699 0.39917 9.5664 2.3636 24 4 20 3 0.69348 0.699 0 10.4736 2.361 24 4 34 4 +8 0 0.69699 0.699 0.2992 9.5436 2.3808 24 4 37 5 0.69389 0.699 0 10.3702 2.3631 24 4 34 4 +9 0 0.69619 0.699 0.39912 9.8344 2.4712 23 4 30 4 0.6941 0.699 0 10.3167 2.374 23 4 34 4 +10 0 0.49739 0.49931 0.19951 7.1452 1.7848 15 2 17 2 0.49598 0.49931 0 7.3675 1.6866 15 2 26 2 +11 0 0.497 0.49935 0.39907 6.902 1.7648 14 2 27 4 0.49607 0.49935 0 7.3287 1.6931 14 2 26 2 +12 0 0.49779 0.49935 0.1995 6.8224 1.7424 14 2 15 3 0.49621 0.49935 0 7.2897 1.6969 14 2 26 2 +13 0 0.4974 0.49935 0.19958 6.386 1.6872 14 2 13 2 0.49628 0.49935 0 7.2252 1.6962 14 2 26 2 +14 0 0.49779 0.49935 0.29936 6.3016 1.686 14 2 9 2 0.49638 0.49935 0 7.1635 1.6954 14 2 26 2 +15 0 0.2994 0.29964 0.29939 3.2716 0.9396 6 1 1 0 0.2981 0.29964 0 4.1235 1.0018 6 1 15 1 +16 0 0.2986 0.29964 0.09979 3.5468 0.9944 6 1 6 2 0.29814 0.29964 0 4.0897 1.0014 6 1 15 1 +17 0 0.2994 0.29964 0.29939 3.3544 0.9432 6 1 1 0 0.2982 0.29964 0 4.0489 0.9981 6 1 15 1 +18 0 0.2994 0.29964 0.29939 3.0956 0.9204 6 1 2 0 0.29826 0.29964 0 3.9986 0.9941 6 1 15 1 +19 0 0.2994 0.29964 0.29918 2.9316 0.8636 6 1 3 1 0.29832 0.29964 0 3.9453 0.9876 6 1 15 1 +20 0 0.1996 0.19978 0.1996 2.2624 0.6228 5 1 1 0 0.19893 0.19978 0 2.8194 0.6846 5 1 8 1 +21 0 0.1996 0.19978 0.19753 2.3976 0.6464 5 1 3 1 0.19897 0.19978 0 2.8003 0.6829 5 1 8 1 +22 0 0.1992 0.19978 0.0998 2.5516 0.6608 5 1 6 1 0.19898 0.19978 0 2.7895 0.6819 5 1 8 1 +23 0 0.1988 0.19978 0 2.766 0.6948 5 1 2 1 0.19897 0.19978 0 2.7885 0.6824 5 1 8 1 +24 0 0.1992 0.19978 0.0998 2.618 0.6832 5 1 9 1 0.19898 0.19978 0 2.7817 0.6824 5 1 8 1 +25 0 0.0998 0.09989 0.09977 1.1952 0.328 4 0 4 0 0.09954 0.09989 0 1.4627 0.3644 4 0 3 0 +26 0 0.0998 0.09989 0.0998 1.2204 0.3376 4 0 0 0 0.09955 0.09989 0 1.4537 0.3634 4 0 3 0 +27 0 0.0994 0.09989 0 1.2952 0.374 4 0 1 0 0.09954 0.09989 0 1.448 0.3638 4 0 3 0 +28 0 0.0998 0.09989 0.0998 1.2724 0.378 4 0 1 0 0.09955 0.09989 0 1.442 0.3642 4 0 3 0 +29 0 0.0994 0.09989 0 1.2752 0.3888 4 0 1 0 0.09955 0.09989 0 1.4364 0.3651 4 0 3 0 +30 0 0.0994 0.09989 0 1.2664 0.3708 4 0 5 0 0.09954 0.09989 0 1.4309 0.3653 4 0 3 0 +31 0 0.0998 0.09989 0.09979 1.2 0.374 4 0 0 0 0.09955 0.09989 0 1.4237 0.3655 4 0 3 0 +32 0 0.0994 0.09989 0 1.1408 0.3572 4 0 4 1 0.09955 0.09989 0 1.4152 0.3653 4 0 3 0 +33 0 0.0998 0.09989 0.0998 1.0956 0.35 4 0 2 0 0.09955 0.09989 0 1.4058 0.3648 4 0 3 0 +34 0 0.0994 0.09989 0 1.174 0.3472 4 0 1 0 0.09955 0.09989 0 1.3991 0.3643 4 0 3 0 +35 0 0.099 0.09989 0 1.1304 0.336 4 0 5 1 0.09953 0.09989 0 1.3917 0.3635 4 0 3 0 +36 0 0.0998 0.09989 0.09979 1.172 0.348 4 0 3 0 0.09954 0.09989 0 1.3857 0.3631 4 0 3 0 +37 0 0.0994 0.09989 0 1.1964 0.356 4 0 2 0 0.09954 0.09989 0 1.3807 0.3629 4 0 3 0 +38 0 0.0994 0.09989 0 1.0636 0.3284 4 0 1 0 0.09953 0.09989 0 1.3726 0.362 4 0 3 0 +39 0 0.0998 0.09989 0.09979 1.0264 0.3156 4 0 0 0 0.09954 0.09989 0 1.364 0.3609 4 0 3 0 +40 0 0.0998 0.09989 0.0998 1.0032 0.3164 4 0 0 0 0.09955 0.09989 0 1.3552 0.3598 4 0 3 0 +41 0 0.0998 0.09989 0.0998 1.0072 0.314 4 0 6 1 0.09955 0.09989 0 1.3469 0.3587 4 0 3 0 +42 0 0.099 0.09989 0 1.1108 0.3528 4 0 1 0 0.09954 0.09989 0 1.3414 0.3586 4 0 3 0 +43 0 0.0994 0.09989 0 0.8944 0.2944 4 0 6 1 0.09954 0.09989 0 1.3312 0.3571 4 0 3 0 +44 0 0.0998 0.09989 0.0998 0.7296 0.2456 4 0 0 0 0.09954 0.09989 0 1.3179 0.3546 4 0 3 0 +45 0 0.0998 0.09989 0.0998 0.6924 0.236 4 0 0 0 0.09955 0.09989 0 1.3043 0.3521 4 0 3 0 +46 0 0.0998 0.09989 0.09979 0.72 0.2416 4 0 0 0 0.09955 0.09989 0 1.2918 0.3497 4 0 3 0 +47 0 0.0998 0.09989 0.0998 0.7632 0.2468 4 0 0 0 0.09956 0.09989 0 1.2808 0.3476 4 0 3 0 +48 0 0.0998 0.09989 0.09979 0.7328 0.232 4 0 0 0 0.09956 0.09989 0 1.2696 0.3452 4 0 3 0 +49 0 0.0998 0.09989 0.0998 0.7304 0.2268 4 0 0 0 0.09957 0.09989 0 1.2588 0.3428 4 0 3 0 +50 0 0.0998 0.09989 0.0998 0.7568 0.234 4 0 0 0 0.09957 0.09989 0 1.249 0.3407 4 0 3 0 diff --git a/Seminar/10gen/80pop/aggregated_all.tsv b/Seminar/10gen/80pop/aggregated_all.tsv new file mode 100644 index 0000000..39eb82d --- /dev/null +++ b/Seminar/10gen/80pop/aggregated_all.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 80 +1 80 +2 80 +3 80 +4 80 +5 63 +6 63 +7 63 +8 63 +9 63 +10 50 +11 50 +12 50 +13 50 +14 50 +15 39 +16 39 +17 39 +18 39 +19 39 +20 31 +21 31 +22 31 +23 31 +24 31 +Timer Name Value +CPU Time (ns): 1081257482424 +Wall Time (ms): 81268 +CPU Cycles: 240178044335656780 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 2594942976 +2 7552 2721210368 +3 11988 2774077440 +4 15679 2824503296 +5 19294 2875629568 +6 22435 2923081728 +7 25454 2975440896 +8 27958 3023810560 +9 29928 3074822144 +10 31467 3121864704 +11 32557 3169243136 +12 39888 2536976384 +13 42198 2571206656 +14 44299 2608791552 +15 46242 2634817536 +16 48104 2663116800 +17 49803 2693971968 +18 51411 2728071168 +19 52697 2757181440 +20 53663 2794655744 +21 54313 2825445376 +22 58081 2268164096 +23 59247 2294169600 +24 60399 2317672448 +25 61533 2339823616 +26 62702 2361950208 +27 63809 2384297984 +28 64784 2403778560 +29 65596 2426331136 +30 66272 2444902400 +31 66783 2469556224 +32 68936 1940189184 +33 69636 1956925440 +34 70289 1972203520 +35 70975 1989079040 +36 71655 2008997888 +37 72287 2023284736 +38 72859 2041774080 +39 73351 2060746752 +40 73738 2080309248 +41 74055 2090958848 +42 75691 1678131200 +43 76205 1691766784 +44 76774 1706192896 +45 77339 1720750080 +46 77920 1735356416 +47 78393 1747697664 +48 78909 1759526912 +49 79339 1773305856 +50 79687 1785196544 +51 79899 1796710400 +Aggregation Count: 80 +Timer Name Value +CPU Time (ns): 13515718530 +Wall Time (ms): 32496 +CPU Cycles: 3002225554195709 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32436787 +2 7552 34015129 +3 11988 34675968 +4 15679 35306291 +5 19294 35945369 +6 22435 36538521 +7 25454 37193011 +8 27958 37797632 +9 29928 38435276 +10 31467 39023308 +11 32557 39615539 +12 39888 40269466 +13 42198 40812804 +14 44299 41409389 +15 46242 41822500 +16 48104 42271695 +17 49803 42761459 +18 51411 43302716 +19 52697 43764784 +20 53663 44359614 +21 54313 44848339 +22 58081 45363281 +23 59247 45883392 +24 60399 46353448 +25 61533 46796472 +26 62702 47239004 +27 63809 47685959 +28 64784 48075571 +29 65596 48526622 +30 66272 48898048 +31 66783 49391124 +32 68936 49748440 +33 69636 50177575 +34 70289 50569321 +35 70975 51002026 +36 71655 51512766 +37 72287 51879095 +38 72859 52353181 +39 73351 52839660 +40 73738 53341262 +41 74055 53614329 +42 75691 54133264 +43 76205 54573122 +44 76774 55038480 +45 77339 55508067 +46 77920 55979239 +47 78393 56377344 +48 78909 56758932 +49 79339 57203414 +50 79687 57586985 +51 79899 57958400 +Hits Total +2184 2810 +Percent Hit: 77.7224% +Fitness +0.998702 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +925 205 1259 420 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.960211 0.99835 0 17.481 3.34251 28 4 48 5 0.960211 0.99835 0 17.481 3.34251 28 4 48 5 +1 0 0.992105 0.998488 0 15.7089 3.39874 27 4 38 6 0.976162 0.998488 0 16.595 3.3706 27 4 48 5 +2 0 0.992171 0.998545 0 15.0455 3.46086 26 4 38 6 0.9815 0.998545 0 16.0784 3.4007 26 4 48 5 +3 0 0.993042 0.998598 0.0246013 14.3988 3.47766 24 4 37 6 0.984385 0.998598 0 15.6585 3.41999 24 4 48 5 +4 0 0.99338 0.99862 0.04934 13.7511 3.46689 24 4 34 6 0.986182 0.99862 0 15.2771 3.4294 24 4 48 5 +5 0 0.993879 0.998638 0.0498612 13.1561 3.44981 24 4 38 7 0.987464 0.998638 0 14.9236 3.43277 24 4 48 5 +6 0 0.994459 0.998644 0.0997375 12.5179 3.4085 24 4 37 7 0.988461 0.998644 0 14.5799 3.42929 24 4 48 5 +7 0 0.995291 0.998656 0.0872287 11.9769 3.36552 25 5 37 7 0.989319 0.998656 0 14.2546 3.42129 25 5 48 5 +8 0 0.995019 0.998663 0.112098 11.5071 3.31044 26 5 36 8 0.98995 0.998663 0 13.9493 3.40903 26 5 48 5 +9 0 0.995523 0.998665 0.13678 11.0294 3.26755 26 5 32 7 0.990505 0.998665 0 13.6573 3.39483 26 5 48 5 +10 0 0.784046 0.786503 0.168296 8.37906 2.54179 19 4 27 5 0.780269 0.786503 0 10.5541 2.66369 19 4 38 4 +11 0 0.784144 0.786505 0.07483 8.0349 2.48469 19 4 21 4 0.78059 0.786505 0 10.3441 2.64879 19 4 38 4 +12 0 0.784289 0.78651 0.13707 7.70401 2.42759 19 4 22 5 0.780879 0.78651 0 10.141 2.63176 19 4 38 4 +13 0 0.78481 0.786518 0.269658 7.34159 2.36836 20 4 19 4 0.781154 0.786518 0 9.9411 2.61296 20 4 38 4 +14 0 0.78451 0.78652 0.161949 6.99115 2.29616 20 4 21 5 0.781381 0.78652 0 9.74444 2.59177 20 4 38 4 +15 0 0.784662 0.78652 0.249111 6.71574 2.2381 19 4 24 5 0.781584 0.78652 0 9.55504 2.5697 19 4 38 4 +16 0 0.78499 0.786524 0.336575 6.44405 2.17433 18 4 16 4 0.781785 0.786524 0 9.37207 2.54648 18 4 38 4 +17 0 0.785065 0.786526 0.271691 6.2085 2.12177 18 4 19 5 0.781967 0.786526 0 9.19631 2.52281 18 4 38 4 +18 0 0.784726 0.78653 0.185201 6.00634 2.07682 16 4 21 5 0.782113 0.78653 0 9.02838 2.49935 16 4 38 4 +19 0 0.785176 0.786531 0.361431 5.79524 2.02069 16 4 18 4 0.782266 0.786531 0 8.86684 2.47542 16 4 38 4 +20 0 0.623065 0.62425 0.286685 4.4804 1.5706 12 3 14 3 0.620986 0.62425 0 6.90685 1.94358 12 3 28 3 +21 0 0.623077 0.62425 0.34899 4.31017 1.52687 11 3 12 3 0.621081 0.62425 0 6.78883 1.92455 11 3 28 3 +22 0 0.623014 0.624251 0.236915 4.17585 1.49368 11 3 13 3 0.621166 0.624251 0 6.67522 1.90584 11 3 28 3 +23 0 0.623202 0.624251 0.324093 4.08419 1.47056 11 3 13 3 0.621251 0.624251 0 6.56724 1.8877 11 3 28 3 +24 0 0.623141 0.624252 0.261735 3.96191 1.44315 12 3 11 3 0.621326 0.624252 0 6.46302 1.87001 12 3 28 3 +25 0 0.623187 0.624252 0.311675 3.88919 1.42088 12 3 10 3 0.6214 0.624252 0 6.36408 1.85269 12 3 28 3 +26 0 0.623186 0.624254 0.349159 3.74737 1.37854 12 3 9 3 0.621462 0.624254 0 6.26718 1.83508 12 3 28 3 +27 0 0.623361 0.624254 0.410928 3.65071 1.35581 12 3 9 3 0.621535 0.624254 0 6.17371 1.81803 12 3 28 3 +28 0 0.623392 0.624254 0.37351 3.57265 1.33255 12 3 9 3 0.621595 0.624254 0 6.08399 1.80126 12 3 28 3 +29 0 0.623317 0.624255 0.386496 3.46843 1.30141 12 3 7 2 0.621654 0.624255 0 5.99677 1.78461 12 3 28 3 +30 0 0.486294 0.486934 0.336533 2.63187 0.99215 9 2 6 2 0.484922 0.486934 0 4.61031 1.38175 9 2 22 2 +31 0 0.486351 0.486934 0.373925 2.59846 0.977925 9 2 5 1 0.484964 0.486934 0 4.5474 1.36914 9 2 22 2 +32 0 0.486243 0.486934 0.321484 2.58262 0.976 9 2 6 2 0.485002 0.486934 0 4.48786 1.35724 9 2 22 2 +33 0 0.48621 0.486934 0.286739 2.54415 0.969425 9 2 6 2 0.485044 0.486934 0 4.43069 1.3458 9 2 22 2 +34 0 0.486276 0.486934 0.324168 2.53044 0.961475 10 2 5 1 0.485077 0.486934 0 4.37646 1.33482 10 2 22 2 +35 0 0.486278 0.486936 0.336674 2.54418 0.964137 10 2 7 2 0.485109 0.486936 0 4.3255 1.32449 10 2 22 2 +36 0 0.486186 0.486936 0.299308 2.50399 0.95475 10 2 4 1 0.485139 0.486936 0 4.27632 1.31454 10 2 22 2 +37 0 0.486198 0.486936 0.261893 2.47165 0.943513 10 2 5 1 0.485167 0.486936 0 4.22878 1.30474 10 2 22 2 +38 0 0.486216 0.486936 0.299204 2.47637 0.947188 10 2 5 1 0.485195 0.486936 0 4.18384 1.29555 10 2 22 2 +39 0 0.486259 0.486936 0.323586 2.46891 0.942138 10 2 5 1 0.485223 0.486936 0 4.14103 1.28678 10 2 22 2 +40 0 0.386463 0.387065 0.224384 2.00504 0.764675 9 2 4 1 0.385685 0.387065 0 3.28726 1.01897 9 2 16 2 +41 0 0.386521 0.387065 0.235707 1.99 0.760888 9 2 5 1 0.385703 0.387065 0 3.25631 1.01284 9 2 16 2 +42 0 0.386589 0.387065 0.28676 1.99179 0.7611 9 2 4 1 0.385728 0.387065 0 3.22696 1.00701 9 2 16 2 +43 0 0.386543 0.387065 0.236828 1.97676 0.75595 9 2 5 1 0.385744 0.387065 0 3.19855 1.00127 9 2 16 2 +44 0 0.386479 0.387066 0.224201 1.98973 0.758112 9 2 5 2 0.385763 0.387066 0 3.17168 0.995875 9 2 16 2 +45 0 0.386511 0.387066 0.24933 1.97463 0.751012 9 2 5 1 0.385776 0.387066 0 3.14566 0.99055 9 2 16 2 +46 0 0.386589 0.387066 0.286776 1.94494 0.7414 9 2 4 1 0.385792 0.387066 0 3.12014 0.985262 9 2 16 2 +47 0 0.386524 0.387066 0.261864 1.95283 0.744712 9 2 4 1 0.385814 0.387066 0 3.09575 0.98025 9 2 16 2 +48 0 0.386573 0.387066 0.299048 1.96165 0.747975 9 2 4 1 0.385826 0.387066 0 3.07265 0.9755 9 2 16 2 +49 0 0.386559 0.387066 0.273936 1.94343 0.744237 9 2 4 1 0.385841 0.387066 0 3.05006 0.970875 9 2 16 2 +50 0 0.299276 0.29967 0.211805 1.49483 0.571688 7 2 3 1 0.298706 0.29967 0 2.39021 0.7555 7 2 13 1 diff --git a/Seminar/10gen/80pop/aggregated_best_fitness.tsv b/Seminar/10gen/80pop/aggregated_best_fitness.tsv new file mode 100644 index 0000000..7e68f80 --- /dev/null +++ b/Seminar/10gen/80pop/aggregated_best_fitness.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 80 +1 80 +2 80 +3 80 +4 80 +5 63 +6 63 +7 63 +8 63 +9 63 +10 50 +11 50 +12 50 +13 50 +14 50 +15 39 +16 39 +17 39 +18 39 +19 39 +20 31 +21 31 +22 31 +23 31 +24 31 +Timer Name Value +CPU Time (ns): 35165643415 +Wall Time (ms): 81268 +CPU Cycles: 7747709899054928 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 31997952 +2 12153 33439744 +3 14903 33931264 +4 19081 34287616 +5 19577 34258944 +6 23037 35037184 +7 23360 35663872 +8 23986 36950016 +9 26348 37814272 +10 28063 38121472 +11 31145 39034880 +12 40829 39813120 +13 43855 40890368 +14 46787 41115648 +15 49868 42115072 +16 52896 41816064 +17 53852 41988096 +18 54206 43343872 +19 54780 43601920 +20 55158 43884544 +21 55296 44625920 +22 58601 45363200 +23 59406 45883392 +24 59556 46256128 +25 60655 46161920 +26 62088 46542848 +27 63243 47386624 +28 64704 48361472 +29 66016 48824320 +30 66841 49401856 +31 67432 50061312 +32 69011 49922048 +33 69890 49700864 +34 70088 50458624 +35 71071 50466816 +36 72066 50929664 +37 72942 51687424 +38 73708 52023296 +39 74051 52076544 +40 74279 52826112 +41 74635 53313536 +42 76156 53583872 +43 76660 54308864 +44 77345 55369728 +45 77721 55595008 +46 78594 56299520 +47 79155 56958976 +48 79859 56946688 +49 80090 57327616 +50 80219 58449920 +51 80313 58253312 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 35165643415 +Wall Time (ms): 81091 +CPU Cycles: 7747709899054928 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 31997952 +2 12153 33439744 +3 14903 33931264 +4 19081 34287616 +5 19577 34258944 +6 23037 35037184 +7 23360 35663872 +8 23986 36950016 +9 26348 37814272 +10 28063 38121472 +11 31145 39034880 +12 40829 39813120 +13 43855 40890368 +14 46787 41115648 +15 49868 42115072 +16 52896 41816064 +17 53852 41988096 +18 54206 43343872 +19 54780 43601920 +20 55158 43884544 +21 55296 44625920 +22 58601 45363200 +23 59406 45883392 +24 59556 46256128 +25 60655 46161920 +26 62088 46542848 +27 63243 47386624 +28 64704 48361472 +29 66016 48824320 +30 66841 49401856 +31 67432 50061312 +32 69011 49922048 +33 69890 49700864 +34 70088 50458624 +35 71071 50466816 +36 72066 50929664 +37 72942 51687424 +38 73708 52023296 +39 74051 52076544 +40 74279 52826112 +41 74635 53313536 +42 76156 53583872 +43 76660 54308864 +44 77345 55369728 +45 77721 55595008 +46 78594 56299520 +47 79155 56958976 +48 79859 56946688 +49 80090 57327616 +50 80219 58449920 +51 80313 58253312 +Hits Total +2573 2810 +Percent Hit: 91.5658% +Fitness +0.998932 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1058 76 1515 161 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9667 0.9985 0 16.904 3.393 38 5 34 5 0.9667 0.9985 0 16.904 3.393 38 5 34 5 +1 0 0.9929 0.9985 0 15.884 3.59 38 5 49 6 0.9798 0.9985 0 16.394 3.491 38 5 34 5 +2 0 0.988 0.9985 0 14.021 3.535 38 5 26 8 0.9825 0.9985 0 15.603 3.506 38 5 34 5 +3 0 0.9955 0.9985 0 13.584 3.474 38 5 92 10 0.9858 0.9985 0 15.098 3.498 38 5 34 5 +4 0 0.993 0.9985 0 13.231 3.451 38 5 47 6 0.9872 0.9985 0 14.725 3.489 38 5 34 5 +5 0 0.9943 0.9985 0 12.818 3.303 3 1 55 11 0.9884 0.9985 0 14.407 3.458 3 1 34 5 +6 0 0.993 0.9985 0 12.354 3.33 3 1 44 11 0.989 0.9985 0 14.114 3.439 3 1 34 5 +7 0 0.9967 0.9986 0 12.589 3.507 33 6 43 6 0.99 0.9986 0 13.923 3.448 33 6 34 5 +8 0 0.9955 0.9986 0 11.869 3.411 33 6 9 4 0.9906 0.9986 0 13.695 3.444 33 6 34 5 +9 0 0.993 0.9986 0 11.26 3.316 33 6 15 4 0.9909 0.9986 0 13.451 3.431 33 6 34 5 +10 0 0.998 0.9986 0.9975 10.661 3.101 33 6 17 6 0.9915 0.9986 0 13.198 3.401 33 6 34 5 +11 0 0.9943 0.9988 0 10.537 3.178 34 6 45 7 0.9917 0.9988 0 12.976 3.382 34 6 34 5 +12 0 0.998 0.9988 0.998 9.951 3.089 34 6 3 1 0.9922 0.9988 0 12.743 3.36 34 6 34 5 +13 0 0.9967 0.9988 0 9.8 3.072 34 6 30 8 0.9925 0.9988 0 12.533 3.339 34 6 34 5 +14 0 0.9968 0.9988 0 9.219 2.976 34 6 5 2 0.9928 0.9988 0 12.312 3.315 34 6 34 5 +15 0 0.9955 0.9988 0 8.706 2.956 34 6 12 6 0.993 0.9988 0 12.087 3.293 34 6 34 5 +16 0 0.9968 0.9988 0 7.508 2.646 34 6 19 5 0.9932 0.9988 0 11.817 3.255 34 6 34 5 +17 0 0.9953 0.9988 0 7.545 2.695 34 6 28 9 0.9933 0.9988 0 11.58 3.224 34 6 34 5 +18 0 0.9978 0.9988 0.8571 7.325 2.546 34 6 37 7 0.9936 0.9988 0 11.356 3.188 34 6 34 5 +19 0 0.9967 0.9988 0 7.19 2.493 34 6 65 10 0.9937 0.9988 0 11.148 3.153 34 6 34 5 +20 0 0.998 0.9988 0.9977 7.006 2.496 34 6 4 2 0.9939 0.9988 0 10.951 3.122 34 6 34 5 +21 0 0.9966 0.9988 0 6.753 2.474 34 6 11 4 0.994 0.9988 0 10.76 3.092 34 6 34 5 +22 0 0.9966 0.9988 0 6.614 2.425 34 6 12 4 0.9942 0.9988 0 10.579 3.063 34 6 34 5 +23 0 0.9966 0.9988 0 6.494 2.354 34 6 28 6 0.9943 0.9988 0 10.409 3.034 34 6 34 5 +24 0 0.9955 0.9988 0 6.232 2.285 34 6 6 2 0.9943 0.9988 0 10.242 3.004 34 6 34 5 +25 0 0.9967 0.9988 0 6.28 2.289 34 6 16 5 0.9944 0.9988 0 10.09 2.976 34 6 34 5 +26 0 0.9953 0.9989 0 6.058 2.236 39 7 10 5 0.9944 0.9989 0 9.94 2.949 39 7 34 5 +27 0 0.998 0.9989 0.9978 5.854 2.17 39 7 19 5 0.9946 0.9989 0 9.794 2.921 39 7 34 5 +28 0 0.998 0.9989 0.9977 5.694 2.124 39 7 9 4 0.9947 0.9989 0 9.653 2.894 39 7 34 5 +29 0 0.998 0.9989 0.9979 5.544 2.05 39 7 6 4 0.9948 0.9989 0 9.516 2.865 39 7 34 5 +30 0 0.998 0.9989 0.998 5.298 2.001 39 7 55 11 0.9949 0.9989 0 9.38 2.838 39 7 34 5 +31 0 0.998 0.9989 0.998 5.23 2.02 39 7 9 4 0.995 0.9989 0 9.25 2.812 39 7 34 5 +32 0 0.9977 0.9989 0.8 5.471 2.114 39 7 25 9 0.9951 0.9989 0 9.136 2.791 39 7 34 5 +33 0 0.9967 0.9989 0 5.253 2.046 39 7 15 4 0.9951 0.9989 0 9.022 2.769 39 7 34 5 +34 0 0.998 0.9989 0.9979 5.226 1.966 39 7 3 1 0.9952 0.9989 0 8.913 2.746 39 7 34 5 +35 0 0.998 0.9989 0.998 4.776 1.781 39 7 3 1 0.9953 0.9989 0 8.798 2.719 39 7 34 5 +36 0 0.9968 0.9989 0 5.1 1.93 50 12 11 4 0.9953 0.9989 0 8.698 2.698 50 12 34 5 +37 0 0.998 0.9989 0.997 5.055 1.846 50 12 9 3 0.9954 0.9989 0 8.602 2.676 50 12 34 5 +38 0 0.998 0.9989 0.9975 5.181 1.87 50 12 8 4 0.9955 0.9989 0 8.515 2.655 50 12 34 5 +39 0 0.998 0.9989 0.9976 5.469 1.985 50 12 4 2 0.9955 0.9989 0 8.439 2.638 50 12 34 5 +40 0 0.998 0.9989 0.9978 5.545 2.053 50 12 13 5 0.9956 0.9989 0 8.368 2.624 50 12 34 5 +41 0 0.9979 0.9989 0.9565 5.848 2.141 50 12 46 10 0.9956 0.9989 0 8.308 2.612 50 12 34 5 +42 0 0.9968 0.9989 0 5.736 2.123 50 12 36 11 0.9957 0.9989 0 8.248 2.601 50 12 34 5 +43 0 0.9968 0.9989 0 5.298 2.006 50 12 12 6 0.9957 0.9989 0 8.181 2.587 50 12 34 5 +44 0 0.9955 0.9989 0 5.304 2.018 50 12 13 6 0.9957 0.9989 0 8.117 2.575 50 12 34 5 +45 0 0.998 0.9989 0.9973 5.115 1.971 50 12 7 4 0.9957 0.9989 0 8.052 2.562 50 12 34 5 +46 0 0.9967 0.9989 0 4.741 1.863 50 12 14 5 0.9958 0.9989 0 7.981 2.547 50 12 34 5 +47 0 0.998 0.9989 0.998 4.888 1.915 50 12 3 1 0.9958 0.9989 0 7.917 2.534 50 12 34 5 +48 0 0.998 0.9989 0.998 4.821 1.864 50 12 7 3 0.9958 0.9989 0 7.854 2.52 50 12 34 5 +49 0 0.998 0.9989 0.998 4.763 1.861 50 12 3 1 0.9959 0.9989 0 7.792 2.507 50 12 34 5 +50 0 0.998 0.9989 0.9975 4.936 1.884 50 12 6 2 0.9959 0.9989 0 7.736 2.495 50 12 34 5 diff --git a/Seminar/10gen/80pop/aggregated_best_generations.tsv b/Seminar/10gen/80pop/aggregated_best_generations.tsv new file mode 100644 index 0000000..79b2e98 --- /dev/null +++ b/Seminar/10gen/80pop/aggregated_best_generations.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 80 +1 80 +2 80 +3 80 +4 80 +5 63 +6 63 +7 63 +8 63 +9 63 +10 50 +11 50 +12 50 +13 50 +14 50 +15 39 +16 39 +17 39 +18 39 +19 39 +20 31 +21 31 +22 31 +23 31 +24 31 +Timer Name Value +CPU Time (ns): 764768782757 +Wall Time (ms): 81268 +CPU Cycles: 154954199729602431 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 776441856 +2 7692 813109248 +3 12097 828526592 +4 15318 843612160 +5 18748 860626944 +6 22264 874754048 +7 25305 890232832 +8 27787 905117696 +9 29977 922120192 +10 31520 937275392 +11 32645 950341632 +12 39983 968384512 +13 42584 981307392 +14 44776 996036608 +15 46949 1006686208 +16 48869 1015791616 +17 50474 1028096000 +18 52001 1041158144 +19 53149 1051656192 +20 53976 1067945984 +21 54496 1079214080 +22 58117 1092710400 +23 59361 1104977920 +24 60591 1114783744 +25 61821 1124753408 +26 62916 1137340416 +27 64015 1148469248 +28 65085 1158422528 +29 65857 1168732160 +30 66521 1179361280 +31 66975 1191505920 +32 68981 1196482560 +33 69698 1206849536 +34 70326 1216094208 +35 71057 1226321920 +36 71745 1239224320 +37 72395 1248145408 +38 72969 1260503040 +39 73487 1272373248 +40 73865 1286037504 +41 74146 1294888960 +42 75687 1303642112 +43 76176 1314553856 +44 76762 1324822528 +45 77291 1336569856 +46 77885 1347649536 +47 78346 1357750272 +48 78851 1367638016 +49 79264 1378201600 +50 79630 1388113920 +51 79856 1396539392 +Aggregation Count: 24 +Timer Name Value +CPU Time (ns): 31865365948 +Wall Time (ms): 74078 +CPU Cycles: 6456424988733434 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 32351744 +2 7692 33879552 +3 12097 34521941 +4 15318 35150506 +5 18748 35859456 +6 22264 36448085 +7 25305 37093034 +8 27787 37713237 +9 29977 38421674 +10 31520 39053141 +11 32645 39597568 +12 39983 40349354 +13 42584 40887808 +14 44776 41501525 +15 46949 41945258 +16 48869 42324650 +17 50474 42837333 +18 52001 43381589 +19 53149 43819008 +20 53976 44497749 +21 54496 44967253 +22 58117 45529600 +23 59361 46040746 +24 60591 46449322 +25 61821 46864725 +26 62916 47389184 +27 64015 47852885 +28 65085 48267605 +29 65857 48697173 +30 66521 49140053 +31 66975 49646080 +32 68981 49853440 +33 69698 50285397 +34 70326 50670592 +35 71057 51096746 +36 71745 51634346 +37 72395 52006058 +38 72969 52520960 +39 73487 53015552 +40 73865 53584896 +41 74146 53953706 +42 75687 54318421 +43 76176 54773077 +44 76762 55200938 +45 77291 55690410 +46 77885 56152064 +47 78346 56572928 +48 78851 56984917 +49 79264 57425066 +50 79630 57838080 +51 79856 58189141 +Hits Total +2537 2810 +Percent Hit: 90.2847% +Fitness +0.998892 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1012 115 1525 156 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.957383 0.998421 0 17.5829 3.35021 34 4 43 5 0.957383 0.998421 0 17.5829 3.35021 34 4 43 5 +1 0 0.991704 0.9986 0 15.7016 3.39125 33 4 39 6 0.974542 0.9986 0 16.6422 3.37067 33 4 43 5 +2 0 0.992642 0.998712 0 15.1095 3.46067 33 5 33 6 0.980575 0.998712 0 16.1312 3.40067 33 5 43 5 +3 0 0.992437 0.998746 0 14.5177 3.47254 31 5 31 6 0.983546 0.998746 0 15.7278 3.41879 31 5 43 5 +4 0 0.993062 0.998771 0 13.9084 3.47967 31 5 33 6 0.985442 0.998771 0 15.364 3.43092 31 5 43 5 +5 0 0.993579 0.998775 0.0415542 13.3646 3.47721 28 5 41 7 0.986788 0.998775 0 15.0307 3.43858 28 5 43 5 +6 0 0.994625 0.998792 0.04155 12.7749 3.45179 29 5 47 8 0.987908 0.998792 0 14.7085 3.4405 29 5 43 5 +7 0 0.994738 0.998817 0.041575 12.3053 3.41587 30 5 35 7 0.988771 0.998817 0 14.4081 3.43737 30 5 43 5 +8 0 0.994725 0.998825 0.124404 11.7564 3.33913 30 5 39 8 0.989433 0.998825 0 14.1135 3.42646 30 5 43 5 +9 0 0.995254 0.998825 0.083 11.2344 3.29 30 5 22 6 0.990008 0.998825 0 13.8256 3.41287 30 5 43 5 +10 0 0.996158 0.998825 0.311692 10.8395 3.23283 30 5 36 6 0.990579 0.998825 0 13.5542 3.3965 30 5 43 5 +11 0 0.995829 0.998833 0.041575 10.4826 3.17717 30 5 29 7 0.991008 0.998833 0 13.2981 3.37829 30 5 43 5 +12 0 0.996025 0.998846 0.16615 9.96154 3.08521 29 5 32 6 0.991396 0.998846 0 13.0415 3.35571 29 5 43 5 +13 0 0.996479 0.998858 0.240996 9.64829 3.03988 31 5 30 7 0.99175 0.998858 0 12.7991 3.33308 31 5 43 5 +14 0 0.995979 0.998858 0.165825 9.18675 2.95125 31 5 32 7 0.992042 0.998858 0 12.5583 3.30763 31 5 43 5 +15 0 0.996333 0.998858 0.332342 8.85517 2.87575 31 6 33 7 0.992304 0.998858 0 12.3267 3.28054 31 6 43 5 +16 0 0.996767 0.998862 0.457012 8.54146 2.80221 30 5 24 5 0.992575 0.998862 0 12.1042 3.2525 30 5 43 5 +17 0 0.996646 0.998867 0.249308 8.21737 2.74292 29 5 29 7 0.9928 0.998867 0 11.8882 3.22417 29 5 43 5 +18 0 0.996604 0.998879 0.326463 7.96933 2.67592 24 5 26 6 0.993012 0.998879 0 11.6819 3.19538 24 5 43 5 +19 0 0.996954 0.998879 0.498433 7.69479 2.59875 24 5 28 6 0.993196 0.998879 0 11.4827 3.16546 24 5 43 5 +20 0 0.9966 0.998879 0.415392 7.56246 2.57546 24 5 29 7 0.993354 0.998879 0 11.296 3.1375 24 5 43 5 +21 0 0.9968 0.998879 0.539921 7.21717 2.48979 21 5 23 5 0.993513 0.998879 0 11.1105 3.10788 21 5 43 5 +22 0 0.996642 0.998883 0.332475 7.02546 2.45263 22 5 23 6 0.993654 0.998883 0 10.933 3.07942 22 5 43 5 +23 0 0.997117 0.998883 0.4983 6.90225 2.41783 22 5 23 5 0.993792 0.998883 0 10.765 3.05187 22 5 43 5 +24 0 0.997067 0.998887 0.41535 6.65408 2.36271 22 5 20 5 0.993925 0.998887 0 10.6005 3.02446 22 5 43 5 +25 0 0.996917 0.998887 0.332504 6.56058 2.3375 22 5 19 6 0.99405 0.998887 0 10.4452 2.99796 22 5 43 5 +26 0 0.996596 0.998892 0.374092 6.32796 2.27633 22 5 22 6 0.994133 0.998892 0 10.2927 2.97117 22 5 43 5 +27 0 0.997379 0.998892 0.704779 6.12337 2.22596 22 5 19 6 0.994258 0.998892 0 10.1438 2.94467 22 5 43 5 +28 0 0.99765 0.998892 0.746279 5.99796 2.18925 22 5 12 3 0.994363 0.998892 0 10.0008 2.91854 22 5 43 5 +29 0 0.997075 0.998896 0.623467 5.80654 2.13854 25 6 12 4 0.994454 0.998896 0 9.86096 2.89258 25 6 43 5 +30 0 0.997546 0.998896 0.664625 5.62921 2.08725 25 6 16 4 0.994554 0.998896 0 9.72454 2.86663 25 6 43 5 +31 0 0.997592 0.998896 0.747833 5.53258 2.05008 25 6 13 4 0.994646 0.998896 0 9.59337 2.84104 25 6 43 5 +32 0 0.997525 0.998896 0.739004 5.46971 2.04033 25 6 13 4 0.994733 0.998896 0 9.46846 2.81683 25 6 43 5 +33 0 0.997167 0.998896 0.498854 5.39492 2.03412 25 6 17 5 0.994821 0.998896 0 9.34867 2.79375 25 6 43 5 +34 0 0.997488 0.998896 0.665104 5.34837 2.00533 25 6 10 3 0.994892 0.998896 0 9.23454 2.77129 25 6 43 5 +35 0 0.997696 0.998896 0.831304 5.34575 1.99562 25 6 11 3 0.994971 0.998896 0 9.12633 2.74962 25 6 43 5 +36 0 0.997387 0.998896 0.623583 5.28788 1.988 26 6 9 3 0.995029 0.998896 0 9.02271 2.72908 26 6 43 5 +37 0 0.997438 0.998896 0.581937 5.19767 1.95958 26 6 9 3 0.9951 0.998896 0 8.92196 2.70875 26 6 43 5 +38 0 0.997333 0.998896 0.623292 5.27129 1.99012 26 6 12 4 0.995154 0.998896 0 8.82829 2.69033 26 6 43 5 +39 0 0.997171 0.998896 0.496779 5.25508 1.97254 26 6 13 4 0.995208 0.998896 0 8.73912 2.67258 26 6 43 5 +40 0 0.997229 0.998896 0.498675 5.27317 1.995 26 6 11 4 0.995254 0.998896 0 8.65454 2.65592 26 6 43 5 +41 0 0.997475 0.998896 0.577896 5.22042 1.98242 26 6 15 4 0.995296 0.998896 0 8.57263 2.63996 26 6 43 5 +42 0 0.997546 0.998896 0.665129 5.23913 1.98663 26 6 12 4 0.995367 0.998896 0 8.49525 2.62483 26 6 43 5 +43 0 0.997446 0.998896 0.539979 5.17471 1.966 26 6 15 5 0.9954 0.998896 0 8.41975 2.60971 26 6 43 5 +44 0 0.997329 0.9989 0.581067 5.22921 1.9775 26 6 15 5 0.995454 0.9989 0 8.34879 2.59571 26 6 43 5 +45 0 0.997342 0.9989 0.58165 5.19758 1.96183 26 6 16 5 0.995483 0.9989 0 8.28033 2.582 26 6 43 5 +46 0 0.997754 0.9989 0.789625 5.09663 1.92908 26 6 10 3 0.995538 0.9989 0 8.21267 2.56804 26 6 43 5 +47 0 0.997329 0.9989 0.581879 5.12179 1.94029 26 6 10 4 0.995579 0.9989 0 8.14808 2.55504 26 6 43 5 +48 0 0.997596 0.9989 0.789033 5.16104 1.95663 25 6 11 3 0.995621 0.9989 0 8.08721 2.54279 25 6 43 5 +49 0 0.9975 0.9989 0.6643 5.07879 1.93675 25 6 13 4 0.995658 0.9989 0 8.02712 2.53062 25 6 43 5 +50 0 0.997587 0.9989 0.706017 4.98275 1.90563 26 6 13 4 0.995687 0.9989 0 7.96738 2.51833 26 6 43 5 diff --git a/Seminar/10gen/80pop/aggregated_best_hits.tsv b/Seminar/10gen/80pop/aggregated_best_hits.tsv new file mode 100644 index 0000000..51b274b --- /dev/null +++ b/Seminar/10gen/80pop/aggregated_best_hits.tsv @@ -0,0 +1,199 @@ +Run Remaining Subpopulations +0 80 +1 80 +2 80 +3 80 +4 80 +5 63 +6 63 +7 63 +8 63 +9 63 +10 50 +11 50 +12 50 +13 50 +14 50 +15 39 +16 39 +17 39 +18 39 +19 39 +20 31 +21 31 +22 31 +23 31 +24 31 +Timer Name Value +CPU Time (ns): 38161219839 +Wall Time (ms): 81268 +CPU Cycles: 7747709845638494 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 32112640 +2 9468 33435648 +3 16311 34177024 +4 20881 34545664 +5 25946 35078144 +6 29422 36597760 +7 32121 36773888 +8 34281 37875712 +9 35006 39088128 +10 35797 39038976 +11 35910 39890944 +12 40673 40280064 +13 44192 40198144 +14 47110 41148416 +15 49408 41398272 +16 51868 42229760 +17 54170 43073536 +18 55014 43790336 +19 55632 44527616 +20 55769 44347392 +21 55874 44597248 +22 58108 45707264 +23 59863 46616576 +24 61406 46993408 +25 63257 47562752 +26 64126 47620096 +27 64453 47763456 +28 66162 47980544 +29 66844 48496640 +30 67046 49360896 +31 67264 50016256 +32 69145 50765824 +33 70313 50962432 +34 71177 51138560 +35 72085 51281920 +36 72986 51240960 +37 73712 52355072 +38 74219 52506624 +39 74437 52625408 +40 74517 53739520 +41 74568 54296576 +42 75892 55230464 +43 76203 55685120 +44 76783 56610816 +45 77256 56438784 +46 77886 56979456 +47 78519 57450496 +48 78899 57905152 +49 79495 58232832 +50 79844 57827328 +51 79926 58847232 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 38161219839 +Wall Time (ms): 80735 +CPU Cycles: 7747709845638494 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 32112640 +2 9468 33435648 +3 16311 34177024 +4 20881 34545664 +5 25946 35078144 +6 29422 36597760 +7 32121 36773888 +8 34281 37875712 +9 35006 39088128 +10 35797 39038976 +11 35910 39890944 +12 40673 40280064 +13 44192 40198144 +14 47110 41148416 +15 49408 41398272 +16 51868 42229760 +17 54170 43073536 +18 55014 43790336 +19 55632 44527616 +20 55769 44347392 +21 55874 44597248 +22 58108 45707264 +23 59863 46616576 +24 61406 46993408 +25 63257 47562752 +26 64126 47620096 +27 64453 47763456 +28 66162 47980544 +29 66844 48496640 +30 67046 49360896 +31 67264 50016256 +32 69145 50765824 +33 70313 50962432 +34 71177 51138560 +35 72085 51281920 +36 72986 51240960 +37 73712 52355072 +38 74219 52506624 +39 74437 52625408 +40 74517 53739520 +41 74568 54296576 +42 75892 55230464 +43 76203 55685120 +44 76783 56610816 +45 77256 56438784 +46 77886 56979456 +47 78519 57450496 +48 78899 57905152 +49 79495 58232832 +50 79844 57827328 +51 79926 58847232 +Hits Total +2623 2810 +Percent Hit: 93.3452% +Fitness +0.998899 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1005 111 1618 76 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9619 0.9981 0 17.741 3.428 59 6 61 6 0.9619 0.9981 0 17.741 3.428 59 6 61 6 +1 0 0.993 0.9981 0 15.915 3.49 33 5 42 9 0.9774 0.9981 0 16.828 3.459 33 5 61 6 +2 0 0.9868 0.9987 0 14.204 3.481 37 5 43 8 0.9806 0.9987 0 15.953 3.466 37 5 61 6 +3 0 0.9893 0.9987 0 14.321 3.584 37 5 18 6 0.9827 0.9987 0 15.545 3.496 37 5 61 6 +4 0 0.9918 0.9987 0 13.164 3.522 37 5 31 6 0.9846 0.9987 0 15.069 3.501 37 5 61 6 +5 0 0.9955 0.9987 0 11.701 3.45 37 5 62 8 0.9864 0.9987 0 14.508 3.493 37 5 61 6 +6 0 0.9968 0.9987 0 10.894 3.236 37 5 38 8 0.9879 0.9987 0 13.991 3.456 37 5 61 6 +7 0 0.9968 0.9987 0 11.835 3.391 37 5 39 8 0.989 0.9987 0 13.722 3.448 37 5 61 6 +8 0 0.9968 0.9987 0 11.624 3.266 37 5 52 10 0.9899 0.9987 0 13.489 3.428 37 5 61 6 +9 0 0.9918 0.9987 0 10.751 3.201 37 5 15 5 0.99 0.9987 0 13.215 3.405 37 5 61 6 +10 0 0.9943 0.9987 0 11.25 3.317 37 5 8 3 0.9904 0.9987 0 13.036 3.397 37 5 61 6 +11 0 0.9968 0.9987 0 10.554 3.228 37 5 16 5 0.991 0.9987 0 12.829 3.383 37 5 61 6 +12 0 0.9955 0.9987 0 10.495 3.145 37 5 8 4 0.9913 0.9987 0 12.65 3.365 37 5 61 6 +13 0 0.9968 0.9987 0 10.781 3.225 37 5 7 3 0.9917 0.9987 0 12.516 3.355 37 5 61 6 +14 0 0.9943 0.9987 0 9.925 3.053 37 5 5 2 0.9919 0.9987 0 12.344 3.334 37 5 61 6 +15 0 0.9955 0.9987 0 10.099 3.138 37 5 36 12 0.9921 0.9987 0 12.203 3.322 37 5 61 6 +16 0 0.9968 0.9987 0 9.404 2.949 37 5 14 4 0.9924 0.9987 0 12.039 3.3 37 5 61 6 +17 0 0.9955 0.9987 0 8.66 2.891 37 5 29 9 0.9926 0.9987 0 11.851 3.277 37 5 61 6 +18 0 0.9955 0.9988 0 8.02 2.759 5 2 18 7 0.9927 0.9988 0 11.649 3.25 5 2 61 6 +19 0 0.998 0.9988 0.9978 8.068 2.75 5 2 4 2 0.993 0.9988 0 11.47 3.225 5 2 61 6 +20 0 0.998 0.9988 0.9979 7.836 2.669 5 2 11 4 0.9932 0.9988 0 11.297 3.199 5 2 61 6 +21 0 0.998 0.9988 0.9979 7.235 2.575 5 2 5 2 0.9934 0.9988 0 11.113 3.17 5 2 61 6 +22 0 0.998 0.9988 0.9972 7.075 2.533 5 2 15 6 0.9936 0.9988 0 10.937 3.143 5 2 61 6 +23 0 0.998 0.9988 0.9979 7.711 2.716 5 2 2 1 0.9938 0.9988 0 10.803 3.125 5 2 61 6 +24 0 0.9955 0.9988 0 7.527 2.664 5 2 25 8 0.9939 0.9988 0 10.672 3.106 5 2 61 6 +25 0 0.998 0.9988 0.9978 7.669 2.739 5 2 15 6 0.9941 0.9988 0 10.556 3.092 5 2 61 6 +26 0 0.993 0.9988 0 7.021 2.553 5 2 6 3 0.994 0.9988 0 10.425 3.072 5 2 61 6 +27 0 0.998 0.9988 0.9977 6.739 2.476 5 2 13 5 0.9942 0.9988 0 10.294 3.051 5 2 61 6 +28 0 0.998 0.9988 0.995 6.785 2.542 5 2 13 5 0.9943 0.9988 0 10.173 3.033 5 2 61 6 +29 0 0.998 0.9989 0.9972 5.9 2.315 40 14 9 4 0.9944 0.9989 0 10.03 3.01 40 14 61 6 +30 0 0.9968 0.9989 0 5.479 2.166 40 14 31 8 0.9945 0.9989 0 9.883 2.982 40 14 61 6 +31 0 0.998 0.9989 0.9978 5.173 2.049 40 14 7 4 0.9946 0.9989 0 9.736 2.953 40 14 61 6 +32 0 0.998 0.9989 0.9971 5.055 2.004 40 14 3 1 0.9947 0.9989 0 9.594 2.924 40 14 61 6 +33 0 0.998 0.9989 0.9971 5.001 2.024 40 14 3 1 0.9948 0.9989 0 9.459 2.898 40 14 61 6 +34 0 0.9968 0.9989 0 4.956 1.96 40 14 16 5 0.9949 0.9989 0 9.331 2.871 40 14 61 6 +35 0 0.998 0.9989 0.9979 5.107 2.024 38 14 6 3 0.995 0.9989 0 9.213 2.848 38 14 61 6 +36 0 0.998 0.9989 0.9963 5.395 2.138 38 14 17 8 0.995 0.9989 0 9.11 2.828 38 14 61 6 +37 0 0.9968 0.9989 0 5.261 2.03 38 14 10 4 0.9951 0.9989 0 9.009 2.807 38 14 61 6 +38 0 0.9955 0.9989 0 5.469 2.094 38 14 31 11 0.9951 0.9989 0 8.918 2.789 38 14 61 6 +39 0 0.998 0.9989 0.9979 5.486 2.115 38 14 1 0 0.9952 0.9989 0 8.832 2.772 38 14 61 6 +40 0 0.998 0.9989 0.9977 5.735 2.183 38 14 11 4 0.9952 0.9989 0 8.757 2.758 38 14 61 6 +41 0 0.998 0.9989 0.9979 5.809 2.217 38 14 3 1 0.9953 0.9989 0 8.686 2.745 38 14 61 6 +42 0 0.998 0.9989 0.9975 6.145 2.341 38 14 7 4 0.9954 0.9989 0 8.627 2.736 38 14 61 6 +43 0 0.9968 0.9989 0 6.145 2.344 38 14 15 7 0.9954 0.9989 0 8.571 2.727 38 14 61 6 +44 0 0.998 0.9989 0.9808 6.218 2.415 38 14 40 13 0.9955 0.9989 0 8.519 2.72 38 14 61 6 +45 0 0.9968 0.9989 0 5.843 2.27 38 14 18 5 0.9955 0.9989 0 8.46 2.71 38 14 61 6 +46 0 0.9968 0.9989 0 5.765 2.225 38 14 16 6 0.9955 0.9989 0 8.403 2.7 38 14 61 6 +47 0 0.998 0.9989 0.9973 5.981 2.31 38 14 5 2 0.9956 0.9989 0 8.353 2.692 38 14 61 6 +48 0 0.998 0.9989 0.9979 5.838 2.219 38 14 3 1 0.9956 0.9989 0 8.301 2.682 38 14 61 6 +49 0 0.9968 0.9989 0 5.103 1.959 38 14 38 14 0.9956 0.9989 0 8.237 2.667 38 14 61 6 +50 0 0.998 0.9989 0.9974 4.959 1.917 42 14 4 2 0.9957 0.9989 0 8.173 2.653 42 14 61 6 diff --git a/Seminar/10gen/80pop/aggregated_fn.tsv b/Seminar/10gen/80pop/aggregated_fn.tsv new file mode 100644 index 0000000..5697727 --- /dev/null +++ b/Seminar/10gen/80pop/aggregated_fn.tsv @@ -0,0 +1,30 @@ +Run(RV)/(PV) CC CO OO OC +0 120 1004 1583 103 +1 1002 119 1440 249 +2 386 773 1567 84 +3 412 747 1366 285 +4 558 558 1517 177 +5 1021 120 1568 101 +6 417 707 1514 172 +7 148 974 1660 28 +8 422 715 1672 1 +9 1114 0 0 1696 + +Best Result: + CC CO OO OC + 120 1004 1583 103 +Fitness: 0.998124 +Total results: + CC CO OO OC + 5600 5717 13887 2896 + +Averaged results: + CC CO OO OC + 560 571 1388 289 + + +Average Hits Per Run: 1948 +Average Tests Per Run: 2810 +Average % Correct Per Run: 0.693238 +Total Hits(All runs combined): 19487 +Total Tests(All runs combined): 28100 diff --git a/Seminar/10gen/80pop/aggregated_runs.tsv b/Seminar/10gen/80pop/aggregated_runs.tsv new file mode 100644 index 0000000..2594af4 --- /dev/null +++ b/Seminar/10gen/80pop/aggregated_runs.tsv @@ -0,0 +1,214 @@ +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +=AVERAGE(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =AVERAGE(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =AVERAGE(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =AVERAGE(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =AVERAGE(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =AVERAGE(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =AVERAGE(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =AVERAGE(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =AVERAGE(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =AVERAGE(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =AVERAGE(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =AVERAGE(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =AVERAGE(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =AVERAGE(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =AVERAGE(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =AVERAGE(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =AVERAGE(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =AVERAGE(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =AVERAGE(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =AVERAGE(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a54, a55, a56, a57, a58, a59, a60, a61, a62, a63) =STDEV.P(b54, b55, b56, b57, b58, b59, b60, b61, b62, b63) =STDEV.P(c54, c55, c56, c57, c58, c59, c60, c61, c62, c63) =STDEV.P(d54, d55, d56, d57, d58, d59, d60, d61, d62, d63) =STDEV.P(e54, e55, e56, e57, e58, e59, e60, e61, e62, e63) =STDEV.P(f54, f55, f56, f57, f58, f59, f60, f61, f62, f63) =STDEV.P(g54, g55, g56, g57, g58, g59, g60, g61, g62, g63) =STDEV.P(h54, h55, h56, h57, h58, h59, h60, h61, h62, h63) =STDEV.P(i54, i55, i56, i57, i58, i59, i60, i61, i62, i63) =STDEV.P(j54, j55, j56, j57, j58, j59, j60, j61, j62, j63) =STDEV.P(k54, k55, k56, k57, k58, k59, k60, k61, k62, k63) =STDEV.P(l54, l55, l56, l57, l58, l59, l60, l61, l62, l63) =STDEV.P(m54, m55, m56, m57, m58, m59, m60, m61, m62, m63) =STDEV.P(n54, n55, n56, n57, n58, n59, n60, n61, n62, n63) =STDEV.P(o54, o55, o56, o57, o58, o59, o60, o61, o62, o63) =STDEV.P(p54, p55, p56, p57, p58, p59, p60, p61, p62, p63) =STDEV.P(q54, q55, q56, q57, q58, q59, q60, q61, q62, q63) =STDEV.P(r54, r55, r56, r57, r58, r59, r60, r61, r62, r63) =STDEV.P(s54, s55, s56, s57, s58, s59, s60, s61, s62, s63) =STDEV.P(t54, t55, t56, t57, t58, t59, t60, t61, t62, t63) =STDEV.P(a2, a3, a4, a5, a6, a7, a8, a9, a10, a11, a12, a13, a14, a15, a16, a17, a18, a19, a20, a21, a22, a23, a24, a25, a26, a27, a28, a29, a30, a31, a32, a33, a34, a35, a36, a37, a38, a39, a40, a41, a42, a43, a44, a45, a46, a47, a48, a49, a50, a51, a52) =STDEV.P(b2, b3, b4, b5, b6, b7, b8, b9, b10, b11, b12, b13, b14, b15, b16, b17, b18, b19, b20, b21, b22, b23, b24, b25, b26, b27, b28, b29, b30, b31, b32, b33, b34, b35, b36, b37, b38, b39, b40, b41, b42, b43, b44, b45, b46, b47, b48, b49, b50, b51, b52) =STDEV.P(c2, c3, c4, c5, c6, c7, c8, c9, c10, c11, c12, c13, c14, c15, c16, c17, c18, c19, c20, c21, c22, c23, c24, c25, c26, c27, c28, c29, c30, c31, c32, c33, c34, c35, c36, c37, c38, c39, c40, c41, c42, c43, c44, c45, c46, c47, c48, c49, c50, c51, c52) =STDEV.P(d2, d3, d4, d5, d6, d7, d8, d9, d10, d11, d12, d13, d14, d15, d16, d17, d18, d19, d20, d21, d22, d23, d24, d25, d26, d27, d28, d29, d30, d31, d32, d33, d34, d35, d36, d37, d38, d39, d40, d41, d42, d43, d44, d45, d46, d47, d48, d49, d50, d51, d52) =STDEV.P(e2, e3, e4, e5, e6, e7, e8, e9, e10, e11, e12, e13, e14, e15, e16, e17, e18, e19, e20, e21, e22, e23, e24, e25, e26, e27, e28, e29, e30, e31, e32, e33, e34, e35, e36, e37, e38, e39, e40, e41, e42, e43, e44, e45, e46, e47, e48, e49, e50, e51, e52) =STDEV.P(f2, f3, f4, f5, f6, f7, f8, f9, f10, f11, f12, f13, f14, f15, f16, f17, f18, f19, f20, f21, f22, f23, f24, f25, f26, f27, f28, f29, f30, f31, f32, f33, f34, f35, f36, f37, f38, f39, f40, f41, f42, f43, f44, f45, f46, f47, f48, f49, f50, f51, f52) =STDEV.P(g2, g3, g4, g5, g6, g7, g8, g9, g10, g11, g12, g13, g14, g15, g16, g17, g18, g19, g20, g21, g22, g23, g24, g25, g26, g27, g28, g29, g30, g31, g32, g33, g34, g35, g36, g37, g38, g39, g40, g41, g42, g43, g44, g45, g46, g47, g48, g49, g50, g51, g52) =STDEV.P(h2, h3, h4, h5, h6, h7, h8, h9, h10, h11, h12, h13, h14, h15, h16, h17, h18, h19, h20, h21, h22, h23, h24, h25, h26, h27, h28, h29, h30, h31, h32, h33, h34, h35, h36, h37, h38, h39, h40, h41, h42, h43, h44, h45, h46, h47, h48, h49, h50, h51, h52) =STDEV.P(i2, i3, i4, i5, i6, i7, i8, i9, i10, i11, i12, i13, i14, i15, i16, i17, i18, i19, i20, i21, i22, i23, i24, i25, i26, i27, i28, i29, i30, i31, i32, i33, i34, i35, i36, i37, i38, i39, i40, i41, i42, i43, i44, i45, i46, i47, i48, i49, i50, i51, i52) =STDEV.P(j2, j3, j4, j5, j6, j7, j8, j9, j10, j11, j12, j13, j14, j15, j16, j17, j18, j19, j20, j21, j22, j23, j24, j25, j26, j27, j28, j29, j30, j31, j32, j33, j34, j35, j36, j37, j38, j39, j40, j41, j42, j43, j44, j45, j46, j47, j48, j49, j50, j51, j52) =STDEV.P(k2, k3, k4, k5, k6, k7, k8, k9, k10, k11, k12, k13, k14, k15, k16, k17, k18, k19, k20, k21, k22, k23, k24, k25, k26, k27, k28, k29, k30, k31, k32, k33, k34, k35, k36, k37, k38, k39, k40, k41, k42, k43, k44, k45, k46, k47, k48, k49, k50, k51, k52) =STDEV.P(l2, l3, l4, l5, l6, l7, l8, l9, l10, l11, l12, l13, l14, l15, l16, l17, l18, l19, l20, l21, l22, l23, l24, l25, l26, l27, l28, l29, l30, l31, l32, l33, l34, l35, l36, l37, l38, l39, l40, l41, l42, l43, l44, l45, l46, l47, l48, l49, l50, l51, l52) =STDEV.P(m2, m3, m4, m5, m6, m7, m8, m9, m10, m11, m12, m13, m14, m15, m16, m17, m18, m19, m20, m21, m22, m23, m24, m25, m26, m27, m28, m29, m30, m31, m32, m33, m34, m35, m36, m37, m38, m39, m40, m41, m42, m43, m44, m45, m46, m47, m48, m49, m50, m51, m52) =STDEV.P(n2, n3, n4, n5, n6, n7, n8, n9, n10, n11, n12, n13, n14, n15, n16, n17, n18, n19, n20, n21, n22, n23, n24, n25, n26, n27, n28, n29, n30, n31, n32, n33, n34, n35, n36, n37, n38, n39, n40, n41, n42, n43, n44, n45, n46, n47, n48, n49, n50, n51, n52) =STDEV.P(o2, o3, o4, o5, o6, o7, o8, o9, o10, o11, o12, o13, o14, o15, o16, o17, o18, o19, o20, o21, o22, o23, o24, o25, o26, o27, o28, o29, o30, o31, o32, o33, o34, o35, o36, o37, o38, o39, o40, o41, o42, o43, o44, o45, o46, o47, o48, o49, o50, o51, o52) =STDEV.P(p2, p3, p4, p5, p6, p7, p8, p9, p10, p11, p12, p13, p14, p15, p16, p17, p18, p19, p20, p21, p22, p23, p24, p25, p26, p27, p28, p29, p30, p31, p32, p33, p34, p35, p36, p37, p38, p39, p40, p41, p42, p43, p44, p45, p46, p47, p48, p49, p50, p51, p52) =STDEV.P(q2, q3, q4, q5, q6, q7, q8, q9, q10, q11, q12, q13, q14, q15, q16, q17, q18, q19, q20, q21, q22, q23, q24, q25, q26, q27, q28, q29, q30, q31, q32, q33, q34, q35, q36, q37, q38, q39, q40, q41, q42, q43, q44, q45, q46, q47, q48, q49, q50, q51, q52) =STDEV.P(r2, r3, r4, r5, r6, r7, r8, r9, r10, r11, r12, r13, r14, r15, r16, r17, r18, r19, r20, r21, r22, r23, r24, r25, r26, r27, r28, r29, r30, r31, r32, r33, r34, r35, r36, r37, r38, r39, r40, r41, r42, r43, r44, r45, r46, r47, r48, r49, r50, r51, r52) =STDEV.P(s2, s3, s4, s5, s6, s7, s8, s9, s10, s11, s12, s13, s14, s15, s16, s17, s18, s19, s20, s21, s22, s23, s24, s25, s26, s27, s28, s29, s30, s31, s32, s33, s34, s35, s36, s37, s38, s39, s40, s41, s42, s43, s44, s45, s46, s47, s48, s49, s50, s51, s52) =STDEV.P(t2, t3, t4, t5, t6, t7, t8, t9, t10, t11, t12, t13, t14, t15, t16, t17, t18, t19, t20, t21, t22, t23, t24, t25, t26, t27, t28, t29, t30, t31, t32, t33, t34, t35, t36, t37, t38, t39, t40, t41, t42, t43, t44, t45, t46, t47, t48, t49, t50, t51, t52) +=AVERAGE(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =AVERAGE(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =AVERAGE(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =AVERAGE(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =AVERAGE(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =AVERAGE(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =AVERAGE(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =AVERAGE(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =AVERAGE(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =AVERAGE(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =AVERAGE(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =AVERAGE(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =AVERAGE(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =AVERAGE(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =AVERAGE(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =AVERAGE(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =AVERAGE(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =AVERAGE(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =AVERAGE(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =AVERAGE(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) =STDEV.P(a64, a65, a66, a67, a68, a69, a70, a71, a72, a73) =STDEV.P(b64, b65, b66, b67, b68, b69, b70, b71, b72, b73) =STDEV.P(c64, c65, c66, c67, c68, c69, c70, c71, c72, c73) =STDEV.P(d64, d65, d66, d67, d68, d69, d70, d71, d72, d73) =STDEV.P(e64, e65, e66, e67, e68, e69, e70, e71, e72, e73) =STDEV.P(f64, f65, f66, f67, f68, f69, f70, f71, f72, f73) =STDEV.P(g64, g65, g66, g67, g68, g69, g70, g71, g72, g73) =STDEV.P(h64, h65, h66, h67, h68, h69, h70, h71, h72, h73) =STDEV.P(i64, i65, i66, i67, i68, i69, i70, i71, i72, i73) =STDEV.P(j64, j65, j66, j67, j68, j69, j70, j71, j72, j73) =STDEV.P(k64, k65, k66, k67, k68, k69, k70, k71, k72, k73) =STDEV.P(l64, l65, l66, l67, l68, l69, l70, l71, l72, l73) =STDEV.P(m64, m65, m66, m67, m68, m69, m70, m71, m72, m73) =STDEV.P(n64, n65, n66, n67, n68, n69, n70, n71, n72, n73) =STDEV.P(o64, o65, o66, o67, o68, o69, o70, o71, o72, o73) =STDEV.P(p64, p65, p66, p67, p68, p69, p70, p71, p72, p73) =STDEV.P(q64, q65, q66, q67, q68, q69, q70, q71, q72, q73) =STDEV.P(r64, r65, r66, r67, r68, r69, r70, r71, r72, r73) =STDEV.P(s64, s65, s66, s67, s68, s69, s70, s71, s72, s73) =STDEV.P(t64, t65, t66, t67, t68, t69, t70, t71, t72, t73) +=AVERAGE(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =AVERAGE(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =AVERAGE(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =AVERAGE(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =AVERAGE(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =AVERAGE(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =AVERAGE(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =AVERAGE(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =AVERAGE(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =AVERAGE(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =AVERAGE(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =AVERAGE(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =AVERAGE(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =AVERAGE(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =AVERAGE(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =AVERAGE(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =AVERAGE(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =AVERAGE(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =AVERAGE(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =AVERAGE(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) =STDEV.P(a74, a75, a76, a77, a78, a79, a80, a81, a82, a83) =STDEV.P(b74, b75, b76, b77, b78, b79, b80, b81, b82, b83) =STDEV.P(c74, c75, c76, c77, c78, c79, c80, c81, c82, c83) =STDEV.P(d74, d75, d76, d77, d78, d79, d80, d81, d82, d83) =STDEV.P(e74, e75, e76, e77, e78, e79, e80, e81, e82, e83) =STDEV.P(f74, f75, f76, f77, f78, f79, f80, f81, f82, f83) =STDEV.P(g74, g75, g76, g77, g78, g79, g80, g81, g82, g83) =STDEV.P(h74, h75, h76, h77, h78, h79, h80, h81, h82, h83) =STDEV.P(i74, i75, i76, i77, i78, i79, i80, i81, i82, i83) =STDEV.P(j74, j75, j76, j77, j78, j79, j80, j81, j82, j83) =STDEV.P(k74, k75, k76, k77, k78, k79, k80, k81, k82, k83) =STDEV.P(l74, l75, l76, l77, l78, l79, l80, l81, l82, l83) =STDEV.P(m74, m75, m76, m77, m78, m79, m80, m81, m82, m83) =STDEV.P(n74, n75, n76, n77, n78, n79, n80, n81, n82, n83) =STDEV.P(o74, o75, o76, o77, o78, o79, o80, o81, o82, o83) =STDEV.P(p74, p75, p76, p77, p78, p79, p80, p81, p82, p83) =STDEV.P(q74, q75, q76, q77, q78, q79, q80, q81, q82, q83) =STDEV.P(r74, r75, r76, r77, r78, r79, r80, r81, r82, r83) =STDEV.P(s74, s75, s76, s77, s78, s79, s80, s81, s82, s83) =STDEV.P(t74, t75, t76, t77, t78, t79, t80, t81, t82, t83) +=AVERAGE(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =AVERAGE(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =AVERAGE(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =AVERAGE(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =AVERAGE(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =AVERAGE(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =AVERAGE(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =AVERAGE(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =AVERAGE(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =AVERAGE(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =AVERAGE(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =AVERAGE(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =AVERAGE(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =AVERAGE(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =AVERAGE(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =AVERAGE(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =AVERAGE(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =AVERAGE(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =AVERAGE(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =AVERAGE(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) =STDEV.P(a84, a85, a86, a87, a88, a89, a90, a91, a92, a93) =STDEV.P(b84, b85, b86, b87, b88, b89, b90, b91, b92, b93) =STDEV.P(c84, c85, c86, c87, c88, c89, c90, c91, c92, c93) =STDEV.P(d84, d85, d86, d87, d88, d89, d90, d91, d92, d93) =STDEV.P(e84, e85, e86, e87, e88, e89, e90, e91, e92, e93) =STDEV.P(f84, f85, f86, f87, f88, f89, f90, f91, f92, f93) =STDEV.P(g84, g85, g86, g87, g88, g89, g90, g91, g92, g93) =STDEV.P(h84, h85, h86, h87, h88, h89, h90, h91, h92, h93) =STDEV.P(i84, i85, i86, i87, i88, i89, i90, i91, i92, i93) =STDEV.P(j84, j85, j86, j87, j88, j89, j90, j91, j92, j93) =STDEV.P(k84, k85, k86, k87, k88, k89, k90, k91, k92, k93) =STDEV.P(l84, l85, l86, l87, l88, l89, l90, l91, l92, l93) =STDEV.P(m84, m85, m86, m87, m88, m89, m90, m91, m92, m93) =STDEV.P(n84, n85, n86, n87, n88, n89, n90, n91, n92, n93) =STDEV.P(o84, o85, o86, o87, o88, o89, o90, o91, o92, o93) =STDEV.P(p84, p85, p86, p87, p88, p89, p90, p91, p92, p93) =STDEV.P(q84, q85, q86, q87, q88, q89, q90, q91, q92, q93) =STDEV.P(r84, r85, r86, r87, r88, r89, r90, r91, r92, r93) =STDEV.P(s84, s85, s86, s87, s88, s89, s90, s91, s92, s93) =STDEV.P(t84, t85, t86, t87, t88, t89, t90, t91, t92, t93) +=AVERAGE(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =AVERAGE(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =AVERAGE(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =AVERAGE(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =AVERAGE(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =AVERAGE(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =AVERAGE(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =AVERAGE(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =AVERAGE(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =AVERAGE(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =AVERAGE(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =AVERAGE(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =AVERAGE(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =AVERAGE(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =AVERAGE(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =AVERAGE(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =AVERAGE(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =AVERAGE(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =AVERAGE(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =AVERAGE(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) =STDEV.P(a94, a95, a96, a97, a98, a99, a100, a101, a102, a103) =STDEV.P(b94, b95, b96, b97, b98, b99, b100, b101, b102, b103) =STDEV.P(c94, c95, c96, c97, c98, c99, c100, c101, c102, c103) =STDEV.P(d94, d95, d96, d97, d98, d99, d100, d101, d102, d103) =STDEV.P(e94, e95, e96, e97, e98, e99, e100, e101, e102, e103) =STDEV.P(f94, f95, f96, f97, f98, f99, f100, f101, f102, f103) =STDEV.P(g94, g95, g96, g97, g98, g99, g100, g101, g102, g103) =STDEV.P(h94, h95, h96, h97, h98, h99, h100, h101, h102, h103) =STDEV.P(i94, i95, i96, i97, i98, i99, i100, i101, i102, i103) =STDEV.P(j94, j95, j96, j97, j98, j99, j100, j101, j102, j103) =STDEV.P(k94, k95, k96, k97, k98, k99, k100, k101, k102, k103) =STDEV.P(l94, l95, l96, l97, l98, l99, l100, l101, l102, l103) =STDEV.P(m94, m95, m96, m97, m98, m99, m100, m101, m102, m103) =STDEV.P(n94, n95, n96, n97, n98, n99, n100, n101, n102, n103) =STDEV.P(o94, o95, o96, o97, o98, o99, o100, o101, o102, o103) =STDEV.P(p94, p95, p96, p97, p98, p99, p100, p101, p102, p103) =STDEV.P(q94, q95, q96, q97, q98, q99, q100, q101, q102, q103) =STDEV.P(r94, r95, r96, r97, r98, r99, r100, r101, r102, r103) =STDEV.P(s94, s95, s96, s97, s98, s99, s100, s101, s102, s103) =STDEV.P(t94, t95, t96, t97, t98, t99, t100, t101, t102, t103) +=AVERAGE(a104, a105, a106, a107, a108, a109, a110) =AVERAGE(b104, b105, b106, b107, b108, b109, b110) =AVERAGE(c104, c105, c106, c107, c108, c109, c110) =AVERAGE(d104, d105, d106, d107, d108, d109, d110) =AVERAGE(e104, e105, e106, e107, e108, e109, e110) =AVERAGE(f104, f105, f106, f107, f108, f109, f110) =AVERAGE(g104, g105, g106, g107, g108, g109, g110) =AVERAGE(h104, h105, h106, h107, h108, h109, h110) =AVERAGE(i104, i105, i106, i107, i108, i109, i110) =AVERAGE(j104, j105, j106, j107, j108, j109, j110) =AVERAGE(k104, k105, k106, k107, k108, k109, k110) =AVERAGE(l104, l105, l106, l107, l108, l109, l110) =AVERAGE(m104, m105, m106, m107, m108, m109, m110) =AVERAGE(n104, n105, n106, n107, n108, n109, n110) =AVERAGE(o104, o105, o106, o107, o108, o109, o110) =AVERAGE(p104, p105, p106, p107, p108, p109, p110) =AVERAGE(q104, q105, q106, q107, q108, q109, q110) =AVERAGE(r104, r105, r106, r107, r108, r109, r110) =AVERAGE(s104, s105, s106, s107, s108, s109, s110) =AVERAGE(t104, t105, t106, t107, t108, t109, t110) =STDEV.P(a104, a105, a106, a107, a108, a109, a110) =STDEV.P(b104, b105, b106, b107, b108, b109, b110) =STDEV.P(c104, c105, c106, c107, c108, c109, c110) =STDEV.P(d104, d105, d106, d107, d108, d109, d110) =STDEV.P(e104, e105, e106, e107, e108, e109, e110) =STDEV.P(f104, f105, f106, f107, f108, f109, f110) =STDEV.P(g104, g105, g106, g107, g108, g109, g110) =STDEV.P(h104, h105, h106, h107, h108, h109, h110) =STDEV.P(i104, i105, i106, i107, i108, i109, i110) =STDEV.P(j104, j105, j106, j107, j108, j109, j110) =STDEV.P(k104, k105, k106, k107, k108, k109, k110) =STDEV.P(l104, l105, l106, l107, l108, l109, l110) =STDEV.P(m104, m105, m106, m107, m108, m109, m110) =STDEV.P(n104, n105, n106, n107, n108, n109, n110) =STDEV.P(o104, o105, o106, o107, o108, o109, o110) =STDEV.P(p104, p105, p106, p107, p108, p109, p110) =STDEV.P(q104, q105, q106, q107, q108, q109, q110) =STDEV.P(r104, r105, r106, r107, r108, r109, r110) =STDEV.P(s104, s105, s106, s107, s108, s109, s110) =STDEV.P(t104, t105, t106, t107, t108, t109, t110) +=AVERAGE(a111, a112, a113, a114, a115, a116, a117) =AVERAGE(b111, b112, b113, b114, b115, b116, b117) =AVERAGE(c111, c112, c113, c114, c115, c116, c117) =AVERAGE(d111, d112, d113, d114, d115, d116, d117) =AVERAGE(e111, e112, e113, e114, e115, e116, e117) =AVERAGE(f111, f112, f113, f114, f115, f116, f117) =AVERAGE(g111, g112, g113, g114, g115, g116, g117) =AVERAGE(h111, h112, h113, h114, h115, h116, h117) =AVERAGE(i111, i112, i113, i114, i115, i116, i117) =AVERAGE(j111, j112, j113, j114, j115, j116, j117) =AVERAGE(k111, k112, k113, k114, k115, k116, k117) =AVERAGE(l111, l112, l113, l114, l115, l116, l117) =AVERAGE(m111, m112, m113, m114, m115, m116, m117) =AVERAGE(n111, n112, n113, n114, n115, n116, n117) =AVERAGE(o111, o112, o113, o114, o115, o116, o117) =AVERAGE(p111, p112, p113, p114, p115, p116, p117) =AVERAGE(q111, q112, q113, q114, q115, q116, q117) =AVERAGE(r111, r112, r113, r114, r115, r116, r117) =AVERAGE(s111, s112, s113, s114, s115, s116, s117) =AVERAGE(t111, t112, t113, t114, t115, t116, t117) =STDEV.P(a111, a112, a113, a114, a115, a116, a117) =STDEV.P(b111, b112, b113, b114, b115, b116, b117) =STDEV.P(c111, c112, c113, c114, c115, c116, c117) =STDEV.P(d111, d112, d113, d114, d115, d116, d117) =STDEV.P(e111, e112, e113, e114, e115, e116, e117) =STDEV.P(f111, f112, f113, f114, f115, f116, f117) =STDEV.P(g111, g112, g113, g114, g115, g116, g117) =STDEV.P(h111, h112, h113, h114, h115, h116, h117) =STDEV.P(i111, i112, i113, i114, i115, i116, i117) =STDEV.P(j111, j112, j113, j114, j115, j116, j117) =STDEV.P(k111, k112, k113, k114, k115, k116, k117) =STDEV.P(l111, l112, l113, l114, l115, l116, l117) =STDEV.P(m111, m112, m113, m114, m115, m116, m117) =STDEV.P(n111, n112, n113, n114, n115, n116, n117) =STDEV.P(o111, o112, o113, o114, o115, o116, o117) =STDEV.P(p111, p112, p113, p114, p115, p116, p117) =STDEV.P(q111, q112, q113, q114, q115, q116, q117) =STDEV.P(r111, r112, r113, r114, r115, r116, r117) =STDEV.P(s111, s112, s113, s114, s115, s116, s117) =STDEV.P(t111, t112, t113, t114, t115, t116, t117) +=AVERAGE(a118, a119, a120, a121, a122, a123, a124) =AVERAGE(b118, b119, b120, b121, b122, b123, b124) =AVERAGE(c118, c119, c120, c121, c122, c123, c124) =AVERAGE(d118, d119, d120, d121, d122, d123, d124) =AVERAGE(e118, e119, e120, e121, e122, e123, e124) =AVERAGE(f118, f119, f120, f121, f122, f123, f124) =AVERAGE(g118, g119, g120, g121, g122, g123, g124) =AVERAGE(h118, h119, h120, h121, h122, h123, h124) =AVERAGE(i118, i119, i120, i121, i122, i123, i124) =AVERAGE(j118, j119, j120, j121, j122, j123, j124) =AVERAGE(k118, k119, k120, k121, k122, k123, k124) =AVERAGE(l118, l119, l120, l121, l122, l123, l124) =AVERAGE(m118, m119, m120, m121, m122, m123, m124) =AVERAGE(n118, n119, n120, n121, n122, n123, n124) =AVERAGE(o118, o119, o120, o121, o122, o123, o124) =AVERAGE(p118, p119, p120, p121, p122, p123, p124) =AVERAGE(q118, q119, q120, q121, q122, q123, q124) =AVERAGE(r118, r119, r120, r121, r122, r123, r124) =AVERAGE(s118, s119, s120, s121, s122, s123, s124) =AVERAGE(t118, t119, t120, t121, t122, t123, t124) =STDEV.P(a118, a119, a120, a121, a122, a123, a124) =STDEV.P(b118, b119, b120, b121, b122, b123, b124) =STDEV.P(c118, c119, c120, c121, c122, c123, c124) =STDEV.P(d118, d119, d120, d121, d122, d123, d124) =STDEV.P(e118, e119, e120, e121, e122, e123, e124) =STDEV.P(f118, f119, f120, f121, f122, f123, f124) =STDEV.P(g118, g119, g120, g121, g122, g123, g124) =STDEV.P(h118, h119, h120, h121, h122, h123, h124) =STDEV.P(i118, i119, i120, i121, i122, i123, i124) =STDEV.P(j118, j119, j120, j121, j122, j123, j124) =STDEV.P(k118, k119, k120, k121, k122, k123, k124) =STDEV.P(l118, l119, l120, l121, l122, l123, l124) =STDEV.P(m118, m119, m120, m121, m122, m123, m124) =STDEV.P(n118, n119, n120, n121, n122, n123, n124) =STDEV.P(o118, o119, o120, o121, o122, o123, o124) =STDEV.P(p118, p119, p120, p121, p122, p123, p124) =STDEV.P(q118, q119, q120, q121, q122, q123, q124) =STDEV.P(r118, r119, r120, r121, r122, r123, r124) =STDEV.P(s118, s119, s120, s121, s122, s123, s124) =STDEV.P(t118, t119, t120, t121, t122, t123, t124) +=AVERAGE(a125, a126, a127, a128, a129, a130, a131) =AVERAGE(b125, b126, b127, b128, b129, b130, b131) =AVERAGE(c125, c126, c127, c128, c129, c130, c131) =AVERAGE(d125, d126, d127, d128, d129, d130, d131) =AVERAGE(e125, e126, e127, e128, e129, e130, e131) =AVERAGE(f125, f126, f127, f128, f129, f130, f131) =AVERAGE(g125, g126, g127, g128, g129, g130, g131) =AVERAGE(h125, h126, h127, h128, h129, h130, h131) =AVERAGE(i125, i126, i127, i128, i129, i130, i131) =AVERAGE(j125, j126, j127, j128, j129, j130, j131) =AVERAGE(k125, k126, k127, k128, k129, k130, k131) =AVERAGE(l125, l126, l127, l128, l129, l130, l131) =AVERAGE(m125, m126, m127, m128, m129, m130, m131) =AVERAGE(n125, n126, n127, n128, n129, n130, n131) =AVERAGE(o125, o126, o127, o128, o129, o130, o131) =AVERAGE(p125, p126, p127, p128, p129, p130, p131) =AVERAGE(q125, q126, q127, q128, q129, q130, q131) =AVERAGE(r125, r126, r127, r128, r129, r130, r131) =AVERAGE(s125, s126, s127, s128, s129, s130, s131) =AVERAGE(t125, t126, t127, t128, t129, t130, t131) =STDEV.P(a125, a126, a127, a128, a129, a130, a131) =STDEV.P(b125, b126, b127, b128, b129, b130, b131) =STDEV.P(c125, c126, c127, c128, c129, c130, c131) =STDEV.P(d125, d126, d127, d128, d129, d130, d131) =STDEV.P(e125, e126, e127, e128, e129, e130, e131) =STDEV.P(f125, f126, f127, f128, f129, f130, f131) =STDEV.P(g125, g126, g127, g128, g129, g130, g131) =STDEV.P(h125, h126, h127, h128, h129, h130, h131) =STDEV.P(i125, i126, i127, i128, i129, i130, i131) =STDEV.P(j125, j126, j127, j128, j129, j130, j131) =STDEV.P(k125, k126, k127, k128, k129, k130, k131) =STDEV.P(l125, l126, l127, l128, l129, l130, l131) =STDEV.P(m125, m126, m127, m128, m129, m130, m131) =STDEV.P(n125, n126, n127, n128, n129, n130, n131) =STDEV.P(o125, o126, o127, o128, o129, o130, o131) =STDEV.P(p125, p126, p127, p128, p129, p130, p131) =STDEV.P(q125, q126, q127, q128, q129, q130, q131) =STDEV.P(r125, r126, r127, r128, r129, r130, r131) =STDEV.P(s125, s126, s127, s128, s129, s130, s131) =STDEV.P(t125, t126, t127, t128, t129, t130, t131) +=AVERAGE(a132, a133, a134, a135, a136, a137, a138) =AVERAGE(b132, b133, b134, b135, b136, b137, b138) =AVERAGE(c132, c133, c134, c135, c136, c137, c138) =AVERAGE(d132, d133, d134, d135, d136, d137, d138) =AVERAGE(e132, e133, e134, e135, e136, e137, e138) =AVERAGE(f132, f133, f134, f135, f136, f137, f138) =AVERAGE(g132, g133, g134, g135, g136, g137, g138) =AVERAGE(h132, h133, h134, h135, h136, h137, h138) =AVERAGE(i132, i133, i134, i135, i136, i137, i138) =AVERAGE(j132, j133, j134, j135, j136, j137, j138) =AVERAGE(k132, k133, k134, k135, k136, k137, k138) =AVERAGE(l132, l133, l134, l135, l136, l137, l138) =AVERAGE(m132, m133, m134, m135, m136, m137, m138) =AVERAGE(n132, n133, n134, n135, n136, n137, n138) =AVERAGE(o132, o133, o134, o135, o136, o137, o138) =AVERAGE(p132, p133, p134, p135, p136, p137, p138) =AVERAGE(q132, q133, q134, q135, q136, q137, q138) =AVERAGE(r132, r133, r134, r135, r136, r137, r138) =AVERAGE(s132, s133, s134, s135, s136, s137, s138) =AVERAGE(t132, t133, t134, t135, t136, t137, t138) =STDEV.P(a132, a133, a134, a135, a136, a137, a138) =STDEV.P(b132, b133, b134, b135, b136, b137, b138) =STDEV.P(c132, c133, c134, c135, c136, c137, c138) =STDEV.P(d132, d133, d134, d135, d136, d137, d138) =STDEV.P(e132, e133, e134, e135, e136, e137, e138) =STDEV.P(f132, f133, f134, f135, f136, f137, f138) =STDEV.P(g132, g133, g134, g135, g136, g137, g138) =STDEV.P(h132, h133, h134, h135, h136, h137, h138) =STDEV.P(i132, i133, i134, i135, i136, i137, i138) =STDEV.P(j132, j133, j134, j135, j136, j137, j138) =STDEV.P(k132, k133, k134, k135, k136, k137, k138) =STDEV.P(l132, l133, l134, l135, l136, l137, l138) =STDEV.P(m132, m133, m134, m135, m136, m137, m138) =STDEV.P(n132, n133, n134, n135, n136, n137, n138) =STDEV.P(o132, o133, o134, o135, o136, o137, o138) =STDEV.P(p132, p133, p134, p135, p136, p137, p138) =STDEV.P(q132, q133, q134, q135, q136, q137, q138) =STDEV.P(r132, r133, r134, r135, r136, r137, r138) =STDEV.P(s132, s133, s134, s135, s136, s137, s138) =STDEV.P(t132, t133, t134, t135, t136, t137, t138) +=AVERAGE(a139, a140, a141, a142, a143) =AVERAGE(b139, b140, b141, b142, b143) =AVERAGE(c139, c140, c141, c142, c143) =AVERAGE(d139, d140, d141, d142, d143) =AVERAGE(e139, e140, e141, e142, e143) =AVERAGE(f139, f140, f141, f142, f143) =AVERAGE(g139, g140, g141, g142, g143) =AVERAGE(h139, h140, h141, h142, h143) =AVERAGE(i139, i140, i141, i142, i143) =AVERAGE(j139, j140, j141, j142, j143) =AVERAGE(k139, k140, k141, k142, k143) =AVERAGE(l139, l140, l141, l142, l143) =AVERAGE(m139, m140, m141, m142, m143) =AVERAGE(n139, n140, n141, n142, n143) =AVERAGE(o139, o140, o141, o142, o143) =AVERAGE(p139, p140, p141, p142, p143) =AVERAGE(q139, q140, q141, q142, q143) =AVERAGE(r139, r140, r141, r142, r143) =AVERAGE(s139, s140, s141, s142, s143) =AVERAGE(t139, t140, t141, t142, t143) =STDEV.P(a139, a140, a141, a142, a143) =STDEV.P(b139, b140, b141, b142, b143) =STDEV.P(c139, c140, c141, c142, c143) =STDEV.P(d139, d140, d141, d142, d143) =STDEV.P(e139, e140, e141, e142, e143) =STDEV.P(f139, f140, f141, f142, f143) =STDEV.P(g139, g140, g141, g142, g143) =STDEV.P(h139, h140, h141, h142, h143) =STDEV.P(i139, i140, i141, i142, i143) =STDEV.P(j139, j140, j141, j142, j143) =STDEV.P(k139, k140, k141, k142, k143) =STDEV.P(l139, l140, l141, l142, l143) =STDEV.P(m139, m140, m141, m142, m143) =STDEV.P(n139, n140, n141, n142, n143) =STDEV.P(o139, o140, o141, o142, o143) =STDEV.P(p139, p140, p141, p142, p143) =STDEV.P(q139, q140, q141, q142, q143) =STDEV.P(r139, r140, r141, r142, r143) =STDEV.P(s139, s140, s141, s142, s143) =STDEV.P(t139, t140, t141, t142, t143) +=AVERAGE(a144, a145, a146, a147, a148) =AVERAGE(b144, b145, b146, b147, b148) =AVERAGE(c144, c145, c146, c147, c148) =AVERAGE(d144, d145, d146, d147, d148) =AVERAGE(e144, e145, e146, e147, e148) =AVERAGE(f144, f145, f146, f147, f148) =AVERAGE(g144, g145, g146, g147, g148) =AVERAGE(h144, h145, h146, h147, h148) =AVERAGE(i144, i145, i146, i147, i148) =AVERAGE(j144, j145, j146, j147, j148) =AVERAGE(k144, k145, k146, k147, k148) =AVERAGE(l144, l145, l146, l147, l148) =AVERAGE(m144, m145, m146, m147, m148) =AVERAGE(n144, n145, n146, n147, n148) =AVERAGE(o144, o145, o146, o147, o148) =AVERAGE(p144, p145, p146, p147, p148) =AVERAGE(q144, q145, q146, q147, q148) =AVERAGE(r144, r145, r146, r147, r148) =AVERAGE(s144, s145, s146, s147, s148) =AVERAGE(t144, t145, t146, t147, t148) =STDEV.P(a144, a145, a146, a147, a148) =STDEV.P(b144, b145, b146, b147, b148) =STDEV.P(c144, c145, c146, c147, c148) =STDEV.P(d144, d145, d146, d147, d148) =STDEV.P(e144, e145, e146, e147, e148) =STDEV.P(f144, f145, f146, f147, f148) =STDEV.P(g144, g145, g146, g147, g148) =STDEV.P(h144, h145, h146, h147, h148) =STDEV.P(i144, i145, i146, i147, i148) =STDEV.P(j144, j145, j146, j147, j148) =STDEV.P(k144, k145, k146, k147, k148) =STDEV.P(l144, l145, l146, l147, l148) =STDEV.P(m144, m145, m146, m147, m148) =STDEV.P(n144, n145, n146, n147, n148) =STDEV.P(o144, o145, o146, o147, o148) =STDEV.P(p144, p145, p146, p147, p148) =STDEV.P(q144, q145, q146, q147, q148) =STDEV.P(r144, r145, r146, r147, r148) =STDEV.P(s144, s145, s146, s147, s148) =STDEV.P(t144, t145, t146, t147, t148) +=AVERAGE(a149, a150, a151, a152, a153) =AVERAGE(b149, b150, b151, b152, b153) =AVERAGE(c149, c150, c151, c152, c153) =AVERAGE(d149, d150, d151, d152, d153) =AVERAGE(e149, e150, e151, e152, e153) =AVERAGE(f149, f150, f151, f152, f153) =AVERAGE(g149, g150, g151, g152, g153) =AVERAGE(h149, h150, h151, h152, h153) =AVERAGE(i149, i150, i151, i152, i153) =AVERAGE(j149, j150, j151, j152, j153) =AVERAGE(k149, k150, k151, k152, k153) =AVERAGE(l149, l150, l151, l152, l153) =AVERAGE(m149, m150, m151, m152, m153) =AVERAGE(n149, n150, n151, n152, n153) =AVERAGE(o149, o150, o151, o152, o153) =AVERAGE(p149, p150, p151, p152, p153) =AVERAGE(q149, q150, q151, q152, q153) =AVERAGE(r149, r150, r151, r152, r153) =AVERAGE(s149, s150, s151, s152, s153) =AVERAGE(t149, t150, t151, t152, t153) =STDEV.P(a149, a150, a151, a152, a153) =STDEV.P(b149, b150, b151, b152, b153) =STDEV.P(c149, c150, c151, c152, c153) =STDEV.P(d149, d150, d151, d152, d153) =STDEV.P(e149, e150, e151, e152, e153) =STDEV.P(f149, f150, f151, f152, f153) =STDEV.P(g149, g150, g151, g152, g153) =STDEV.P(h149, h150, h151, h152, h153) =STDEV.P(i149, i150, i151, i152, i153) =STDEV.P(j149, j150, j151, j152, j153) =STDEV.P(k149, k150, k151, k152, k153) =STDEV.P(l149, l150, l151, l152, l153) =STDEV.P(m149, m150, m151, m152, m153) =STDEV.P(n149, n150, n151, n152, n153) =STDEV.P(o149, o150, o151, o152, o153) =STDEV.P(p149, p150, p151, p152, p153) =STDEV.P(q149, q150, q151, q152, q153) =STDEV.P(r149, r150, r151, r152, r153) =STDEV.P(s149, s150, s151, s152, s153) =STDEV.P(t149, t150, t151, t152, t153) +=AVERAGE(a154, a155, a156, a157, a158) =AVERAGE(b154, b155, b156, b157, b158) =AVERAGE(c154, c155, c156, c157, c158) =AVERAGE(d154, d155, d156, d157, d158) =AVERAGE(e154, e155, e156, e157, e158) =AVERAGE(f154, f155, f156, f157, f158) =AVERAGE(g154, g155, g156, g157, g158) =AVERAGE(h154, h155, h156, h157, h158) =AVERAGE(i154, i155, i156, i157, i158) =AVERAGE(j154, j155, j156, j157, j158) =AVERAGE(k154, k155, k156, k157, k158) =AVERAGE(l154, l155, l156, l157, l158) =AVERAGE(m154, m155, m156, m157, m158) =AVERAGE(n154, n155, n156, n157, n158) =AVERAGE(o154, o155, o156, o157, o158) =AVERAGE(p154, p155, p156, p157, p158) =AVERAGE(q154, q155, q156, q157, q158) =AVERAGE(r154, r155, r156, r157, r158) =AVERAGE(s154, s155, s156, s157, s158) =AVERAGE(t154, t155, t156, t157, t158) =STDEV.P(a154, a155, a156, a157, a158) =STDEV.P(b154, b155, b156, b157, b158) =STDEV.P(c154, c155, c156, c157, c158) =STDEV.P(d154, d155, d156, d157, d158) =STDEV.P(e154, e155, e156, e157, e158) =STDEV.P(f154, f155, f156, f157, f158) =STDEV.P(g154, g155, g156, g157, g158) =STDEV.P(h154, h155, h156, h157, h158) =STDEV.P(i154, i155, i156, i157, i158) =STDEV.P(j154, j155, j156, j157, j158) =STDEV.P(k154, k155, k156, k157, k158) =STDEV.P(l154, l155, l156, l157, l158) =STDEV.P(m154, m155, m156, m157, m158) =STDEV.P(n154, n155, n156, n157, n158) =STDEV.P(o154, o155, o156, o157, o158) =STDEV.P(p154, p155, p156, p157, p158) =STDEV.P(q154, q155, q156, q157, q158) =STDEV.P(r154, r155, r156, r157, r158) =STDEV.P(s154, s155, s156, s157, s158) =STDEV.P(t154, t155, t156, t157, t158) +=AVERAGE(a159, a160, a161, a162, a163) =AVERAGE(b159, b160, b161, b162, b163) =AVERAGE(c159, c160, c161, c162, c163) =AVERAGE(d159, d160, d161, d162, d163) =AVERAGE(e159, e160, e161, e162, e163) =AVERAGE(f159, f160, f161, f162, f163) =AVERAGE(g159, g160, g161, g162, g163) =AVERAGE(h159, h160, h161, h162, h163) =AVERAGE(i159, i160, i161, i162, i163) =AVERAGE(j159, j160, j161, j162, j163) =AVERAGE(k159, k160, k161, k162, k163) =AVERAGE(l159, l160, l161, l162, l163) =AVERAGE(m159, m160, m161, m162, m163) =AVERAGE(n159, n160, n161, n162, n163) =AVERAGE(o159, o160, o161, o162, o163) =AVERAGE(p159, p160, p161, p162, p163) =AVERAGE(q159, q160, q161, q162, q163) =AVERAGE(r159, r160, r161, r162, r163) =AVERAGE(s159, s160, s161, s162, s163) =AVERAGE(t159, t160, t161, t162, t163) =STDEV.P(a159, a160, a161, a162, a163) =STDEV.P(b159, b160, b161, b162, b163) =STDEV.P(c159, c160, c161, c162, c163) =STDEV.P(d159, d160, d161, d162, d163) =STDEV.P(e159, e160, e161, e162, e163) =STDEV.P(f159, f160, f161, f162, f163) =STDEV.P(g159, g160, g161, g162, g163) =STDEV.P(h159, h160, h161, h162, h163) =STDEV.P(i159, i160, i161, i162, i163) =STDEV.P(j159, j160, j161, j162, j163) =STDEV.P(k159, k160, k161, k162, k163) =STDEV.P(l159, l160, l161, l162, l163) =STDEV.P(m159, m160, m161, m162, m163) =STDEV.P(n159, n160, n161, n162, n163) =STDEV.P(o159, o160, o161, o162, o163) =STDEV.P(p159, p160, p161, p162, p163) =STDEV.P(q159, q160, q161, q162, q163) =STDEV.P(r159, r160, r161, r162, r163) =STDEV.P(s159, s160, s161, s162, s163) =STDEV.P(t159, t160, t161, t162, t163) +=AVERAGE(a164, a165, a166) =AVERAGE(b164, b165, b166) =AVERAGE(c164, c165, c166) =AVERAGE(d164, d165, d166) =AVERAGE(e164, e165, e166) =AVERAGE(f164, f165, f166) =AVERAGE(g164, g165, g166) =AVERAGE(h164, h165, h166) =AVERAGE(i164, i165, i166) =AVERAGE(j164, j165, j166) =AVERAGE(k164, k165, k166) =AVERAGE(l164, l165, l166) =AVERAGE(m164, m165, m166) =AVERAGE(n164, n165, n166) =AVERAGE(o164, o165, o166) =AVERAGE(p164, p165, p166) =AVERAGE(q164, q165, q166) =AVERAGE(r164, r165, r166) =AVERAGE(s164, s165, s166) =AVERAGE(t164, t165, t166) =STDEV.P(a164, a165, a166) =STDEV.P(b164, b165, b166) =STDEV.P(c164, c165, c166) =STDEV.P(d164, d165, d166) =STDEV.P(e164, e165, e166) =STDEV.P(f164, f165, f166) =STDEV.P(g164, g165, g166) =STDEV.P(h164, h165, h166) =STDEV.P(i164, i165, i166) =STDEV.P(j164, j165, j166) =STDEV.P(k164, k165, k166) =STDEV.P(l164, l165, l166) =STDEV.P(m164, m165, m166) =STDEV.P(n164, n165, n166) =STDEV.P(o164, o165, o166) =STDEV.P(p164, p165, p166) =STDEV.P(q164, q165, q166) =STDEV.P(r164, r165, r166) =STDEV.P(s164, s165, s166) =STDEV.P(t164, t165, t166) +=AVERAGE(a167, a168, a169) =AVERAGE(b167, b168, b169) =AVERAGE(c167, c168, c169) =AVERAGE(d167, d168, d169) =AVERAGE(e167, e168, e169) =AVERAGE(f167, f168, f169) =AVERAGE(g167, g168, g169) =AVERAGE(h167, h168, h169) =AVERAGE(i167, i168, i169) =AVERAGE(j167, j168, j169) =AVERAGE(k167, k168, k169) =AVERAGE(l167, l168, l169) =AVERAGE(m167, m168, m169) =AVERAGE(n167, n168, n169) =AVERAGE(o167, o168, o169) =AVERAGE(p167, p168, p169) =AVERAGE(q167, q168, q169) =AVERAGE(r167, r168, r169) =AVERAGE(s167, s168, s169) =AVERAGE(t167, t168, t169) =STDEV.P(a167, a168, a169) =STDEV.P(b167, b168, b169) =STDEV.P(c167, c168, c169) =STDEV.P(d167, d168, d169) =STDEV.P(e167, e168, e169) =STDEV.P(f167, f168, f169) =STDEV.P(g167, g168, g169) =STDEV.P(h167, h168, h169) =STDEV.P(i167, i168, i169) =STDEV.P(j167, j168, j169) =STDEV.P(k167, k168, k169) =STDEV.P(l167, l168, l169) =STDEV.P(m167, m168, m169) =STDEV.P(n167, n168, n169) =STDEV.P(o167, o168, o169) =STDEV.P(p167, p168, p169) =STDEV.P(q167, q168, q169) =STDEV.P(r167, r168, r169) =STDEV.P(s167, s168, s169) =STDEV.P(t167, t168, t169) +=AVERAGE(a170, a171, a172) =AVERAGE(b170, b171, b172) =AVERAGE(c170, c171, c172) =AVERAGE(d170, d171, d172) =AVERAGE(e170, e171, e172) =AVERAGE(f170, f171, f172) =AVERAGE(g170, g171, g172) =AVERAGE(h170, h171, h172) =AVERAGE(i170, i171, i172) =AVERAGE(j170, j171, j172) =AVERAGE(k170, k171, k172) =AVERAGE(l170, l171, l172) =AVERAGE(m170, m171, m172) =AVERAGE(n170, n171, n172) =AVERAGE(o170, o171, o172) =AVERAGE(p170, p171, p172) =AVERAGE(q170, q171, q172) =AVERAGE(r170, r171, r172) =AVERAGE(s170, s171, s172) =AVERAGE(t170, t171, t172) =STDEV.P(a170, a171, a172) =STDEV.P(b170, b171, b172) =STDEV.P(c170, c171, c172) =STDEV.P(d170, d171, d172) =STDEV.P(e170, e171, e172) =STDEV.P(f170, f171, f172) =STDEV.P(g170, g171, g172) =STDEV.P(h170, h171, h172) =STDEV.P(i170, i171, i172) =STDEV.P(j170, j171, j172) =STDEV.P(k170, k171, k172) =STDEV.P(l170, l171, l172) =STDEV.P(m170, m171, m172) =STDEV.P(n170, n171, n172) =STDEV.P(o170, o171, o172) =STDEV.P(p170, p171, p172) =STDEV.P(q170, q171, q172) =STDEV.P(r170, r171, r172) =STDEV.P(s170, s171, s172) =STDEV.P(t170, t171, t172) +=AVERAGE(a173, a174, a175) =AVERAGE(b173, b174, b175) =AVERAGE(c173, c174, c175) =AVERAGE(d173, d174, d175) =AVERAGE(e173, e174, e175) =AVERAGE(f173, f174, f175) =AVERAGE(g173, g174, g175) =AVERAGE(h173, h174, h175) =AVERAGE(i173, i174, i175) =AVERAGE(j173, j174, j175) =AVERAGE(k173, k174, k175) =AVERAGE(l173, l174, l175) =AVERAGE(m173, m174, m175) =AVERAGE(n173, n174, n175) =AVERAGE(o173, o174, o175) =AVERAGE(p173, p174, p175) =AVERAGE(q173, q174, q175) =AVERAGE(r173, r174, r175) =AVERAGE(s173, s174, s175) =AVERAGE(t173, t174, t175) =STDEV.P(a173, a174, a175) =STDEV.P(b173, b174, b175) =STDEV.P(c173, c174, c175) =STDEV.P(d173, d174, d175) =STDEV.P(e173, e174, e175) =STDEV.P(f173, f174, f175) =STDEV.P(g173, g174, g175) =STDEV.P(h173, h174, h175) =STDEV.P(i173, i174, i175) =STDEV.P(j173, j174, j175) =STDEV.P(k173, k174, k175) =STDEV.P(l173, l174, l175) =STDEV.P(m173, m174, m175) =STDEV.P(n173, n174, n175) =STDEV.P(o173, o174, o175) =STDEV.P(p173, p174, p175) =STDEV.P(q173, q174, q175) =STDEV.P(r173, r174, r175) =STDEV.P(s173, s174, s175) =STDEV.P(t173, t174, t175) +=AVERAGE(a176, a177, a178) =AVERAGE(b176, b177, b178) =AVERAGE(c176, c177, c178) =AVERAGE(d176, d177, d178) =AVERAGE(e176, e177, e178) =AVERAGE(f176, f177, f178) =AVERAGE(g176, g177, g178) =AVERAGE(h176, h177, h178) =AVERAGE(i176, i177, i178) =AVERAGE(j176, j177, j178) =AVERAGE(k176, k177, k178) =AVERAGE(l176, l177, l178) =AVERAGE(m176, m177, m178) =AVERAGE(n176, n177, n178) =AVERAGE(o176, o177, o178) =AVERAGE(p176, p177, p178) =AVERAGE(q176, q177, q178) =AVERAGE(r176, r177, r178) =AVERAGE(s176, s177, s178) =AVERAGE(t176, t177, t178) =STDEV.P(a176, a177, a178) =STDEV.P(b176, b177, b178) =STDEV.P(c176, c177, c178) =STDEV.P(d176, d177, d178) =STDEV.P(e176, e177, e178) =STDEV.P(f176, f177, f178) =STDEV.P(g176, g177, g178) =STDEV.P(h176, h177, h178) =STDEV.P(i176, i177, i178) =STDEV.P(j176, j177, j178) =STDEV.P(k176, k177, k178) =STDEV.P(l176, l177, l178) =STDEV.P(m176, m177, m178) =STDEV.P(n176, n177, n178) =STDEV.P(o176, o177, o178) =STDEV.P(p176, p177, p178) =STDEV.P(q176, q177, q178) =STDEV.P(r176, r177, r178) =STDEV.P(s176, s177, s178) =STDEV.P(t176, t177, t178) +=AVERAGE(a179, a180) =AVERAGE(b179, b180) =AVERAGE(c179, c180) =AVERAGE(d179, d180) =AVERAGE(e179, e180) =AVERAGE(f179, f180) =AVERAGE(g179, g180) =AVERAGE(h179, h180) =AVERAGE(i179, i180) =AVERAGE(j179, j180) =AVERAGE(k179, k180) =AVERAGE(l179, l180) =AVERAGE(m179, m180) =AVERAGE(n179, n180) =AVERAGE(o179, o180) =AVERAGE(p179, p180) =AVERAGE(q179, q180) =AVERAGE(r179, r180) =AVERAGE(s179, s180) =AVERAGE(t179, t180) =STDEV.P(a179, a180) =STDEV.P(b179, b180) =STDEV.P(c179, c180) =STDEV.P(d179, d180) =STDEV.P(e179, e180) =STDEV.P(f179, f180) =STDEV.P(g179, g180) =STDEV.P(h179, h180) =STDEV.P(i179, i180) =STDEV.P(j179, j180) =STDEV.P(k179, k180) =STDEV.P(l179, l180) =STDEV.P(m179, m180) =STDEV.P(n179, n180) =STDEV.P(o179, o180) =STDEV.P(p179, p180) =STDEV.P(q179, q180) =STDEV.P(r179, r180) =STDEV.P(s179, s180) =STDEV.P(t179, t180) +=AVERAGE(a181, a182) =AVERAGE(b181, b182) =AVERAGE(c181, c182) =AVERAGE(d181, d182) =AVERAGE(e181, e182) =AVERAGE(f181, f182) =AVERAGE(g181, g182) =AVERAGE(h181, h182) =AVERAGE(i181, i182) =AVERAGE(j181, j182) =AVERAGE(k181, k182) =AVERAGE(l181, l182) =AVERAGE(m181, m182) =AVERAGE(n181, n182) =AVERAGE(o181, o182) =AVERAGE(p181, p182) =AVERAGE(q181, q182) =AVERAGE(r181, r182) =AVERAGE(s181, s182) =AVERAGE(t181, t182) =STDEV.P(a181, a182) =STDEV.P(b181, b182) =STDEV.P(c181, c182) =STDEV.P(d181, d182) =STDEV.P(e181, e182) =STDEV.P(f181, f182) =STDEV.P(g181, g182) =STDEV.P(h181, h182) =STDEV.P(i181, i182) =STDEV.P(j181, j182) =STDEV.P(k181, k182) =STDEV.P(l181, l182) =STDEV.P(m181, m182) =STDEV.P(n181, n182) =STDEV.P(o181, o182) =STDEV.P(p181, p182) =STDEV.P(q181, q182) =STDEV.P(r181, r182) =STDEV.P(s181, s182) =STDEV.P(t181, t182) +=AVERAGE(a183, a184) =AVERAGE(b183, b184) =AVERAGE(c183, c184) =AVERAGE(d183, d184) =AVERAGE(e183, e184) =AVERAGE(f183, f184) =AVERAGE(g183, g184) =AVERAGE(h183, h184) =AVERAGE(i183, i184) =AVERAGE(j183, j184) =AVERAGE(k183, k184) =AVERAGE(l183, l184) =AVERAGE(m183, m184) =AVERAGE(n183, n184) =AVERAGE(o183, o184) =AVERAGE(p183, p184) =AVERAGE(q183, q184) =AVERAGE(r183, r184) =AVERAGE(s183, s184) =AVERAGE(t183, t184) =STDEV.P(a183, a184) =STDEV.P(b183, b184) =STDEV.P(c183, c184) =STDEV.P(d183, d184) =STDEV.P(e183, e184) =STDEV.P(f183, f184) =STDEV.P(g183, g184) =STDEV.P(h183, h184) =STDEV.P(i183, i184) =STDEV.P(j183, j184) =STDEV.P(k183, k184) =STDEV.P(l183, l184) =STDEV.P(m183, m184) =STDEV.P(n183, n184) =STDEV.P(o183, o184) =STDEV.P(p183, p184) =STDEV.P(q183, q184) =STDEV.P(r183, r184) =STDEV.P(s183, s184) =STDEV.P(t183, t184) +=AVERAGE(a185, a186) =AVERAGE(b185, b186) =AVERAGE(c185, c186) =AVERAGE(d185, d186) =AVERAGE(e185, e186) =AVERAGE(f185, f186) =AVERAGE(g185, g186) =AVERAGE(h185, h186) =AVERAGE(i185, i186) =AVERAGE(j185, j186) =AVERAGE(k185, k186) =AVERAGE(l185, l186) =AVERAGE(m185, m186) =AVERAGE(n185, n186) =AVERAGE(o185, o186) =AVERAGE(p185, p186) =AVERAGE(q185, q186) =AVERAGE(r185, r186) =AVERAGE(s185, s186) =AVERAGE(t185, t186) =STDEV.P(a185, a186) =STDEV.P(b185, b186) =STDEV.P(c185, c186) =STDEV.P(d185, d186) =STDEV.P(e185, e186) =STDEV.P(f185, f186) =STDEV.P(g185, g186) =STDEV.P(h185, h186) =STDEV.P(i185, i186) =STDEV.P(j185, j186) =STDEV.P(k185, k186) =STDEV.P(l185, l186) =STDEV.P(m185, m186) =STDEV.P(n185, n186) =STDEV.P(o185, o186) =STDEV.P(p185, p186) =STDEV.P(q185, q186) =STDEV.P(r185, r186) =STDEV.P(s185, s186) =STDEV.P(t185, t186) +=AVERAGE(a187, a188) =AVERAGE(b187, b188) =AVERAGE(c187, c188) =AVERAGE(d187, d188) =AVERAGE(e187, e188) =AVERAGE(f187, f188) =AVERAGE(g187, g188) =AVERAGE(h187, h188) =AVERAGE(i187, i188) =AVERAGE(j187, j188) =AVERAGE(k187, k188) =AVERAGE(l187, l188) =AVERAGE(m187, m188) =AVERAGE(n187, n188) =AVERAGE(o187, o188) =AVERAGE(p187, p188) =AVERAGE(q187, q188) =AVERAGE(r187, r188) =AVERAGE(s187, s188) =AVERAGE(t187, t188) =STDEV.P(a187, a188) =STDEV.P(b187, b188) =STDEV.P(c187, c188) =STDEV.P(d187, d188) =STDEV.P(e187, e188) =STDEV.P(f187, f188) =STDEV.P(g187, g188) =STDEV.P(h187, h188) =STDEV.P(i187, i188) =STDEV.P(j187, j188) =STDEV.P(k187, k188) =STDEV.P(l187, l188) =STDEV.P(m187, m188) =STDEV.P(n187, n188) =STDEV.P(o187, o188) =STDEV.P(p187, p188) =STDEV.P(q187, q188) =STDEV.P(r187, r188) =STDEV.P(s187, s188) =STDEV.P(t187, t188) +=AVERAGE(a189) =AVERAGE(b189) =AVERAGE(c189) =AVERAGE(d189) =AVERAGE(e189) =AVERAGE(f189) =AVERAGE(g189) =AVERAGE(h189) =AVERAGE(i189) =AVERAGE(j189) =AVERAGE(k189) =AVERAGE(l189) =AVERAGE(m189) =AVERAGE(n189) =AVERAGE(o189) =AVERAGE(p189) =AVERAGE(q189) =AVERAGE(r189) =AVERAGE(s189) =AVERAGE(t189) =STDEV.P(a189) =STDEV.P(b189) =STDEV.P(c189) =STDEV.P(d189) =STDEV.P(e189) =STDEV.P(f189) =STDEV.P(g189) =STDEV.P(h189) =STDEV.P(i189) =STDEV.P(j189) =STDEV.P(k189) =STDEV.P(l189) =STDEV.P(m189) =STDEV.P(n189) =STDEV.P(o189) =STDEV.P(p189) =STDEV.P(q189) =STDEV.P(r189) =STDEV.P(s189) =STDEV.P(t189) +=AVERAGE(a190) =AVERAGE(b190) =AVERAGE(c190) =AVERAGE(d190) =AVERAGE(e190) =AVERAGE(f190) =AVERAGE(g190) =AVERAGE(h190) =AVERAGE(i190) =AVERAGE(j190) =AVERAGE(k190) =AVERAGE(l190) =AVERAGE(m190) =AVERAGE(n190) =AVERAGE(o190) =AVERAGE(p190) =AVERAGE(q190) =AVERAGE(r190) =AVERAGE(s190) =AVERAGE(t190) =STDEV.P(a190) =STDEV.P(b190) =STDEV.P(c190) =STDEV.P(d190) =STDEV.P(e190) =STDEV.P(f190) =STDEV.P(g190) =STDEV.P(h190) =STDEV.P(i190) =STDEV.P(j190) =STDEV.P(k190) =STDEV.P(l190) =STDEV.P(m190) =STDEV.P(n190) =STDEV.P(o190) =STDEV.P(p190) =STDEV.P(q190) =STDEV.P(r190) =STDEV.P(s190) =STDEV.P(t190) +=AVERAGE(a191) =AVERAGE(b191) =AVERAGE(c191) =AVERAGE(d191) =AVERAGE(e191) =AVERAGE(f191) =AVERAGE(g191) =AVERAGE(h191) =AVERAGE(i191) =AVERAGE(j191) =AVERAGE(k191) =AVERAGE(l191) =AVERAGE(m191) =AVERAGE(n191) =AVERAGE(o191) =AVERAGE(p191) =AVERAGE(q191) =AVERAGE(r191) =AVERAGE(s191) =AVERAGE(t191) =STDEV.P(a191) =STDEV.P(b191) =STDEV.P(c191) =STDEV.P(d191) =STDEV.P(e191) =STDEV.P(f191) =STDEV.P(g191) =STDEV.P(h191) =STDEV.P(i191) =STDEV.P(j191) =STDEV.P(k191) =STDEV.P(l191) =STDEV.P(m191) =STDEV.P(n191) =STDEV.P(o191) =STDEV.P(p191) =STDEV.P(q191) =STDEV.P(r191) =STDEV.P(s191) =STDEV.P(t191) +=AVERAGE(a192) =AVERAGE(b192) =AVERAGE(c192) =AVERAGE(d192) =AVERAGE(e192) =AVERAGE(f192) =AVERAGE(g192) =AVERAGE(h192) =AVERAGE(i192) =AVERAGE(j192) =AVERAGE(k192) =AVERAGE(l192) =AVERAGE(m192) =AVERAGE(n192) =AVERAGE(o192) =AVERAGE(p192) =AVERAGE(q192) =AVERAGE(r192) =AVERAGE(s192) =AVERAGE(t192) =STDEV.P(a192) =STDEV.P(b192) =STDEV.P(c192) =STDEV.P(d192) =STDEV.P(e192) =STDEV.P(f192) =STDEV.P(g192) =STDEV.P(h192) =STDEV.P(i192) =STDEV.P(j192) =STDEV.P(k192) =STDEV.P(l192) =STDEV.P(m192) =STDEV.P(n192) =STDEV.P(o192) =STDEV.P(p192) =STDEV.P(q192) =STDEV.P(r192) =STDEV.P(s192) =STDEV.P(t192) +=AVERAGE(a193) =AVERAGE(b193) =AVERAGE(c193) =AVERAGE(d193) =AVERAGE(e193) =AVERAGE(f193) =AVERAGE(g193) =AVERAGE(h193) =AVERAGE(i193) =AVERAGE(j193) =AVERAGE(k193) =AVERAGE(l193) =AVERAGE(m193) =AVERAGE(n193) =AVERAGE(o193) =AVERAGE(p193) =AVERAGE(q193) =AVERAGE(r193) =AVERAGE(s193) =AVERAGE(t193) =STDEV.P(a193) =STDEV.P(b193) =STDEV.P(c193) =STDEV.P(d193) =STDEV.P(e193) =STDEV.P(f193) =STDEV.P(g193) =STDEV.P(h193) =STDEV.P(i193) =STDEV.P(j193) =STDEV.P(k193) =STDEV.P(l193) =STDEV.P(m193) =STDEV.P(n193) =STDEV.P(o193) =STDEV.P(p193) =STDEV.P(q193) =STDEV.P(r193) =STDEV.P(s193) =STDEV.P(t193) +=AVERAGE(a194) =AVERAGE(b194) =AVERAGE(c194) =AVERAGE(d194) =AVERAGE(e194) =AVERAGE(f194) =AVERAGE(g194) =AVERAGE(h194) =AVERAGE(i194) =AVERAGE(j194) =AVERAGE(k194) =AVERAGE(l194) =AVERAGE(m194) =AVERAGE(n194) =AVERAGE(o194) =AVERAGE(p194) =AVERAGE(q194) =AVERAGE(r194) =AVERAGE(s194) =AVERAGE(t194) =STDEV.P(a194) =STDEV.P(b194) =STDEV.P(c194) =STDEV.P(d194) =STDEV.P(e194) =STDEV.P(f194) =STDEV.P(g194) =STDEV.P(h194) =STDEV.P(i194) =STDEV.P(j194) =STDEV.P(k194) =STDEV.P(l194) =STDEV.P(m194) =STDEV.P(n194) =STDEV.P(o194) =STDEV.P(p194) =STDEV.P(q194) =STDEV.P(r194) =STDEV.P(s194) =STDEV.P(t194) +=AVERAGE(a195) =AVERAGE(b195) =AVERAGE(c195) =AVERAGE(d195) =AVERAGE(e195) =AVERAGE(f195) =AVERAGE(g195) =AVERAGE(h195) =AVERAGE(i195) =AVERAGE(j195) =AVERAGE(k195) =AVERAGE(l195) =AVERAGE(m195) =AVERAGE(n195) =AVERAGE(o195) =AVERAGE(p195) =AVERAGE(q195) =AVERAGE(r195) =AVERAGE(s195) =AVERAGE(t195) =STDEV.P(a195) =STDEV.P(b195) =STDEV.P(c195) =STDEV.P(d195) =STDEV.P(e195) =STDEV.P(f195) =STDEV.P(g195) =STDEV.P(h195) =STDEV.P(i195) =STDEV.P(j195) =STDEV.P(k195) =STDEV.P(l195) =STDEV.P(m195) =STDEV.P(n195) =STDEV.P(o195) =STDEV.P(p195) =STDEV.P(q195) =STDEV.P(r195) =STDEV.P(s195) =STDEV.P(t195) +=AVERAGE(a196) =AVERAGE(b196) =AVERAGE(c196) =AVERAGE(d196) =AVERAGE(e196) =AVERAGE(f196) =AVERAGE(g196) =AVERAGE(h196) =AVERAGE(i196) =AVERAGE(j196) =AVERAGE(k196) =AVERAGE(l196) =AVERAGE(m196) =AVERAGE(n196) =AVERAGE(o196) =AVERAGE(p196) =AVERAGE(q196) =AVERAGE(r196) =AVERAGE(s196) =AVERAGE(t196) =STDEV.P(a196) =STDEV.P(b196) =STDEV.P(c196) =STDEV.P(d196) =STDEV.P(e196) =STDEV.P(f196) =STDEV.P(g196) =STDEV.P(h196) =STDEV.P(i196) =STDEV.P(j196) =STDEV.P(k196) =STDEV.P(l196) =STDEV.P(m196) =STDEV.P(n196) =STDEV.P(o196) =STDEV.P(p196) =STDEV.P(q196) =STDEV.P(r196) =STDEV.P(s196) =STDEV.P(t196) +=AVERAGE(a197) =AVERAGE(b197) =AVERAGE(c197) =AVERAGE(d197) =AVERAGE(e197) =AVERAGE(f197) =AVERAGE(g197) =AVERAGE(h197) =AVERAGE(i197) =AVERAGE(j197) =AVERAGE(k197) =AVERAGE(l197) =AVERAGE(m197) =AVERAGE(n197) =AVERAGE(o197) =AVERAGE(p197) =AVERAGE(q197) =AVERAGE(r197) =AVERAGE(s197) =AVERAGE(t197) =STDEV.P(a197) =STDEV.P(b197) =STDEV.P(c197) =STDEV.P(d197) =STDEV.P(e197) =STDEV.P(f197) =STDEV.P(g197) =STDEV.P(h197) =STDEV.P(i197) =STDEV.P(j197) =STDEV.P(k197) =STDEV.P(l197) =STDEV.P(m197) =STDEV.P(n197) =STDEV.P(o197) =STDEV.P(p197) =STDEV.P(q197) =STDEV.P(r197) =STDEV.P(s197) =STDEV.P(t197) +=AVERAGE(a198) =AVERAGE(b198) =AVERAGE(c198) =AVERAGE(d198) =AVERAGE(e198) =AVERAGE(f198) =AVERAGE(g198) =AVERAGE(h198) =AVERAGE(i198) =AVERAGE(j198) =AVERAGE(k198) =AVERAGE(l198) =AVERAGE(m198) =AVERAGE(n198) =AVERAGE(o198) =AVERAGE(p198) =AVERAGE(q198) =AVERAGE(r198) =AVERAGE(s198) =AVERAGE(t198) =STDEV.P(a198) =STDEV.P(b198) =STDEV.P(c198) =STDEV.P(d198) =STDEV.P(e198) =STDEV.P(f198) =STDEV.P(g198) =STDEV.P(h198) =STDEV.P(i198) =STDEV.P(j198) =STDEV.P(k198) =STDEV.P(l198) =STDEV.P(m198) =STDEV.P(n198) =STDEV.P(o198) =STDEV.P(p198) =STDEV.P(q198) =STDEV.P(r198) =STDEV.P(s198) =STDEV.P(t198) +=AVERAGE(a199) =AVERAGE(b199) =AVERAGE(c199) =AVERAGE(d199) =AVERAGE(e199) =AVERAGE(f199) =AVERAGE(g199) =AVERAGE(h199) =AVERAGE(i199) =AVERAGE(j199) =AVERAGE(k199) =AVERAGE(l199) =AVERAGE(m199) =AVERAGE(n199) =AVERAGE(o199) =AVERAGE(p199) =AVERAGE(q199) =AVERAGE(r199) =AVERAGE(s199) =AVERAGE(t199) =STDEV.P(a199) =STDEV.P(b199) =STDEV.P(c199) =STDEV.P(d199) =STDEV.P(e199) =STDEV.P(f199) =STDEV.P(g199) =STDEV.P(h199) =STDEV.P(i199) =STDEV.P(j199) =STDEV.P(k199) =STDEV.P(l199) =STDEV.P(m199) =STDEV.P(n199) =STDEV.P(o199) =STDEV.P(p199) =STDEV.P(q199) =STDEV.P(r199) =STDEV.P(s199) =STDEV.P(t199) +=AVERAGE(a200) =AVERAGE(b200) =AVERAGE(c200) =AVERAGE(d200) =AVERAGE(e200) =AVERAGE(f200) =AVERAGE(g200) =AVERAGE(h200) =AVERAGE(i200) =AVERAGE(j200) =AVERAGE(k200) =AVERAGE(l200) =AVERAGE(m200) =AVERAGE(n200) =AVERAGE(o200) =AVERAGE(p200) =AVERAGE(q200) =AVERAGE(r200) =AVERAGE(s200) =AVERAGE(t200) =STDEV.P(a200) =STDEV.P(b200) =STDEV.P(c200) =STDEV.P(d200) =STDEV.P(e200) =STDEV.P(f200) =STDEV.P(g200) =STDEV.P(h200) =STDEV.P(i200) =STDEV.P(j200) =STDEV.P(k200) =STDEV.P(l200) =STDEV.P(m200) =STDEV.P(n200) =STDEV.P(o200) =STDEV.P(p200) =STDEV.P(q200) =STDEV.P(r200) =STDEV.P(s200) =STDEV.P(t200) +=AVERAGE(a201) =AVERAGE(b201) =AVERAGE(c201) =AVERAGE(d201) =AVERAGE(e201) =AVERAGE(f201) =AVERAGE(g201) =AVERAGE(h201) =AVERAGE(i201) =AVERAGE(j201) =AVERAGE(k201) =AVERAGE(l201) =AVERAGE(m201) =AVERAGE(n201) =AVERAGE(o201) =AVERAGE(p201) =AVERAGE(q201) =AVERAGE(r201) =AVERAGE(s201) =AVERAGE(t201) =STDEV.P(a201) =STDEV.P(b201) =STDEV.P(c201) =STDEV.P(d201) =STDEV.P(e201) =STDEV.P(f201) =STDEV.P(g201) =STDEV.P(h201) =STDEV.P(i201) =STDEV.P(j201) =STDEV.P(k201) =STDEV.P(l201) =STDEV.P(m201) =STDEV.P(n201) =STDEV.P(o201) =STDEV.P(p201) =STDEV.P(q201) =STDEV.P(r201) =STDEV.P(s201) =STDEV.P(t201) +=AVERAGE(a202) =AVERAGE(b202) =AVERAGE(c202) =AVERAGE(d202) =AVERAGE(e202) =AVERAGE(f202) =AVERAGE(g202) =AVERAGE(h202) =AVERAGE(i202) =AVERAGE(j202) =AVERAGE(k202) =AVERAGE(l202) =AVERAGE(m202) =AVERAGE(n202) =AVERAGE(o202) =AVERAGE(p202) =AVERAGE(q202) =AVERAGE(r202) =AVERAGE(s202) =AVERAGE(t202) =STDEV.P(a202) =STDEV.P(b202) =STDEV.P(c202) =STDEV.P(d202) =STDEV.P(e202) =STDEV.P(f202) =STDEV.P(g202) =STDEV.P(h202) =STDEV.P(i202) =STDEV.P(j202) =STDEV.P(k202) =STDEV.P(l202) =STDEV.P(m202) =STDEV.P(n202) =STDEV.P(o202) =STDEV.P(p202) =STDEV.P(q202) =STDEV.P(r202) =STDEV.P(s202) =STDEV.P(t202) +=AVERAGE(a203) =AVERAGE(b203) =AVERAGE(c203) =AVERAGE(d203) =AVERAGE(e203) =AVERAGE(f203) =AVERAGE(g203) =AVERAGE(h203) =AVERAGE(i203) =AVERAGE(j203) =AVERAGE(k203) =AVERAGE(l203) =AVERAGE(m203) =AVERAGE(n203) =AVERAGE(o203) =AVERAGE(p203) =AVERAGE(q203) =AVERAGE(r203) =AVERAGE(s203) =AVERAGE(t203) =STDEV.P(a203) =STDEV.P(b203) =STDEV.P(c203) =STDEV.P(d203) =STDEV.P(e203) =STDEV.P(f203) =STDEV.P(g203) =STDEV.P(h203) =STDEV.P(i203) =STDEV.P(j203) =STDEV.P(k203) =STDEV.P(l203) =STDEV.P(m203) =STDEV.P(n203) =STDEV.P(o203) =STDEV.P(p203) =STDEV.P(q203) =STDEV.P(r203) =STDEV.P(s203) =STDEV.P(t203) +=AVERAGE(a204) =AVERAGE(b204) =AVERAGE(c204) =AVERAGE(d204) =AVERAGE(e204) =AVERAGE(f204) =AVERAGE(g204) =AVERAGE(h204) =AVERAGE(i204) =AVERAGE(j204) =AVERAGE(k204) =AVERAGE(l204) =AVERAGE(m204) =AVERAGE(n204) =AVERAGE(o204) =AVERAGE(p204) =AVERAGE(q204) =AVERAGE(r204) =AVERAGE(s204) =AVERAGE(t204) =STDEV.P(a204) =STDEV.P(b204) =STDEV.P(c204) =STDEV.P(d204) =STDEV.P(e204) =STDEV.P(f204) =STDEV.P(g204) =STDEV.P(h204) =STDEV.P(i204) =STDEV.P(j204) =STDEV.P(k204) =STDEV.P(l204) =STDEV.P(m204) =STDEV.P(n204) =STDEV.P(o204) =STDEV.P(p204) =STDEV.P(q204) =STDEV.P(r204) =STDEV.P(s204) =STDEV.P(t204) +=AVERAGE(a205) =AVERAGE(b205) =AVERAGE(c205) =AVERAGE(d205) =AVERAGE(e205) =AVERAGE(f205) =AVERAGE(g205) =AVERAGE(h205) =AVERAGE(i205) =AVERAGE(j205) =AVERAGE(k205) =AVERAGE(l205) =AVERAGE(m205) =AVERAGE(n205) =AVERAGE(o205) =AVERAGE(p205) =AVERAGE(q205) =AVERAGE(r205) =AVERAGE(s205) =AVERAGE(t205) =STDEV.P(a205) =STDEV.P(b205) =STDEV.P(c205) =STDEV.P(d205) =STDEV.P(e205) =STDEV.P(f205) =STDEV.P(g205) =STDEV.P(h205) =STDEV.P(i205) =STDEV.P(j205) =STDEV.P(k205) =STDEV.P(l205) =STDEV.P(m205) =STDEV.P(n205) =STDEV.P(o205) =STDEV.P(p205) =STDEV.P(q205) =STDEV.P(r205) =STDEV.P(s205) =STDEV.P(t205) +=AVERAGE(a206) =AVERAGE(b206) =AVERAGE(c206) =AVERAGE(d206) =AVERAGE(e206) =AVERAGE(f206) =AVERAGE(g206) =AVERAGE(h206) =AVERAGE(i206) =AVERAGE(j206) =AVERAGE(k206) =AVERAGE(l206) =AVERAGE(m206) =AVERAGE(n206) =AVERAGE(o206) =AVERAGE(p206) =AVERAGE(q206) =AVERAGE(r206) =AVERAGE(s206) =AVERAGE(t206) =STDEV.P(a206) =STDEV.P(b206) =STDEV.P(c206) =STDEV.P(d206) =STDEV.P(e206) =STDEV.P(f206) =STDEV.P(g206) =STDEV.P(h206) =STDEV.P(i206) =STDEV.P(j206) =STDEV.P(k206) =STDEV.P(l206) =STDEV.P(m206) =STDEV.P(n206) =STDEV.P(o206) =STDEV.P(p206) =STDEV.P(q206) =STDEV.P(r206) =STDEV.P(s206) =STDEV.P(t206) +=AVERAGE(a207) =AVERAGE(b207) =AVERAGE(c207) =AVERAGE(d207) =AVERAGE(e207) =AVERAGE(f207) =AVERAGE(g207) =AVERAGE(h207) =AVERAGE(i207) =AVERAGE(j207) =AVERAGE(k207) =AVERAGE(l207) =AVERAGE(m207) =AVERAGE(n207) =AVERAGE(o207) =AVERAGE(p207) =AVERAGE(q207) =AVERAGE(r207) =AVERAGE(s207) =AVERAGE(t207) =STDEV.P(a207) =STDEV.P(b207) =STDEV.P(c207) =STDEV.P(d207) =STDEV.P(e207) =STDEV.P(f207) =STDEV.P(g207) =STDEV.P(h207) =STDEV.P(i207) =STDEV.P(j207) =STDEV.P(k207) =STDEV.P(l207) =STDEV.P(m207) =STDEV.P(n207) =STDEV.P(o207) =STDEV.P(p207) =STDEV.P(q207) =STDEV.P(r207) =STDEV.P(s207) =STDEV.P(t207) +=AVERAGE(a208) =AVERAGE(b208) =AVERAGE(c208) =AVERAGE(d208) =AVERAGE(e208) =AVERAGE(f208) =AVERAGE(g208) =AVERAGE(h208) =AVERAGE(i208) =AVERAGE(j208) =AVERAGE(k208) =AVERAGE(l208) =AVERAGE(m208) =AVERAGE(n208) =AVERAGE(o208) =AVERAGE(p208) =AVERAGE(q208) =AVERAGE(r208) =AVERAGE(s208) =AVERAGE(t208) =STDEV.P(a208) =STDEV.P(b208) =STDEV.P(c208) =STDEV.P(d208) =STDEV.P(e208) =STDEV.P(f208) =STDEV.P(g208) =STDEV.P(h208) =STDEV.P(i208) =STDEV.P(j208) =STDEV.P(k208) =STDEV.P(l208) =STDEV.P(m208) =STDEV.P(n208) =STDEV.P(o208) =STDEV.P(p208) =STDEV.P(q208) =STDEV.P(r208) =STDEV.P(s208) =STDEV.P(t208) +=AVERAGE(a209) =AVERAGE(b209) =AVERAGE(c209) =AVERAGE(d209) =AVERAGE(e209) =AVERAGE(f209) =AVERAGE(g209) =AVERAGE(h209) =AVERAGE(i209) =AVERAGE(j209) =AVERAGE(k209) =AVERAGE(l209) =AVERAGE(m209) =AVERAGE(n209) =AVERAGE(o209) =AVERAGE(p209) =AVERAGE(q209) =AVERAGE(r209) =AVERAGE(s209) =AVERAGE(t209) =STDEV.P(a209) =STDEV.P(b209) =STDEV.P(c209) =STDEV.P(d209) =STDEV.P(e209) =STDEV.P(f209) =STDEV.P(g209) =STDEV.P(h209) =STDEV.P(i209) =STDEV.P(j209) =STDEV.P(k209) =STDEV.P(l209) =STDEV.P(m209) =STDEV.P(n209) =STDEV.P(o209) =STDEV.P(p209) =STDEV.P(q209) =STDEV.P(r209) =STDEV.P(s209) =STDEV.P(t209) +=AVERAGE(a210) =AVERAGE(b210) =AVERAGE(c210) =AVERAGE(d210) =AVERAGE(e210) =AVERAGE(f210) =AVERAGE(g210) =AVERAGE(h210) =AVERAGE(i210) =AVERAGE(j210) =AVERAGE(k210) =AVERAGE(l210) =AVERAGE(m210) =AVERAGE(n210) =AVERAGE(o210) =AVERAGE(p210) =AVERAGE(q210) =AVERAGE(r210) =AVERAGE(s210) =AVERAGE(t210) =STDEV.P(a210) =STDEV.P(b210) =STDEV.P(c210) =STDEV.P(d210) =STDEV.P(e210) =STDEV.P(f210) =STDEV.P(g210) =STDEV.P(h210) =STDEV.P(i210) =STDEV.P(j210) =STDEV.P(k210) =STDEV.P(l210) =STDEV.P(m210) =STDEV.P(n210) =STDEV.P(o210) =STDEV.P(p210) =STDEV.P(q210) =STDEV.P(r210) =STDEV.P(s210) =STDEV.P(t210) +=AVERAGE(a211) =AVERAGE(b211) =AVERAGE(c211) =AVERAGE(d211) =AVERAGE(e211) =AVERAGE(f211) =AVERAGE(g211) =AVERAGE(h211) =AVERAGE(i211) =AVERAGE(j211) =AVERAGE(k211) =AVERAGE(l211) =AVERAGE(m211) =AVERAGE(n211) =AVERAGE(o211) =AVERAGE(p211) =AVERAGE(q211) =AVERAGE(r211) =AVERAGE(s211) =AVERAGE(t211) =STDEV.P(a211) =STDEV.P(b211) =STDEV.P(c211) =STDEV.P(d211) =STDEV.P(e211) =STDEV.P(f211) =STDEV.P(g211) =STDEV.P(h211) =STDEV.P(i211) =STDEV.P(j211) =STDEV.P(k211) =STDEV.P(l211) =STDEV.P(m211) =STDEV.P(n211) =STDEV.P(o211) =STDEV.P(p211) =STDEV.P(q211) =STDEV.P(r211) =STDEV.P(s211) =STDEV.P(t211) +=AVERAGE(a212) =AVERAGE(b212) =AVERAGE(c212) =AVERAGE(d212) =AVERAGE(e212) =AVERAGE(f212) =AVERAGE(g212) =AVERAGE(h212) =AVERAGE(i212) =AVERAGE(j212) =AVERAGE(k212) =AVERAGE(l212) =AVERAGE(m212) =AVERAGE(n212) =AVERAGE(o212) =AVERAGE(p212) =AVERAGE(q212) =AVERAGE(r212) =AVERAGE(s212) =AVERAGE(t212) =STDEV.P(a212) =STDEV.P(b212) =STDEV.P(c212) =STDEV.P(d212) =STDEV.P(e212) =STDEV.P(f212) =STDEV.P(g212) =STDEV.P(h212) =STDEV.P(i212) =STDEV.P(j212) =STDEV.P(k212) =STDEV.P(l212) =STDEV.P(m212) =STDEV.P(n212) =STDEV.P(o212) =STDEV.P(p212) =STDEV.P(q212) =STDEV.P(r212) =STDEV.P(s212) =STDEV.P(t212) +=AVERAGE(a213) =AVERAGE(b213) =AVERAGE(c213) =AVERAGE(d213) =AVERAGE(e213) =AVERAGE(f213) =AVERAGE(g213) =AVERAGE(h213) =AVERAGE(i213) =AVERAGE(j213) =AVERAGE(k213) =AVERAGE(l213) =AVERAGE(m213) =AVERAGE(n213) =AVERAGE(o213) =AVERAGE(p213) =AVERAGE(q213) =AVERAGE(r213) =AVERAGE(s213) =AVERAGE(t213) =STDEV.P(a213) =STDEV.P(b213) =STDEV.P(c213) =STDEV.P(d213) =STDEV.P(e213) =STDEV.P(f213) =STDEV.P(g213) =STDEV.P(h213) =STDEV.P(i213) =STDEV.P(j213) =STDEV.P(k213) =STDEV.P(l213) =STDEV.P(m213) =STDEV.P(n213) =STDEV.P(o213) =STDEV.P(p213) =STDEV.P(q213) =STDEV.P(r213) =STDEV.P(s213) =STDEV.P(t213) +=AVERAGE(a214) =AVERAGE(b214) =AVERAGE(c214) =AVERAGE(d214) =AVERAGE(e214) =AVERAGE(f214) =AVERAGE(g214) =AVERAGE(h214) =AVERAGE(i214) =AVERAGE(j214) =AVERAGE(k214) =AVERAGE(l214) =AVERAGE(m214) =AVERAGE(n214) =AVERAGE(o214) =AVERAGE(p214) =AVERAGE(q214) =AVERAGE(r214) =AVERAGE(s214) =AVERAGE(t214) =STDEV.P(a214) =STDEV.P(b214) =STDEV.P(c214) =STDEV.P(d214) =STDEV.P(e214) =STDEV.P(f214) =STDEV.P(g214) =STDEV.P(h214) =STDEV.P(i214) =STDEV.P(j214) =STDEV.P(k214) =STDEV.P(l214) =STDEV.P(m214) =STDEV.P(n214) =STDEV.P(o214) =STDEV.P(p214) =STDEV.P(q214) =STDEV.P(r214) =STDEV.P(s214) =STDEV.P(t214) + +0 0 0.9621 0.998 0 17.092 3.272 1 0 83 6 0.9621 0.998 0 17.092 3.272 1 0 83 6 +0 0 0.9541 0.9985 0 17.824 3.152 24 5 49 6 0.9541 0.9985 0 17.824 3.152 24 5 49 6 +0 0 0.966 0.9981 0 17.312 3.24 25 4 52 6 0.966 0.9981 0 17.312 3.24 25 4 52 6 +0 0 0.9738 0.9982 0 15.832 3.224 21 4 60 6 0.9738 0.9982 0 15.832 3.224 21 4 60 6 +0 0 0.9541 0.9982 0 17.86 3.396 45 5 67 6 0.9541 0.9982 0 17.86 3.396 45 5 67 6 +0 0 0.9621 0.9981 0 17.276 3.228 32 5 38 5 0.9621 0.9981 0 17.276 3.228 32 5 38 5 +0 0 0.982 0.998 0 17.124 3.204 1 0 26 5 0.982 0.998 0 17.124 3.204 1 0 26 5 +0 0 0.9581 0.9982 0 18.032 3.364 18 4 38 6 0.9581 0.9982 0 18.032 3.364 18 4 38 6 +0 0 0.99 0.9986 0 15.208 3.088 64 6 54 6 0.99 0.9986 0 15.208 3.088 64 6 54 6 +0 0 0.9501 0.9981 0 16.944 3.276 6 2 21 5 0.9501 0.9981 0 16.944 3.276 6 2 21 5 +1 0 0.998 0.9981 0.9974 13.764 3.1 5 2 41 7 0.9801 0.9981 0 15.428 3.186 5 2 83 6 +1 0 0.99 0.9985 0 15.42 3.136 24 5 59 10 0.9721 0.9985 0 16.622 3.144 24 5 49 6 +1 0 0.9939 0.9981 0 14.648 3.308 25 4 26 5 0.98 0.9981 0 15.98 3.274 25 4 52 6 +1 0 0.9939 0.9982 0 13.84 3.272 21 4 89 7 0.9839 0.9982 0 14.836 3.248 21 4 60 6 +1 0 0.99 0.9982 0 16.52 3.5 45 5 78 8 0.9721 0.9982 0 17.19 3.448 45 5 67 6 +1 0 0.994 0.9981 0 16.324 3.356 32 5 28 5 0.978 0.9981 0 16.8 3.292 32 5 38 5 +1 0 0.994 0.9985 0 17.308 3.432 68 6 33 7 0.988 0.9985 0 17.216 3.318 68 6 26 5 +1 0 0.994 0.9982 0 16.976 3.504 18 4 58 8 0.9761 0.9982 0 17.504 3.434 18 4 38 6 +1 0 0.99 0.9986 0 14.84 3.16 64 6 20 5 0.99 0.9986 0 15.024 3.124 64 6 54 6 +1 0 0.9901 0.9981 0 13.344 3.232 6 2 62 9 0.9701 0.9981 0 15.144 3.254 6 2 21 5 +2 0 0.994 0.9981 0 13.336 3.108 5 2 26 7 0.9847 0.9981 0 14.731 3.16 5 2 83 6 +2 0 0.998 0.9985 0.998 15.716 3.32 24 5 5 2 0.9807 0.9985 0 16.32 3.203 24 5 49 6 +2 0 0.9979 0.9982 0.9979 15.556 3.492 43 8 72 7 0.986 0.9982 0 15.839 3.347 43 8 52 6 +2 0 0.9939 0.9982 0 12.948 3.336 21 4 9 3 0.9872 0.9982 0 14.207 3.277 21 4 60 6 +2 0 0.998 0.9982 0.9977 16.66 3.488 45 5 49 7 0.9807 0.9982 0 17.013 3.461 45 5 67 6 +2 0 0.986 0.9981 0 14.58 3.396 32 5 43 5 0.9807 0.9981 0 16.06 3.327 32 5 38 5 +2 0 0.994 0.9985 0 16.492 3.612 68 6 46 11 0.99 0.9985 0 16.975 3.416 68 6 26 5 +2 0 0.994 0.9982 0 18.656 3.696 18 4 9 4 0.9821 0.9982 0 17.888 3.521 18 4 38 6 +2 0 0.99 0.9986 0 15.34 3.456 64 6 25 7 0.99 0.9986 0 15.129 3.235 64 6 54 6 +2 0 0.994 0.9981 0 11.828 3.164 6 2 17 10 0.9781 0.9981 0 14.039 3.224 6 2 21 5 +3 0 0.99 0.9981 0 13.724 3.316 5 2 11 4 0.986 0.9981 0 14.479 3.199 5 2 83 6 +3 0 0.998 0.9985 0.9978 16.944 3.512 24 5 47 6 0.985 0.9985 0 16.476 3.28 24 5 49 6 +3 0 0.9977 0.9982 0.95 16.496 3.728 43 8 34 8 0.9889 0.9982 0 16.003 3.442 43 8 52 6 +3 0 0.9979 0.9982 0.9969 11.892 3.16 60 6 7 3 0.9899 0.9982 0 13.628 3.248 60 6 60 6 +3 0 0.998 0.9982 0.9977 13.864 3.18 45 5 36 7 0.9851 0.9982 0 16.226 3.391 45 5 67 6 +3 0 0.994 0.9989 0 13.584 3.412 51 6 37 11 0.984 0.9989 0 15.441 3.348 51 6 38 5 +3 0 0.986 0.9985 0 16.948 3.628 68 6 15 6 0.989 0.9985 0 16.968 3.469 68 6 26 5 +3 0 0.998 0.9982 0.998 17.8 3.696 18 4 8 5 0.986 0.9982 0 17.866 3.565 18 4 38 6 +3 0 0.982 0.9986 0 16.992 3.688 64 6 22 5 0.988 0.9986 0 15.595 3.348 64 6 54 6 +3 0 0.998 0.9981 0.9979 13.264 3.396 6 2 21 7 0.9831 0.9981 0 13.845 3.267 6 2 21 5 +4 0 0.994 0.9981 0 13.592 3.296 5 2 26 7 0.9876 0.9981 0 14.302 3.218 5 2 83 6 +4 0 0.998 0.9985 0.9978 15.028 3.288 24 5 39 6 0.9876 0.9985 0 16.186 3.282 24 5 49 6 +4 0 0.986 0.9982 0 15.032 3.644 43 8 38 8 0.9883 0.9982 0 15.809 3.482 43 8 52 6 +4 0 0.99 0.9982 0 11.948 3.148 60 6 13 6 0.9899 0.9982 0 13.292 3.228 60 6 60 6 +4 0 0.998 0.9982 0.9979 12.54 3.052 45 5 1 0 0.9877 0.9982 0 15.489 3.323 45 5 67 6 +4 0 0.998 0.9989 0.9973 13.272 3.388 51 6 11 5 0.9868 0.9989 0 15.007 3.356 51 6 38 5 +4 0 0.998 0.9985 0.9977 17.04 3.9 68 6 4 2 0.9908 0.9985 0 16.982 3.555 68 6 26 5 +4 0 0.994 0.9982 0 17.672 3.668 18 4 26 7 0.9876 0.9982 0 17.827 3.586 18 4 38 6 +4 0 0.99 0.9986 0 17.724 3.448 64 6 20 6 0.9884 0.9986 0 16.021 3.368 64 6 54 6 +4 0 0.994 0.9981 0 13.364 3.304 6 2 81 10 0.9853 0.9981 0 13.749 3.274 6 2 21 5 +5 0 0.998 0.9985 0.998 14.972 3.172 24 5 86 7 0.9894 0.9985 0 15.984 3.263 24 5 49 6 +5 0 0.9979 0.9985 0.9979 12.86 3.296 9 5 7 3 0.9899 0.9985 0 15.317 3.451 9 5 52 6 +5 0 0.99 0.9982 0 11.752 2.996 60 6 8 4 0.9899 0.9982 0 13.035 3.189 60 6 60 6 +5 0 0.998 0.9982 0.9977 12.476 3.248 45 5 53 7 0.9894 0.9982 0 14.987 3.311 45 5 67 6 +5 0 0.994 0.9989 0 13.86 3.472 51 6 36 9 0.988 0.9989 0 14.816 3.375 51 6 38 5 +5 0 0.994 0.9985 0 17.664 3.984 68 6 21 6 0.9914 0.9985 0 17.096 3.627 68 6 26 5 +5 0 0.982 0.9986 0 18.712 3.536 64 6 75 7 0.9873 0.9986 0 16.469 3.396 64 6 54 6 +6 0 0.994 0.9985 0 13.336 3.088 24 5 36 8 0.99 0.9985 0 15.606 3.238 24 5 49 6 +6 0 0.9979 0.9985 0.9979 12.208 3.236 9 5 5 2 0.9911 0.9985 0 14.873 3.421 9 5 52 6 +6 0 0.9939 0.9982 0 11.828 3.08 60 6 5 2 0.9905 0.9982 0 12.863 3.174 60 6 60 6 +6 0 0.994 0.9986 0 12.348 3.312 13 7 11 6 0.99 0.9986 0 14.61 3.311 13 7 67 6 +6 0 0.998 0.9989 0.9979 14.724 3.74 51 6 44 11 0.9894 0.9989 0 14.803 3.427 51 6 38 5 +6 0 0.9821 0.9985 0 17.28 4.148 68 6 58 6 0.99 0.9985 0 17.122 3.701 68 6 26 5 +6 0 0.994 0.9986 0 14.268 2.968 64 6 13 5 0.9883 0.9986 0 16.155 3.335 64 6 54 6 +7 0 0.998 0.9985 0.998 13.692 3.024 24 5 13 4 0.991 0.9985 0 15.367 3.212 24 5 49 6 +7 0 0.9939 0.9985 0 11.696 3.364 9 5 9 4 0.9914 0.9985 0 14.476 3.413 9 5 52 6 +7 0 0.9979 0.9984 0.9978 11.44 3.092 13 5 13 4 0.9914 0.9984 0 12.685 3.163 13 5 60 6 +7 0 0.998 0.9986 0.9979 12.192 3.284 13 7 3 1 0.991 0.9986 0 14.307 3.308 13 7 67 6 +7 0 0.998 0.9989 0.998 15.452 3.804 51 6 6 2 0.9905 0.9989 0 14.884 3.474 51 6 38 5 +7 0 0.994 0.9985 0 16.392 4.032 68 6 66 6 0.9905 0.9985 0 17.031 3.743 68 6 26 5 +7 0 0.994 0.9986 0 14.8 3.036 64 6 97 10 0.989 0.9986 0 15.986 3.297 64 6 54 6 +8 0 0.998 0.9985 0.997 13.6 3.056 24 5 34 6 0.9918 0.9985 0 15.17 3.194 24 5 49 6 +8 0 0.9939 0.9985 0 11.072 3.296 9 5 36 8 0.9917 0.9985 0 14.098 3.4 9 5 52 6 +8 0 0.9939 0.9984 0 11.428 3.068 13 5 18 5 0.9917 0.9984 0 12.545 3.153 13 5 60 6 +8 0 0.9941 0.9986 0 11.46 3.16 13 7 75 13 0.9914 0.9986 0 13.991 3.291 13 7 67 6 +8 0 0.994 0.9989 0 15.54 3.788 51 6 50 8 0.9909 0.9989 0 14.957 3.509 51 6 38 5 +8 0 0.998 0.9985 0.9972 16.508 4.252 68 6 61 6 0.9914 0.9985 0 16.973 3.799 68 6 26 5 +8 0 0.998 0.9986 0.9978 15.828 3.188 64 6 97 10 0.99 0.9986 0 15.968 3.285 64 6 54 6 +9 0 0.994 0.9985 0 13.812 3.32 24 5 68 6 0.992 0.9985 0 15.034 3.207 24 5 49 6 +9 0 0.9979 0.9985 0.9978 11.724 3.616 9 5 52 8 0.9923 0.9985 0 13.86 3.422 9 5 52 6 +9 0 0.9979 0.9984 0.9977 11.148 3.032 13 5 55 6 0.9923 0.9984 0 12.406 3.141 13 5 60 6 +9 0 0.994 0.9986 0 12.548 3.404 13 7 6 2 0.9916 0.9986 0 13.847 3.302 13 7 67 6 +9 0 0.998 0.9989 0.9979 16.084 3.816 46 6 10 4 0.9916 0.9989 0 15.07 3.54 46 6 38 5 +9 0 0.9821 0.9985 0 15.884 4.132 68 6 48 11 0.9904 0.9985 0 16.864 3.832 68 6 26 5 +9 0 0.998 0.9986 0.9978 17.144 3.392 64 6 69 7 0.9908 0.9986 0 16.086 3.296 64 6 54 6 +10 0 0.994 0.9985 0 11.716 2.964 24 5 8 3 0.9922 0.9985 0 14.733 3.185 24 5 49 6 +10 0 0.9939 0.9985 0 11.692 3.64 9 5 77 11 0.9925 0.9985 0 13.663 3.442 9 5 52 6 +10 0 0.998 0.9986 0.9971 12.252 3.492 13 7 7 3 0.9922 0.9986 0 13.702 3.32 13 7 67 6 +10 0 0.998 0.9989 0.998 16.664 3.992 46 6 5 3 0.9922 0.9989 0 15.215 3.581 46 6 38 5 +10 0 0.99 0.9986 0 19.128 3.76 64 6 77 6 0.9907 0.9986 0 16.362 3.338 64 6 54 6 +11 0 0.998 0.9989 0.9979 12.228 3 9 5 71 7 0.9927 0.9989 0 14.524 3.169 9 5 49 6 +11 0 0.978 0.9985 0 9.924 3.336 9 5 57 9 0.9913 0.9985 0 13.352 3.433 9 5 52 6 +11 0 0.998 0.9986 0.9971 9.996 3.144 13 7 7 3 0.9927 0.9986 0 13.393 3.305 13 7 67 6 +11 0 0.998 0.9989 0.9979 17.052 4.116 46 6 39 10 0.9927 0.9989 0 15.368 3.626 46 6 38 5 +11 0 0.998 0.9986 0.9978 19.82 4.052 64 6 104 11 0.9913 0.9986 0 16.65 3.398 64 6 54 6 +12 0 0.994 0.9989 0 11.948 3.108 9 5 23 7 0.9928 0.9989 0 14.326 3.165 9 5 49 6 +12 0 0.9939 0.9985 0 7.732 2.804 9 5 66 13 0.9915 0.9985 0 12.919 3.385 9 5 52 6 +12 0 0.998 0.9986 0.9971 9.328 2.94 13 7 5 2 0.9931 0.9986 0 13.08 3.277 13 7 67 6 +12 0 0.998 0.9989 0.9979 16.932 4.156 46 6 6 3 0.9931 0.9989 0 15.488 3.666 46 6 38 5 +12 0 0.994 0.9986 0 22.284 4.416 64 6 57 6 0.9916 0.9986 0 17.084 3.476 64 6 54 6 +13 0 0.994 0.9989 0 10.712 2.92 9 5 59 9 0.9929 0.9989 0 14.068 3.147 9 5 49 6 +13 0 0.9979 0.9985 0.9978 6.788 2.6 9 5 6 3 0.9919 0.9985 0 12.481 3.329 9 5 52 6 +13 0 0.9901 0.9986 0 8.48 2.832 13 7 34 6 0.9929 0.9986 0 12.752 3.245 13 7 67 6 +13 0 0.998 0.9989 0.998 16.324 4.096 46 6 3 1 0.9934 0.9989 0 15.548 3.697 46 6 38 5 +13 0 0.994 0.9986 0 21.556 4.424 64 6 30 9 0.9917 0.9986 0 17.403 3.544 64 6 54 6 +14 0 0.998 0.9989 0.9978 10.448 2.976 9 5 19 7 0.9932 0.9989 0 13.826 3.136 9 5 49 6 +14 0 0.9899 0.9985 0 7.736 2.796 9 5 53 10 0.9918 0.9985 0 12.165 3.293 9 5 52 6 +14 0 0.998 0.9986 0.9979 7.508 2.68 13 7 3 1 0.9932 0.9986 0 12.402 3.207 13 7 67 6 +14 0 0.998 0.9989 0.9979 15.96 3.984 46 6 3 1 0.9937 0.9989 0 15.575 3.716 46 6 38 5 +14 0 0.994 0.9986 0 21.364 4.424 64 6 15 6 0.9919 0.9986 0 17.667 3.602 64 6 54 6 +15 0 0.998 0.9989 0.998 11.2 3.08 9 5 1 0 0.9935 0.9989 0 13.662 3.132 9 5 49 6 +15 0 0.998 0.9986 0.9979 7.176 2.492 13 7 6 2 0.9935 0.9986 0 12.075 3.163 13 7 67 6 +15 0 0.998 0.9989 0.998 14.34 3.824 46 6 3 1 0.994 0.9989 0 15.498 3.723 46 6 38 5 +16 0 0.994 0.9989 0 12.392 3.324 9 5 35 10 0.9936 0.9989 0 13.588 3.144 9 5 49 6 +16 0 0.994 0.9986 0 7.32 2.532 13 7 19 9 0.9936 0.9986 0 11.796 3.126 13 7 67 6 +16 0 0.998 0.9989 0.9979 15.756 4.088 46 6 8 5 0.9942 0.9989 0 15.513 3.744 46 6 38 5 +17 0 0.998 0.9989 0.998 10.96 3.08 9 5 3 1 0.9938 0.9989 0 13.442 3.14 9 5 49 6 +17 0 0.998 0.9986 0.9979 6.428 2.256 13 7 11 7 0.9938 0.9986 0 11.498 3.077 13 7 67 6 +17 0 0.998 0.9989 0.998 16.156 4.096 46 6 1 0 0.9944 0.9989 0 15.549 3.764 46 6 38 5 +18 0 0.998 0.9989 0.998 10.472 3.044 9 5 17 5 0.994 0.9989 0 13.285 3.135 9 5 49 6 +18 0 0.998 0.9986 0.9979 6.668 2.384 13 7 4 2 0.994 0.9986 0 11.243 3.041 13 7 67 6 +18 0 0.998 0.9989 0.998 13.816 3.776 46 6 3 1 0.9946 0.9989 0 15.458 3.765 46 6 38 5 +19 0 0.998 0.9989 0.998 11.036 3.168 9 5 8 3 0.9942 0.9989 0 13.173 3.137 9 5 49 6 +19 0 0.998 0.9986 0.9958 5.972 2.196 13 7 13 6 0.9942 0.9986 0 10.98 2.999 13 7 67 6 +19 0 0.998 0.9989 0.998 12.308 3.272 46 6 12 5 0.9948 0.9989 0 15.3 3.74 46 6 38 5 +20 0 0.998 0.9989 0.998 10.56 3.012 9 5 3 1 0.9944 0.9989 0 13.048 3.131 9 5 49 6 +20 0 0.998 0.9989 0.998 12.064 3.216 46 6 13 5 0.9949 0.9989 0 15.146 3.715 46 6 38 5 +21 0 0.998 0.9989 0.9778 11.964 3.196 9 5 15 5 0.9946 0.9989 0 12.999 3.134 9 5 49 6 +21 0 0.998 0.9989 0.9975 12.012 3.268 46 6 18 5 0.9951 0.9989 0 15.004 3.695 46 6 38 5 +22 0 0.994 0.9989 0 13.156 3.328 9 5 62 8 0.9946 0.9989 0 13.006 3.142 9 5 49 6 +22 0 0.998 0.9989 0.998 12.36 3.28 46 6 5 3 0.9952 0.9989 0 14.889 3.677 46 6 38 5 +23 0 0.994 0.9989 0 13.928 3.384 9 5 11 5 0.9945 0.9989 0 13.044 3.152 9 5 49 6 +23 0 0.994 0.9989 0 13.732 3.564 46 6 16 5 0.9952 0.9989 0 14.841 3.672 46 6 38 5 +24 0 0.994 0.9989 0 14.008 3.504 9 5 94 12 0.9945 0.9989 0 13.083 3.166 9 5 49 6 +24 0 0.998 0.9989 0.998 12.172 3.328 46 6 1 0 0.9953 0.9989 0 14.734 3.658 46 6 38 5 +25 0 0.998 0.9989 0.9977 11.952 3.28 46 6 46 6 0.9954 0.9989 0 14.627 3.644 46 6 38 5 +26 0 0.998 0.9989 0.998 12.204 3.376 46 6 6 2 0.9955 0.9989 0 14.537 3.634 46 6 38 5 +27 0 0.994 0.9989 0 12.952 3.74 46 6 12 5 0.9954 0.9989 0 14.48 3.638 46 6 38 5 +28 0 0.998 0.9989 0.998 12.724 3.78 46 6 19 7 0.9955 0.9989 0 14.42 3.642 46 6 38 5 +29 0 0.994 0.9989 0 12.752 3.888 46 6 10 4 0.9955 0.9989 0 14.364 3.651 46 6 38 5 +30 0 0.994 0.9989 0 12.664 3.708 46 6 53 9 0.9954 0.9989 0 14.309 3.653 46 6 38 5 +31 0 0.998 0.9989 0.9979 12 3.74 46 6 9 6 0.9955 0.9989 0 14.237 3.655 46 6 38 5 +32 0 0.994 0.9989 0 11.408 3.572 46 6 48 10 0.9955 0.9989 0 14.152 3.653 46 6 38 5 +33 0 0.998 0.9989 0.998 10.956 3.5 46 6 29 9 0.9955 0.9989 0 14.058 3.648 46 6 38 5 +34 0 0.994 0.9989 0 11.74 3.472 46 6 19 5 0.9955 0.9989 0 13.991 3.643 46 6 38 5 +35 0 0.99 0.9989 0 11.304 3.36 46 6 50 11 0.9953 0.9989 0 13.917 3.635 46 6 38 5 +36 0 0.998 0.9989 0.9979 11.72 3.48 46 6 34 5 0.9954 0.9989 0 13.857 3.631 46 6 38 5 +37 0 0.994 0.9989 0 11.964 3.56 46 6 28 9 0.9954 0.9989 0 13.807 3.629 46 6 38 5 +38 0 0.994 0.9989 0 10.636 3.284 46 6 18 8 0.9953 0.9989 0 13.726 3.62 46 6 38 5 +39 0 0.998 0.9989 0.9979 10.264 3.156 46 6 5 2 0.9954 0.9989 0 13.64 3.609 46 6 38 5 +40 0 0.998 0.9989 0.998 10.032 3.164 46 6 4 2 0.9955 0.9989 0 13.552 3.598 46 6 38 5 +41 0 0.998 0.9989 0.998 10.072 3.14 46 6 69 15 0.9955 0.9989 0 13.469 3.587 46 6 38 5 +42 0 0.99 0.9989 0 11.108 3.528 46 6 10 3 0.9954 0.9989 0 13.414 3.586 46 6 38 5 +43 0 0.994 0.9989 0 8.944 2.944 46 6 63 16 0.9954 0.9989 0 13.312 3.571 46 6 38 5 +44 0 0.998 0.9989 0.998 7.296 2.456 46 6 5 2 0.9954 0.9989 0 13.179 3.546 46 6 38 5 +45 0 0.998 0.9989 0.998 6.924 2.36 46 6 6 4 0.9955 0.9989 0 13.043 3.521 46 6 38 5 +46 0 0.998 0.9989 0.9979 7.2 2.416 46 6 6 3 0.9955 0.9989 0 12.918 3.497 46 6 38 5 +47 0 0.998 0.9989 0.998 7.632 2.468 46 6 4 2 0.9956 0.9989 0 12.808 3.476 46 6 38 5 +48 0 0.998 0.9989 0.9979 7.328 2.32 46 6 5 2 0.9956 0.9989 0 12.696 3.452 46 6 38 5 +49 0 0.998 0.9989 0.998 7.304 2.268 46 6 3 1 0.9957 0.9989 0 12.588 3.428 46 6 38 5 +50 0 0.998 0.9989 0.998 7.568 2.34 46 6 1 0 0.9957 0.9989 0 12.49 3.407 46 6 38 5 diff --git a/Seminar/10gen/aggregated_all.tsv b/Seminar/10gen/aggregated_all.tsv new file mode 100644 index 0000000..cee131d --- /dev/null +++ b/Seminar/10gen/aggregated_all.tsv @@ -0,0 +1,174 @@ +Run Remaining Subpopulations +Timer Name Value +CPU Time (ns): 162594844790 +Wall Time (ms): 6786 +CPU Cycles: 77481848073527258 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 325877760 +2 292 344248320 +3 510 352194560 +4 730 359194624 +5 928 363827200 +6 1126 370434048 +7 1330 376291328 +8 1507 382648320 +9 1699 388669440 +10 1847 394989568 +11 1994 400330752 +12 2155 405495808 +13 2296 410779648 +14 2442 414707712 +15 2574 420212736 +16 2706 424095744 +17 2846 430182400 +18 2990 435924992 +19 3099 441409536 +20 3219 446042112 +21 3367 453009408 +22 3493 458072064 +23 3603 462594048 +24 3705 465518592 +25 3824 469565440 +26 3944 476340224 +27 4067 480530432 +28 4162 481984512 +29 4262 486719488 +30 4377 489365504 +31 4482 492929024 +32 4576 499208192 +33 4666 504991744 +34 4758 508329984 +35 4853 513859584 +36 4963 519163904 +37 5047 523091968 +38 5139 527659008 +39 5225 532824064 +40 5326 537100288 +41 5413 541671424 +42 5493 544043008 +43 5579 547102720 +44 5652 550420480 +45 5733 556306432 +46 5811 559251456 +47 5884 563855360 +48 5946 568180736 +49 6008 571367424 +50 6069 576737280 +51 6125 579735552 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 16259484479 +Wall Time (ms): 6172 +CPU Cycles: 7748184807352725 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32587776 +2 292 34424832 +3 510 35219456 +4 730 35919462 +5 928 36382720 +6 1126 37043404 +7 1330 37629132 +8 1507 38264832 +9 1699 38866944 +10 1847 39498956 +11 1994 40033075 +12 2155 40549580 +13 2296 41077964 +14 2442 41470771 +15 2574 42021273 +16 2706 42409574 +17 2846 43018240 +18 2990 43592499 +19 3099 44140953 +20 3219 44604211 +21 3367 45300940 +22 3493 45807206 +23 3603 46259404 +24 3705 46551859 +25 3824 46956544 +26 3944 47634022 +27 4067 48053043 +28 4162 48198451 +29 4262 48671948 +30 4377 48936550 +31 4482 49292902 +32 4576 49920819 +33 4666 50499174 +34 4758 50832998 +35 4853 51385958 +36 4963 51916390 +37 5047 52309196 +38 5139 52765900 +39 5225 53282406 +40 5326 53710028 +41 5413 54167142 +42 5493 54404300 +43 5579 54710272 +44 5652 55042048 +45 5733 55630643 +46 5811 55925145 +47 5884 56385536 +48 5946 56818073 +49 6008 57136742 +50 6069 57673728 +51 6125 57973555 +Hits Total +2204 2810 +Percent Hit: 78.4342% +Fitness +0.998755 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +994 125 1210 480 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9586 0.99844 0 17.4592 3.3478 22 4 58 5 0.9586 0.99844 0 17.4592 3.3478 22 4 58 5 +1 0 0.98968 0.99855 0 15.499 3.4215 17 3 44 5 0.97412 0.99855 0 16.479 3.3846 17 3 58 5 +2 0 0.9929 0.99855 0 14.6036 3.4282 17 3 34 6 0.98039 0.99855 0 15.8539 3.3992 17 3 58 5 +3 0 0.99265 0.99855 0 13.6681 3.3867 17 3 39 6 0.98345 0.99855 0 15.3075 3.396 17 3 58 5 +4 0 0.99361 0.99856 0.09979 12.8834 3.366 20 3 34 6 0.98549 0.99856 0 14.8229 3.3899 20 3 58 5 +5 0 0.99428 0.99862 0 12.4768 3.3946 28 4 34 7 0.98695 0.99862 0 14.4316 3.3908 28 4 58 5 +6 0 0.99505 0.99862 0.09932 11.9116 3.3307 28 4 32 7 0.98811 0.99862 0 14.0716 3.3823 28 4 58 5 +7 0 0.99405 0.99863 0 11.5461 3.2918 18 3 30 7 0.98883 0.99863 0 13.7559 3.371 18 3 58 5 +8 0 0.99603 0.99863 0.39878 10.7643 3.2013 18 3 39 7 0.98965 0.99863 0 13.4235 3.3521 18 3 58 5 +9 0 0.9949 0.99864 0.09979 10.2633 3.1152 15 4 40 7 0.99017 0.99864 0 13.1075 3.3285 15 4 58 5 +10 0 0.99566 0.99864 0 9.9683 3.0771 15 4 25 6 0.99069 0.99864 0 12.8222 3.3057 15 4 58 5 +11 0 0.99552 0.99864 0 9.8797 3.0997 15 4 30 7 0.99108 0.99864 0 12.577 3.2884 15 4 58 5 +12 0 0.99638 0.99864 0.19935 9.616 3.0567 15 4 32 8 0.99148 0.99864 0 12.3492 3.2706 15 4 58 5 +13 0 0.99653 0.9987 0.29894 9.1503 2.9734 15 4 27 7 0.99185 0.9987 0 12.1207 3.2493 15 4 58 5 +14 0 0.99676 0.9987 0.49882 8.7517 2.8653 14 3 25 5 0.99218 0.9987 0 11.8962 3.2238 14 3 58 5 +15 0 0.99727 0.9987 0.49852 8.3046 2.7623 14 3 27 6 0.99248 0.9987 0 11.6718 3.1949 14 3 58 5 +16 0 0.99714 0.9987 0.49868 7.989 2.6609 14 3 25 6 0.99277 0.9987 0 11.4549 3.1636 14 3 58 5 +17 0 0.99691 0.9987 0.29937 7.6464 2.5837 13 3 31 7 0.99299 0.9987 0 11.2436 3.1312 13 3 58 5 +18 0 0.99665 0.9987 0.29917 7.4251 2.5427 13 3 24 6 0.99318 0.9987 0 11.0426 3.1003 13 3 58 5 +19 0 0.99666 0.9987 0.29933 7.0693 2.4685 18 4 20 5 0.99336 0.9987 0 10.8438 3.0687 18 4 58 5 +20 0 0.99666 0.9987 0.39903 6.883 2.4389 18 4 18 5 0.99352 0.9987 0 10.6551 3.0387 18 4 58 5 +21 0 0.99753 0.99872 0.69819 6.7148 2.3917 17 4 19 5 0.9937 0.99872 0 10.4761 3.0094 17 4 58 5 +22 0 0.99689 0.99872 0.49887 6.5701 2.3476 17 4 13 4 0.99385 0.99872 0 10.3063 2.9804 17 4 58 5 +23 0 0.9969 0.99872 0.39902 6.419 2.3315 17 4 18 5 0.99394 0.99872 0 10.1443 2.9534 17 4 58 5 +24 0 0.99728 0.99872 0.39893 6.386 2.3402 17 4 13 4 0.99412 0.99872 0 9.9939 2.9289 17 4 58 5 +25 0 0.99739 0.99872 0.59836 6.2473 2.295 15 4 12 4 0.99422 0.99872 0 9.85 2.9046 15 4 58 5 +26 0 0.99764 0.99872 0.79763 6.0652 2.2278 15 4 24 6 0.99436 0.99872 0 9.7095 2.8795 15 4 58 5 +27 0 0.99741 0.99872 0.59848 5.7791 2.1682 15 4 14 4 0.99447 0.99872 0 9.5693 2.8541 15 4 58 5 +28 0 0.99752 0.99872 0.79817 5.6809 2.1348 15 4 11 4 0.99457 0.99872 0 9.4351 2.8292 15 4 58 5 +29 0 0.99727 0.99872 0.49875 5.5199 2.0833 15 4 12 5 0.99467 0.99872 0 9.3046 2.8044 15 4 58 5 +30 0 0.99715 0.99872 0.59873 5.4534 2.0567 15 4 10 3 0.99475 0.99872 0 9.1804 2.7803 15 4 58 5 +31 0 0.99727 0.99873 0.49841 5.3903 2.0219 16 4 12 4 0.99481 0.99873 0 9.0619 2.7567 16 4 58 5 +32 0 0.99787 0.99873 0.89739 5.3307 1.9969 16 4 11 3 0.9949 0.99873 0 8.949 2.7334 16 4 58 5 +33 0 0.99764 0.99873 0.69804 5.3059 1.9772 16 4 14 3 0.99499 0.99873 0 8.8418 2.7113 16 4 58 5 +34 0 0.99751 0.99873 0.79755 5.2424 1.9621 16 4 15 4 0.99507 0.99873 0 8.7389 2.69 16 4 58 5 +35 0 0.99689 0.99873 0.29934 5.2651 1.9783 16 4 13 4 0.99511 0.99873 0 8.6425 2.6703 16 4 58 5 +36 0 0.99763 0.99873 0.69787 5.2188 1.9628 16 4 13 4 0.99521 0.99873 0 8.5498 2.6511 16 4 58 5 +37 0 0.99727 0.99873 0.59802 5.2334 1.9706 16 4 16 4 0.99523 0.99873 0 8.4627 2.6333 16 4 58 5 +38 0 0.99752 0.99873 0.59785 5.2476 1.9651 16 4 19 5 0.99531 0.99873 0 8.3803 2.616 16 4 58 5 +39 0 0.99788 0.99873 0.89759 5.0853 1.9181 15 4 15 4 0.99535 0.99873 0 8.298 2.5986 15 4 58 5 +40 0 0.99753 0.99873 0.59858 5.1001 1.9119 15 4 14 4 0.99543 0.99873 0 8.2199 2.5817 15 4 58 5 +41 0 0.99777 0.99873 0.79794 4.9382 1.868 15 4 13 3 0.99548 0.99873 0 8.1417 2.5649 15 4 58 5 +42 0 0.99789 0.99873 0.89774 4.9381 1.8817 15 4 11 3 0.99554 0.99873 0 8.0673 2.5489 15 4 58 5 +43 0 0.99778 0.99873 0.79806 4.8333 1.863 15 4 6 2 0.99558 0.99873 0 7.9937 2.5334 15 4 58 5 +44 0 0.99717 0.99873 0.49856 4.9118 1.8707 15 4 18 4 0.99562 0.99873 0 7.9252 2.5186 15 4 58 5 +45 0 0.99765 0.99873 0.79799 4.8163 1.8415 15 4 15 3 0.99566 0.99873 0 7.8578 2.5038 15 4 58 5 +46 0 0.99789 0.99875 0.89748 4.8337 1.86 15 4 14 4 0.99572 0.99875 0 7.7934 2.4902 15 4 58 5 +47 0 0.99739 0.99875 0.5983 4.8045 1.8562 15 4 7 3 0.99574 0.99875 0 7.7311 2.4769 15 4 58 5 +48 0 0.99728 0.99875 0.39869 4.7681 1.8294 15 4 9 3 0.99578 0.99875 0 7.6704 2.4637 15 4 58 5 +49 0 0.99753 0.99875 0.59826 4.7732 1.8391 15 4 17 4 0.99582 0.99875 0 7.6127 2.4512 15 4 58 5 +50 0 0.99739 0.99875 0.69852 4.7961 1.8418 15 4 8 3 0.99585 0.99875 0 7.5575 2.4393 15 4 58 5 diff --git a/Seminar/10gen/aggregated_best_fitness.tsv b/Seminar/10gen/aggregated_best_fitness.tsv new file mode 100644 index 0000000..9d034a2 --- /dev/null +++ b/Seminar/10gen/aggregated_best_fitness.tsv @@ -0,0 +1,174 @@ +Run Remaining Subpopulations +Timer Name Value +CPU Time (ns): 15098635686 +Wall Time (ms): 6786 +CPU Cycles: 7748183989907255 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 32501760 +2 264 34816000 +3 480 35479552 +4 663 35614720 +5 858 36384768 +6 1097 37322752 +7 1289 37171200 +8 1406 37634048 +9 1548 38404096 +10 1658 39256064 +11 1757 39415808 +12 1917 39493632 +13 2066 40431616 +14 2247 40845312 +15 2352 41664512 +16 2474 42020864 +17 2608 42795008 +18 2765 43823104 +19 2914 44163072 +20 3034 44179456 +21 3170 44994560 +22 3287 45015040 +23 3455 45662208 +24 3528 45850624 +25 3674 46428160 +26 3777 47124480 +27 3922 47636480 +28 3991 47357952 +29 4072 47755264 +30 4157 48013312 +31 4249 49012736 +32 4341 49922048 +33 4440 50483200 +34 4543 50401280 +35 4577 50679808 +36 4681 51097600 +37 4746 51593216 +38 4845 51789824 +39 4922 52625408 +40 5018 52940800 +41 5126 53252096 +42 5203 53309440 +43 5297 53358592 +44 5345 54087680 +45 5445 54198272 +46 5546 54239232 +47 5637 55238656 +48 5715 55848960 +49 5774 55906304 +50 5861 56393728 +51 5923 57044992 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15098635686 +Wall Time (ms): 5988 +CPU Cycles: 7748183989907255 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 32501760 +2 264 34816000 +3 480 35479552 +4 663 35614720 +5 858 36384768 +6 1097 37322752 +7 1289 37171200 +8 1406 37634048 +9 1548 38404096 +10 1658 39256064 +11 1757 39415808 +12 1917 39493632 +13 2066 40431616 +14 2247 40845312 +15 2352 41664512 +16 2474 42020864 +17 2608 42795008 +18 2765 43823104 +19 2914 44163072 +20 3034 44179456 +21 3170 44994560 +22 3287 45015040 +23 3455 45662208 +24 3528 45850624 +25 3674 46428160 +26 3777 47124480 +27 3922 47636480 +28 3991 47357952 +29 4072 47755264 +30 4157 48013312 +31 4249 49012736 +32 4341 49922048 +33 4440 50483200 +34 4543 50401280 +35 4577 50679808 +36 4681 51097600 +37 4746 51593216 +38 4845 51789824 +39 4922 52625408 +40 5018 52940800 +41 5126 53252096 +42 5203 53309440 +43 5297 53358592 +44 5345 54087680 +45 5445 54198272 +46 5546 54239232 +47 5637 55238656 +48 5715 55848960 +49 5774 55906304 +50 5861 56393728 +51 5923 57044992 +Hits Total +2609 2810 +Percent Hit: 92.847% +Fitness +0.998922 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1051 75 1558 126 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9469 0.9987 0 17.666 3.285 15 5 61 6 0.9469 0.9987 0 17.666 3.285 15 5 61 6 +1 0 0.9918 0.9987 0 14.659 3.229 15 5 54 6 0.9693 0.9987 0 16.163 3.257 15 5 61 6 +2 0 0.9943 0.9987 0 13.774 3.226 15 5 30 7 0.9776 0.9987 0 15.366 3.247 15 5 61 6 +3 0 0.993 0.9987 0 13.019 3.19 15 5 50 6 0.9815 0.9987 0 14.779 3.232 15 5 61 6 +4 0 0.993 0.9987 0 12.6 3.268 15 5 35 7 0.9838 0.9987 0 14.344 3.24 15 5 61 6 +5 0 0.9943 0.9987 0 11.713 3.314 15 5 33 9 0.9855 0.9987 0 13.905 3.252 15 5 61 6 +6 0 0.9943 0.9987 0 10.464 3.176 15 5 14 4 0.9868 0.9987 0 13.413 3.241 15 5 61 6 +7 0 0.9968 0.9987 0 10.035 3.135 15 5 16 6 0.988 0.9987 0 12.991 3.228 15 5 61 6 +8 0 0.998 0.9987 0.9947 9.285 2.993 15 5 9 3 0.9891 0.9987 0 12.579 3.202 15 5 61 6 +9 0 0.9968 0.9987 0 8.938 2.926 15 5 59 7 0.9899 0.9987 0 12.215 3.174 15 5 61 6 +10 0 0.9968 0.9987 0 8.97 2.976 15 5 15 6 0.9905 0.9987 0 11.92 3.156 15 5 61 6 +11 0 0.9968 0.9987 0 9.008 3.024 15 5 51 9 0.991 0.9987 0 11.677 3.145 15 5 61 6 +12 0 0.9968 0.9987 0 8.506 2.909 15 5 16 7 0.9915 0.9987 0 11.433 3.127 15 5 61 6 +13 0 0.998 0.9987 0.9975 7.572 2.684 15 5 14 5 0.992 0.9987 0 11.158 3.095 15 5 61 6 +14 0 0.998 0.9987 0.9977 7.707 2.675 15 5 4 2 0.9924 0.9987 0 10.928 3.067 15 5 61 6 +15 0 0.998 0.9987 0.9977 7.793 2.624 15 5 27 10 0.9927 0.9987 0 10.732 3.04 15 5 61 6 +16 0 0.9968 0.9987 0 7.205 2.462 15 5 79 11 0.9929 0.9987 0 10.524 3.006 15 5 61 6 +17 0 0.9968 0.9987 0 6.845 2.384 15 5 12 5 0.9932 0.9987 0 10.32 2.971 15 5 61 6 +18 0 0.9955 0.9987 0 6.954 2.409 15 5 56 12 0.9933 0.9987 0 10.143 2.941 15 5 61 6 +19 0 0.9943 0.9987 0 6.308 2.341 15 5 32 10 0.9933 0.9987 0 9.951 2.911 15 5 61 6 +20 0 0.9943 0.9987 0 5.65 2.141 15 5 15 4 0.9934 0.9987 0 9.746 2.875 15 5 61 6 +21 0 0.998 0.9989 0.9977 5.385 2.019 11 4 4 2 0.9936 0.9989 0 9.548 2.836 11 4 61 6 +22 0 0.998 0.9989 0.9977 5.339 2.061 11 4 4 2 0.9938 0.9989 0 9.365 2.802 11 4 61 6 +23 0 0.9968 0.9989 0 5.409 2.089 11 4 8 4 0.9939 0.9989 0 9.2 2.772 11 4 61 6 +24 0 0.9968 0.9989 0 5.305 2.036 11 4 7 3 0.994 0.9989 0 9.044 2.743 11 4 61 6 +25 0 0.998 0.9989 0.9974 5.03 1.925 11 4 6 2 0.9942 0.9989 0 8.89 2.712 11 4 61 6 +26 0 0.9968 0.9989 0 4.749 1.806 11 4 16 5 0.9943 0.9989 0 8.736 2.678 11 4 61 6 +27 0 0.998 0.9989 0.9974 4.548 1.758 11 4 3 1 0.9944 0.9989 0 8.587 2.645 11 4 61 6 +28 0 0.9955 0.9989 0 4.688 1.835 11 4 12 5 0.9944 0.9989 0 8.452 2.617 11 4 61 6 +29 0 0.998 0.9989 0.9978 4.609 1.844 11 4 3 1 0.9946 0.9989 0 8.324 2.591 11 4 61 6 +30 0 0.998 0.9989 0.998 4.303 1.72 11 4 3 1 0.9947 0.9989 0 8.195 2.563 11 4 61 6 +31 0 0.9968 0.9989 0 4.315 1.731 11 4 12 4 0.9947 0.9989 0 8.073 2.537 11 4 61 6 +32 0 0.998 0.9989 0.9977 4.635 1.843 11 4 4 2 0.9948 0.9989 0 7.969 2.516 11 4 61 6 +33 0 0.998 0.9989 0.9977 4.629 1.845 11 4 5 2 0.9949 0.9989 0 7.871 2.497 11 4 61 6 +34 0 0.998 0.9989 0.9977 4.559 1.791 11 4 4 2 0.995 0.9989 0 7.776 2.476 11 4 61 6 +35 0 0.998 0.9989 0.9977 4.61 1.825 11 4 4 2 0.9951 0.9989 0 7.688 2.458 11 4 61 6 +36 0 0.998 0.9989 0.9979 4.838 1.914 11 4 5 3 0.9952 0.9989 0 7.611 2.444 11 4 61 6 +37 0 0.9955 0.9989 0 4.909 1.965 11 4 9 4 0.9952 0.9989 0 7.54 2.431 11 4 61 6 +38 0 0.998 0.9989 0.9952 4.841 1.931 9 4 20 7 0.9953 0.9989 0 7.471 2.418 9 4 61 6 +39 0 0.998 0.9989 0.998 4.64 1.853 9 4 6 3 0.9953 0.9989 0 7.4 2.404 9 4 61 6 +40 0 0.998 0.9989 0.9976 4.586 1.824 9 4 8 3 0.9954 0.9989 0 7.332 2.39 9 4 61 6 +41 0 0.998 0.9989 0.998 4.374 1.688 9 4 13 5 0.9955 0.9989 0 7.261 2.373 9 4 61 6 +42 0 0.998 0.9989 0.9977 4.441 1.732 9 4 3 1 0.9955 0.9989 0 7.196 2.358 9 4 61 6 +43 0 0.998 0.9989 0.9977 4.136 1.629 9 4 7 2 0.9956 0.9989 0 7.126 2.342 9 4 61 6 +44 0 0.9968 0.9989 0 4.306 1.66 9 4 18 7 0.9956 0.9989 0 7.063 2.326 9 4 61 6 +45 0 0.9968 0.9989 0 4.229 1.649 9 4 18 5 0.9956 0.9989 0 7.002 2.312 9 4 61 6 +46 0 0.998 0.9989 0.9978 4.371 1.716 9 4 11 4 0.9957 0.9989 0 6.946 2.299 9 4 61 6 +47 0 0.9955 0.9989 0 4.378 1.74 9 4 16 7 0.9957 0.9989 0 6.892 2.287 9 4 61 6 +48 0 0.998 0.9989 0.9978 4.303 1.691 9 4 7 2 0.9957 0.9989 0 6.839 2.275 9 4 61 6 +49 0 0.998 0.9989 0.9977 4.407 1.711 9 4 4 2 0.9958 0.9989 0 6.791 2.264 9 4 61 6 +50 0 0.9955 0.9989 0 4.345 1.669 9 4 8 4 0.9958 0.9989 0 6.743 2.252 9 4 61 6 diff --git a/Seminar/10gen/aggregated_best_generations.ods b/Seminar/10gen/aggregated_best_generations.ods new file mode 100644 index 0000000..e4f2072 Binary files /dev/null and b/Seminar/10gen/aggregated_best_generations.ods differ diff --git a/Seminar/10gen/aggregated_best_generations.tsv b/Seminar/10gen/aggregated_best_generations.tsv new file mode 100644 index 0000000..cee131d --- /dev/null +++ b/Seminar/10gen/aggregated_best_generations.tsv @@ -0,0 +1,174 @@ +Run Remaining Subpopulations +Timer Name Value +CPU Time (ns): 162594844790 +Wall Time (ms): 6786 +CPU Cycles: 77481848073527258 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 325877760 +2 292 344248320 +3 510 352194560 +4 730 359194624 +5 928 363827200 +6 1126 370434048 +7 1330 376291328 +8 1507 382648320 +9 1699 388669440 +10 1847 394989568 +11 1994 400330752 +12 2155 405495808 +13 2296 410779648 +14 2442 414707712 +15 2574 420212736 +16 2706 424095744 +17 2846 430182400 +18 2990 435924992 +19 3099 441409536 +20 3219 446042112 +21 3367 453009408 +22 3493 458072064 +23 3603 462594048 +24 3705 465518592 +25 3824 469565440 +26 3944 476340224 +27 4067 480530432 +28 4162 481984512 +29 4262 486719488 +30 4377 489365504 +31 4482 492929024 +32 4576 499208192 +33 4666 504991744 +34 4758 508329984 +35 4853 513859584 +36 4963 519163904 +37 5047 523091968 +38 5139 527659008 +39 5225 532824064 +40 5326 537100288 +41 5413 541671424 +42 5493 544043008 +43 5579 547102720 +44 5652 550420480 +45 5733 556306432 +46 5811 559251456 +47 5884 563855360 +48 5946 568180736 +49 6008 571367424 +50 6069 576737280 +51 6125 579735552 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 16259484479 +Wall Time (ms): 6172 +CPU Cycles: 7748184807352725 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 5 32587776 +2 292 34424832 +3 510 35219456 +4 730 35919462 +5 928 36382720 +6 1126 37043404 +7 1330 37629132 +8 1507 38264832 +9 1699 38866944 +10 1847 39498956 +11 1994 40033075 +12 2155 40549580 +13 2296 41077964 +14 2442 41470771 +15 2574 42021273 +16 2706 42409574 +17 2846 43018240 +18 2990 43592499 +19 3099 44140953 +20 3219 44604211 +21 3367 45300940 +22 3493 45807206 +23 3603 46259404 +24 3705 46551859 +25 3824 46956544 +26 3944 47634022 +27 4067 48053043 +28 4162 48198451 +29 4262 48671948 +30 4377 48936550 +31 4482 49292902 +32 4576 49920819 +33 4666 50499174 +34 4758 50832998 +35 4853 51385958 +36 4963 51916390 +37 5047 52309196 +38 5139 52765900 +39 5225 53282406 +40 5326 53710028 +41 5413 54167142 +42 5493 54404300 +43 5579 54710272 +44 5652 55042048 +45 5733 55630643 +46 5811 55925145 +47 5884 56385536 +48 5946 56818073 +49 6008 57136742 +50 6069 57673728 +51 6125 57973555 +Hits Total +2204 2810 +Percent Hit: 78.4342% +Fitness +0.998755 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +994 125 1210 480 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9586 0.99844 0 17.4592 3.3478 22 4 58 5 0.9586 0.99844 0 17.4592 3.3478 22 4 58 5 +1 0 0.98968 0.99855 0 15.499 3.4215 17 3 44 5 0.97412 0.99855 0 16.479 3.3846 17 3 58 5 +2 0 0.9929 0.99855 0 14.6036 3.4282 17 3 34 6 0.98039 0.99855 0 15.8539 3.3992 17 3 58 5 +3 0 0.99265 0.99855 0 13.6681 3.3867 17 3 39 6 0.98345 0.99855 0 15.3075 3.396 17 3 58 5 +4 0 0.99361 0.99856 0.09979 12.8834 3.366 20 3 34 6 0.98549 0.99856 0 14.8229 3.3899 20 3 58 5 +5 0 0.99428 0.99862 0 12.4768 3.3946 28 4 34 7 0.98695 0.99862 0 14.4316 3.3908 28 4 58 5 +6 0 0.99505 0.99862 0.09932 11.9116 3.3307 28 4 32 7 0.98811 0.99862 0 14.0716 3.3823 28 4 58 5 +7 0 0.99405 0.99863 0 11.5461 3.2918 18 3 30 7 0.98883 0.99863 0 13.7559 3.371 18 3 58 5 +8 0 0.99603 0.99863 0.39878 10.7643 3.2013 18 3 39 7 0.98965 0.99863 0 13.4235 3.3521 18 3 58 5 +9 0 0.9949 0.99864 0.09979 10.2633 3.1152 15 4 40 7 0.99017 0.99864 0 13.1075 3.3285 15 4 58 5 +10 0 0.99566 0.99864 0 9.9683 3.0771 15 4 25 6 0.99069 0.99864 0 12.8222 3.3057 15 4 58 5 +11 0 0.99552 0.99864 0 9.8797 3.0997 15 4 30 7 0.99108 0.99864 0 12.577 3.2884 15 4 58 5 +12 0 0.99638 0.99864 0.19935 9.616 3.0567 15 4 32 8 0.99148 0.99864 0 12.3492 3.2706 15 4 58 5 +13 0 0.99653 0.9987 0.29894 9.1503 2.9734 15 4 27 7 0.99185 0.9987 0 12.1207 3.2493 15 4 58 5 +14 0 0.99676 0.9987 0.49882 8.7517 2.8653 14 3 25 5 0.99218 0.9987 0 11.8962 3.2238 14 3 58 5 +15 0 0.99727 0.9987 0.49852 8.3046 2.7623 14 3 27 6 0.99248 0.9987 0 11.6718 3.1949 14 3 58 5 +16 0 0.99714 0.9987 0.49868 7.989 2.6609 14 3 25 6 0.99277 0.9987 0 11.4549 3.1636 14 3 58 5 +17 0 0.99691 0.9987 0.29937 7.6464 2.5837 13 3 31 7 0.99299 0.9987 0 11.2436 3.1312 13 3 58 5 +18 0 0.99665 0.9987 0.29917 7.4251 2.5427 13 3 24 6 0.99318 0.9987 0 11.0426 3.1003 13 3 58 5 +19 0 0.99666 0.9987 0.29933 7.0693 2.4685 18 4 20 5 0.99336 0.9987 0 10.8438 3.0687 18 4 58 5 +20 0 0.99666 0.9987 0.39903 6.883 2.4389 18 4 18 5 0.99352 0.9987 0 10.6551 3.0387 18 4 58 5 +21 0 0.99753 0.99872 0.69819 6.7148 2.3917 17 4 19 5 0.9937 0.99872 0 10.4761 3.0094 17 4 58 5 +22 0 0.99689 0.99872 0.49887 6.5701 2.3476 17 4 13 4 0.99385 0.99872 0 10.3063 2.9804 17 4 58 5 +23 0 0.9969 0.99872 0.39902 6.419 2.3315 17 4 18 5 0.99394 0.99872 0 10.1443 2.9534 17 4 58 5 +24 0 0.99728 0.99872 0.39893 6.386 2.3402 17 4 13 4 0.99412 0.99872 0 9.9939 2.9289 17 4 58 5 +25 0 0.99739 0.99872 0.59836 6.2473 2.295 15 4 12 4 0.99422 0.99872 0 9.85 2.9046 15 4 58 5 +26 0 0.99764 0.99872 0.79763 6.0652 2.2278 15 4 24 6 0.99436 0.99872 0 9.7095 2.8795 15 4 58 5 +27 0 0.99741 0.99872 0.59848 5.7791 2.1682 15 4 14 4 0.99447 0.99872 0 9.5693 2.8541 15 4 58 5 +28 0 0.99752 0.99872 0.79817 5.6809 2.1348 15 4 11 4 0.99457 0.99872 0 9.4351 2.8292 15 4 58 5 +29 0 0.99727 0.99872 0.49875 5.5199 2.0833 15 4 12 5 0.99467 0.99872 0 9.3046 2.8044 15 4 58 5 +30 0 0.99715 0.99872 0.59873 5.4534 2.0567 15 4 10 3 0.99475 0.99872 0 9.1804 2.7803 15 4 58 5 +31 0 0.99727 0.99873 0.49841 5.3903 2.0219 16 4 12 4 0.99481 0.99873 0 9.0619 2.7567 16 4 58 5 +32 0 0.99787 0.99873 0.89739 5.3307 1.9969 16 4 11 3 0.9949 0.99873 0 8.949 2.7334 16 4 58 5 +33 0 0.99764 0.99873 0.69804 5.3059 1.9772 16 4 14 3 0.99499 0.99873 0 8.8418 2.7113 16 4 58 5 +34 0 0.99751 0.99873 0.79755 5.2424 1.9621 16 4 15 4 0.99507 0.99873 0 8.7389 2.69 16 4 58 5 +35 0 0.99689 0.99873 0.29934 5.2651 1.9783 16 4 13 4 0.99511 0.99873 0 8.6425 2.6703 16 4 58 5 +36 0 0.99763 0.99873 0.69787 5.2188 1.9628 16 4 13 4 0.99521 0.99873 0 8.5498 2.6511 16 4 58 5 +37 0 0.99727 0.99873 0.59802 5.2334 1.9706 16 4 16 4 0.99523 0.99873 0 8.4627 2.6333 16 4 58 5 +38 0 0.99752 0.99873 0.59785 5.2476 1.9651 16 4 19 5 0.99531 0.99873 0 8.3803 2.616 16 4 58 5 +39 0 0.99788 0.99873 0.89759 5.0853 1.9181 15 4 15 4 0.99535 0.99873 0 8.298 2.5986 15 4 58 5 +40 0 0.99753 0.99873 0.59858 5.1001 1.9119 15 4 14 4 0.99543 0.99873 0 8.2199 2.5817 15 4 58 5 +41 0 0.99777 0.99873 0.79794 4.9382 1.868 15 4 13 3 0.99548 0.99873 0 8.1417 2.5649 15 4 58 5 +42 0 0.99789 0.99873 0.89774 4.9381 1.8817 15 4 11 3 0.99554 0.99873 0 8.0673 2.5489 15 4 58 5 +43 0 0.99778 0.99873 0.79806 4.8333 1.863 15 4 6 2 0.99558 0.99873 0 7.9937 2.5334 15 4 58 5 +44 0 0.99717 0.99873 0.49856 4.9118 1.8707 15 4 18 4 0.99562 0.99873 0 7.9252 2.5186 15 4 58 5 +45 0 0.99765 0.99873 0.79799 4.8163 1.8415 15 4 15 3 0.99566 0.99873 0 7.8578 2.5038 15 4 58 5 +46 0 0.99789 0.99875 0.89748 4.8337 1.86 15 4 14 4 0.99572 0.99875 0 7.7934 2.4902 15 4 58 5 +47 0 0.99739 0.99875 0.5983 4.8045 1.8562 15 4 7 3 0.99574 0.99875 0 7.7311 2.4769 15 4 58 5 +48 0 0.99728 0.99875 0.39869 4.7681 1.8294 15 4 9 3 0.99578 0.99875 0 7.6704 2.4637 15 4 58 5 +49 0 0.99753 0.99875 0.59826 4.7732 1.8391 15 4 17 4 0.99582 0.99875 0 7.6127 2.4512 15 4 58 5 +50 0 0.99739 0.99875 0.69852 4.7961 1.8418 15 4 8 3 0.99585 0.99875 0 7.5575 2.4393 15 4 58 5 diff --git a/Seminar/10gen/aggregated_best_hits.tsv b/Seminar/10gen/aggregated_best_hits.tsv new file mode 100644 index 0000000..9d034a2 --- /dev/null +++ b/Seminar/10gen/aggregated_best_hits.tsv @@ -0,0 +1,174 @@ +Run Remaining Subpopulations +Timer Name Value +CPU Time (ns): 15098635686 +Wall Time (ms): 6786 +CPU Cycles: 7748183989907255 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 32501760 +2 264 34816000 +3 480 35479552 +4 663 35614720 +5 858 36384768 +6 1097 37322752 +7 1289 37171200 +8 1406 37634048 +9 1548 38404096 +10 1658 39256064 +11 1757 39415808 +12 1917 39493632 +13 2066 40431616 +14 2247 40845312 +15 2352 41664512 +16 2474 42020864 +17 2608 42795008 +18 2765 43823104 +19 2914 44163072 +20 3034 44179456 +21 3170 44994560 +22 3287 45015040 +23 3455 45662208 +24 3528 45850624 +25 3674 46428160 +26 3777 47124480 +27 3922 47636480 +28 3991 47357952 +29 4072 47755264 +30 4157 48013312 +31 4249 49012736 +32 4341 49922048 +33 4440 50483200 +34 4543 50401280 +35 4577 50679808 +36 4681 51097600 +37 4746 51593216 +38 4845 51789824 +39 4922 52625408 +40 5018 52940800 +41 5126 53252096 +42 5203 53309440 +43 5297 53358592 +44 5345 54087680 +45 5445 54198272 +46 5546 54239232 +47 5637 55238656 +48 5715 55848960 +49 5774 55906304 +50 5861 56393728 +51 5923 57044992 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 15098635686 +Wall Time (ms): 5988 +CPU Cycles: 7748183989907255 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 32501760 +2 264 34816000 +3 480 35479552 +4 663 35614720 +5 858 36384768 +6 1097 37322752 +7 1289 37171200 +8 1406 37634048 +9 1548 38404096 +10 1658 39256064 +11 1757 39415808 +12 1917 39493632 +13 2066 40431616 +14 2247 40845312 +15 2352 41664512 +16 2474 42020864 +17 2608 42795008 +18 2765 43823104 +19 2914 44163072 +20 3034 44179456 +21 3170 44994560 +22 3287 45015040 +23 3455 45662208 +24 3528 45850624 +25 3674 46428160 +26 3777 47124480 +27 3922 47636480 +28 3991 47357952 +29 4072 47755264 +30 4157 48013312 +31 4249 49012736 +32 4341 49922048 +33 4440 50483200 +34 4543 50401280 +35 4577 50679808 +36 4681 51097600 +37 4746 51593216 +38 4845 51789824 +39 4922 52625408 +40 5018 52940800 +41 5126 53252096 +42 5203 53309440 +43 5297 53358592 +44 5345 54087680 +45 5445 54198272 +46 5546 54239232 +47 5637 55238656 +48 5715 55848960 +49 5774 55906304 +50 5861 56393728 +51 5923 57044992 +Hits Total +2609 2810 +Percent Hit: 92.847% +Fitness +0.998922 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1051 75 1558 126 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9469 0.9987 0 17.666 3.285 15 5 61 6 0.9469 0.9987 0 17.666 3.285 15 5 61 6 +1 0 0.9918 0.9987 0 14.659 3.229 15 5 54 6 0.9693 0.9987 0 16.163 3.257 15 5 61 6 +2 0 0.9943 0.9987 0 13.774 3.226 15 5 30 7 0.9776 0.9987 0 15.366 3.247 15 5 61 6 +3 0 0.993 0.9987 0 13.019 3.19 15 5 50 6 0.9815 0.9987 0 14.779 3.232 15 5 61 6 +4 0 0.993 0.9987 0 12.6 3.268 15 5 35 7 0.9838 0.9987 0 14.344 3.24 15 5 61 6 +5 0 0.9943 0.9987 0 11.713 3.314 15 5 33 9 0.9855 0.9987 0 13.905 3.252 15 5 61 6 +6 0 0.9943 0.9987 0 10.464 3.176 15 5 14 4 0.9868 0.9987 0 13.413 3.241 15 5 61 6 +7 0 0.9968 0.9987 0 10.035 3.135 15 5 16 6 0.988 0.9987 0 12.991 3.228 15 5 61 6 +8 0 0.998 0.9987 0.9947 9.285 2.993 15 5 9 3 0.9891 0.9987 0 12.579 3.202 15 5 61 6 +9 0 0.9968 0.9987 0 8.938 2.926 15 5 59 7 0.9899 0.9987 0 12.215 3.174 15 5 61 6 +10 0 0.9968 0.9987 0 8.97 2.976 15 5 15 6 0.9905 0.9987 0 11.92 3.156 15 5 61 6 +11 0 0.9968 0.9987 0 9.008 3.024 15 5 51 9 0.991 0.9987 0 11.677 3.145 15 5 61 6 +12 0 0.9968 0.9987 0 8.506 2.909 15 5 16 7 0.9915 0.9987 0 11.433 3.127 15 5 61 6 +13 0 0.998 0.9987 0.9975 7.572 2.684 15 5 14 5 0.992 0.9987 0 11.158 3.095 15 5 61 6 +14 0 0.998 0.9987 0.9977 7.707 2.675 15 5 4 2 0.9924 0.9987 0 10.928 3.067 15 5 61 6 +15 0 0.998 0.9987 0.9977 7.793 2.624 15 5 27 10 0.9927 0.9987 0 10.732 3.04 15 5 61 6 +16 0 0.9968 0.9987 0 7.205 2.462 15 5 79 11 0.9929 0.9987 0 10.524 3.006 15 5 61 6 +17 0 0.9968 0.9987 0 6.845 2.384 15 5 12 5 0.9932 0.9987 0 10.32 2.971 15 5 61 6 +18 0 0.9955 0.9987 0 6.954 2.409 15 5 56 12 0.9933 0.9987 0 10.143 2.941 15 5 61 6 +19 0 0.9943 0.9987 0 6.308 2.341 15 5 32 10 0.9933 0.9987 0 9.951 2.911 15 5 61 6 +20 0 0.9943 0.9987 0 5.65 2.141 15 5 15 4 0.9934 0.9987 0 9.746 2.875 15 5 61 6 +21 0 0.998 0.9989 0.9977 5.385 2.019 11 4 4 2 0.9936 0.9989 0 9.548 2.836 11 4 61 6 +22 0 0.998 0.9989 0.9977 5.339 2.061 11 4 4 2 0.9938 0.9989 0 9.365 2.802 11 4 61 6 +23 0 0.9968 0.9989 0 5.409 2.089 11 4 8 4 0.9939 0.9989 0 9.2 2.772 11 4 61 6 +24 0 0.9968 0.9989 0 5.305 2.036 11 4 7 3 0.994 0.9989 0 9.044 2.743 11 4 61 6 +25 0 0.998 0.9989 0.9974 5.03 1.925 11 4 6 2 0.9942 0.9989 0 8.89 2.712 11 4 61 6 +26 0 0.9968 0.9989 0 4.749 1.806 11 4 16 5 0.9943 0.9989 0 8.736 2.678 11 4 61 6 +27 0 0.998 0.9989 0.9974 4.548 1.758 11 4 3 1 0.9944 0.9989 0 8.587 2.645 11 4 61 6 +28 0 0.9955 0.9989 0 4.688 1.835 11 4 12 5 0.9944 0.9989 0 8.452 2.617 11 4 61 6 +29 0 0.998 0.9989 0.9978 4.609 1.844 11 4 3 1 0.9946 0.9989 0 8.324 2.591 11 4 61 6 +30 0 0.998 0.9989 0.998 4.303 1.72 11 4 3 1 0.9947 0.9989 0 8.195 2.563 11 4 61 6 +31 0 0.9968 0.9989 0 4.315 1.731 11 4 12 4 0.9947 0.9989 0 8.073 2.537 11 4 61 6 +32 0 0.998 0.9989 0.9977 4.635 1.843 11 4 4 2 0.9948 0.9989 0 7.969 2.516 11 4 61 6 +33 0 0.998 0.9989 0.9977 4.629 1.845 11 4 5 2 0.9949 0.9989 0 7.871 2.497 11 4 61 6 +34 0 0.998 0.9989 0.9977 4.559 1.791 11 4 4 2 0.995 0.9989 0 7.776 2.476 11 4 61 6 +35 0 0.998 0.9989 0.9977 4.61 1.825 11 4 4 2 0.9951 0.9989 0 7.688 2.458 11 4 61 6 +36 0 0.998 0.9989 0.9979 4.838 1.914 11 4 5 3 0.9952 0.9989 0 7.611 2.444 11 4 61 6 +37 0 0.9955 0.9989 0 4.909 1.965 11 4 9 4 0.9952 0.9989 0 7.54 2.431 11 4 61 6 +38 0 0.998 0.9989 0.9952 4.841 1.931 9 4 20 7 0.9953 0.9989 0 7.471 2.418 9 4 61 6 +39 0 0.998 0.9989 0.998 4.64 1.853 9 4 6 3 0.9953 0.9989 0 7.4 2.404 9 4 61 6 +40 0 0.998 0.9989 0.9976 4.586 1.824 9 4 8 3 0.9954 0.9989 0 7.332 2.39 9 4 61 6 +41 0 0.998 0.9989 0.998 4.374 1.688 9 4 13 5 0.9955 0.9989 0 7.261 2.373 9 4 61 6 +42 0 0.998 0.9989 0.9977 4.441 1.732 9 4 3 1 0.9955 0.9989 0 7.196 2.358 9 4 61 6 +43 0 0.998 0.9989 0.9977 4.136 1.629 9 4 7 2 0.9956 0.9989 0 7.126 2.342 9 4 61 6 +44 0 0.9968 0.9989 0 4.306 1.66 9 4 18 7 0.9956 0.9989 0 7.063 2.326 9 4 61 6 +45 0 0.9968 0.9989 0 4.229 1.649 9 4 18 5 0.9956 0.9989 0 7.002 2.312 9 4 61 6 +46 0 0.998 0.9989 0.9978 4.371 1.716 9 4 11 4 0.9957 0.9989 0 6.946 2.299 9 4 61 6 +47 0 0.9955 0.9989 0 4.378 1.74 9 4 16 7 0.9957 0.9989 0 6.892 2.287 9 4 61 6 +48 0 0.998 0.9989 0.9978 4.303 1.691 9 4 7 2 0.9957 0.9989 0 6.839 2.275 9 4 61 6 +49 0 0.998 0.9989 0.9977 4.407 1.711 9 4 4 2 0.9958 0.9989 0 6.791 2.264 9 4 61 6 +50 0 0.9955 0.9989 0 4.345 1.669 9 4 8 4 0.9958 0.9989 0 6.743 2.252 9 4 61 6 diff --git a/Seminar/10gen/pyramid memory.ods b/Seminar/10gen/pyramid memory.ods new file mode 100644 index 0000000..cc594fe Binary files /dev/null and b/Seminar/10gen/pyramid memory.ods differ diff --git a/Seminar/10gen/pyramid variant.ods b/Seminar/10gen/pyramid variant.ods new file mode 100644 index 0000000..5b300eb Binary files /dev/null and b/Seminar/10gen/pyramid variant.ods differ diff --git a/Seminar/5gen/normal 10/aggregated_all.tsv b/Seminar/5gen/normal 10/aggregated_all.tsv new file mode 100644 index 0000000..a10f509 --- /dev/null +++ b/Seminar/5gen/normal 10/aggregated_all.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 54895988450 +Wall Time (ms): 2285 +CPU Cycles: 77085392875637689 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 303546368 +2 93 316915712 +3 175 324517888 +4 258 331071488 +5 332 336551936 +6 397 341532672 +7 471 347037696 +8 533 352280576 +9 601 358572032 +10 655 363028480 +11 714 368492544 +12 764 375570432 +13 815 379219968 +14 866 383660032 +15 919 388603904 +16 967 393060352 +17 1011 399003648 +18 1053 402395136 +19 1096 407900160 +20 1134 413405184 +21 1172 418648064 +22 1211 423096320 +23 1252 426766336 +24 1290 430641152 +25 1325 434204672 +26 1358 439709696 +27 1395 443117568 +28 1430 447836160 +29 1467 452292608 +30 1501 455688192 +31 1533 459096064 +32 1568 462462976 +33 1597 466395136 +34 1626 470851584 +35 1657 472899584 +36 1690 477356032 +37 1720 481288192 +38 1755 486268928 +39 1792 490696704 +40 1823 493797376 +41 1861 498511872 +42 1893 502697984 +43 1923 505810944 +44 1953 510001152 +45 1988 515506176 +46 2020 518840320 +47 2053 523030528 +48 2085 526958592 +49 2113 531415040 +50 2139 535597056 +51 2164 540303360 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 5489598845 +Wall Time (ms): 2187 +CPU Cycles: 7708539287563768 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 30354636 +2 93 31691571 +3 175 32451788 +4 258 33107148 +5 332 33655193 +6 397 34153267 +7 471 34703769 +8 533 35228057 +9 601 35857203 +10 655 36302848 +11 714 36849254 +12 764 37557043 +13 815 37921996 +14 866 38366003 +15 919 38860390 +16 967 39306035 +17 1011 39900364 +18 1053 40239513 +19 1096 40790016 +20 1134 41340518 +21 1172 41864806 +22 1211 42309632 +23 1252 42676633 +24 1290 43064115 +25 1325 43420467 +26 1358 43970969 +27 1395 44311756 +28 1430 44783616 +29 1467 45229260 +30 1501 45568819 +31 1533 45909606 +32 1568 46246297 +33 1597 46639513 +34 1626 47085158 +35 1657 47289958 +36 1690 47735603 +37 1720 48128819 +38 1755 48626892 +39 1792 49069670 +40 1823 49379737 +41 1861 49851187 +42 1893 50269798 +43 1923 50581094 +44 1953 51000115 +45 1988 51550617 +46 2020 51884032 +47 2053 52303052 +48 2085 52695859 +49 2113 53141504 +50 2139 53559705 +51 2164 54030336 +Hits Total +2175 2810 +Percent Hit: 77.4021% +Fitness +0.99874 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +966 160 1209 474 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.95676 0.99835 0 17.9119 3.3583 30 4 41 5 0.95676 0.99835 0 17.9119 3.3583 30 4 41 5 +1 0 0.99038 0.99844 0 16.3198 3.456 16 4 40 6 0.97356 0.99844 0 17.1159 3.4072 16 4 41 5 +2 0 0.99221 0.99845 0 15.6954 3.5213 16 4 43 7 0.97978 0.99845 0 16.6423 3.4452 16 4 41 5 +3 0 0.99386 0.99858 0.09892 15.1604 3.5927 17 4 35 6 0.98329 0.99858 0 16.2717 3.4821 17 4 41 5 +4 0 0.99345 0.99858 0 14.4078 3.5815 17 4 30 6 0.98532 0.99858 0 15.899 3.5022 17 4 41 5 +5 0 0.9935 0.99859 0.19959 13.7893 3.5442 15 4 37 6 0.98669 0.99859 0 15.5474 3.5092 15 4 41 5 +6 0 0.99398 0.99861 0 12.969 3.484 18 5 48 8 0.98774 0.99861 0 15.179 3.5055 18 5 41 5 +7 0 0.99423 0.99861 0 12.4479 3.4384 18 5 47 8 0.98856 0.99861 0 14.8376 3.497 18 5 41 5 +8 0 0.99573 0.99863 0 11.5632 3.36 17 5 37 6 0.98936 0.99863 0 14.4738 3.4818 17 5 41 5 +9 0 0.99586 0.99865 0.29911 11.0296 3.2845 18 5 27 6 0.99 0.99865 0 14.1294 3.4621 18 5 41 5 +10 0 0.9951 0.99866 0.19955 10.2271 3.151 18 5 18 5 0.99046 0.99866 0 13.7747 3.4338 18 5 41 5 +11 0 0.99463 0.99866 0.09973 9.7735 3.0796 18 5 25 6 0.9908 0.99866 0 13.4411 3.4043 18 5 41 5 +12 0 0.99602 0.99866 0.29931 9.4609 3.0354 18 5 18 6 0.99121 0.99866 0 13.1351 3.3759 18 5 41 5 +13 0 0.99649 0.99866 0.29914 9.1527 3.0071 17 5 32 7 0.99159 0.99866 0 12.8507 3.3496 17 5 41 5 +14 0 0.99688 0.99867 0.59843 8.6258 2.9135 19 5 21 5 0.99196 0.99867 0 12.5691 3.3206 19 5 41 5 +15 0 0.99601 0.99867 0 8.1141 2.7903 19 5 22 6 0.9922 0.99867 0 12.2906 3.2872 19 5 41 5 +16 0 0.9965 0.99867 0.19913 7.7619 2.7242 19 5 33 7 0.99245 0.99867 0 12.0241 3.2542 19 5 41 5 +17 0 0.99651 0.99867 0.29935 7.4957 2.6524 19 5 19 6 0.99267 0.99867 0 11.7726 3.2208 19 5 41 5 +18 0 0.99763 0.99867 0.69801 7.1268 2.5872 19 5 11 4 0.99293 0.99867 0 11.5281 3.1875 19 5 41 5 +19 0 0.99687 0.99868 0.39912 7.0895 2.583 19 5 13 5 0.99313 0.99868 0 11.3062 3.1571 19 5 41 5 +20 0 0.99677 0.99868 0.39917 6.8701 2.5281 19 5 17 4 0.99332 0.99868 0 11.0949 3.1273 19 5 41 5 +21 0 0.9971 0.99869 0.29926 6.5881 2.4482 19 5 19 6 0.99349 0.99869 0 10.8901 3.0964 19 5 41 5 +22 0 0.99701 0.99869 0.49883 6.4995 2.4285 19 5 15 6 0.99363 0.99869 0 10.6991 3.0673 19 5 41 5 +23 0 0.99688 0.99869 0.49874 6.2735 2.362 19 5 20 5 0.99376 0.99869 0 10.5147 3.0381 19 5 41 5 +24 0 0.99701 0.9987 0.39905 6.1279 2.31 19 5 11 5 0.99389 0.9987 0 10.3392 3.0089 19 5 41 5 +25 0 0.99751 0.9987 0.69799 5.9248 2.2327 19 5 12 4 0.99405 0.9987 0 10.1696 2.979 19 5 41 5 +26 0 0.99701 0.99871 0.49834 5.7311 2.1771 18 5 11 4 0.99415 0.99871 0 10.0051 2.9493 18 5 41 5 +27 0 0.99776 0.99871 0.79792 5.5897 2.1361 18 5 11 4 0.99427 0.99871 0 9.8475 2.9202 18 5 41 5 +28 0 0.9974 0.99871 0.59831 5.5248 2.1108 18 5 15 5 0.99438 0.99871 0 9.6985 2.8924 18 5 41 5 +29 0 0.99712 0.99871 0.49897 5.3903 2.0542 18 5 17 5 0.99448 0.99871 0 9.5549 2.8645 18 5 41 5 +30 0 0.99751 0.99871 0.69263 5.2363 2.001 18 5 10 4 0.99456 0.99871 0 9.4155 2.8365 18 5 41 5 +31 0 0.99752 0.99871 0.59863 5.0652 1.9407 18 5 12 4 0.99467 0.99871 0 9.2794 2.8086 18 5 41 5 +32 0 0.9975 0.99871 0.69779 4.9269 1.8859 18 5 15 4 0.99476 0.99871 0 9.1476 2.7806 18 5 41 5 +33 0 0.99738 0.99871 0.49851 4.8681 1.8729 18 5 11 4 0.99484 0.99871 0 9.0216 2.7539 18 5 41 5 +34 0 0.99753 0.99871 0.59859 4.841 1.8616 18 5 10 3 0.9949 0.99871 0 8.9024 2.7284 18 5 41 5 +35 0 0.9975 0.99871 0.69804 4.84 1.8707 18 5 12 4 0.99497 0.99871 0 8.7895 2.7047 18 5 41 5 +36 0 0.99727 0.99871 0.49841 4.9728 1.9181 18 5 17 5 0.99504 0.99871 0 8.6862 2.6832 18 5 41 5 +37 0 0.99725 0.99871 0.59838 5.003 1.9241 18 5 10 4 0.9951 0.99871 0 8.5895 2.6634 18 5 41 5 +38 0 0.99726 0.99871 0.69807 4.9737 1.895 18 5 11 3 0.99517 0.99871 0 8.4967 2.6437 18 5 41 5 +39 0 0.99751 0.99872 0.69797 4.9214 1.8721 15 4 13 4 0.9952 0.99872 0 8.4074 2.6245 15 4 41 5 +40 0 0.99762 0.99872 0.79738 4.8579 1.8547 15 5 11 4 0.99527 0.99872 0 8.3206 2.6057 15 5 41 5 +41 0 0.99739 0.99872 0.49833 4.692 1.7973 15 5 12 3 0.99532 0.99872 0 8.2343 2.5864 15 5 41 5 +42 0 0.99725 0.99872 0.4989 4.593 1.7774 14 4 10 4 0.99537 0.99872 0 8.1496 2.5675 14 4 41 5 +43 0 0.9975 0.99872 0.69836 4.5192 1.7471 14 4 11 3 0.99542 0.99872 0 8.0671 2.5488 14 4 41 5 +44 0 0.99738 0.99872 0.69847 4.6327 1.7901 14 4 10 4 0.99545 0.99872 0 7.9908 2.5322 14 4 41 5 +45 0 0.998 0.99872 0.9975 4.6786 1.8119 14 4 8 3 0.99552 0.99872 0 7.9188 2.5166 14 4 41 5 +46 0 0.99737 0.99872 0.49894 4.6534 1.7926 14 4 9 3 0.99555 0.99872 0 7.8493 2.501 14 4 41 5 +47 0 0.99736 0.99872 0.59843 4.6557 1.7787 14 4 10 4 0.9956 0.99872 0 7.7827 2.486 14 4 41 5 +48 0 0.99787 0.99872 0.89727 4.6932 1.7965 14 4 9 3 0.99564 0.99872 0 7.7197 2.472 14 4 41 5 +49 0 0.99738 0.99872 0.49864 4.7689 1.8362 14 4 7 2 0.99566 0.99872 0 7.6607 2.4593 14 4 41 5 +50 0 0.99776 0.99872 0.79809 4.6998 1.8041 14 4 9 3 0.99572 0.99872 0 7.6024 2.4463 14 4 41 5 diff --git a/Seminar/5gen/normal 10/aggregated_best_fitness.tsv b/Seminar/5gen/normal 10/aggregated_best_fitness.tsv new file mode 100644 index 0000000..ab76dc7 --- /dev/null +++ b/Seminar/5gen/normal 10/aggregated_best_fitness.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 5484758774 +Wall Time (ms): 2285 +CPU Cycles: 7708539265260854 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 22 30244864 +2 99 31293440 +3 154 31817728 +4 218 32342016 +5 265 33128448 +6 346 33652736 +7 426 33914880 +8 494 34439168 +9 562 34963456 +10 632 34963456 +11 701 35487744 +12 758 36536320 +13 800 37060608 +14 840 37318656 +15 905 37842944 +16 956 38105088 +17 994 38891520 +18 1013 39415808 +19 1048 39940096 +20 1086 40988672 +21 1136 41250816 +22 1183 41775104 +23 1234 42037248 +24 1291 42299392 +25 1325 42823680 +26 1365 43085824 +27 1401 43610112 +28 1428 44134400 +29 1464 44396544 +30 1502 44920832 +31 1532 45182976 +32 1569 44892160 +33 1621 45416448 +34 1649 46465024 +35 1667 46415872 +36 1698 46940160 +37 1731 46940160 +38 1768 47464448 +39 1807 47988736 +40 1837 48513024 +41 1859 48771072 +42 1876 49295360 +43 1894 49557504 +44 1920 50077696 +45 1966 50601984 +46 2006 50601984 +47 2041 51388416 +48 2074 51912704 +49 2104 52436992 +50 2125 52961280 +51 2152 53223424 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 5484758774 +Wall Time (ms): 2178 +CPU Cycles: 7708539265260854 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 22 30244864 +2 99 31293440 +3 154 31817728 +4 218 32342016 +5 265 33128448 +6 346 33652736 +7 426 33914880 +8 494 34439168 +9 562 34963456 +10 632 34963456 +11 701 35487744 +12 758 36536320 +13 800 37060608 +14 840 37318656 +15 905 37842944 +16 956 38105088 +17 994 38891520 +18 1013 39415808 +19 1048 39940096 +20 1086 40988672 +21 1136 41250816 +22 1183 41775104 +23 1234 42037248 +24 1291 42299392 +25 1325 42823680 +26 1365 43085824 +27 1401 43610112 +28 1428 44134400 +29 1464 44396544 +30 1502 44920832 +31 1532 45182976 +32 1569 44892160 +33 1621 45416448 +34 1649 46465024 +35 1667 46415872 +36 1698 46940160 +37 1731 46940160 +38 1768 47464448 +39 1807 47988736 +40 1837 48513024 +41 1859 48771072 +42 1876 49295360 +43 1894 49557504 +44 1920 50077696 +45 1966 50601984 +46 2006 50601984 +47 2041 51388416 +48 2074 51912704 +49 2104 52436992 +50 2125 52961280 +51 2152 53223424 +Hits Total +2350 2810 +Percent Hit: 83.6299% +Fitness +0.998843 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1110 31 1240 429 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9531 0.9984 0 17.566 3.296 5 2 17 5 0.9531 0.9984 0 17.566 3.296 5 2 17 5 +1 0 0.9855 0.9984 0 15.229 3.341 5 2 29 5 0.9693 0.9984 0 16.398 3.319 5 2 17 5 +2 0 0.9942 0.9984 0 13.774 3.368 5 2 12 6 0.9776 0.9984 0 15.523 3.335 5 2 17 5 +3 0 0.9917 0.9988 0 13.553 3.368 14 5 27 7 0.9811 0.9988 0 15.03 3.343 14 5 17 5 +4 0 0.9913 0.9988 0 13.009 3.326 14 5 24 5 0.9832 0.9988 0 14.626 3.34 14 5 17 5 +5 0 0.9967 0.9988 0 13.529 3.542 14 5 32 8 0.9854 0.9988 0 14.443 3.374 14 5 17 5 +6 0 0.9942 0.9988 0 13.081 3.534 14 5 49 9 0.9867 0.9988 0 14.249 3.396 14 5 17 5 +7 0 0.993 0.9988 0 12.223 3.45 14 5 69 14 0.9875 0.9988 0 13.995 3.403 14 5 17 5 +8 0 0.993 0.9988 0 12.151 3.501 14 5 29 5 0.9881 0.9988 0 13.79 3.414 14 5 17 5 +9 0 0.993 0.9988 0 11.751 3.458 14 5 17 6 0.9886 0.9988 0 13.586 3.418 14 5 17 5 +10 0 0.9917 0.9988 0 10.932 3.308 14 5 10 4 0.9889 0.9988 0 13.345 3.408 14 5 17 5 +11 0 0.9942 0.9988 0 10.992 3.3 14 5 21 5 0.9893 0.9988 0 13.149 3.399 14 5 17 5 +12 0 0.9967 0.9988 0 10.188 3.194 14 5 24 10 0.9899 0.9988 0 12.921 3.383 14 5 17 5 +13 0 0.9941 0.9988 0 10.242 3.23 14 5 37 6 0.9902 0.9988 0 12.73 3.373 14 5 17 5 +14 0 0.9942 0.9988 0 9.034 2.925 14 5 22 7 0.9905 0.9988 0 12.484 3.343 14 5 17 5 +15 0 0.9954 0.9988 0 8.039 2.692 14 5 13 5 0.9908 0.9988 0 12.206 3.302 14 5 17 5 +16 0 0.9954 0.9988 0 7.695 2.569 14 5 65 11 0.991 0.9988 0 11.94 3.259 14 5 17 5 +17 0 0.9955 0.9988 0 7.633 2.555 14 5 10 5 0.9913 0.9988 0 11.701 3.22 14 5 17 5 +18 0 0.998 0.9988 0.9975 7.282 2.534 14 5 3 1 0.9916 0.9988 0 11.469 3.184 14 5 17 5 +19 0 0.9967 0.9988 0 7.311 2.572 14 5 26 7 0.9919 0.9988 0 11.261 3.153 14 5 17 5 +20 0 0.9955 0.9988 0 7.475 2.618 14 5 57 10 0.9921 0.9988 0 11.08 3.128 14 5 17 5 +21 0 0.9967 0.9988 0 7.451 2.636 14 5 8 4 0.9923 0.9988 0 10.915 3.105 14 5 17 5 +22 0 0.9967 0.9988 0 7.489 2.69 14 5 29 9 0.9925 0.9988 0 10.766 3.087 14 5 17 5 +23 0 0.9967 0.9988 0 6.848 2.507 14 5 70 11 0.9926 0.9988 0 10.603 3.063 14 5 17 5 +24 0 0.9954 0.9988 0 6.098 2.308 14 5 13 6 0.9928 0.9988 0 10.423 3.033 14 5 17 5 +25 0 0.998 0.9988 0.998 5.759 2.155 14 5 1 0 0.993 0.9988 0 10.244 2.999 14 5 17 5 +26 0 0.998 0.9988 0.9959 5.39 2.086 14 5 10 4 0.9931 0.9988 0 10.064 2.965 14 5 17 5 +27 0 0.998 0.9988 0.998 5.159 2.001 14 5 8 3 0.9933 0.9988 0 9.889 2.931 14 5 17 5 +28 0 0.998 0.9988 0.9979 4.965 1.939 14 5 10 5 0.9935 0.9988 0 9.719 2.897 14 5 17 5 +29 0 0.9967 0.9988 0 4.982 1.952 14 5 6 3 0.9936 0.9988 0 9.561 2.865 14 5 17 5 +30 0 0.998 0.9988 0.9979 4.8 1.894 14 5 19 5 0.9937 0.9988 0 9.407 2.834 14 5 17 5 +31 0 0.998 0.9988 0.998 4.674 1.812 14 5 3 1 0.9939 0.9988 0 9.259 2.802 14 5 17 5 +32 0 0.998 0.9988 0.998 4.625 1.782 14 5 1 0 0.994 0.9988 0 9.119 2.771 14 5 17 5 +33 0 0.9967 0.9988 0 4.457 1.696 14 5 6 3 0.9941 0.9988 0 8.982 2.739 14 5 17 5 +34 0 0.9967 0.9988 0 4.661 1.825 14 5 9 4 0.9941 0.9988 0 8.858 2.713 14 5 17 5 +35 0 0.998 0.9988 0.9977 4.621 1.801 14 5 4 2 0.9942 0.9988 0 8.741 2.688 14 5 17 5 +36 0 0.998 0.9988 0.9977 4.878 1.879 14 5 26 6 0.9943 0.9988 0 8.636 2.666 14 5 17 5 +37 0 0.9967 0.9988 0 5.003 1.938 14 5 17 8 0.9944 0.9988 0 8.541 2.647 14 5 17 5 +38 0 0.9955 0.9988 0 4.944 1.904 14 5 10 4 0.9944 0.9988 0 8.448 2.628 14 5 17 5 +39 0 0.998 0.9988 0.9943 4.654 1.78 14 5 18 6 0.9945 0.9988 0 8.354 2.607 14 5 17 5 +40 0 0.998 0.9988 0.9973 4.584 1.771 14 5 7 3 0.9946 0.9988 0 8.262 2.586 14 5 17 5 +41 0 0.9967 0.9988 0 4.576 1.808 14 5 18 5 0.9947 0.9988 0 8.174 2.568 14 5 17 5 +42 0 0.9967 0.9988 0 4.48 1.781 14 5 13 6 0.9947 0.9988 0 8.088 2.549 14 5 17 5 +43 0 0.9967 0.9988 0 4.366 1.746 14 5 17 7 0.9948 0.9988 0 8.003 2.531 14 5 17 5 +44 0 0.998 0.9988 0.9978 4.511 1.808 14 5 8 3 0.9948 0.9988 0 7.926 2.515 14 5 17 5 +45 0 0.998 0.9988 0.9974 4.372 1.77 14 5 11 5 0.9949 0.9988 0 7.849 2.499 14 5 17 5 +46 0 0.9967 0.9988 0 4.42 1.769 14 5 10 4 0.9949 0.9988 0 7.776 2.483 14 5 17 5 +47 0 0.9967 0.9988 0 4.495 1.764 14 5 9 4 0.995 0.9988 0 7.707 2.468 14 5 17 5 +48 0 0.998 0.9988 0.998 4.429 1.71 14 5 14 5 0.995 0.9988 0 7.64 2.453 14 5 17 5 +49 0 0.998 0.9988 0.998 4.351 1.711 14 5 1 0 0.9951 0.9988 0 7.575 2.438 14 5 17 5 +50 0 0.998 0.9988 0.998 4.305 1.689 14 5 2 1 0.9951 0.9988 0 7.51 2.423 14 5 17 5 diff --git a/Seminar/5gen/normal 10/aggregated_best_generations.tsv b/Seminar/5gen/normal 10/aggregated_best_generations.tsv new file mode 100644 index 0000000..a10f509 --- /dev/null +++ b/Seminar/5gen/normal 10/aggregated_best_generations.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 54895988450 +Wall Time (ms): 2285 +CPU Cycles: 77085392875637689 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 303546368 +2 93 316915712 +3 175 324517888 +4 258 331071488 +5 332 336551936 +6 397 341532672 +7 471 347037696 +8 533 352280576 +9 601 358572032 +10 655 363028480 +11 714 368492544 +12 764 375570432 +13 815 379219968 +14 866 383660032 +15 919 388603904 +16 967 393060352 +17 1011 399003648 +18 1053 402395136 +19 1096 407900160 +20 1134 413405184 +21 1172 418648064 +22 1211 423096320 +23 1252 426766336 +24 1290 430641152 +25 1325 434204672 +26 1358 439709696 +27 1395 443117568 +28 1430 447836160 +29 1467 452292608 +30 1501 455688192 +31 1533 459096064 +32 1568 462462976 +33 1597 466395136 +34 1626 470851584 +35 1657 472899584 +36 1690 477356032 +37 1720 481288192 +38 1755 486268928 +39 1792 490696704 +40 1823 493797376 +41 1861 498511872 +42 1893 502697984 +43 1923 505810944 +44 1953 510001152 +45 1988 515506176 +46 2020 518840320 +47 2053 523030528 +48 2085 526958592 +49 2113 531415040 +50 2139 535597056 +51 2164 540303360 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 5489598845 +Wall Time (ms): 2187 +CPU Cycles: 7708539287563768 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 30354636 +2 93 31691571 +3 175 32451788 +4 258 33107148 +5 332 33655193 +6 397 34153267 +7 471 34703769 +8 533 35228057 +9 601 35857203 +10 655 36302848 +11 714 36849254 +12 764 37557043 +13 815 37921996 +14 866 38366003 +15 919 38860390 +16 967 39306035 +17 1011 39900364 +18 1053 40239513 +19 1096 40790016 +20 1134 41340518 +21 1172 41864806 +22 1211 42309632 +23 1252 42676633 +24 1290 43064115 +25 1325 43420467 +26 1358 43970969 +27 1395 44311756 +28 1430 44783616 +29 1467 45229260 +30 1501 45568819 +31 1533 45909606 +32 1568 46246297 +33 1597 46639513 +34 1626 47085158 +35 1657 47289958 +36 1690 47735603 +37 1720 48128819 +38 1755 48626892 +39 1792 49069670 +40 1823 49379737 +41 1861 49851187 +42 1893 50269798 +43 1923 50581094 +44 1953 51000115 +45 1988 51550617 +46 2020 51884032 +47 2053 52303052 +48 2085 52695859 +49 2113 53141504 +50 2139 53559705 +51 2164 54030336 +Hits Total +2175 2810 +Percent Hit: 77.4021% +Fitness +0.99874 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +966 160 1209 474 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.95676 0.99835 0 17.9119 3.3583 30 4 41 5 0.95676 0.99835 0 17.9119 3.3583 30 4 41 5 +1 0 0.99038 0.99844 0 16.3198 3.456 16 4 40 6 0.97356 0.99844 0 17.1159 3.4072 16 4 41 5 +2 0 0.99221 0.99845 0 15.6954 3.5213 16 4 43 7 0.97978 0.99845 0 16.6423 3.4452 16 4 41 5 +3 0 0.99386 0.99858 0.09892 15.1604 3.5927 17 4 35 6 0.98329 0.99858 0 16.2717 3.4821 17 4 41 5 +4 0 0.99345 0.99858 0 14.4078 3.5815 17 4 30 6 0.98532 0.99858 0 15.899 3.5022 17 4 41 5 +5 0 0.9935 0.99859 0.19959 13.7893 3.5442 15 4 37 6 0.98669 0.99859 0 15.5474 3.5092 15 4 41 5 +6 0 0.99398 0.99861 0 12.969 3.484 18 5 48 8 0.98774 0.99861 0 15.179 3.5055 18 5 41 5 +7 0 0.99423 0.99861 0 12.4479 3.4384 18 5 47 8 0.98856 0.99861 0 14.8376 3.497 18 5 41 5 +8 0 0.99573 0.99863 0 11.5632 3.36 17 5 37 6 0.98936 0.99863 0 14.4738 3.4818 17 5 41 5 +9 0 0.99586 0.99865 0.29911 11.0296 3.2845 18 5 27 6 0.99 0.99865 0 14.1294 3.4621 18 5 41 5 +10 0 0.9951 0.99866 0.19955 10.2271 3.151 18 5 18 5 0.99046 0.99866 0 13.7747 3.4338 18 5 41 5 +11 0 0.99463 0.99866 0.09973 9.7735 3.0796 18 5 25 6 0.9908 0.99866 0 13.4411 3.4043 18 5 41 5 +12 0 0.99602 0.99866 0.29931 9.4609 3.0354 18 5 18 6 0.99121 0.99866 0 13.1351 3.3759 18 5 41 5 +13 0 0.99649 0.99866 0.29914 9.1527 3.0071 17 5 32 7 0.99159 0.99866 0 12.8507 3.3496 17 5 41 5 +14 0 0.99688 0.99867 0.59843 8.6258 2.9135 19 5 21 5 0.99196 0.99867 0 12.5691 3.3206 19 5 41 5 +15 0 0.99601 0.99867 0 8.1141 2.7903 19 5 22 6 0.9922 0.99867 0 12.2906 3.2872 19 5 41 5 +16 0 0.9965 0.99867 0.19913 7.7619 2.7242 19 5 33 7 0.99245 0.99867 0 12.0241 3.2542 19 5 41 5 +17 0 0.99651 0.99867 0.29935 7.4957 2.6524 19 5 19 6 0.99267 0.99867 0 11.7726 3.2208 19 5 41 5 +18 0 0.99763 0.99867 0.69801 7.1268 2.5872 19 5 11 4 0.99293 0.99867 0 11.5281 3.1875 19 5 41 5 +19 0 0.99687 0.99868 0.39912 7.0895 2.583 19 5 13 5 0.99313 0.99868 0 11.3062 3.1571 19 5 41 5 +20 0 0.99677 0.99868 0.39917 6.8701 2.5281 19 5 17 4 0.99332 0.99868 0 11.0949 3.1273 19 5 41 5 +21 0 0.9971 0.99869 0.29926 6.5881 2.4482 19 5 19 6 0.99349 0.99869 0 10.8901 3.0964 19 5 41 5 +22 0 0.99701 0.99869 0.49883 6.4995 2.4285 19 5 15 6 0.99363 0.99869 0 10.6991 3.0673 19 5 41 5 +23 0 0.99688 0.99869 0.49874 6.2735 2.362 19 5 20 5 0.99376 0.99869 0 10.5147 3.0381 19 5 41 5 +24 0 0.99701 0.9987 0.39905 6.1279 2.31 19 5 11 5 0.99389 0.9987 0 10.3392 3.0089 19 5 41 5 +25 0 0.99751 0.9987 0.69799 5.9248 2.2327 19 5 12 4 0.99405 0.9987 0 10.1696 2.979 19 5 41 5 +26 0 0.99701 0.99871 0.49834 5.7311 2.1771 18 5 11 4 0.99415 0.99871 0 10.0051 2.9493 18 5 41 5 +27 0 0.99776 0.99871 0.79792 5.5897 2.1361 18 5 11 4 0.99427 0.99871 0 9.8475 2.9202 18 5 41 5 +28 0 0.9974 0.99871 0.59831 5.5248 2.1108 18 5 15 5 0.99438 0.99871 0 9.6985 2.8924 18 5 41 5 +29 0 0.99712 0.99871 0.49897 5.3903 2.0542 18 5 17 5 0.99448 0.99871 0 9.5549 2.8645 18 5 41 5 +30 0 0.99751 0.99871 0.69263 5.2363 2.001 18 5 10 4 0.99456 0.99871 0 9.4155 2.8365 18 5 41 5 +31 0 0.99752 0.99871 0.59863 5.0652 1.9407 18 5 12 4 0.99467 0.99871 0 9.2794 2.8086 18 5 41 5 +32 0 0.9975 0.99871 0.69779 4.9269 1.8859 18 5 15 4 0.99476 0.99871 0 9.1476 2.7806 18 5 41 5 +33 0 0.99738 0.99871 0.49851 4.8681 1.8729 18 5 11 4 0.99484 0.99871 0 9.0216 2.7539 18 5 41 5 +34 0 0.99753 0.99871 0.59859 4.841 1.8616 18 5 10 3 0.9949 0.99871 0 8.9024 2.7284 18 5 41 5 +35 0 0.9975 0.99871 0.69804 4.84 1.8707 18 5 12 4 0.99497 0.99871 0 8.7895 2.7047 18 5 41 5 +36 0 0.99727 0.99871 0.49841 4.9728 1.9181 18 5 17 5 0.99504 0.99871 0 8.6862 2.6832 18 5 41 5 +37 0 0.99725 0.99871 0.59838 5.003 1.9241 18 5 10 4 0.9951 0.99871 0 8.5895 2.6634 18 5 41 5 +38 0 0.99726 0.99871 0.69807 4.9737 1.895 18 5 11 3 0.99517 0.99871 0 8.4967 2.6437 18 5 41 5 +39 0 0.99751 0.99872 0.69797 4.9214 1.8721 15 4 13 4 0.9952 0.99872 0 8.4074 2.6245 15 4 41 5 +40 0 0.99762 0.99872 0.79738 4.8579 1.8547 15 5 11 4 0.99527 0.99872 0 8.3206 2.6057 15 5 41 5 +41 0 0.99739 0.99872 0.49833 4.692 1.7973 15 5 12 3 0.99532 0.99872 0 8.2343 2.5864 15 5 41 5 +42 0 0.99725 0.99872 0.4989 4.593 1.7774 14 4 10 4 0.99537 0.99872 0 8.1496 2.5675 14 4 41 5 +43 0 0.9975 0.99872 0.69836 4.5192 1.7471 14 4 11 3 0.99542 0.99872 0 8.0671 2.5488 14 4 41 5 +44 0 0.99738 0.99872 0.69847 4.6327 1.7901 14 4 10 4 0.99545 0.99872 0 7.9908 2.5322 14 4 41 5 +45 0 0.998 0.99872 0.9975 4.6786 1.8119 14 4 8 3 0.99552 0.99872 0 7.9188 2.5166 14 4 41 5 +46 0 0.99737 0.99872 0.49894 4.6534 1.7926 14 4 9 3 0.99555 0.99872 0 7.8493 2.501 14 4 41 5 +47 0 0.99736 0.99872 0.59843 4.6557 1.7787 14 4 10 4 0.9956 0.99872 0 7.7827 2.486 14 4 41 5 +48 0 0.99787 0.99872 0.89727 4.6932 1.7965 14 4 9 3 0.99564 0.99872 0 7.7197 2.472 14 4 41 5 +49 0 0.99738 0.99872 0.49864 4.7689 1.8362 14 4 7 2 0.99566 0.99872 0 7.6607 2.4593 14 4 41 5 +50 0 0.99776 0.99872 0.79809 4.6998 1.8041 14 4 9 3 0.99572 0.99872 0 7.6024 2.4463 14 4 41 5 diff --git a/Seminar/5gen/normal 10/aggregated_best_hits.tsv b/Seminar/5gen/normal 10/aggregated_best_hits.tsv new file mode 100644 index 0000000..982719e --- /dev/null +++ b/Seminar/5gen/normal 10/aggregated_best_hits.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 5326726543 +Wall Time (ms): 2285 +CPU Cycles: 7708538987306162 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30392320 +2 92 31965184 +3 175 32489472 +4 267 33275904 +5 339 34062336 +6 390 34324480 +7 451 34586624 +8 527 35110912 +9 592 35897344 +10 630 36683776 +11 685 37470208 +12 738 37994496 +13 792 37994496 +14 840 38518784 +15 889 38744064 +16 917 39268352 +17 951 39792640 +18 991 40046592 +19 1035 40308736 +20 1065 40833024 +21 1085 41095168 +22 1112 41619456 +23 1152 42143744 +24 1193 42930176 +25 1229 43139072 +26 1261 43401216 +27 1300 43663360 +28 1337 44974080 +29 1366 44974080 +30 1404 45498368 +31 1435 45498368 +32 1474 46022656 +33 1494 46284800 +34 1517 46284800 +35 1546 46546944 +36 1576 47595520 +37 1606 47857664 +38 1643 47857664 +39 1669 48644096 +40 1715 48345088 +41 1747 48869376 +42 1786 49131520 +43 1822 49655808 +44 1858 50180096 +45 1899 50966528 +46 1933 51228672 +47 1964 51486720 +48 1995 52273152 +49 2028 53059584 +50 2057 53059584 +51 2090 53583872 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 5326726543 +Wall Time (ms): 2124 +CPU Cycles: 7708538987306162 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30392320 +2 92 31965184 +3 175 32489472 +4 267 33275904 +5 339 34062336 +6 390 34324480 +7 451 34586624 +8 527 35110912 +9 592 35897344 +10 630 36683776 +11 685 37470208 +12 738 37994496 +13 792 37994496 +14 840 38518784 +15 889 38744064 +16 917 39268352 +17 951 39792640 +18 991 40046592 +19 1035 40308736 +20 1065 40833024 +21 1085 41095168 +22 1112 41619456 +23 1152 42143744 +24 1193 42930176 +25 1229 43139072 +26 1261 43401216 +27 1300 43663360 +28 1337 44974080 +29 1366 44974080 +30 1404 45498368 +31 1435 45498368 +32 1474 46022656 +33 1494 46284800 +34 1517 46284800 +35 1546 46546944 +36 1576 47595520 +37 1606 47857664 +38 1643 47857664 +39 1669 48644096 +40 1715 48345088 +41 1747 48869376 +42 1786 49131520 +43 1822 49655808 +44 1858 50180096 +45 1899 50966528 +46 1933 51228672 +47 1964 51486720 +48 1995 52273152 +49 2028 53059584 +50 2057 53059584 +51 2090 53583872 +Hits Total +2433 2810 +Percent Hit: 86.5836% +Fitness +0.99884 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +974 156 1459 221 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9606 0.9981 0 17.886 3.342 66 6 10 4 0.9606 0.9981 0 17.886 3.342 66 6 10 4 +1 0 0.9905 0.9982 0 17.183 3.553 3 1 43 6 0.9755 0.9982 0 17.534 3.447 3 1 10 4 +2 0 0.993 0.9982 0 15.344 3.519 10 4 32 7 0.9814 0.9982 0 16.804 3.471 10 4 10 4 +3 0 0.993 0.9988 0 15.088 3.542 14 5 31 7 0.9843 0.9988 0 16.375 3.489 14 5 10 4 +4 0 0.993 0.9988 0 14.285 3.527 14 5 10 3 0.986 0.9988 0 15.957 3.497 14 5 10 4 +5 0 0.9955 0.9988 0 13.235 3.54 14 5 41 7 0.9876 0.9988 0 15.503 3.504 14 5 10 4 +6 0 0.9943 0.9988 0 12.113 3.394 14 5 19 7 0.9886 0.9988 0 15.019 3.488 14 5 10 4 +7 0 0.9955 0.9988 0 10.921 3.169 14 5 23 8 0.9894 0.9988 0 14.507 3.448 14 5 10 4 +8 0 0.9968 0.9988 0 10.356 3.12 14 5 17 6 0.9902 0.9988 0 14.046 3.412 14 5 10 4 +9 0 0.993 0.9988 0 10.121 3.095 14 5 18 8 0.9905 0.9988 0 13.653 3.38 14 5 10 4 +10 0 0.9955 0.9988 0 9.334 3.007 14 5 40 8 0.991 0.9988 0 13.26 3.346 14 5 10 4 +11 0 0.9968 0.9988 0 8.482 2.806 14 5 14 6 0.9915 0.9988 0 12.862 3.301 14 5 10 4 +12 0 0.9955 0.9988 0 7.825 2.694 14 5 20 7 0.9918 0.9988 0 12.475 3.255 14 5 10 4 +13 0 0.998 0.9988 0.9971 7.711 2.686 14 5 16 5 0.9922 0.9988 0 12.135 3.214 14 5 10 4 +14 0 0.998 0.9988 0.9973 7.505 2.681 14 5 20 7 0.9926 0.9988 0 11.826 3.178 14 5 10 4 +15 0 0.9968 0.9988 0 6.775 2.455 14 5 13 5 0.9929 0.9988 0 11.51 3.133 14 5 10 4 +16 0 0.998 0.9988 0.9955 6.184 2.292 14 5 21 7 0.9932 0.9988 0 11.197 3.084 14 5 10 4 +17 0 0.998 0.9988 0.9979 6.261 2.353 14 5 15 6 0.9934 0.9988 0 10.923 3.043 14 5 10 4 +18 0 0.998 0.9988 0.9979 6.139 2.373 14 5 5 2 0.9937 0.9988 0 10.671 3.008 14 5 10 4 +19 0 0.998 0.9988 0.9978 6.534 2.54 14 5 15 6 0.9939 0.9988 0 10.464 2.984 14 5 10 4 +20 0 0.998 0.9988 0.9978 6.505 2.571 14 5 8 3 0.9941 0.9988 0 10.276 2.965 14 5 10 4 +21 0 0.998 0.9988 0.998 6.3 2.441 14 5 15 5 0.9943 0.9988 0 10.095 2.941 14 5 10 4 +22 0 0.998 0.9988 0.9979 6.421 2.546 14 5 6 3 0.9944 0.9988 0 9.935 2.924 14 5 10 4 +23 0 0.998 0.9988 0.998 6.053 2.368 14 5 1 0 0.9946 0.9988 0 9.773 2.901 14 5 10 4 +24 0 0.9968 0.9988 0 5.935 2.331 14 5 33 13 0.9947 0.9988 0 9.62 2.878 14 5 10 4 +25 0 0.998 0.9988 0.9978 5.609 2.216 14 5 6 3 0.9948 0.9988 0 9.466 2.852 14 5 10 4 +26 0 0.9955 0.9988 0 5.508 2.197 14 5 12 5 0.9948 0.9988 0 9.319 2.828 14 5 10 4 +27 0 0.998 0.9988 0.998 5.431 2.136 14 5 16 5 0.9949 0.9988 0 9.18 2.803 14 5 10 4 +28 0 0.998 0.9988 0.998 5.325 2.091 14 5 10 4 0.995 0.9988 0 9.047 2.779 14 5 10 4 +29 0 0.998 0.9988 0.9979 5.428 2.094 14 5 8 4 0.9951 0.9988 0 8.927 2.756 14 5 10 4 +30 0 0.9955 0.9988 0 5.223 2.024 14 5 12 5 0.9951 0.9988 0 8.807 2.732 14 5 10 4 +31 0 0.9968 0.9988 0 5.393 2.121 14 5 12 5 0.9952 0.9988 0 8.7 2.713 14 5 10 4 +32 0 0.9955 0.9988 0 5.593 2.184 14 5 15 4 0.9952 0.9988 0 8.606 2.697 14 5 10 4 +33 0 0.9968 0.9988 0 5.218 2.071 14 5 21 8 0.9953 0.9988 0 8.506 2.679 14 5 10 4 +34 0 0.9968 0.9988 0 5.039 1.974 14 5 27 9 0.9953 0.9988 0 8.407 2.659 14 5 10 4 +35 0 0.998 0.9988 0.998 5.044 2.011 14 5 11 6 0.9954 0.9988 0 8.314 2.641 14 5 10 4 +36 0 0.9968 0.9988 0 4.984 1.965 14 5 10 4 0.9954 0.9988 0 8.224 2.622 14 5 10 4 +37 0 0.9968 0.9988 0 4.695 1.841 14 5 11 6 0.9954 0.9988 0 8.131 2.602 14 5 10 4 +38 0 0.998 0.9988 0.9977 4.521 1.779 14 5 5 2 0.9955 0.9988 0 8.039 2.581 14 5 10 4 +39 0 0.998 0.9988 0.9977 4.526 1.75 14 5 30 9 0.9956 0.9988 0 7.951 2.56 14 5 10 4 +40 0 0.998 0.9988 0.9978 4.659 1.819 14 5 7 3 0.9956 0.9988 0 7.87 2.542 14 5 10 4 +41 0 0.9968 0.9988 0 4.276 1.653 14 5 5 2 0.9957 0.9988 0 7.785 2.521 14 5 10 4 +42 0 0.9968 0.9988 0 4.316 1.669 14 5 25 10 0.9957 0.9988 0 7.704 2.501 14 5 10 4 +43 0 0.998 0.9988 0.998 4.107 1.566 14 5 5 3 0.9957 0.9988 0 7.622 2.48 14 5 10 4 +44 0 0.9968 0.9988 0 4.319 1.629 14 5 21 8 0.9958 0.9988 0 7.549 2.461 14 5 10 4 +45 0 0.998 0.9988 0.998 4.574 1.758 14 5 6 3 0.9958 0.9988 0 7.484 2.446 14 5 10 4 +46 0 0.998 0.9988 0.998 4.644 1.772 14 5 9 4 0.9959 0.9988 0 7.424 2.431 14 5 10 4 +47 0 0.9955 0.9988 0 4.611 1.736 14 5 12 4 0.9958 0.9988 0 7.365 2.417 14 5 10 4 +48 0 0.998 0.9988 0.9929 4.851 1.853 14 5 16 6 0.9959 0.9988 0 7.314 2.405 14 5 10 4 +49 0 0.998 0.9988 0.9979 4.975 1.883 14 5 3 1 0.9959 0.9988 0 7.267 2.395 14 5 10 4 +50 0 0.998 0.9988 0.9979 5.206 1.924 14 5 3 1 0.996 0.9988 0 7.227 2.386 14 5 10 4 diff --git a/Seminar/5gen/normal 120/aggregated_all.tsv b/Seminar/5gen/normal 120/aggregated_all.tsv new file mode 100644 index 0000000..fe4e7ee --- /dev/null +++ b/Seminar/5gen/normal 120/aggregated_all.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 242034404001 +Wall Time (ms): 25661 +CPU Cycles: 300629141653568815 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 3619258368 +2 1399 3819737088 +3 2256 3891732480 +4 3099 3968724992 +5 3908 4045074432 +6 4747 4119412736 +7 5520 4192423936 +8 6244 4260814848 +9 6948 4327137280 +10 7611 4398010368 +11 8257 4464947200 +12 8883 4526288896 +13 9460 4588544000 +14 10034 4651536384 +15 10583 4711137280 +16 11116 4766371840 +17 11640 4821823488 +18 12147 4880982016 +19 12636 4929855488 +20 13111 4989202432 +21 13572 5041479680 +22 14039 5100294144 +23 14500 5159882752 +24 14921 5212925952 +25 15344 5267173376 +26 15770 5320777728 +27 16173 5368090624 +28 16581 5413937152 +29 16966 5466484736 +30 17355 5516087296 +31 17749 5567528960 +32 18134 5618294784 +33 18509 5670748160 +34 18870 5720530944 +35 19219 5764685824 +36 19581 5814632448 +37 19935 5866946560 +38 20276 5920260096 +39 20618 5965058048 +40 20957 6017748992 +41 21279 6066671616 +42 21599 6115405824 +43 21901 6161240064 +44 22194 6212026368 +45 22486 6256746496 +46 22767 6303850496 +47 23032 6350012416 +48 23279 6397308928 +49 23515 6437126144 +50 23741 6482108416 +51 23942 6531444736 +Aggregation Count: 120 +Timer Name Value +CPU Time (ns): 2016953366 +Wall Time (ms): 8389 +CPU Cycles: 2505242847113073 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 30160486 +2 1399 31831142 +3 2256 32431104 +4 3099 33072708 +5 3908 33708953 +6 4747 34328439 +7 5520 34936866 +8 6244 35506790 +9 6948 36059477 +10 7611 36650086 +11 8257 37207893 +12 8883 37719074 +13 9460 38237866 +14 10034 38762803 +15 10583 39259477 +16 11116 39719765 +17 11640 40181862 +18 12147 40674850 +19 12636 41082129 +20 13111 41576686 +21 13572 42012330 +22 14039 42502451 +23 14500 42999022 +24 14921 43441049 +25 15344 43893111 +26 15770 44339814 +27 16173 44734088 +28 16581 45116142 +29 16966 45554039 +30 17355 45967394 +31 17749 46396074 +32 18134 46819123 +33 18509 47256234 +34 18870 47671091 +35 19219 48039048 +36 19581 48455270 +37 19935 48891221 +38 20276 49335500 +39 20618 49708817 +40 20957 50147908 +41 21279 50555596 +42 21599 50961715 +43 21901 51343667 +44 22194 51766886 +45 22486 52139554 +46 22767 52532087 +47 23032 52916770 +48 23279 53310907 +49 23515 53642717 +50 23741 54017570 +51 23942 54428706 +Hits Total +2293 2810 +Percent Hit: 81.6014% +Fitness +0.998778 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +956 173 1337 343 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.959395 0.998359 0 17.5531 3.34637 27 4 45 5 0.959395 0.998359 0 17.5531 3.34637 27 4 45 5 +1 0 0.990287 0.998423 0 15.7232 3.41505 29 4 39 6 0.974837 0.998423 0 16.6382 3.3807 29 4 45 5 +2 0 0.992177 0.998479 0 14.9484 3.46531 27 4 40 6 0.980619 0.998479 0 16.075 3.40894 27 4 45 5 +3 0 0.992602 0.998525 0.0166267 14.2663 3.47844 26 4 33 6 0.983612 0.998525 0 15.6228 3.42628 26 4 45 5 +4 0 0.993239 0.99856 0.0249375 13.6788 3.47374 25 4 34 6 0.985543 0.99856 0 15.234 3.43582 25 4 45 5 +5 0 0.994275 0.998583 0.06546 13.0536 3.44343 24 4 38 7 0.986993 0.998583 0 14.8706 3.43703 24 4 45 5 +6 0 0.994787 0.99861 0.108035 12.4755 3.40062 24 4 38 7 0.988113 0.99861 0 14.5284 3.43186 24 4 45 5 +7 0 0.99527 0.998621 0.149643 11.8902 3.35349 24 4 33 7 0.989008 0.998621 0 14.1987 3.42205 24 4 45 5 +8 0 0.995317 0.998643 0.124652 11.3169 3.29349 24 5 29 6 0.989709 0.998643 0 13.8784 3.40776 24 5 45 5 +9 0 0.99575 0.998653 0.196532 10.8137 3.22972 23 5 30 7 0.99031 0.998653 0 13.5719 3.38993 23 5 45 5 +10 0 0.99549 0.998658 0.182599 10.4197 3.1727 23 5 30 6 0.990787 0.998658 0 13.2854 3.37021 23 5 45 5 +11 0 0.996015 0.998663 0.263008 9.91457 3.08833 23 5 29 6 0.991221 0.998663 0 13.0045 3.3467 23 5 45 5 +12 0 0.996227 0.998675 0.207133 9.55808 3.02802 23 5 28 6 0.991606 0.998675 0 12.7394 3.32218 23 5 45 5 +13 0 0.996337 0.998683 0.282668 9.22753 2.97486 23 5 29 6 0.991943 0.998683 0 12.4885 3.29738 23 5 45 5 +14 0 0.996091 0.998693 0.207663 8.83943 2.90529 23 5 28 6 0.992222 0.998693 0 12.2453 3.27128 23 5 45 5 +15 0 0.99665 0.998701 0.340639 8.48281 2.83672 23 5 23 6 0.992496 0.998701 0 12.0102 3.24408 23 5 45 5 +16 0 0.996574 0.998704 0.34814 8.22654 2.77503 23 5 22 6 0.992735 0.998704 0 11.7875 3.21653 23 5 45 5 +17 0 0.996786 0.998709 0.431973 7.84917 2.69195 23 5 19 5 0.992965 0.998709 0 11.5688 3.18736 23 5 45 5 +18 0 0.997043 0.998709 0.506448 7.60182 2.6298 22 5 19 5 0.993175 0.998709 0 11.36 3.15808 22 5 45 5 +19 0 0.996938 0.998712 0.398994 7.35367 2.56678 21 5 19 5 0.993363 0.998712 0 11.1597 3.12844 21 5 45 5 +20 0 0.997016 0.998715 0.465422 7.16722 2.51977 21 5 19 5 0.99354 0.998715 0 10.9696 3.09947 21 5 45 5 +21 0 0.996873 0.998722 0.439902 6.95001 2.46263 20 5 20 5 0.993689 0.998722 0 10.7868 3.07054 20 5 45 5 +22 0 0.997028 0.998732 0.440421 6.74787 2.41218 21 5 19 5 0.993834 0.998732 0 10.6112 3.04192 21 5 45 5 +23 0 0.997036 0.998733 0.465495 6.53928 2.35667 21 5 17 5 0.993964 0.998733 0 10.4415 3.01337 21 5 45 5 +24 0 0.997033 0.998733 0.456892 6.36154 2.31113 20 5 18 5 0.99409 0.998733 0 10.2784 2.98528 20 5 45 5 +25 0 0.996954 0.998735 0.457067 6.20203 2.27137 20 5 15 4 0.994199 0.998735 0 10.1216 2.95781 20 5 45 5 +26 0 0.997215 0.998738 0.573536 6.05217 2.22675 20 5 17 5 0.994315 0.998738 0 9.97085 2.93074 20 5 45 5 +27 0 0.997343 0.99874 0.627041 5.91207 2.1946 20 5 14 4 0.994427 0.99874 0 9.82592 2.90442 20 5 45 5 +28 0 0.997336 0.998744 0.552487 5.81688 2.16911 20 5 14 4 0.994521 0.998744 0 9.68766 2.8791 20 5 45 5 +29 0 0.997282 0.998747 0.547284 5.71666 2.13738 21 5 13 4 0.994612 0.998747 0 9.5553 2.85436 21 5 45 5 +30 0 0.997162 0.998749 0.556836 5.63621 2.11253 20 5 14 4 0.994699 0.998749 0 9.42884 2.83045 20 5 45 5 +31 0 0.997529 0.998752 0.714771 5.52047 2.07938 20 5 12 4 0.994786 0.998752 0 9.30672 2.80694 20 5 45 5 +32 0 0.997427 0.998752 0.671517 5.48725 2.07114 20 5 12 4 0.99487 0.998752 0 9.19103 2.78465 20 5 45 5 +33 0 0.997513 0.998756 0.664322 5.39358 2.04406 20 5 12 4 0.994941 0.998756 0 9.07929 2.76289 20 5 45 5 +34 0 0.997458 0.998757 0.655906 5.30378 2.01759 20 5 12 4 0.995015 0.998757 0 8.97142 2.74156 20 5 45 5 +35 0 0.997515 0.998757 0.656345 5.25648 2.00025 20 5 12 4 0.995088 0.998757 0 8.86829 2.72099 20 5 45 5 +36 0 0.997511 0.998758 0.731098 5.20172 1.98605 20 5 11 3 0.995147 0.998758 0 8.76914 2.70112 20 5 45 5 +37 0 0.997533 0.998758 0.681244 5.16824 1.97263 20 5 13 4 0.995213 0.998758 0 8.67441 2.68195 20 5 45 5 +38 0 0.997306 0.99876 0.556493 5.10938 1.95713 20 5 11 4 0.995265 0.99876 0 8.58298 2.66335 20 5 45 5 +39 0 0.997367 0.99876 0.589933 5.06628 1.94438 20 5 12 4 0.995321 0.99876 0 8.49508 2.64533 20 5 45 5 +40 0 0.997442 0.998762 0.639658 5.00352 1.92347 20 5 11 4 0.995371 0.998762 0 8.40988 2.62775 20 5 45 5 +41 0 0.997349 0.998764 0.573545 4.99571 1.91846 19 5 10 3 0.995418 0.998764 0 8.32857 2.61087 19 5 45 5 +42 0 0.997546 0.998766 0.698169 4.9679 1.90534 19 5 10 3 0.995469 0.998766 0 8.25045 2.5945 19 5 45 5 +43 0 0.997463 0.998767 0.623233 4.93704 1.89224 19 5 11 4 0.995512 0.998767 0 8.17516 2.57857 19 5 45 5 +44 0 0.997468 0.998767 0.693716 4.94549 1.89075 19 5 11 3 0.995559 0.998767 0 8.1034 2.56325 19 5 45 5 +45 0 0.997484 0.998771 0.656568 4.97006 1.89938 19 5 11 4 0.995598 0.998771 0 8.03528 2.54879 19 5 45 5 +46 0 0.997559 0.998772 0.6976 4.98259 1.90468 19 5 11 3 0.995638 0.998772 0 7.97033 2.53513 19 5 45 5 +47 0 0.997552 0.998772 0.681022 4.94383 1.88991 19 5 10 3 0.995682 0.998772 0 7.90726 2.52169 19 5 45 5 +48 0 0.997604 0.998772 0.685208 4.9142 1.88112 19 5 10 3 0.995722 0.998772 0 7.84619 2.50859 19 5 45 5 +49 0 0.997573 0.998773 0.701412 4.89578 1.87704 19 5 12 4 0.995756 0.998773 0 7.78719 2.49597 19 5 45 5 +50 0 0.99735 0.998776 0.606636 4.87923 1.8717 19 5 12 4 0.99579 0.998776 0 7.73015 2.48374 19 5 45 5 diff --git a/Seminar/5gen/normal 120/aggregated_best_fitness.tsv b/Seminar/5gen/normal 120/aggregated_best_fitness.tsv new file mode 100644 index 0000000..889d879 --- /dev/null +++ b/Seminar/5gen/normal 120/aggregated_best_fitness.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 25661 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 30289920 +2 1034 32387072 +3 1300 33173504 +4 2399 33697792 +5 3368 34746368 +6 4230 35008512 +7 5073 35794944 +8 5583 36057088 +9 5985 36319232 +10 6568 36540416 +11 7172 37064704 +12 7824 37326848 +13 8338 37851136 +14 8914 38113280 +15 9297 38375424 +16 9894 39424000 +17 10324 39948288 +18 10830 40472576 +19 11365 40996864 +20 11815 41259008 +21 12225 41783296 +22 12706 42307584 +23 13090 42831872 +24 13567 43356160 +25 14041 43880448 +26 14477 44404736 +27 14797 44666880 +28 15249 44904448 +29 15608 45428736 +30 15966 46215168 +31 16310 46477312 +32 16566 47001600 +33 16958 47525888 +34 17250 47517696 +35 17702 47779840 +36 18076 48304128 +37 18457 48304128 +38 18717 48828416 +39 19119 49614848 +40 19494 50139136 +41 19961 51187712 +42 20221 51974144 +43 20544 52236288 +44 20907 53022720 +45 21230 53284864 +46 21590 53547008 +47 21917 54071296 +48 22202 54071296 +49 22364 54595584 +50 22633 54820864 +51 22880 55074816 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 0 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 30289920 +2 1034 32387072 +3 1300 33173504 +4 2399 33697792 +5 3368 34746368 +6 4230 35008512 +7 5073 35794944 +8 5583 36057088 +9 5985 36319232 +10 6568 36540416 +11 7172 37064704 +12 7824 37326848 +13 8338 37851136 +14 8914 38113280 +15 9297 38375424 +16 9894 39424000 +17 10324 39948288 +18 10830 40472576 +19 11365 40996864 +20 11815 41259008 +21 12225 41783296 +22 12706 42307584 +23 13090 42831872 +24 13567 43356160 +25 14041 43880448 +26 14477 44404736 +27 14797 44666880 +28 15249 44904448 +29 15608 45428736 +30 15966 46215168 +31 16310 46477312 +32 16566 47001600 +33 16958 47525888 +34 17250 47517696 +35 17702 47779840 +36 18076 48304128 +37 18457 48304128 +38 18717 48828416 +39 19119 49614848 +40 19494 50139136 +41 19961 51187712 +42 20221 51974144 +43 20544 52236288 +44 20907 53022720 +45 21230 53284864 +46 21590 53547008 +47 21917 54071296 +48 22202 54071296 +49 22364 54595584 +50 22633 54820864 +51 22880 55074816 +Hits Total +2600 2810 +Percent Hit: 92.5267% +Fitness +0.998935 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1036 104 1564 106 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.958 0.9983 0 17.819 3.396 42 5 47 6 0.958 0.9983 0 17.819 3.396 42 5 47 6 +1 0 0.989 0.9983 0 16.87 3.531 17 6 61 6 0.9735 0.9983 0 17.344 3.464 17 6 47 6 +2 0 0.9905 0.9983 0 16.824 3.671 17 6 92 7 0.9792 0.9983 0 17.171 3.533 17 6 47 6 +3 0 0.9929 0.9987 0 15.21 3.558 5 3 47 7 0.9826 0.9987 0 16.681 3.539 5 3 47 6 +4 0 0.9917 0.9987 0 13.588 3.476 5 3 92 11 0.9844 0.9987 0 16.062 3.526 5 3 47 6 +5 0 0.9966 0.9987 0 12.418 3.425 5 3 25 10 0.9864 0.9987 0 15.455 3.51 5 3 47 6 +6 0 0.9942 0.9987 0 11.585 3.324 5 3 75 10 0.9876 0.9987 0 14.902 3.483 5 3 47 6 +7 0 0.998 0.9987 0.998 10.971 3.26 5 3 25 8 0.9889 0.9987 0 14.41 3.455 5 3 47 6 +8 0 0.9955 0.9987 0 11.166 3.311 5 3 16 4 0.9896 0.9987 0 14.05 3.439 5 3 47 6 +9 0 0.9942 0.9987 0 10.539 3.201 5 3 18 6 0.9901 0.9987 0 13.699 3.415 5 3 47 6 +10 0 0.998 0.9987 0.9976 9.874 3.035 5 3 5 3 0.9908 0.9987 0 13.351 3.381 5 3 47 6 +11 0 0.9955 0.9987 0 9.806 3.11 5 3 16 5 0.9912 0.9987 0 13.056 3.358 5 3 47 6 +12 0 0.9967 0.9987 0 9.394 3.104 5 3 19 6 0.9916 0.9987 0 12.774 3.339 5 3 47 6 +13 0 0.998 0.9987 0.9976 9.126 3.107 5 3 6 3 0.9921 0.9987 0 12.513 3.322 5 3 47 6 +14 0 0.9967 0.9987 0 8.447 2.959 25 8 43 12 0.9924 0.9987 0 12.242 3.298 25 8 47 6 +15 0 0.9942 0.9987 0 8.131 2.89 25 8 9 4 0.9925 0.9987 0 11.985 3.272 25 8 47 6 +16 0 0.9967 0.9987 0 7.81 2.845 25 8 29 10 0.9927 0.9987 0 11.74 3.247 25 8 47 6 +17 0 0.998 0.9987 0.9952 6.934 2.604 25 8 11 4 0.993 0.9987 0 11.473 3.212 25 8 47 6 +18 0 0.9967 0.9987 0 6.746 2.509 25 8 16 7 0.9932 0.9987 0 11.224 3.175 25 8 47 6 +19 0 0.998 0.9987 0.9976 7.107 2.606 25 8 4 2 0.9935 0.9987 0 11.018 3.146 25 8 47 6 +20 0 0.9967 0.9987 0 6.897 2.547 25 8 5 2 0.9936 0.9987 0 10.822 3.118 25 8 47 6 +21 0 0.998 0.9987 0.9976 6.518 2.453 25 8 5 3 0.9938 0.9987 0 10.626 3.087 25 8 47 6 +22 0 0.998 0.9987 0.998 6.511 2.442 25 8 1 0 0.994 0.9987 0 10.447 3.059 25 8 47 6 +23 0 0.9967 0.9987 0 5.941 2.228 25 8 23 6 0.9941 0.9987 0 10.26 3.025 25 8 47 6 +24 0 0.9967 0.9987 0 5.985 2.237 25 8 17 6 0.9942 0.9987 0 10.089 2.993 25 8 47 6 +25 0 0.9967 0.9987 0 6.114 2.266 25 8 26 7 0.9943 0.9987 0 9.936 2.965 25 8 47 6 +26 0 0.998 0.9989 0.9961 5.731 2.135 18 8 10 4 0.9944 0.9989 0 9.78 2.934 18 8 47 6 +27 0 0.998 0.9989 0.9961 5.93 2.225 18 8 8 3 0.9946 0.9989 0 9.643 2.909 18 8 47 6 +28 0 0.998 0.9989 0.9961 5.548 2.111 18 8 8 3 0.9947 0.9989 0 9.501 2.882 18 8 47 6 +29 0 0.998 0.9989 0.9979 4.995 1.904 18 8 24 8 0.9948 0.9989 0 9.351 2.849 18 8 47 6 +30 0 0.9967 0.9989 0 4.944 1.935 18 8 11 4 0.9949 0.9989 0 9.209 2.82 18 8 47 6 +31 0 0.998 0.9989 0.9978 4.888 1.936 18 8 9 5 0.995 0.9989 0 9.074 2.792 18 8 47 6 +32 0 0.9978 0.9989 0.8333 5.183 2.061 18 8 20 8 0.995 0.9989 0 8.956 2.77 18 8 47 6 +33 0 0.998 0.9989 0.9978 5.3 2.089 18 8 7 2 0.9951 0.9989 0 8.848 2.75 18 8 47 6 +34 0 0.998 0.9989 0.998 5.07 1.991 18 8 9 5 0.9952 0.9989 0 8.741 2.728 18 8 47 6 +35 0 0.9967 0.9989 0 5.338 2.098 18 8 19 6 0.9953 0.9989 0 8.646 2.711 18 8 47 6 +36 0 0.998 0.9989 0.9976 5.11 2.026 18 8 4 2 0.9953 0.9989 0 8.55 2.692 18 8 47 6 +37 0 0.9967 0.9989 0 4.978 1.956 18 8 13 6 0.9954 0.9989 0 8.456 2.673 18 8 47 6 +38 0 0.998 0.9989 0.9977 4.777 1.895 16 9 10 4 0.9954 0.9989 0 8.362 2.653 16 9 47 6 +39 0 0.998 0.9989 0.998 4.832 1.944 16 9 4 2 0.9955 0.9989 0 8.274 2.635 16 9 47 6 +40 0 0.998 0.9989 0.998 4.397 1.774 16 9 3 1 0.9956 0.9989 0 8.179 2.614 16 9 47 6 +41 0 0.998 0.9989 0.9972 4.494 1.817 16 9 7 3 0.9956 0.9989 0 8.092 2.595 16 9 47 6 +42 0 0.9955 0.9989 0 4.415 1.749 18 8 17 8 0.9956 0.9989 0 8.006 2.575 18 8 47 6 +43 0 0.9967 0.9989 0 4.391 1.732 18 8 17 5 0.9956 0.9989 0 7.924 2.556 18 8 47 6 +44 0 0.9967 0.9989 0 4.429 1.754 15 7 5 2 0.9957 0.9989 0 7.846 2.538 15 7 47 6 +45 0 0.9955 0.9989 0 4.451 1.812 15 7 5 2 0.9957 0.9989 0 7.772 2.523 15 7 47 6 +46 0 0.998 0.9989 0.9979 4.726 1.907 15 7 5 2 0.9957 0.9989 0 7.708 2.51 15 7 47 6 +47 0 0.998 0.9989 0.9972 4.94 1.996 15 7 13 5 0.9958 0.9989 0 7.65 2.499 15 7 47 6 +48 0 0.998 0.9989 0.998 4.624 1.901 15 7 7 4 0.9958 0.9989 0 7.588 2.487 15 7 47 6 +49 0 0.998 0.9989 0.9955 4.795 1.959 15 7 8 3 0.9958 0.9989 0 7.532 2.476 15 7 47 6 +50 0 0.998 0.9989 0.9977 4.862 1.992 15 7 4 2 0.9959 0.9989 0 7.48 2.467 15 7 47 6 diff --git a/Seminar/5gen/normal 120/aggregated_best_generations.tsv b/Seminar/5gen/normal 120/aggregated_best_generations.tsv new file mode 100644 index 0000000..020cfb1 --- /dev/null +++ b/Seminar/5gen/normal 120/aggregated_best_generations.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 242034404001 +Wall Time (ms): 25661 +CPU Cycles: 300629141653568815 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 3619258368 +2 1399 3819737088 +3 2256 3891732480 +4 3099 3968724992 +5 3908 4045074432 +6 4747 4119412736 +7 5520 4192423936 +8 6244 4260814848 +9 6948 4327137280 +10 7611 4398010368 +11 8257 4464947200 +12 8883 4526288896 +13 9460 4588544000 +14 10034 4651536384 +15 10583 4711137280 +16 11116 4766371840 +17 11640 4821823488 +18 12147 4880982016 +19 12636 4929855488 +20 13111 4989202432 +21 13572 5041479680 +22 14039 5100294144 +23 14500 5159882752 +24 14921 5212925952 +25 15344 5267173376 +26 15770 5320777728 +27 16173 5368090624 +28 16581 5413937152 +29 16966 5466484736 +30 17355 5516087296 +31 17749 5567528960 +32 18134 5618294784 +33 18509 5670748160 +34 18870 5720530944 +35 19219 5764685824 +36 19581 5814632448 +37 19935 5866946560 +38 20276 5920260096 +39 20618 5965058048 +40 20957 6017748992 +41 21279 6066671616 +42 21599 6115405824 +43 21901 6161240064 +44 22194 6212026368 +45 22486 6256746496 +46 22767 6303850496 +47 23032 6350012416 +48 23279 6397308928 +49 23515 6437126144 +50 23741 6482108416 +51 23942 6531444736 +Aggregation Count: 120 +Timer Name Value +CPU Time (ns): 2016953366 +Wall Time (ms): 8389 +CPU Cycles: 2505242847113073 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 8 30160486 +2 1399 31831142 +3 2256 32431104 +4 3099 33072708 +5 3908 33708953 +6 4747 34328439 +7 5520 34936866 +8 6244 35506790 +9 6948 36059477 +10 7611 36650086 +11 8257 37207893 +12 8883 37719074 +13 9460 38237866 +14 10034 38762803 +15 10583 39259477 +16 11116 39719765 +17 11640 40181862 +18 12147 40674850 +19 12636 41082129 +20 13111 41576686 +21 13572 42012330 +22 14039 42502451 +23 14500 42999022 +24 14921 43441049 +25 15344 43893111 +26 15770 44339814 +27 16173 44734088 +28 16581 45116142 +29 16966 45554039 +30 17355 45967394 +31 17749 46396074 +32 18134 46819123 +33 18509 47256234 +34 18870 47671091 +35 19219 48039048 +36 19581 48455270 +37 19935 48891221 +38 20276 49335500 +39 20618 49708817 +40 20957 50147908 +41 21279 50555596 +42 21599 50961715 +43 21901 51343667 +44 22194 51766886 +45 22486 52139554 +46 22767 52532087 +47 23032 52916770 +48 23279 53310907 +49 23515 53642717 +50 23741 54017570 +51 23942 54428706 +Hits Total +2293 2810 +Percent Hit: 81.6014% +Fitness +0.998778 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +956 173 1337 343 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.959395 0.998359 0 17.5531 3.34637 27 4 45 5 0.959395 0.998359 0 17.5531 3.34637 27 4 45 5 +1 0 0.990287 0.998423 0 15.7232 3.41505 29 4 39 6 0.974837 0.998423 0 16.6382 3.3807 29 4 45 5 +2 0 0.992177 0.998479 0 14.9484 3.46531 27 4 40 6 0.980619 0.998479 0 16.075 3.40894 27 4 45 5 +3 0 0.992602 0.998525 0.0166267 14.2663 3.47844 26 4 33 6 0.983612 0.998525 0 15.6228 3.42628 26 4 45 5 +4 0 0.993239 0.99856 0.0249375 13.6788 3.47374 25 4 34 6 0.985543 0.99856 0 15.234 3.43582 25 4 45 5 +5 0 0.994275 0.998583 0.06546 13.0536 3.44343 24 4 38 7 0.986992 0.998583 0 14.8706 3.43703 24 4 45 5 +6 0 0.994788 0.99861 0.108035 12.4755 3.40062 24 4 38 7 0.988113 0.99861 0 14.5285 3.43186 24 4 45 5 +7 0 0.99527 0.998621 0.149642 11.8902 3.35349 24 4 33 7 0.989008 0.998621 0 14.1987 3.42205 24 4 45 5 +8 0 0.995317 0.998643 0.124652 11.317 3.29349 24 5 29 6 0.989709 0.998643 0 13.8784 3.40776 24 5 45 5 +9 0 0.99575 0.998653 0.196532 10.8137 3.22972 23 5 30 7 0.99031 0.998653 0 13.5719 3.38993 23 5 45 5 +10 0 0.99549 0.998658 0.182599 10.4197 3.1727 23 5 30 6 0.990787 0.998658 0 13.2854 3.37021 23 5 45 5 +11 0 0.996015 0.998663 0.263007 9.91457 3.08833 23 5 29 6 0.991221 0.998663 0 13.0045 3.3467 23 5 45 5 +12 0 0.996227 0.998675 0.207133 9.55807 3.02803 23 5 28 6 0.991606 0.998675 0 12.7394 3.32218 23 5 45 5 +13 0 0.996338 0.998683 0.282668 9.22753 2.97486 23 5 29 6 0.991943 0.998683 0 12.4885 3.29738 23 5 45 5 +14 0 0.996091 0.998693 0.207663 8.83943 2.90529 23 5 28 6 0.992222 0.998693 0 12.2453 3.27128 23 5 45 5 +15 0 0.99665 0.998701 0.340639 8.48281 2.83672 23 5 23 6 0.992496 0.998701 0 12.0102 3.24408 23 5 45 5 +16 0 0.996574 0.998704 0.34814 8.22654 2.77503 23 5 22 6 0.992735 0.998704 0 11.7875 3.21653 23 5 45 5 +17 0 0.996786 0.998709 0.431973 7.84917 2.69195 23 5 19 5 0.992965 0.998709 0 11.5688 3.18736 23 5 45 5 +18 0 0.997043 0.998709 0.506448 7.60182 2.6298 22 5 19 5 0.993175 0.998709 0 11.36 3.15807 22 5 45 5 +19 0 0.996938 0.998713 0.398994 7.35367 2.56678 21 5 19 5 0.993362 0.998713 0 11.1597 3.12844 21 5 45 5 +20 0 0.997016 0.998715 0.465422 7.16722 2.51977 21 5 19 5 0.99354 0.998715 0 10.9696 3.09947 21 5 45 5 +21 0 0.996873 0.998722 0.439902 6.95001 2.46263 20 5 20 5 0.993689 0.998722 0 10.7868 3.07054 20 5 45 5 +22 0 0.997028 0.998732 0.440421 6.74787 2.41218 21 5 19 5 0.993834 0.998732 0 10.6112 3.04192 21 5 45 5 +23 0 0.997036 0.998733 0.465495 6.53928 2.35667 21 5 17 5 0.993964 0.998733 0 10.4415 3.01337 21 5 45 5 +24 0 0.997033 0.998733 0.456892 6.36154 2.31113 20 5 18 5 0.99409 0.998733 0 10.2784 2.98528 20 5 45 5 +25 0 0.996954 0.998735 0.457067 6.20203 2.27137 20 5 15 4 0.994199 0.998735 0 10.1216 2.95781 20 5 45 5 +26 0 0.997215 0.998738 0.573536 6.05218 2.22675 20 5 17 5 0.994315 0.998738 0 9.97085 2.93074 20 5 45 5 +27 0 0.997343 0.99874 0.627041 5.91207 2.1946 20 5 14 4 0.994427 0.99874 0 9.82592 2.90442 20 5 45 5 +28 0 0.997336 0.998744 0.552487 5.81688 2.16911 20 5 14 4 0.994521 0.998744 0 9.68766 2.8791 20 5 45 5 +29 0 0.997282 0.998748 0.547284 5.71666 2.13738 21 5 13 4 0.994613 0.998748 0 9.5553 2.85436 21 5 45 5 +30 0 0.997162 0.998749 0.556836 5.63621 2.11253 20 5 14 4 0.994699 0.998749 0 9.42884 2.83045 20 5 45 5 +31 0 0.997529 0.998753 0.714771 5.52047 2.07938 20 5 12 4 0.994786 0.998753 0 9.30673 2.80694 20 5 45 5 +32 0 0.997427 0.998753 0.671517 5.48725 2.07114 20 5 12 4 0.99487 0.998753 0 9.19103 2.78465 20 5 45 5 +33 0 0.997513 0.998756 0.664322 5.39358 2.04406 20 5 12 4 0.994941 0.998756 0 9.07929 2.76289 20 5 45 5 +34 0 0.997458 0.998757 0.655906 5.30378 2.01759 20 5 12 4 0.995015 0.998757 0 8.97142 2.74156 20 5 45 5 +35 0 0.997515 0.998758 0.656345 5.25648 2.00025 20 5 12 4 0.995088 0.998758 0 8.86829 2.72099 20 5 45 5 +36 0 0.997511 0.998758 0.731097 5.20172 1.98605 20 5 11 3 0.995147 0.998758 0 8.76914 2.70112 20 5 45 5 +37 0 0.997533 0.998758 0.681244 5.16824 1.97263 20 5 13 4 0.995212 0.998758 0 8.67441 2.68195 20 5 45 5 +38 0 0.997306 0.99876 0.556492 5.10938 1.95713 20 5 11 4 0.995265 0.99876 0 8.58298 2.66335 20 5 45 5 +39 0 0.997367 0.99876 0.589933 5.06627 1.94438 20 5 12 4 0.995321 0.99876 0 8.49507 2.64533 20 5 45 5 +40 0 0.997442 0.998763 0.639658 5.00352 1.92347 20 5 11 4 0.995371 0.998763 0 8.40988 2.62775 20 5 45 5 +41 0 0.997349 0.998764 0.573545 4.99571 1.91846 19 5 10 3 0.995418 0.998764 0 8.32857 2.61088 19 5 45 5 +42 0 0.997546 0.998766 0.698169 4.9679 1.90534 19 5 10 3 0.995469 0.998766 0 8.25045 2.5945 19 5 45 5 +43 0 0.997463 0.998767 0.623233 4.93704 1.89224 19 5 11 4 0.995512 0.998767 0 8.17516 2.57857 19 5 45 5 +44 0 0.997468 0.998767 0.693716 4.94549 1.89075 19 5 11 3 0.995559 0.998767 0 8.1034 2.56325 19 5 45 5 +45 0 0.997484 0.998771 0.656568 4.97006 1.89938 19 5 11 4 0.995598 0.998771 0 8.03528 2.54879 19 5 45 5 +46 0 0.997559 0.998772 0.6976 4.98259 1.90468 19 5 11 3 0.995638 0.998772 0 7.97032 2.53512 19 5 45 5 +47 0 0.997552 0.998773 0.681022 4.94383 1.88991 19 5 10 3 0.995682 0.998773 0 7.90726 2.52169 19 5 45 5 +48 0 0.997604 0.998773 0.685208 4.9142 1.88112 19 5 10 3 0.995722 0.998773 0 7.84619 2.50859 19 5 45 5 +49 0 0.997573 0.998773 0.701412 4.89578 1.87704 19 5 12 4 0.995756 0.998773 0 7.78719 2.49597 19 5 45 5 +50 0 0.99735 0.998776 0.606636 4.87922 1.8717 19 5 12 4 0.99579 0.998776 0 7.73015 2.48374 19 5 45 5 diff --git a/Seminar/5gen/normal 120/aggregated_best_hits.tsv b/Seminar/5gen/normal 120/aggregated_best_hits.tsv new file mode 100644 index 0000000..a7c83df --- /dev/null +++ b/Seminar/5gen/normal 120/aggregated_best_hits.tsv @@ -0,0 +1,179 @@ +Run Remaining Subpopulations +0 0 +1 0 +2 0 +3 0 +4 0 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 25661 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 30654464 +2 1413 32227328 +3 2324 32751616 +4 3321 32739328 +5 3841 33787904 +6 4662 34574336 +7 5003 34574336 +8 5693 35360768 +9 6226 35885056 +10 6812 35602432 +11 7434 36388864 +12 8005 36913152 +13 8513 37437440 +14 9060 37961728 +15 9669 38748160 +16 10190 39272448 +17 10699 40058880 +18 11238 40583168 +19 11874 41369600 +20 12395 41631744 +21 12915 41893888 +22 13383 42418176 +23 13907 42680320 +24 14245 43192320 +25 14652 43978752 +26 15027 43978752 +27 15377 44240896 +28 15897 44462080 +29 16470 44724224 +30 17055 45248512 +31 17642 46034944 +32 17953 47083520 +33 18289 47607808 +34 18712 48132096 +35 18984 48656384 +36 19515 49180672 +37 20073 49180672 +38 20342 48914432 +39 20774 49176576 +40 21263 49700864 +41 21604 49700864 +42 21924 49963008 +43 22125 51011584 +44 22428 51535872 +45 22844 51789824 +46 23187 52576256 +47 23528 53362688 +48 23744 53624832 +49 24008 54149120 +50 24204 54411264 +51 24324 54411264 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 0 +Wall Time (ms): 0 +CPU Cycles: 0 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 30654464 +2 1413 32227328 +3 2324 32751616 +4 3321 32739328 +5 3841 33787904 +6 4662 34574336 +7 5003 34574336 +8 5693 35360768 +9 6226 35885056 +10 6812 35602432 +11 7434 36388864 +12 8005 36913152 +13 8513 37437440 +14 9060 37961728 +15 9669 38748160 +16 10190 39272448 +17 10699 40058880 +18 11238 40583168 +19 11874 41369600 +20 12395 41631744 +21 12915 41893888 +22 13383 42418176 +23 13907 42680320 +24 14245 43192320 +25 14652 43978752 +26 15027 43978752 +27 15377 44240896 +28 15897 44462080 +29 16470 44724224 +30 17055 45248512 +31 17642 46034944 +32 17953 47083520 +33 18289 47607808 +34 18712 48132096 +35 18984 48656384 +36 19515 49180672 +37 20073 49180672 +38 20342 48914432 +39 20774 49176576 +40 21263 49700864 +41 21604 49700864 +42 21924 49963008 +43 22125 51011584 +44 22428 51535872 +45 22844 51789824 +46 23187 52576256 +47 23528 53362688 +48 23744 53624832 +49 24008 54149120 +50 24204 54411264 +51 24324 54411264 +Hits Total +2606 2810 +Percent Hit: 92.7402% +Fitness +0.998925 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1012 88 1594 116 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9706 0.9981 0 16.62 3.211 11 3 46 6 0.9706 0.9981 0 16.62 3.211 11 3 46 6 +1 0 0.9956 0.9982 0 14.852 3.169 6 3 74 6 0.9831 0.9982 0 15.736 3.19 6 3 46 6 +2 0 0.9956 0.9982 0 14.554 3.291 6 3 85 9 0.9872 0.9982 0 15.342 3.224 6 3 46 6 +3 0 0.9956 0.9982 0 14.049 3.284 6 3 15 4 0.9893 0.9982 0 15.019 3.239 6 3 46 6 +4 0 0.9893 0.9988 0 13.539 3.25 3 1 26 5 0.9893 0.9988 0 14.723 3.241 3 1 46 6 +5 0 0.9906 0.9988 0 12.195 3.069 3 1 43 10 0.9895 0.9988 0 14.301 3.212 3 1 46 6 +6 0 0.9943 0.9988 0 11.438 3.046 3 1 25 7 0.9902 0.9988 0 13.892 3.189 3 1 46 6 +7 0 0.9968 0.9988 0 10.334 2.901 3 1 29 10 0.991 0.9988 0 13.447 3.153 3 1 46 6 +8 0 0.9956 0.9988 0 9.07 2.7 3 1 17 5 0.9915 0.9988 0 12.961 3.102 3 1 46 6 +9 0 0.9981 0.9988 0.9978 8.524 2.631 3 1 4 2 0.9922 0.9988 0 12.517 3.055 3 1 46 6 +10 0 0.9968 0.9988 0 8.53 2.725 3 1 8 4 0.9926 0.9988 0 12.155 3.025 3 1 46 6 +11 0 0.9956 0.9988 0 8.711 2.821 3 1 17 5 0.9929 0.9988 0 11.868 3.008 3 1 46 6 +12 0 0.9968 0.9988 0 9.185 2.814 3 1 52 7 0.9932 0.9988 0 11.662 2.993 3 1 46 6 +13 0 0.9956 0.9988 0 8.481 2.712 3 1 8 5 0.9933 0.9988 0 11.434 2.973 3 1 46 6 +14 0 0.9968 0.9988 0 8.681 2.784 3 1 73 7 0.9936 0.9988 0 11.251 2.961 3 1 46 6 +15 0 0.9956 0.9988 0 7.879 2.625 3 1 21 8 0.9937 0.9988 0 11.04 2.94 3 1 46 6 +16 0 0.9968 0.9988 0 7.961 2.679 3 1 48 8 0.9939 0.9988 0 10.859 2.924 3 1 46 6 +17 0 0.9956 0.9989 0 7.749 2.625 12 4 52 8 0.994 0.9989 0 10.686 2.908 12 4 46 6 +18 0 0.9981 0.9989 0.9952 7.577 2.611 12 4 6 2 0.9942 0.9989 0 10.523 2.892 12 4 46 6 +19 0 0.9956 0.9989 0 7.4 2.544 12 4 44 9 0.9943 0.9989 0 10.366 2.875 12 4 46 6 +20 0 0.9968 0.9989 0 7.446 2.53 12 4 26 5 0.9944 0.9989 0 10.227 2.858 12 4 46 6 +21 0 0.9981 0.9989 0.9977 7.772 2.559 12 4 9 4 0.9945 0.9989 0 10.116 2.845 12 4 46 6 +22 0 0.9943 0.9989 0 7.37 2.481 15 4 24 6 0.9945 0.9989 0 9.996 2.829 15 4 46 6 +23 0 0.9968 0.9989 0 6.923 2.304 15 4 26 7 0.9946 0.9989 0 9.868 2.807 15 4 46 6 +24 0 0.9968 0.9989 0 6.985 2.294 15 4 11 5 0.9947 0.9989 0 9.753 2.786 15 4 46 6 +25 0 0.9981 0.9989 0.9979 7.135 2.342 15 4 15 5 0.9948 0.9989 0 9.652 2.769 15 4 46 6 +26 0 0.9981 0.9989 0.9979 7.02 2.362 15 4 24 5 0.995 0.9989 0 9.555 2.754 15 4 46 6 +27 0 0.9981 0.9989 0.9979 7.293 2.34 15 4 7 2 0.9951 0.9989 0 9.474 2.739 15 4 46 6 +28 0 0.9981 0.9989 0.9973 8.136 2.47 15 4 4 2 0.9952 0.9989 0 9.428 2.73 15 4 46 6 +29 0 0.9981 0.9989 0.9972 7.199 2.397 14 4 19 5 0.9953 0.9989 0 9.354 2.719 14 4 46 6 +30 0 0.9981 0.9989 0.9979 7.586 2.425 14 4 26 7 0.9954 0.9989 0 9.297 2.71 14 4 46 6 +31 0 0.9981 0.9989 0.9979 7.869 2.534 14 4 3 1 0.9955 0.9989 0 9.252 2.704 14 4 46 6 +32 0 0.9968 0.9989 0 7.704 2.475 14 4 19 6 0.9955 0.9989 0 9.205 2.697 14 4 46 6 +33 0 0.9968 0.9989 0 7.46 2.556 14 4 14 4 0.9955 0.9989 0 9.154 2.693 14 4 46 6 +34 0 0.9981 0.9989 0.9978 7.353 2.546 14 4 3 1 0.9956 0.9989 0 9.102 2.689 14 4 46 6 +35 0 0.9968 0.9989 0 7.279 2.58 14 4 11 5 0.9956 0.9989 0 9.052 2.686 14 4 46 6 +36 0 0.9981 0.9989 0.9971 7.111 2.535 14 4 7 3 0.9957 0.9989 0 8.999 2.682 14 4 46 6 +37 0 0.9981 0.9989 0.9963 6.968 2.481 14 4 4 2 0.9958 0.9989 0 8.946 2.676 14 4 46 6 +38 0 0.9956 0.9989 0 6.289 2.248 14 4 21 7 0.9958 0.9989 0 8.878 2.665 14 4 46 6 +39 0 0.9981 0.9989 0.9979 5.848 2.205 14 4 10 4 0.9958 0.9989 0 8.802 2.654 14 4 46 6 +40 0 0.9981 0.9989 0.9979 5.479 2.101 14 4 1 0 0.9959 0.9989 0 8.721 2.64 14 4 46 6 +41 0 0.9956 0.9989 0 5.362 2.079 14 4 7 3 0.9959 0.9989 0 8.641 2.627 14 4 46 6 +42 0 0.9968 0.9989 0 5.259 2.055 14 4 13 5 0.9959 0.9989 0 8.562 2.614 14 4 46 6 +43 0 0.9968 0.9989 0 5.336 2.11 14 4 7 3 0.9959 0.9989 0 8.489 2.602 14 4 46 6 +44 0 0.9981 0.9989 0.9974 5.219 2.07 14 4 4 2 0.996 0.9989 0 8.416 2.591 14 4 46 6 +45 0 0.9981 0.9989 0.9979 4.906 1.893 14 4 4 2 0.996 0.9989 0 8.34 2.575 14 4 46 6 +46 0 0.9981 0.9989 0.9979 4.85 1.846 14 4 4 2 0.996 0.9989 0 8.266 2.56 14 4 46 6 +47 0 0.9968 0.9989 0 4.864 1.864 14 4 18 8 0.9961 0.9989 0 8.195 2.545 14 4 46 6 +48 0 0.9981 0.9989 0.9974 4.79 1.84 14 4 4 2 0.9961 0.9989 0 8.125 2.531 14 4 46 6 +49 0 0.9981 0.9989 0.9974 4.754 1.876 14 4 4 2 0.9961 0.9989 0 8.058 2.518 14 4 46 6 +50 0 0.9981 0.9989 0.9974 4.591 1.792 14 4 4 2 0.9962 0.9989 0 7.99 2.504 14 4 46 6 diff --git a/Seminar/5gen/pyrimd 10 5gen/aggregated_all.tsv b/Seminar/5gen/pyrimd 10 5gen/aggregated_all.tsv new file mode 100644 index 0000000..c30a1b7 --- /dev/null +++ b/Seminar/5gen/pyrimd 10 5gen/aggregated_all.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +25 1 +26 1 +27 1 +28 1 +29 1 +Timer Name Value +CPU Time (ns): 22009749421 +Wall Time (ms): 1613 +CPU Cycles: 77077778910460031 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 305045504 +2 105 319987712 +3 180 325492736 +4 260 331259904 +5 329 337813504 +6 381 344891392 +7 506 244314112 +8 552 249257984 +9 596 251342848 +10 637 255275008 +11 670 258682880 +12 749 188321792 +13 781 191205376 +14 808 193040384 +15 834 194600960 +16 856 196435968 +17 919 118927360 +18 940 119975936 +19 960 121548800 +20 982 122859520 +21 1002 124694528 +22 1052 83828736 +23 1069 85139456 +24 1088 85401600 +25 1108 85635072 +26 1127 86421504 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Aggregation Count: 10 +Timer Name Value +CPU Time (ns): 2200974942 +Wall Time (ms): 833 +CPU Cycles: 7707777891046003 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30504550 +2 105 31998771 +3 180 32549273 +4 260 33125990 +5 329 33781350 +6 381 34489139 +7 506 34902016 +8 552 35608283 +9 596 35906121 +10 637 36467858 +11 670 36954697 +12 749 37664358 +13 781 38241075 +14 808 38608076 +15 834 38920192 +16 856 39287193 +17 919 39642453 +18 940 39991978 +19 960 40516266 +20 982 40953173 +21 1002 41564842 +22 1052 41914368 +23 1069 42569728 +24 1088 42700800 +25 1108 42817536 +26 1127 43210752 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Hits Total +1965 2810 +Percent Hit: 69.9288% +Fitness +0.998546 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +758 368 1207 476 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.95982 0.99827 0 17.7084 3.3594 22 3 54 5 0.95982 0.99827 0 17.7084 3.3594 22 3 54 5 +1 0 0.98976 0.99831 0 15.9374 3.4383 26 4 34 5 0.97481 0.99831 0 16.823 3.3987 26 4 54 5 +2 0 0.99212 0.9984 0 14.7519 3.4622 27 4 32 6 0.98057 0.9984 0 16.1326 3.42 27 4 54 5 +3 0 0.99352 0.99846 0 14.0519 3.4974 25 4 37 7 0.98381 0.99846 0 15.6125 3.4394 25 4 54 5 +4 0 0.99377 0.9985 0 13.1673 3.4307 23 4 31 6 0.98581 0.9985 0 15.1233 3.4375 23 4 54 5 +5 0 0.69687 0.69902 0.09973 8.6938 2.3624 14 3 27 4 0.69094 0.69902 0 10.2015 2.3856 14 3 42 4 +6 0 0.69686 0.69903 0.19949 8.2494 2.3306 14 3 25 4 0.69179 0.69903 0 9.9227 2.3778 14 3 42 4 +7 0 0.69585 0.69904 0.19949 8.0061 2.3074 16 3 27 5 0.69229 0.69904 0 9.6832 2.3691 16 3 42 4 +8 0 0.69638 0.69905 0 7.5371 2.2441 16 3 21 4 0.69276 0.69905 0 9.4448 2.3552 16 3 42 4 +9 0 0.69737 0.69907 0.09978 7.2011 2.2162 14 3 10 3 0.69322 0.69907 0 9.2204 2.3413 14 3 42 4 +10 0 0.49814 0.49937 0.19958 4.6413 1.4963 8 1 15 3 0.4953 0.49937 0 6.4413 1.6752 8 1 28 3 +11 0 0.49727 0.49937 0 4.3841 1.4472 8 1 6 2 0.49547 0.49937 0 6.2697 1.6562 8 1 28 3 +12 0 0.49788 0.49937 0.0998 4.3955 1.4488 8 1 12 2 0.49565 0.49937 0 6.1256 1.6401 8 1 28 3 +13 0 0.49864 0.49937 0.19957 4.108 1.3875 8 1 8 2 0.49586 0.49937 0 5.9815 1.6221 8 1 28 3 +14 0 0.49801 0.49937 0.09977 4.1119 1.4016 8 1 7 2 0.496 0.49937 0 5.8568 1.6075 8 1 28 3 +15 0 0.29904 0.29963 0.09978 2.2335 0.7957 3 1 3 1 0.29765 0.29963 0 3.4326 0.954 3 1 14 1 +16 0 0.29916 0.29963 0.19954 2.166 0.7721 3 1 6 1 0.29774 0.29963 0 3.3581 0.9433 3 1 14 1 +17 0 0.29917 0.29963 0.09973 2.1171 0.7649 3 1 3 1 0.29782 0.29963 0 3.2891 0.9334 3 1 14 1 +18 0 0.29916 0.29963 0.19952 1.9845 0.7336 3 1 4 1 0.29789 0.29963 0 3.2205 0.9229 3 1 14 1 +19 0 0.29929 0.29963 0.19953 1.8857 0.7145 3 1 6 1 0.29796 0.29963 0 3.1538 0.9125 3 1 14 1 +20 0 0.19949 0.19976 0.09978 1.304 0.497 2 0 2 0 0.19865 0.19976 0 2.0769 0.6154 2 0 11 1 +21 0 0.19936 0.19976 0 1.2992 0.4974 2 0 5 2 0.19868 0.19976 0 2.0415 0.6101 2 0 11 1 +22 0 0.1996 0.19976 0.19312 1.2608 0.4849 2 0 3 0 0.19872 0.19976 0 2.0076 0.6046 2 0 11 1 +23 0 0.1996 0.19976 0.19313 1.2194 0.472 2 0 2 0 0.19875 0.19976 0 1.9747 0.5991 2 0 11 1 +24 0 0.19949 0.19976 0.09978 1.1912 0.4658 2 0 3 1 0.19878 0.19976 0 1.9434 0.5938 2 0 11 1 +25 0 0.09968 0.09988 0 0.6379 0.2464 2 0 2 0 0.09943 0.09988 0 0.966 0.3044 2 0 6 0 +26 0 0.0998 0.09988 0.09977 0.6315 0.2422 2 0 1 0 0.09945 0.09988 0 0.9536 0.3021 2 0 6 0 +27 0 0.0998 0.09988 0.09976 0.6067 0.2295 2 0 0 0 0.09946 0.09988 0 0.9412 0.2995 2 0 6 0 +28 0 0.0998 0.09988 0.09979 0.5311 0.2035 2 0 1 0 0.09947 0.09988 0 0.9271 0.2962 2 0 6 0 +29 0 0.09955 0.09988 0 0.5188 0.2006 2 0 2 0 0.09947 0.09988 0 0.9134 0.293 2 0 6 0 +30 0 0.0998 0.09988 0.0998 0.5264 0.206 2 0 0 0 0.09948 0.09988 0 0.901 0.2902 2 0 6 0 +31 0 0.0998 0.09988 0.0998 0.5402 0.2131 2 0 0 0 0.09949 0.09988 0 0.8897 0.2878 2 0 6 0 +32 0 0.0998 0.09988 0.0998 0.5232 0.2059 2 0 0 0 0.0995 0.09988 0 0.8786 0.2853 2 0 6 0 +33 0 0.0998 0.09988 0.09978 0.4918 0.1907 2 0 0 0 0.09951 0.09988 0 0.8672 0.2826 2 0 6 0 +34 0 0.0998 0.09988 0.09978 0.5101 0.1969 2 0 0 0 0.09952 0.09988 0 0.857 0.2801 2 0 6 0 +35 0 0.0998 0.09988 0.09975 0.5495 0.2109 2 0 0 0 0.09953 0.09988 0 0.8485 0.2782 2 0 6 0 +36 0 0.09968 0.09988 0 0.5714 0.2144 2 0 3 0 0.09953 0.09988 0 0.841 0.2765 2 0 6 0 +37 0 0.0998 0.09988 0.0998 0.5591 0.2112 2 0 1 0 0.09954 0.09988 0 0.8336 0.2747 2 0 6 0 +38 0 0.0998 0.09988 0.0997 0.598 0.2257 2 0 0 0 0.09955 0.09988 0 0.8275 0.2735 2 0 6 0 +39 0 0.09968 0.09988 0 0.589 0.228 2 0 2 0 0.09955 0.09988 0 0.8216 0.2724 2 0 6 0 +40 0 0.09968 0.09988 0 0.531 0.2091 2 0 0 0 0.09955 0.09988 0 0.8145 0.2708 2 0 6 0 +41 0 0.09955 0.09988 0 0.4934 0.1966 2 0 1 0 0.09955 0.09988 0 0.8068 0.269 2 0 6 0 +42 0 0.0998 0.09988 0.0998 0.4925 0.1962 2 0 1 0 0.09956 0.09988 0 0.7995 0.2674 2 0 6 0 +43 0 0.0998 0.09988 0.09977 0.4939 0.1931 2 0 0 0 0.09956 0.09988 0 0.7926 0.2657 2 0 6 0 +44 0 0.0998 0.09988 0.0998 0.4955 0.198 2 0 0 0 0.09957 0.09988 0 0.786 0.2642 2 0 6 0 +45 0 0.09968 0.09988 0 0.503 0.2021 2 0 1 0 0.09957 0.09988 0 0.7798 0.2628 2 0 6 0 +46 0 0.0998 0.09988 0.0998 0.4841 0.1958 2 0 0 0 0.09958 0.09988 0 0.7735 0.2614 2 0 6 0 +47 0 0.0998 0.09988 0.0998 0.4765 0.1886 2 0 0 0 0.09958 0.09988 0 0.7673 0.2599 2 0 6 0 +48 0 0.0998 0.09988 0.0998 0.4543 0.1759 2 0 0 0 0.09959 0.09988 0 0.7609 0.2582 2 0 6 0 +49 0 0.0998 0.09988 0.0998 0.4782 0.184 2 0 0 0 0.09959 0.09988 0 0.7553 0.2567 2 0 6 0 +50 0 0.0998 0.09988 0.09977 0.4777 0.187 2 0 1 0 0.09959 0.09988 0 0.7498 0.2553 2 0 6 0 diff --git a/Seminar/5gen/pyrimd 10 5gen/aggregated_best_fitness.tsv b/Seminar/5gen/pyrimd 10 5gen/aggregated_best_fitness.tsv new file mode 100644 index 0000000..9acb5b4 --- /dev/null +++ b/Seminar/5gen/pyrimd 10 5gen/aggregated_best_fitness.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +25 1 +26 1 +27 1 +28 1 +29 1 +Timer Name Value +CPU Time (ns): 4975914686 +Wall Time (ms): 1613 +CPU Cycles: 7707781161032204 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30650368 +2 75 31698944 +3 129 32223232 +4 213 32747520 +5 274 33796096 +6 336 34058240 +7 499 34582528 +8 538 35106816 +9 573 35631104 +10 613 36155392 +11 650 36679680 +12 751 37203968 +13 780 37728256 +14 812 37990400 +15 840 38776832 +16 858 39301120 +17 925 39563264 +18 949 40087552 +19 973 40873984 +20 997 41398272 +21 1018 41660416 +22 1053 41398272 +23 1073 42446848 +24 1094 42708992 +25 1117 42942464 +26 1137 43466752 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 4975914686 +Wall Time (ms): 1561 +CPU Cycles: 7707781161032204 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30650368 +2 75 31698944 +3 129 32223232 +4 213 32747520 +5 274 33796096 +6 336 34058240 +7 499 34582528 +8 538 35106816 +9 573 35631104 +10 613 36155392 +11 650 36679680 +12 751 37203968 +13 780 37728256 +14 812 37990400 +15 840 38776832 +16 858 39301120 +17 925 39563264 +18 949 40087552 +19 973 40873984 +20 997 41398272 +21 1018 41660416 +22 1053 41398272 +23 1073 42446848 +24 1094 42708992 +25 1117 42942464 +26 1137 43466752 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Hits Total +2211 2810 +Percent Hit: 78.6833% +Fitness +0.998778 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1116 9 1095 590 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9605 0.9985 0 17.564 3.384 15 3 62 6 0.9605 0.9985 0 17.564 3.384 15 3 62 6 +1 0 0.9905 0.9985 0 16.044 3.489 15 3 48 8 0.9755 0.9985 0 16.804 3.436 15 3 62 6 +2 0 0.983 0.9985 0 14.831 3.534 15 3 54 6 0.978 0.9985 0 16.146 3.469 15 3 62 6 +3 0 0.9955 0.9987 0 13.34 3.56 3 1 36 9 0.9824 0.9987 0 15.445 3.492 3 1 62 6 +4 0 0.9943 0.9987 0 12.511 3.524 3 1 17 5 0.9848 0.9987 0 14.858 3.498 3 1 62 6 +5 0 0.9943 0.9987 0 11.77 3.446 3 1 16 5 0.9864 0.9987 0 14.343 3.489 3 1 62 6 +6 0 0.9968 0.9987 0 10.953 3.335 3 1 20 6 0.9878 0.9987 0 13.859 3.467 3 1 62 6 +7 0 0.9955 0.9988 0 10.553 3.271 25 8 28 10 0.9888 0.9988 0 13.446 3.443 25 8 62 6 +8 0 0.9955 0.9988 0 9.859 3.134 25 8 27 6 0.9896 0.9988 0 13.047 3.408 25 8 62 6 +9 0 0.9968 0.9988 0 9.41 3.11 25 8 10 4 0.9903 0.9988 0 12.683 3.379 25 8 62 6 +10 0 0.9968 0.9988 0 9.174 3.075 25 8 40 9 0.9909 0.9988 0 12.364 3.351 25 8 62 6 +11 0 0.9955 0.9988 0 8.706 3.006 25 8 12 5 0.9913 0.9988 0 12.059 3.322 25 8 62 6 +12 0 0.993 0.9988 0 8.855 3.044 25 8 14 8 0.9914 0.9988 0 11.813 3.301 25 8 62 6 +13 0 0.9968 0.9988 0 8.125 2.816 25 8 8 3 0.9918 0.9988 0 11.55 3.266 25 8 62 6 +14 0 0.998 0.9988 0.9977 8.154 2.844 25 8 10 4 0.9922 0.9988 0 11.323 3.238 25 8 62 6 +15 0 0.9968 0.9988 0 7.851 2.812 25 8 12 5 0.9925 0.9988 0 11.106 3.211 25 8 62 6 +16 0 0.998 0.9988 0.998 7.926 2.849 25 8 3 1 0.9928 0.9988 0 10.919 3.19 25 8 62 6 +17 0 0.9968 0.9988 0 8.216 2.938 25 8 9 3 0.993 0.9988 0 10.769 3.176 25 8 62 6 +18 0 0.998 0.9988 0.9974 7.812 2.869 25 8 22 9 0.9933 0.9988 0 10.613 3.16 25 8 62 6 +19 0 0.9968 0.9988 0 7.457 2.855 25 8 13 5 0.9935 0.9988 0 10.456 3.145 25 8 62 6 +20 0 0.9968 0.9988 0 7.372 2.824 25 8 15 5 0.9936 0.9988 0 10.309 3.129 25 8 62 6 +21 0 0.9968 0.9988 0 7.439 2.855 25 8 34 15 0.9938 0.9988 0 10.178 3.117 25 8 62 6 +22 0 0.998 0.9988 0.9979 7.133 2.757 25 8 9 3 0.9939 0.9988 0 10.046 3.101 25 8 62 6 +23 0 0.998 0.9988 0.998 6.995 2.706 25 8 3 1 0.9941 0.9988 0 9.919 3.085 25 8 62 6 +24 0 0.9968 0.9988 0 6.723 2.654 25 8 7 3 0.9942 0.9988 0 9.791 3.068 25 8 62 6 +25 0 0.9968 0.9988 0 6.379 2.464 25 8 28 8 0.9943 0.9988 0 9.66 3.044 25 8 62 6 +26 0 0.998 0.9988 0.9977 6.315 2.422 25 8 12 4 0.9945 0.9988 0 9.536 3.021 25 8 62 6 +27 0 0.998 0.9988 0.9976 6.067 2.295 25 8 7 2 0.9946 0.9988 0 9.412 2.995 25 8 62 6 +28 0 0.998 0.9988 0.9979 5.311 2.035 25 8 16 6 0.9947 0.9988 0 9.271 2.962 25 8 62 6 +29 0 0.9955 0.9988 0 5.188 2.006 25 8 20 6 0.9947 0.9988 0 9.134 2.93 25 8 62 6 +30 0 0.998 0.9988 0.998 5.264 2.06 25 8 3 1 0.9948 0.9988 0 9.01 2.902 25 8 62 6 +31 0 0.998 0.9988 0.998 5.402 2.131 25 8 8 4 0.9949 0.9988 0 8.897 2.878 25 8 62 6 +32 0 0.998 0.9988 0.998 5.232 2.059 25 8 5 2 0.995 0.9988 0 8.786 2.853 25 8 62 6 +33 0 0.998 0.9988 0.9978 4.918 1.907 25 8 7 3 0.9951 0.9988 0 8.672 2.826 25 8 62 6 +34 0 0.998 0.9988 0.9978 5.101 1.969 25 8 3 1 0.9952 0.9988 0 8.57 2.801 25 8 62 6 +35 0 0.998 0.9988 0.9975 5.495 2.109 25 8 4 2 0.9953 0.9988 0 8.485 2.782 25 8 62 6 +36 0 0.9968 0.9988 0 5.714 2.144 25 8 37 9 0.9953 0.9988 0 8.41 2.765 25 8 62 6 +37 0 0.998 0.9988 0.998 5.591 2.112 25 8 14 5 0.9954 0.9988 0 8.336 2.747 25 8 62 6 +38 0 0.998 0.9988 0.997 5.98 2.257 25 8 4 2 0.9955 0.9988 0 8.275 2.735 25 8 62 6 +39 0 0.9968 0.9988 0 5.89 2.28 25 8 29 7 0.9955 0.9988 0 8.216 2.724 25 8 62 6 +40 0 0.9968 0.9988 0 5.31 2.091 25 8 7 3 0.9955 0.9988 0 8.145 2.708 25 8 62 6 +41 0 0.9955 0.9988 0 4.934 1.966 25 8 11 6 0.9955 0.9988 0 8.068 2.69 25 8 62 6 +42 0 0.998 0.9988 0.998 4.925 1.962 25 8 10 4 0.9956 0.9988 0 7.995 2.674 25 8 62 6 +43 0 0.998 0.9988 0.9977 4.939 1.931 25 8 5 2 0.9956 0.9988 0 7.926 2.657 25 8 62 6 +44 0 0.998 0.9988 0.998 4.955 1.98 25 8 3 1 0.9957 0.9988 0 7.86 2.642 25 8 62 6 +45 0 0.9968 0.9988 0 5.03 2.021 25 8 16 7 0.9957 0.9988 0 7.798 2.628 25 8 62 6 +46 0 0.998 0.9988 0.998 4.841 1.958 25 8 5 2 0.9958 0.9988 0 7.735 2.614 25 8 62 6 +47 0 0.998 0.9988 0.998 4.765 1.886 25 8 5 2 0.9958 0.9988 0 7.673 2.599 25 8 62 6 +48 0 0.998 0.9988 0.998 4.543 1.759 25 8 1 0 0.9959 0.9988 0 7.609 2.582 25 8 62 6 +49 0 0.998 0.9988 0.998 4.782 1.84 25 8 7 4 0.9959 0.9988 0 7.553 2.567 25 8 62 6 +50 0 0.998 0.9988 0.9977 4.777 1.87 25 8 12 4 0.9959 0.9988 0 7.498 2.553 25 8 62 6 diff --git a/Seminar/5gen/pyrimd 10 5gen/aggregated_best_generations.tsv b/Seminar/5gen/pyrimd 10 5gen/aggregated_best_generations.tsv new file mode 100644 index 0000000..9acb5b4 --- /dev/null +++ b/Seminar/5gen/pyrimd 10 5gen/aggregated_best_generations.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +25 1 +26 1 +27 1 +28 1 +29 1 +Timer Name Value +CPU Time (ns): 4975914686 +Wall Time (ms): 1613 +CPU Cycles: 7707781161032204 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30650368 +2 75 31698944 +3 129 32223232 +4 213 32747520 +5 274 33796096 +6 336 34058240 +7 499 34582528 +8 538 35106816 +9 573 35631104 +10 613 36155392 +11 650 36679680 +12 751 37203968 +13 780 37728256 +14 812 37990400 +15 840 38776832 +16 858 39301120 +17 925 39563264 +18 949 40087552 +19 973 40873984 +20 997 41398272 +21 1018 41660416 +22 1053 41398272 +23 1073 42446848 +24 1094 42708992 +25 1117 42942464 +26 1137 43466752 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 4975914686 +Wall Time (ms): 1561 +CPU Cycles: 7707781161032204 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30650368 +2 75 31698944 +3 129 32223232 +4 213 32747520 +5 274 33796096 +6 336 34058240 +7 499 34582528 +8 538 35106816 +9 573 35631104 +10 613 36155392 +11 650 36679680 +12 751 37203968 +13 780 37728256 +14 812 37990400 +15 840 38776832 +16 858 39301120 +17 925 39563264 +18 949 40087552 +19 973 40873984 +20 997 41398272 +21 1018 41660416 +22 1053 41398272 +23 1073 42446848 +24 1094 42708992 +25 1117 42942464 +26 1137 43466752 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Hits Total +2211 2810 +Percent Hit: 78.6833% +Fitness +0.998778 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1116 9 1095 590 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9605 0.9985 0 17.564 3.384 15 3 62 6 0.9605 0.9985 0 17.564 3.384 15 3 62 6 +1 0 0.9905 0.9985 0 16.044 3.489 15 3 48 8 0.9755 0.9985 0 16.804 3.436 15 3 62 6 +2 0 0.983 0.9985 0 14.831 3.534 15 3 54 6 0.978 0.9985 0 16.146 3.469 15 3 62 6 +3 0 0.9955 0.9987 0 13.34 3.56 3 1 36 9 0.9824 0.9987 0 15.445 3.492 3 1 62 6 +4 0 0.9943 0.9987 0 12.511 3.524 3 1 17 5 0.9848 0.9987 0 14.858 3.498 3 1 62 6 +5 0 0.9943 0.9987 0 11.77 3.446 3 1 16 5 0.9864 0.9987 0 14.343 3.489 3 1 62 6 +6 0 0.9968 0.9987 0 10.953 3.335 3 1 20 6 0.9878 0.9987 0 13.859 3.467 3 1 62 6 +7 0 0.9955 0.9988 0 10.553 3.271 25 8 28 10 0.9888 0.9988 0 13.446 3.443 25 8 62 6 +8 0 0.9955 0.9988 0 9.859 3.134 25 8 27 6 0.9896 0.9988 0 13.047 3.408 25 8 62 6 +9 0 0.9968 0.9988 0 9.41 3.11 25 8 10 4 0.9903 0.9988 0 12.683 3.379 25 8 62 6 +10 0 0.9968 0.9988 0 9.174 3.075 25 8 40 9 0.9909 0.9988 0 12.364 3.351 25 8 62 6 +11 0 0.9955 0.9988 0 8.706 3.006 25 8 12 5 0.9913 0.9988 0 12.059 3.322 25 8 62 6 +12 0 0.993 0.9988 0 8.855 3.044 25 8 14 8 0.9914 0.9988 0 11.813 3.301 25 8 62 6 +13 0 0.9968 0.9988 0 8.125 2.816 25 8 8 3 0.9918 0.9988 0 11.55 3.266 25 8 62 6 +14 0 0.998 0.9988 0.9977 8.154 2.844 25 8 10 4 0.9922 0.9988 0 11.323 3.238 25 8 62 6 +15 0 0.9968 0.9988 0 7.851 2.812 25 8 12 5 0.9925 0.9988 0 11.106 3.211 25 8 62 6 +16 0 0.998 0.9988 0.998 7.926 2.849 25 8 3 1 0.9928 0.9988 0 10.919 3.19 25 8 62 6 +17 0 0.9968 0.9988 0 8.216 2.938 25 8 9 3 0.993 0.9988 0 10.769 3.176 25 8 62 6 +18 0 0.998 0.9988 0.9974 7.812 2.869 25 8 22 9 0.9933 0.9988 0 10.613 3.16 25 8 62 6 +19 0 0.9968 0.9988 0 7.457 2.855 25 8 13 5 0.9935 0.9988 0 10.456 3.145 25 8 62 6 +20 0 0.9968 0.9988 0 7.372 2.824 25 8 15 5 0.9936 0.9988 0 10.309 3.129 25 8 62 6 +21 0 0.9968 0.9988 0 7.439 2.855 25 8 34 15 0.9938 0.9988 0 10.178 3.117 25 8 62 6 +22 0 0.998 0.9988 0.9979 7.133 2.757 25 8 9 3 0.9939 0.9988 0 10.046 3.101 25 8 62 6 +23 0 0.998 0.9988 0.998 6.995 2.706 25 8 3 1 0.9941 0.9988 0 9.919 3.085 25 8 62 6 +24 0 0.9968 0.9988 0 6.723 2.654 25 8 7 3 0.9942 0.9988 0 9.791 3.068 25 8 62 6 +25 0 0.9968 0.9988 0 6.379 2.464 25 8 28 8 0.9943 0.9988 0 9.66 3.044 25 8 62 6 +26 0 0.998 0.9988 0.9977 6.315 2.422 25 8 12 4 0.9945 0.9988 0 9.536 3.021 25 8 62 6 +27 0 0.998 0.9988 0.9976 6.067 2.295 25 8 7 2 0.9946 0.9988 0 9.412 2.995 25 8 62 6 +28 0 0.998 0.9988 0.9979 5.311 2.035 25 8 16 6 0.9947 0.9988 0 9.271 2.962 25 8 62 6 +29 0 0.9955 0.9988 0 5.188 2.006 25 8 20 6 0.9947 0.9988 0 9.134 2.93 25 8 62 6 +30 0 0.998 0.9988 0.998 5.264 2.06 25 8 3 1 0.9948 0.9988 0 9.01 2.902 25 8 62 6 +31 0 0.998 0.9988 0.998 5.402 2.131 25 8 8 4 0.9949 0.9988 0 8.897 2.878 25 8 62 6 +32 0 0.998 0.9988 0.998 5.232 2.059 25 8 5 2 0.995 0.9988 0 8.786 2.853 25 8 62 6 +33 0 0.998 0.9988 0.9978 4.918 1.907 25 8 7 3 0.9951 0.9988 0 8.672 2.826 25 8 62 6 +34 0 0.998 0.9988 0.9978 5.101 1.969 25 8 3 1 0.9952 0.9988 0 8.57 2.801 25 8 62 6 +35 0 0.998 0.9988 0.9975 5.495 2.109 25 8 4 2 0.9953 0.9988 0 8.485 2.782 25 8 62 6 +36 0 0.9968 0.9988 0 5.714 2.144 25 8 37 9 0.9953 0.9988 0 8.41 2.765 25 8 62 6 +37 0 0.998 0.9988 0.998 5.591 2.112 25 8 14 5 0.9954 0.9988 0 8.336 2.747 25 8 62 6 +38 0 0.998 0.9988 0.997 5.98 2.257 25 8 4 2 0.9955 0.9988 0 8.275 2.735 25 8 62 6 +39 0 0.9968 0.9988 0 5.89 2.28 25 8 29 7 0.9955 0.9988 0 8.216 2.724 25 8 62 6 +40 0 0.9968 0.9988 0 5.31 2.091 25 8 7 3 0.9955 0.9988 0 8.145 2.708 25 8 62 6 +41 0 0.9955 0.9988 0 4.934 1.966 25 8 11 6 0.9955 0.9988 0 8.068 2.69 25 8 62 6 +42 0 0.998 0.9988 0.998 4.925 1.962 25 8 10 4 0.9956 0.9988 0 7.995 2.674 25 8 62 6 +43 0 0.998 0.9988 0.9977 4.939 1.931 25 8 5 2 0.9956 0.9988 0 7.926 2.657 25 8 62 6 +44 0 0.998 0.9988 0.998 4.955 1.98 25 8 3 1 0.9957 0.9988 0 7.86 2.642 25 8 62 6 +45 0 0.9968 0.9988 0 5.03 2.021 25 8 16 7 0.9957 0.9988 0 7.798 2.628 25 8 62 6 +46 0 0.998 0.9988 0.998 4.841 1.958 25 8 5 2 0.9958 0.9988 0 7.735 2.614 25 8 62 6 +47 0 0.998 0.9988 0.998 4.765 1.886 25 8 5 2 0.9958 0.9988 0 7.673 2.599 25 8 62 6 +48 0 0.998 0.9988 0.998 4.543 1.759 25 8 1 0 0.9959 0.9988 0 7.609 2.582 25 8 62 6 +49 0 0.998 0.9988 0.998 4.782 1.84 25 8 7 4 0.9959 0.9988 0 7.553 2.567 25 8 62 6 +50 0 0.998 0.9988 0.9977 4.777 1.87 25 8 12 4 0.9959 0.9988 0 7.498 2.553 25 8 62 6 diff --git a/Seminar/5gen/pyrimd 10 5gen/aggregated_best_hits.tsv b/Seminar/5gen/pyrimd 10 5gen/aggregated_best_hits.tsv new file mode 100644 index 0000000..9acb5b4 --- /dev/null +++ b/Seminar/5gen/pyrimd 10 5gen/aggregated_best_hits.tsv @@ -0,0 +1,204 @@ +Run Remaining Subpopulations +0 10 +1 10 +2 10 +3 10 +4 10 +5 7 +6 7 +7 7 +8 7 +9 7 +10 5 +11 5 +12 5 +13 5 +14 5 +15 3 +16 3 +17 3 +18 3 +19 3 +20 2 +21 2 +22 2 +23 2 +24 2 +25 1 +26 1 +27 1 +28 1 +29 1 +Timer Name Value +CPU Time (ns): 4975914686 +Wall Time (ms): 1613 +CPU Cycles: 7707781161032204 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30650368 +2 75 31698944 +3 129 32223232 +4 213 32747520 +5 274 33796096 +6 336 34058240 +7 499 34582528 +8 538 35106816 +9 573 35631104 +10 613 36155392 +11 650 36679680 +12 751 37203968 +13 780 37728256 +14 812 37990400 +15 840 38776832 +16 858 39301120 +17 925 39563264 +18 949 40087552 +19 973 40873984 +20 997 41398272 +21 1018 41660416 +22 1053 41398272 +23 1073 42446848 +24 1094 42708992 +25 1117 42942464 +26 1137 43466752 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 4975914686 +Wall Time (ms): 1561 +CPU Cycles: 7707781161032204 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 4 30650368 +2 75 31698944 +3 129 32223232 +4 213 32747520 +5 274 33796096 +6 336 34058240 +7 499 34582528 +8 538 35106816 +9 573 35631104 +10 613 36155392 +11 650 36679680 +12 751 37203968 +13 780 37728256 +14 812 37990400 +15 840 38776832 +16 858 39301120 +17 925 39563264 +18 949 40087552 +19 973 40873984 +20 997 41398272 +21 1018 41660416 +22 1053 41398272 +23 1073 42446848 +24 1094 42708992 +25 1117 42942464 +26 1137 43466752 +27 1165 43728896 +28 1183 43991040 +29 1202 44515328 +30 1219 45039616 +31 1235 45301760 +32 1259 45563904 +33 1269 45563904 +34 1285 46075904 +35 1302 46600192 +36 1317 46821376 +37 1333 47083520 +38 1351 47869952 +39 1369 48132096 +40 1387 48656384 +41 1405 49180672 +42 1416 49442816 +43 1432 49967104 +44 1442 50229248 +45 1458 50753536 +46 1474 51015680 +47 1490 51539968 +48 1505 51781632 +49 1514 52043776 +50 1530 52305920 +51 1547 52568064 +Hits Total +2211 2810 +Percent Hit: 78.6833% +Fitness +0.998778 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1116 9 1095 590 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9605 0.9985 0 17.564 3.384 15 3 62 6 0.9605 0.9985 0 17.564 3.384 15 3 62 6 +1 0 0.9905 0.9985 0 16.044 3.489 15 3 48 8 0.9755 0.9985 0 16.804 3.436 15 3 62 6 +2 0 0.983 0.9985 0 14.831 3.534 15 3 54 6 0.978 0.9985 0 16.146 3.469 15 3 62 6 +3 0 0.9955 0.9987 0 13.34 3.56 3 1 36 9 0.9824 0.9987 0 15.445 3.492 3 1 62 6 +4 0 0.9943 0.9987 0 12.511 3.524 3 1 17 5 0.9848 0.9987 0 14.858 3.498 3 1 62 6 +5 0 0.9943 0.9987 0 11.77 3.446 3 1 16 5 0.9864 0.9987 0 14.343 3.489 3 1 62 6 +6 0 0.9968 0.9987 0 10.953 3.335 3 1 20 6 0.9878 0.9987 0 13.859 3.467 3 1 62 6 +7 0 0.9955 0.9988 0 10.553 3.271 25 8 28 10 0.9888 0.9988 0 13.446 3.443 25 8 62 6 +8 0 0.9955 0.9988 0 9.859 3.134 25 8 27 6 0.9896 0.9988 0 13.047 3.408 25 8 62 6 +9 0 0.9968 0.9988 0 9.41 3.11 25 8 10 4 0.9903 0.9988 0 12.683 3.379 25 8 62 6 +10 0 0.9968 0.9988 0 9.174 3.075 25 8 40 9 0.9909 0.9988 0 12.364 3.351 25 8 62 6 +11 0 0.9955 0.9988 0 8.706 3.006 25 8 12 5 0.9913 0.9988 0 12.059 3.322 25 8 62 6 +12 0 0.993 0.9988 0 8.855 3.044 25 8 14 8 0.9914 0.9988 0 11.813 3.301 25 8 62 6 +13 0 0.9968 0.9988 0 8.125 2.816 25 8 8 3 0.9918 0.9988 0 11.55 3.266 25 8 62 6 +14 0 0.998 0.9988 0.9977 8.154 2.844 25 8 10 4 0.9922 0.9988 0 11.323 3.238 25 8 62 6 +15 0 0.9968 0.9988 0 7.851 2.812 25 8 12 5 0.9925 0.9988 0 11.106 3.211 25 8 62 6 +16 0 0.998 0.9988 0.998 7.926 2.849 25 8 3 1 0.9928 0.9988 0 10.919 3.19 25 8 62 6 +17 0 0.9968 0.9988 0 8.216 2.938 25 8 9 3 0.993 0.9988 0 10.769 3.176 25 8 62 6 +18 0 0.998 0.9988 0.9974 7.812 2.869 25 8 22 9 0.9933 0.9988 0 10.613 3.16 25 8 62 6 +19 0 0.9968 0.9988 0 7.457 2.855 25 8 13 5 0.9935 0.9988 0 10.456 3.145 25 8 62 6 +20 0 0.9968 0.9988 0 7.372 2.824 25 8 15 5 0.9936 0.9988 0 10.309 3.129 25 8 62 6 +21 0 0.9968 0.9988 0 7.439 2.855 25 8 34 15 0.9938 0.9988 0 10.178 3.117 25 8 62 6 +22 0 0.998 0.9988 0.9979 7.133 2.757 25 8 9 3 0.9939 0.9988 0 10.046 3.101 25 8 62 6 +23 0 0.998 0.9988 0.998 6.995 2.706 25 8 3 1 0.9941 0.9988 0 9.919 3.085 25 8 62 6 +24 0 0.9968 0.9988 0 6.723 2.654 25 8 7 3 0.9942 0.9988 0 9.791 3.068 25 8 62 6 +25 0 0.9968 0.9988 0 6.379 2.464 25 8 28 8 0.9943 0.9988 0 9.66 3.044 25 8 62 6 +26 0 0.998 0.9988 0.9977 6.315 2.422 25 8 12 4 0.9945 0.9988 0 9.536 3.021 25 8 62 6 +27 0 0.998 0.9988 0.9976 6.067 2.295 25 8 7 2 0.9946 0.9988 0 9.412 2.995 25 8 62 6 +28 0 0.998 0.9988 0.9979 5.311 2.035 25 8 16 6 0.9947 0.9988 0 9.271 2.962 25 8 62 6 +29 0 0.9955 0.9988 0 5.188 2.006 25 8 20 6 0.9947 0.9988 0 9.134 2.93 25 8 62 6 +30 0 0.998 0.9988 0.998 5.264 2.06 25 8 3 1 0.9948 0.9988 0 9.01 2.902 25 8 62 6 +31 0 0.998 0.9988 0.998 5.402 2.131 25 8 8 4 0.9949 0.9988 0 8.897 2.878 25 8 62 6 +32 0 0.998 0.9988 0.998 5.232 2.059 25 8 5 2 0.995 0.9988 0 8.786 2.853 25 8 62 6 +33 0 0.998 0.9988 0.9978 4.918 1.907 25 8 7 3 0.9951 0.9988 0 8.672 2.826 25 8 62 6 +34 0 0.998 0.9988 0.9978 5.101 1.969 25 8 3 1 0.9952 0.9988 0 8.57 2.801 25 8 62 6 +35 0 0.998 0.9988 0.9975 5.495 2.109 25 8 4 2 0.9953 0.9988 0 8.485 2.782 25 8 62 6 +36 0 0.9968 0.9988 0 5.714 2.144 25 8 37 9 0.9953 0.9988 0 8.41 2.765 25 8 62 6 +37 0 0.998 0.9988 0.998 5.591 2.112 25 8 14 5 0.9954 0.9988 0 8.336 2.747 25 8 62 6 +38 0 0.998 0.9988 0.997 5.98 2.257 25 8 4 2 0.9955 0.9988 0 8.275 2.735 25 8 62 6 +39 0 0.9968 0.9988 0 5.89 2.28 25 8 29 7 0.9955 0.9988 0 8.216 2.724 25 8 62 6 +40 0 0.9968 0.9988 0 5.31 2.091 25 8 7 3 0.9955 0.9988 0 8.145 2.708 25 8 62 6 +41 0 0.9955 0.9988 0 4.934 1.966 25 8 11 6 0.9955 0.9988 0 8.068 2.69 25 8 62 6 +42 0 0.998 0.9988 0.998 4.925 1.962 25 8 10 4 0.9956 0.9988 0 7.995 2.674 25 8 62 6 +43 0 0.998 0.9988 0.9977 4.939 1.931 25 8 5 2 0.9956 0.9988 0 7.926 2.657 25 8 62 6 +44 0 0.998 0.9988 0.998 4.955 1.98 25 8 3 1 0.9957 0.9988 0 7.86 2.642 25 8 62 6 +45 0 0.9968 0.9988 0 5.03 2.021 25 8 16 7 0.9957 0.9988 0 7.798 2.628 25 8 62 6 +46 0 0.998 0.9988 0.998 4.841 1.958 25 8 5 2 0.9958 0.9988 0 7.735 2.614 25 8 62 6 +47 0 0.998 0.9988 0.998 4.765 1.886 25 8 5 2 0.9958 0.9988 0 7.673 2.599 25 8 62 6 +48 0 0.998 0.9988 0.998 4.543 1.759 25 8 1 0 0.9959 0.9988 0 7.609 2.582 25 8 62 6 +49 0 0.998 0.9988 0.998 4.782 1.84 25 8 7 4 0.9959 0.9988 0 7.553 2.567 25 8 62 6 +50 0 0.998 0.9988 0.9977 4.777 1.87 25 8 12 4 0.9959 0.9988 0 7.498 2.553 25 8 62 6 diff --git a/Seminar/pyrimd 5gen/.~lock.aggregated_all.ods# b/Seminar/5gen/pyrimd 120 5gen/.~lock.aggregated_all.ods# similarity index 100% rename from Seminar/pyrimd 5gen/.~lock.aggregated_all.ods# rename to Seminar/5gen/pyrimd 120 5gen/.~lock.aggregated_all.ods# diff --git a/Seminar/pyrimd 5gen/.~lock.aggregated_best_generations.tsv# b/Seminar/5gen/pyrimd 120 5gen/.~lock.aggregated_best_generations.tsv# similarity index 100% rename from Seminar/pyrimd 5gen/.~lock.aggregated_best_generations.tsv# rename to Seminar/5gen/pyrimd 120 5gen/.~lock.aggregated_best_generations.tsv# diff --git a/Seminar/pyrimd 5gen/aggregated_all.ods b/Seminar/5gen/pyrimd 120 5gen/aggregated_all.ods similarity index 100% rename from Seminar/pyrimd 5gen/aggregated_all.ods rename to Seminar/5gen/pyrimd 120 5gen/aggregated_all.ods diff --git a/Seminar/5gen/pyrimd 120 5gen/aggregated_all.tsv b/Seminar/5gen/pyrimd 120 5gen/aggregated_all.tsv new file mode 100644 index 0000000..8f4c4b5 --- /dev/null +++ b/Seminar/5gen/pyrimd 120 5gen/aggregated_all.tsv @@ -0,0 +1,229 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 95 +6 95 +7 95 +8 95 +9 95 +10 74 +11 74 +12 74 +13 74 +14 74 +15 59 +16 59 +17 59 +18 59 +19 59 +20 45 +21 45 +22 45 +23 45 +24 45 +25 35 +26 35 +27 35 +28 35 +29 35 +30 27 +31 27 +32 27 +33 27 +34 27 +35 21 +36 21 +37 21 +38 21 +39 21 +40 16 +41 16 +42 16 +43 16 +44 16 +45 12 +46 12 +47 12 +48 12 +49 12 +50 0 +51 0 +52 0 +53 0 +54 0 +Timer Name Value +CPU Time (ns): 148934383421 +Wall Time (ms): 15521 +CPU Cycles: 277487712736266844 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 3621625856 +2 1404 3814764544 +3 2242 3893571584 +4 3052 3964989440 +5 3817 4038201344 +6 4323 4106678272 +7 5797 3299028992 +8 6399 3357278208 +9 6932 3403423744 +10 7445 3456917504 +11 7790 3505537024 +12 8805 2768883712 +13 9130 2803015680 +14 9472 2839576576 +15 9769 2875256832 +16 9982 2911272960 +17 10739 2346393600 +18 10968 2373844992 +19 11206 2399567872 +20 11411 2428551168 +21 11531 2453245952 +22 12106 1888313344 +23 12241 1910071296 +24 12385 1929691136 +25 12510 1949020160 +26 12602 1971560448 +27 13021 1544597504 +28 13127 1557667840 +29 13233 1572052992 +30 13317 1585876992 +31 13383 1599373312 +32 13706 1249251328 +33 13790 1259413504 +34 13874 1270423552 +35 13949 1281683456 +36 13999 1294004224 +37 14213 1013911552 +38 14279 1021231104 +39 14348 1031680000 +40 14403 1040330752 +41 14443 1046618112 +42 14622 807456768 +43 14673 814489600 +44 14722 819208192 +45 14769 826273792 +46 14810 833314816 +47 14961 628391936 +48 15000 633331712 +49 15038 639610880 +50 15078 645373952 +51 15099 649547776 +Aggregation Count: 120 +Timer Name Value +CPU Time (ns): 1241119861 +Wall Time (ms): 4068 +CPU Cycles: 2312397606135557 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 9 30180215 +2 1404 31789704 +3 2242 32446429 +4 3052 33041578 +5 3817 33651677 +6 4323 34222318 +7 5797 34726620 +8 6399 35339770 +9 6932 35825513 +10 7445 36388605 +11 7790 36900389 +12 8805 37417347 +13 9130 37878590 +14 9472 38372656 +15 9769 38854822 +16 9982 39341526 +17 10739 39769383 +18 10968 40234660 +19 11206 40670641 +20 11411 41161884 +21 11531 41580439 +22 12106 41962518 +23 12241 42446028 +24 12385 42882025 +25 12510 43311559 +26 12602 43812454 +27 13021 44131357 +28 13127 44504795 +29 13233 44915799 +30 13317 45310771 +31 13383 45696380 +32 13706 46268567 +33 13790 46644944 +34 13874 47052724 +35 13949 47469757 +36 13999 47926082 +37 14213 48281502 +38 14279 48630052 +39 14348 49127619 +40 14403 49539559 +41 14443 49838957 +42 14622 50466048 +43 14673 50905600 +44 14722 51200512 +45 14769 51642112 +46 14810 52082176 +47 14961 52365994 +48 15000 52777642 +49 15038 53300906 +50 15078 53781162 +51 15099 54128981 +Hits Total +2093 2810 +Percent Hit: 74.484% +Fitness +0.998625 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +829 298 1264 418 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.959269 0.998369 0 17.4506 3.34057 22 3 46 5 0.959269 0.998369 0 17.4506 3.34057 22 3 46 5 +1 0 0.990889 0.998446 0 15.5135 3.3978 24 4 37 6 0.975079 0.998446 0 16.4821 3.36918 24 4 46 5 +2 0 0.992299 0.998492 0.00831583 14.8023 3.44152 23 4 31 5 0.98082 0.998492 0 15.9221 3.39326 23 4 46 5 +3 0 0.993287 0.998548 0.0655267 14.1022 3.45558 23 4 35 6 0.983936 0.998548 0 15.4671 3.40885 23 4 46 5 +4 0 0.993419 0.99858 0.0495017 13.4242 3.43343 24 4 34 6 0.985836 0.99858 0 15.0586 3.41372 24 4 46 5 +5 0 0.787102 0.790609 0.0665008 10.0853 2.68612 18 3 26 5 0.781558 0.790609 0 11.5884 2.70027 18 3 36 4 +6 0 0.787489 0.790619 0.0664692 9.64962 2.66007 19 3 25 5 0.782405 0.790619 0 11.3115 2.69452 19 3 36 4 +7 0 0.787567 0.790624 0.0745925 9.18833 2.62505 18 4 25 5 0.783048 0.790624 0 11.046 2.68582 18 4 36 4 +8 0 0.787938 0.790628 0.0996617 8.82835 2.58383 17 3 26 5 0.783593 0.790628 0 10.7997 2.67448 17 3 36 4 +9 0 0.788318 0.790633 0.166233 8.46366 2.54275 17 3 23 5 0.784064 0.790633 0 10.566 2.66132 17 3 36 4 +10 0 0.613902 0.615895 0.0738442 6.33189 1.93121 13 3 23 4 0.610968 0.615895 0 8.12686 2.06679 13 3 27 3 +11 0 0.614263 0.615897 0.115428 6.08014 1.89503 13 3 16 3 0.611245 0.615897 0 7.95628 2.0525 13 3 27 3 +12 0 0.61438 0.6159 0.161259 5.75333 1.83954 13 3 18 4 0.611483 0.6159 0 7.78683 2.03609 13 3 27 3 +13 0 0.614488 0.615902 0.191131 5.55782 1.79457 13 3 15 3 0.611703 0.615902 0 7.6276 2.01883 13 3 27 3 +14 0 0.614464 0.615903 0.199401 5.31647 1.74321 13 3 16 4 0.611881 0.615903 0 7.47347 2.00049 13 3 27 3 +15 0 0.489832 0.491073 0.157776 4.02592 1.34902 11 2 11 3 0.48802 0.491073 0 5.80298 1.5746 11 2 22 2 +16 0 0.490012 0.491073 0.149651 3.88379 1.319 11 2 9 2 0.488139 0.491073 0 5.69009 1.55961 11 2 22 2 +17 0 0.490113 0.491073 0.18212 3.75419 1.28819 11 2 12 2 0.488246 0.491073 0 5.58253 1.54454 11 2 22 2 +18 0 0.49025 0.491073 0.248587 3.63364 1.26375 11 2 10 2 0.488354 0.491073 0 5.47996 1.52975 11 2 22 2 +19 0 0.490157 0.491075 0.199483 3.535 1.24067 11 2 10 2 0.488443 0.491075 0 5.38274 1.51528 11 2 22 2 +20 0 0.373881 0.37456 0.149619 2.66519 0.939883 9 2 7 2 0.37259 0.37456 0 4.04479 1.14756 9 2 17 2 +21 0 0.373948 0.37456 0.214829 2.58346 0.919633 9 2 7 1 0.372654 0.37456 0 3.97837 1.13717 9 2 17 2 +22 0 0.373917 0.37456 0.191037 2.48472 0.89425 9 2 6 1 0.372711 0.37456 0 3.91344 1.12665 9 2 17 2 +23 0 0.373887 0.37456 0.182858 2.41367 0.875908 9 2 5 1 0.372759 0.37456 0 3.85091 1.11617 9 2 17 2 +24 0 0.373983 0.37456 0.199485 2.39471 0.872383 9 2 7 1 0.372809 0.37456 0 3.79265 1.10646 9 2 17 2 +25 0 0.290814 0.291334 0.13303 1.84663 0.676483 7 1 4 1 0.289976 0.291334 0 2.90996 0.855758 7 1 12 1 +26 0 0.290756 0.291335 0.10806 1.79712 0.662867 7 1 4 1 0.290002 0.291335 0 2.86875 0.8486 7 1 12 1 +27 0 0.290794 0.291335 0.141295 1.74986 0.646042 7 1 4 1 0.290032 0.291335 0 2.8288 0.841383 7 1 12 1 +28 0 0.290979 0.291335 0.216042 1.72961 0.638617 7 1 3 1 0.290063 0.291335 0 2.79087 0.834383 7 1 12 1 +29 0 0.290963 0.291335 0.207624 1.70403 0.630625 7 1 5 1 0.290094 0.291335 0 2.75465 0.827583 7 1 12 1 +30 0 0.224375 0.224748 0.116352 1.32722 0.489225 5 1 3 1 0.223807 0.224748 0 2.14205 0.645375 5 1 9 1 +31 0 0.224437 0.224748 0.14131 1.29442 0.4783 5 1 3 1 0.223827 0.224748 0 2.11553 0.640133 5 1 9 1 +32 0 0.224417 0.224748 0.132633 1.27518 0.473383 5 1 3 1 0.223843 0.224748 0 2.09008 0.635058 5 1 9 1 +33 0 0.224343 0.224748 0.0827175 1.27408 0.475567 5 1 2 1 0.223858 0.224748 0 2.06608 0.630392 5 1 9 1 +34 0 0.224419 0.224749 0.149644 1.28598 0.4762 5 1 3 1 0.223873 0.224749 0 2.04378 0.625983 5 1 9 1 +35 0 0.174465 0.174808 0.0748208 0.957858 0.36195 4 1 2 0 0.174139 0.174808 0 1.56906 0.482933 4 1 7 0 +36 0 0.174579 0.174808 0.132858 0.932192 0.356083 4 1 2 0 0.174151 0.174808 0 1.55184 0.479533 4 1 7 0 +37 0 0.174558 0.174808 0.116336 0.924817 0.352767 4 1 1 0 0.17416 0.174808 0 1.53533 0.476192 4 1 7 0 +38 0 0.174559 0.174808 0.116322 0.9094 0.349208 4 1 1 0 0.17417 0.174808 0 1.51931 0.472917 4 1 7 0 +39 0 0.174598 0.174808 0.132982 0.912092 0.347533 4 1 1 0 0.174183 0.174808 0 1.50412 0.469783 4 1 7 0 +40 0 0.133047 0.133187 0.116398 0.7019 0.265725 3 0 0 0 0.132713 0.133187 0 1.15833 0.360475 3 0 4 0 +41 0 0.132986 0.133187 0.0914258 0.708225 0.266425 3 0 1 0 0.132719 0.133187 0 1.14762 0.358242 3 0 4 0 +42 0 0.132994 0.133187 0.0747767 0.70275 0.264842 3 0 1 0 0.132725 0.133187 0 1.13727 0.356075 3 0 4 0 +43 0 0.132974 0.133187 0.07482 0.695583 0.26245 3 0 1 0 0.132733 0.133187 0 1.12723 0.353933 3 0 4 0 +44 0 0.132984 0.133187 0.0830767 0.692075 0.261033 3 0 1 0 0.132737 0.133187 0 1.11755 0.351883 3 0 4 0 +45 0 0.0997492 0.09989 0.0665092 0.515042 0.196725 2 0 1 0 0.0995583 0.09989 0 0.822142 0.260758 2 0 3 0 +46 0 0.0997817 0.09989 0.0830925 0.514533 0.196158 2 0 0 0 0.0995633 0.09989 0 0.8156 0.259383 2 0 3 0 +47 0 0.0997283 0.09989 0.0581917 0.508958 0.193725 2 0 1 0 0.0995667 0.09989 0 0.809217 0.258025 2 0 3 0 +48 0 0.0997483 0.09989 0.0581975 0.49785 0.18915 2 0 1 0 0.0995717 0.09989 0 0.802867 0.256617 2 0 3 0 +49 0 0.09976 0.09989 0.06652 0.491042 0.186758 2 0 1 0 0.099575 0.09989 0 0.796625 0.255208 2 0 3 0 +50 0 0.0748408 0.0749175 0.0665158 0.351283 0.135142 1 0 0 0 0.0746833 0.0749175 0 0.593125 0.189875 1 0 2 0 diff --git a/Seminar/5gen/pyrimd 120 5gen/aggregated_best_fitness.tsv b/Seminar/5gen/pyrimd 120 5gen/aggregated_best_fitness.tsv new file mode 100644 index 0000000..913a30b --- /dev/null +++ b/Seminar/5gen/pyrimd 120 5gen/aggregated_best_fitness.tsv @@ -0,0 +1,229 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 95 +6 95 +7 95 +8 95 +9 95 +10 74 +11 74 +12 74 +13 74 +14 74 +15 59 +16 59 +17 59 +18 59 +19 59 +20 45 +21 45 +22 45 +23 45 +24 45 +25 35 +26 35 +27 35 +28 35 +29 35 +30 27 +31 27 +32 27 +33 27 +34 27 +35 21 +36 21 +37 21 +38 21 +39 21 +40 16 +41 16 +42 16 +43 16 +44 16 +45 12 +46 12 +47 12 +48 12 +49 12 +50 0 +51 0 +52 0 +53 0 +54 0 +Timer Name Value +CPU Time (ns): 5716574924 +Wall Time (ms): 15521 +CPU Cycles: 7708002679423244 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 13 30625792 +2 1707 31936512 +3 2759 32198656 +4 3721 32722944 +5 4451 33247232 +6 4797 33509376 +7 6225 34295808 +8 6948 34820096 +9 7539 35606528 +10 8011 36130816 +11 8229 36655104 +12 8974 36655104 +13 9449 37441536 +14 9791 38227968 +15 10148 38752256 +16 10341 39276544 +17 11132 39800832 +18 11388 40325120 +19 11686 40587264 +20 11862 41373696 +21 11919 41897984 +22 12327 42422272 +23 12415 42684416 +24 12492 43208704 +25 12642 43995136 +26 12779 44781568 +27 13261 45305856 +28 13308 46092288 +29 13420 46092288 +30 13505 46092288 +31 13593 46616576 +32 13942 46878720 +33 14009 46862336 +34 14091 47386624 +35 14162 48173056 +36 14241 48697344 +37 14474 49221632 +38 14537 49221632 +39 14599 49745920 +40 14675 50270208 +41 14698 50270208 +42 14901 50532352 +43 14950 51056640 +44 15019 51580928 +45 15055 51843072 +46 15086 52367360 +47 15202 52629504 +48 15242 52625408 +49 15272 52879360 +50 15331 53403648 +51 15352 53653504 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 5716574924 +Wall Time (ms): 15439 +CPU Cycles: 7708002679423244 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 13 30625792 +2 1707 31936512 +3 2759 32198656 +4 3721 32722944 +5 4451 33247232 +6 4797 33509376 +7 6225 34295808 +8 6948 34820096 +9 7539 35606528 +10 8011 36130816 +11 8229 36655104 +12 8974 36655104 +13 9449 37441536 +14 9791 38227968 +15 10148 38752256 +16 10341 39276544 +17 11132 39800832 +18 11388 40325120 +19 11686 40587264 +20 11862 41373696 +21 11919 41897984 +22 12327 42422272 +23 12415 42684416 +24 12492 43208704 +25 12642 43995136 +26 12779 44781568 +27 13261 45305856 +28 13308 46092288 +29 13420 46092288 +30 13505 46092288 +31 13593 46616576 +32 13942 46878720 +33 14009 46862336 +34 14091 47386624 +35 14162 48173056 +36 14241 48697344 +37 14474 49221632 +38 14537 49221632 +39 14599 49745920 +40 14675 50270208 +41 14698 50270208 +42 14901 50532352 +43 14950 51056640 +44 15019 51580928 +45 15055 51843072 +46 15086 52367360 +47 15202 52629504 +48 15242 52625408 +49 15272 52879360 +50 15331 53403648 +51 15352 53653504 +Hits Total +2600 2810 +Percent Hit: 92.5267% +Fitness +0.998926 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +983 122 1617 88 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9594 0.9989 0 17.569 3.3 11 3 76 6 0.9594 0.9989 0 17.569 3.3 11 3 76 6 +1 0 0.9956 0.9989 0 15.312 3.295 11 3 46 6 0.9775 0.9989 0 16.441 3.297 11 3 76 6 +2 0 0.9893 0.9989 0 15.822 3.478 11 3 21 5 0.9814 0.9989 0 16.235 3.357 11 3 76 6 +3 0 0.9931 0.9989 0 16.012 3.587 11 3 10 4 0.9843 0.9989 0 16.179 3.415 11 3 76 6 +4 0 0.9918 0.9989 0 14.293 3.484 11 3 10 4 0.9858 0.9989 0 15.802 3.429 11 3 76 6 +5 0 0.9968 0.9989 0 13.831 3.46 11 3 80 12 0.9877 0.9989 0 15.473 3.434 11 3 76 6 +6 0 0.9918 0.9989 0 14.133 3.596 11 3 45 6 0.9882 0.9989 0 15.282 3.457 11 3 76 6 +7 0 0.9968 0.9989 0 13.895 3.619 11 3 39 9 0.9893 0.9989 0 15.108 3.477 11 3 76 6 +8 0 0.998 0.9989 0.9902 12.676 3.41 11 3 13 4 0.9903 0.9989 0 14.838 3.47 11 3 76 6 +9 0 0.9943 0.9989 0 13.014 3.385 11 3 59 8 0.9907 0.9989 0 14.656 3.461 11 3 76 6 +10 0 0.9943 0.9989 0 12.425 3.271 11 3 38 11 0.991 0.9989 0 14.453 3.444 11 3 76 6 +11 0 0.9956 0.9989 0 11.821 3.276 11 3 15 5 0.9914 0.9989 0 14.234 3.43 11 3 76 6 +12 0 0.9931 0.9989 0 10.39 3.083 11 3 30 9 0.9915 0.9989 0 13.938 3.403 11 3 76 6 +13 0 0.9968 0.9989 0 10.299 3.034 11 3 22 6 0.9919 0.9989 0 13.678 3.377 11 3 76 6 +14 0 0.9955 0.9989 0 9.136 2.73 11 3 35 10 0.9921 0.9989 0 13.375 3.334 11 3 76 6 +15 0 0.9981 0.9989 0.9976 8.185 2.661 11 3 9 4 0.9925 0.9989 0 13.051 3.292 11 3 76 6 +16 0 0.9943 0.9989 0 8.203 2.658 11 3 43 10 0.9926 0.9989 0 12.766 3.254 11 3 76 6 +17 0 0.9981 0.9989 0.9978 7.513 2.61 11 3 9 3 0.9929 0.9989 0 12.474 3.219 11 3 76 6 +18 0 0.9968 0.9989 0 7.258 2.611 11 3 17 5 0.9931 0.9989 0 12.199 3.187 11 3 76 6 +19 0 0.9956 0.9989 0 6.473 2.386 10 4 16 6 0.9932 0.9989 0 11.913 3.147 10 4 76 6 +20 0 0.9968 0.9989 0 6.457 2.431 10 4 16 5 0.9934 0.9989 0 11.653 3.113 10 4 76 6 +21 0 0.9981 0.9989 0.9978 5.866 2.271 10 4 8 3 0.9936 0.9989 0 11.39 3.074 10 4 76 6 +22 0 0.9956 0.9989 0 5.591 2.22 10 4 29 9 0.9937 0.9989 0 11.138 3.037 10 4 76 6 +23 0 0.9943 0.9989 0 5.31 2.072 13 4 14 6 0.9937 0.9989 0 10.895 2.997 13 4 76 6 +24 0 0.9968 0.9989 0 5.188 1.99 13 4 10 4 0.9939 0.9989 0 10.667 2.957 13 4 76 6 +25 0 0.9956 0.9989 0 5.144 2.005 13 4 7 3 0.9939 0.9989 0 10.454 2.92 13 4 76 6 +26 0 0.9968 0.9989 0 5.246 1.999 13 4 9 3 0.994 0.9989 0 10.262 2.886 13 4 76 6 +27 0 0.9981 0.9989 0.9978 5.06 2 13 4 4 2 0.9942 0.9989 0 10.076 2.854 13 4 76 6 +28 0 0.9968 0.9989 0 5.157 2.01 13 4 9 4 0.9943 0.9989 0 9.906 2.825 13 4 76 6 +29 0 0.9981 0.9989 0.9978 5.005 1.979 13 4 4 2 0.9944 0.9989 0 9.743 2.797 13 4 76 6 +30 0 0.9968 0.9989 0 4.855 1.913 13 4 19 7 0.9945 0.9989 0 9.585 2.769 13 4 76 6 +31 0 0.9981 0.9989 0.9979 4.389 1.685 13 4 1 0 0.9946 0.9989 0 9.423 2.735 13 4 76 6 +32 0 0.9981 0.9989 0.9962 4.506 1.79 13 4 20 5 0.9947 0.9989 0 9.274 2.706 13 4 76 6 +33 0 0.9981 0.9989 0.9962 4.675 1.861 13 4 11 3 0.9948 0.9989 0 9.138 2.681 13 4 76 6 +34 0 0.9968 0.9989 0 4.666 1.88 13 4 24 5 0.9949 0.9989 0 9.011 2.658 13 4 76 6 +35 0 0.9981 0.9989 0.9962 4.645 1.875 13 4 11 3 0.9949 0.9989 0 8.889 2.637 13 4 76 6 +36 0 0.9968 0.9989 0 4.431 1.79 13 4 17 7 0.995 0.9989 0 8.769 2.614 13 4 76 6 +37 0 0.9981 0.9989 0.9979 4.451 1.78 13 4 3 1 0.9951 0.9989 0 8.655 2.592 13 4 76 6 +38 0 0.9981 0.9989 0.9979 4.321 1.719 13 4 2 1 0.9951 0.9989 0 8.544 2.569 13 4 76 6 +39 0 0.9981 0.9989 0.9951 4.35 1.768 13 4 3 1 0.9952 0.9989 0 8.439 2.549 13 4 76 6 +40 0 0.9968 0.9989 0 4.211 1.695 13 4 7 3 0.9953 0.9989 0 8.336 2.528 13 4 76 6 +41 0 0.9981 0.9989 0.9951 4.19 1.671 13 4 3 1 0.9953 0.9989 0 8.238 2.508 13 4 76 6 +42 0 0.9981 0.9989 0.9951 4.332 1.729 13 4 3 1 0.9954 0.9989 0 8.147 2.49 13 4 76 6 +43 0 0.9981 0.9989 0.9978 4.351 1.715 13 4 4 2 0.9955 0.9989 0 8.06 2.472 13 4 76 6 +44 0 0.9968 0.9989 0 4.52 1.769 13 4 14 4 0.9955 0.9989 0 7.982 2.457 13 4 76 6 +45 0 0.9981 0.9989 0.9976 4.3 1.696 13 4 3 1 0.9955 0.9989 0 7.902 2.44 13 4 76 6 +46 0 0.9981 0.9989 0.9953 4.241 1.69 13 4 8 4 0.9956 0.9989 0 7.824 2.424 13 4 76 6 +47 0 0.9956 0.9989 0 4.312 1.732 13 4 14 7 0.9956 0.9989 0 7.751 2.41 13 4 76 6 +48 0 0.9968 0.9989 0 4.424 1.766 13 4 14 6 0.9956 0.9989 0 7.683 2.397 13 4 76 6 +49 0 0.9981 0.9989 0.9978 4.501 1.808 13 4 12 5 0.9957 0.9989 0 7.619 2.385 13 4 76 6 +50 0 0.9981 0.9989 0.9976 4.662 1.873 13 4 18 9 0.9957 0.9989 0 7.561 2.375 13 4 76 6 diff --git a/Seminar/5gen/pyrimd 120 5gen/aggregated_best_generations.tsv b/Seminar/5gen/pyrimd 120 5gen/aggregated_best_generations.tsv new file mode 100644 index 0000000..f2115a5 --- /dev/null +++ b/Seminar/5gen/pyrimd 120 5gen/aggregated_best_generations.tsv @@ -0,0 +1,229 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 95 +6 95 +7 95 +8 95 +9 95 +10 74 +11 74 +12 74 +13 74 +14 74 +15 59 +16 59 +17 59 +18 59 +19 59 +20 45 +21 45 +22 45 +23 45 +24 45 +25 35 +26 35 +27 35 +28 35 +29 35 +30 27 +31 27 +32 27 +33 27 +34 27 +35 21 +36 21 +37 21 +38 21 +39 21 +40 16 +41 16 +42 16 +43 16 +44 16 +45 12 +46 12 +47 12 +48 12 +49 12 +50 0 +51 0 +52 0 +53 0 +54 0 +Timer Name Value +CPU Time (ns): 52780387228 +Wall Time (ms): 15521 +CPU Cycles: 69372023823872661 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 7 270680064 +2 1531 286670848 +3 2508 291651584 +4 3400 297418752 +5 4112 302923776 +6 4529 308346880 +7 5860 313327616 +8 6469 318291968 +9 7034 323796992 +10 7559 329531392 +11 7873 335036416 +12 8882 338706432 +13 9257 343425024 +14 9606 346308608 +15 9917 351281152 +16 10101 355999744 +17 10809 360173568 +18 11064 364593152 +19 11303 367136768 +20 11518 371032064 +21 11612 375205888 +22 12115 379912192 +23 12233 383582208 +24 12369 388001792 +25 12495 391667712 +26 12606 396124160 +27 13061 400056320 +28 13153 403988480 +29 13250 408182784 +30 13332 411017216 +31 13410 414646272 +32 13739 418308096 +33 13825 421175296 +34 13907 425369600 +35 13990 428515328 +36 14039 433233920 +37 14241 437420032 +38 14309 440037376 +39 14378 444751872 +40 14435 448684032 +41 14476 451825664 +42 14658 454905856 +43 14708 459362304 +44 14756 462245888 +45 14802 466427904 +46 14841 470097920 +47 14965 473235456 +48 15004 476602368 +49 15040 481046528 +50 15079 484978688 +51 15100 488103936 +Aggregation Count: 9 +Timer Name Value +CPU Time (ns): 5864487469 +Wall Time (ms): 15203 +CPU Cycles: 7708002647096962 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 7 30075562 +2 1531 31852316 +3 2508 32405731 +4 3400 33046528 +5 4112 33658197 +6 4529 34260764 +7 5860 34814179 +8 6469 35365774 +9 7034 35977443 +10 7559 36614599 +11 7873 37226268 +12 8882 37634048 +13 9257 38158336 +14 9606 38478734 +15 9917 39031239 +16 10101 39555527 +17 10809 40019285 +18 11064 40510350 +19 11303 40792974 +20 11518 41225784 +21 11612 41689543 +22 12115 42212465 +23 12233 42620245 +24 12369 43111310 +25 12495 43518634 +26 12606 44013795 +27 13061 44450702 +28 13153 44887608 +29 13250 45353642 +30 13332 45668579 +31 13410 46071808 +32 13739 46478677 +33 13825 46797255 +34 13907 47263288 +35 13990 47612814 +36 14039 48137102 +37 14241 48602225 +38 14309 48893041 +39 14378 49416874 +40 14435 49853781 +41 14476 50202851 +42 14658 50545095 +43 14708 51040256 +44 14756 51360654 +45 14802 51825322 +46 14841 52233102 +47 14965 52581717 +48 15004 52955818 +49 15040 53449614 +50 15079 53886520 +51 15100 54233770 +Hits Total +2568 2810 +Percent Hit: 91.3879% +Fitness +0.998912 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1007 122 1561 118 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.959122 0.998711 0 17.4246 3.338 28 4 36 4 0.959122 0.998711 0 17.4246 3.338 28 4 36 4 +1 0 0.991622 0.998778 0 15.6388 3.389 29 4 44 5 0.975378 0.998778 0 16.5316 3.36344 29 4 36 4 +2 0 0.991622 0.998778 0 15.2612 3.48644 29 5 31 6 0.9808 0.998778 0 16.1081 3.40444 29 5 36 4 +3 0 0.993711 0.998822 0 14.5714 3.48711 30 5 40 6 0.984022 0.998822 0 15.7239 3.42511 30 5 36 4 +4 0 0.992844 0.998822 0.110856 13.8134 3.46367 30 5 26 5 0.985778 0.998822 0 15.342 3.433 30 5 36 4 +5 0 0.995233 0.998822 0.221722 13.3121 3.44067 30 5 41 7 0.987356 0.998822 0 15.0034 3.43422 30 5 36 4 +6 0 0.994533 0.998844 0 12.9981 3.46622 30 5 38 6 0.988378 0.998844 0 14.7171 3.43867 30 5 36 4 +7 0 0.994667 0.998867 0 12.2498 3.40956 31 5 37 7 0.989167 0.998867 0 14.4084 3.435 31 5 36 4 +8 0 0.996044 0.998867 0.2209 11.7931 3.36133 31 5 27 6 0.989933 0.998867 0 14.1182 3.42678 31 5 36 4 +9 0 0.994678 0.998878 0.221733 11.3729 3.30644 26 5 22 5 0.990422 0.998878 0 13.8436 3.41489 26 5 36 4 +10 0 0.995378 0.998878 0.110544 11.1403 3.27078 28 5 44 9 0.990856 0.998878 0 13.5979 3.402 28 5 36 4 +11 0 0.996178 0.998889 0.209656 10.6263 3.21767 28 5 20 5 0.991311 0.998889 0 13.3501 3.38656 28 5 36 4 +12 0 0.995989 0.998889 0.0555556 10.0314 3.16189 28 5 36 9 0.991644 0.998889 0 13.095 3.36911 28 5 36 4 +13 0 0.995922 0.998889 0 9.748 3.12256 28 5 23 7 0.991978 0.998889 0 12.8558 3.35144 28 5 36 4 +14 0 0.995789 0.998889 0.110878 9.24467 3.002 28 5 26 7 0.9922 0.998889 0 12.615 3.32833 28 5 36 4 +15 0 0.996011 0.998889 0.221722 8.81667 2.92578 28 5 17 5 0.992444 0.998889 0 12.3777 3.30311 28 5 36 4 +16 0 0.997178 0.998889 0.554367 8.46722 2.84444 27 5 15 3 0.992756 0.998889 0 12.1477 3.27622 27 5 36 4 +17 0 0.996889 0.998889 0.442967 8.13244 2.78233 27 5 26 5 0.992944 0.998889 0 11.9247 3.24878 27 5 36 4 +18 0 0.997033 0.998889 0.4434 7.83956 2.72389 27 5 24 6 0.993178 0.998889 0 11.7094 3.22111 27 5 36 4 +19 0 0.996344 0.998889 0.332556 7.48122 2.639 27 6 18 5 0.993322 0.998889 0 11.4982 3.19178 27 6 36 4 +20 0 0.997456 0.998889 0.554078 7.33922 2.60089 27 6 14 4 0.993533 0.998889 0 11.3001 3.16378 27 6 36 4 +21 0 0.996622 0.998889 0.5542 7.19022 2.58322 27 6 19 5 0.993667 0.998889 0 11.1133 3.13733 27 6 36 4 +22 0 0.996478 0.998889 0.332456 6.88367 2.51411 27 6 21 5 0.9938 0.998889 0 10.9294 3.11033 27 6 36 4 +23 0 0.996344 0.998889 0.443456 6.62667 2.41989 27 6 12 5 0.993911 0.998889 0 10.75 3.08156 27 6 36 4 +24 0 0.997467 0.998889 0.5543 6.48367 2.37344 27 6 11 3 0.994056 0.998889 0 10.5793 3.05333 27 6 36 4 +25 0 0.996889 0.998889 0.443478 6.31722 2.347 27 6 18 6 0.994156 0.998889 0 10.4154 3.026 27 6 36 4 +26 0 0.997311 0.9989 0.5543 6.09311 2.28256 27 6 13 4 0.994256 0.9989 0 10.2554 2.99844 27 6 36 4 +27 0 0.997467 0.9989 0.665022 5.86978 2.20722 27 6 16 5 0.9944 0.9989 0 10.099 2.97022 27 6 36 4 +28 0 0.997311 0.9989 0.554111 5.78911 2.18311 27 6 13 5 0.994489 0.9989 0 9.95 2.94311 27 6 36 4 +29 0 0.9976 0.9989 0.665033 5.72456 2.16833 24 5 13 4 0.9946 0.9989 0 9.80933 2.91722 24 5 36 4 +30 0 0.997167 0.9989 0.443456 5.70256 2.15589 24 5 15 5 0.994678 0.9989 0 9.67689 2.89289 24 5 36 4 +31 0 0.997589 0.9989 0.664711 5.49411 2.08556 23 5 12 4 0.994767 0.9989 0 9.54622 2.86767 23 5 36 4 +32 0 0.997733 0.9989 0.775833 5.57744 2.10533 23 5 14 5 0.994856 0.9989 0 9.42589 2.84433 23 5 36 4 +33 0 0.997167 0.9989 0.332467 5.52144 2.10656 23 5 12 4 0.994922 0.9989 0 9.311 2.82289 23 5 36 4 +34 0 0.997467 0.9989 0.665122 5.42756 2.07578 23 5 21 5 0.994989 0.9989 0 9.2 2.80133 23 5 36 4 +35 0 0.997167 0.9989 0.443322 5.31 2.04633 23 5 14 4 0.995056 0.9989 0 9.092 2.78033 23 5 36 4 +36 0 0.997322 0.9989 0.665167 5.28122 2.02978 23 5 15 4 0.995122 0.9989 0 8.98911 2.76011 23 5 36 4 +37 0 0.9976 0.9989 0.775956 5.24956 2.00411 23 5 12 3 0.995178 0.9989 0 8.89067 2.74033 23 5 36 4 +38 0 0.997322 0.9989 0.665022 5.20689 2.00567 23 5 8 3 0.995233 0.9989 0 8.79611 2.72133 23 5 36 4 +39 0 0.997589 0.9989 0.664456 5.26867 2.00833 23 5 11 4 0.9953 0.9989 0 8.708 2.70356 23 5 36 4 +40 0 0.997878 0.9989 0.8869 5.27444 2.00556 23 5 6 2 0.995367 0.9989 0 8.62411 2.68644 23 5 36 4 +41 0 0.997322 0.9989 0.6648 5.28911 2.00267 23 5 10 3 0.9954 0.9989 0 8.54489 2.67022 23 5 36 4 +42 0 0.997589 0.9989 0.664656 5.17289 1.96444 23 5 10 4 0.995456 0.9989 0 8.46633 2.65378 23 5 36 4 +43 0 0.997444 0.9989 0.554267 5.052 1.93033 23 5 10 3 0.9955 0.9989 0 8.38878 2.63722 23 5 36 4 +44 0 0.997733 0.9989 0.776078 5.09278 1.93256 23 5 10 3 0.995544 0.9989 0 8.31544 2.62178 23 5 36 4 +45 0 0.997456 0.9989 0.6652 5.02222 1.915 23 5 14 3 0.995578 0.9989 0 8.244 2.60633 23 5 36 4 +46 0 0.997744 0.9989 0.7756 4.99567 1.90833 23 5 8 2 0.995633 0.9989 0 8.17489 2.59144 23 5 36 4 +47 0 0.997322 0.9989 0.554356 4.94222 1.884 23 5 9 4 0.995667 0.9989 0 8.10756 2.57689 23 5 36 4 +48 0 0.997311 0.9989 0.443478 4.79167 1.82922 23 5 10 4 0.995711 0.9989 0 8.04 2.56156 23 5 36 4 +49 0 0.9976 0.9989 0.6652 4.69133 1.79556 23 5 9 4 0.995744 0.9989 0 7.97289 2.54611 23 5 36 4 +50 0 0.997878 0.9989 0.886878 4.68378 1.80189 24 5 8 3 0.995778 0.9989 0 7.90833 2.53167 24 5 36 4 diff --git a/Seminar/5gen/pyrimd 120 5gen/aggregated_best_hits.tsv b/Seminar/5gen/pyrimd 120 5gen/aggregated_best_hits.tsv new file mode 100644 index 0000000..d2fc971 --- /dev/null +++ b/Seminar/5gen/pyrimd 120 5gen/aggregated_best_hits.tsv @@ -0,0 +1,229 @@ +Run Remaining Subpopulations +0 120 +1 120 +2 120 +3 120 +4 120 +5 95 +6 95 +7 95 +8 95 +9 95 +10 74 +11 74 +12 74 +13 74 +14 74 +15 59 +16 59 +17 59 +18 59 +19 59 +20 45 +21 45 +22 45 +23 45 +24 45 +25 35 +26 35 +27 35 +28 35 +29 35 +30 27 +31 27 +32 27 +33 27 +34 27 +35 21 +36 21 +37 21 +38 21 +39 21 +40 16 +41 16 +42 16 +43 16 +44 16 +45 12 +46 12 +47 12 +48 12 +49 12 +50 0 +51 0 +52 0 +53 0 +54 0 +Timer Name Value +CPU Time (ns): 6144622721 +Wall Time (ms): 15521 +CPU Cycles: 7708002607831931 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 30003200 +2 1760 31838208 +3 2655 32624640 +4 3593 33411072 +5 4354 34197504 +6 4602 34435072 +7 5919 35483648 +8 6645 36007936 +9 7230 36270080 +10 7760 36794368 +11 7948 37318656 +12 8791 37580800 +13 9035 38105088 +14 9348 38105088 +15 9805 38621184 +16 10035 38883328 +17 10846 39669760 +18 11235 40456192 +19 11365 40718336 +20 11540 40681472 +21 11624 40943616 +22 12012 41467904 +23 12115 42254336 +24 12210 42741760 +25 12334 43003904 +26 12482 43528192 +27 12982 44052480 +28 13066 44576768 +29 13204 45101056 +30 13296 45363200 +31 13373 45887488 +32 13741 46411776 +33 13845 46673920 +34 13915 47198208 +35 13983 47198208 +36 14014 47460352 +37 14221 47984640 +38 14311 48508928 +39 14373 49033216 +40 14434 49295360 +41 14460 49819648 +42 14623 50081792 +43 14692 50868224 +44 14727 50868224 +45 14759 51392512 +46 14804 52178944 +47 14920 52432896 +48 14955 52957184 +49 14992 53219328 +50 15031 53743616 +51 15049 54267904 +Aggregation Count: 1 +Timer Name Value +CPU Time (ns): 6144622721 +Wall Time (ms): 15158 +CPU Cycles: 7708002607831931 +Snapshot # Snapshot Time(ms) Value(Bytes) +1 6 30003200 +2 1760 31838208 +3 2655 32624640 +4 3593 33411072 +5 4354 34197504 +6 4602 34435072 +7 5919 35483648 +8 6645 36007936 +9 7230 36270080 +10 7760 36794368 +11 7948 37318656 +12 8791 37580800 +13 9035 38105088 +14 9348 38105088 +15 9805 38621184 +16 10035 38883328 +17 10846 39669760 +18 11235 40456192 +19 11365 40718336 +20 11540 40681472 +21 11624 40943616 +22 12012 41467904 +23 12115 42254336 +24 12210 42741760 +25 12334 43003904 +26 12482 43528192 +27 12982 44052480 +28 13066 44576768 +29 13204 45101056 +30 13296 45363200 +31 13373 45887488 +32 13741 46411776 +33 13845 46673920 +34 13915 47198208 +35 13983 47198208 +36 14014 47460352 +37 14221 47984640 +38 14311 48508928 +39 14373 49033216 +40 14434 49295360 +41 14460 49819648 +42 14623 50081792 +43 14692 50868224 +44 14727 50868224 +45 14759 51392512 +46 14804 52178944 +47 14920 52432896 +48 14955 52957184 +49 14992 53219328 +50 15031 53743616 +51 15049 54267904 +Hits Total +2612 2810 +Percent Hit: 92.9537% +Fitness +0.998924 +Real|Predicted +Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo +1028 109 1584 89 +GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN +0 0 0.9456 0.9989 0 18.734 3.451 39 5 70 6 0.9456 0.9989 0 18.734 3.451 39 5 70 6 +1 0 0.9942 0.9989 0 15.796 3.518 38 5 88 7 0.9699 0.9989 0 17.265 3.484 38 5 70 6 +2 0 0.9893 0.9989 0 15.855 3.661 38 5 33 7 0.9764 0.9989 0 16.795 3.543 38 5 70 6 +3 0 0.9893 0.9989 0 15.875 3.748 38 5 26 7 0.9796 0.9989 0 16.565 3.594 38 5 70 6 +4 0 0.9893 0.9989 0 15.45 3.77 38 5 19 6 0.9815 0.9989 0 16.342 3.63 38 5 70 6 +5 0 0.9942 0.9989 0 14.226 3.624 38 5 45 8 0.9836 0.9989 0 15.989 3.629 38 5 70 6 +6 0 0.9942 0.9989 0 12.92 3.504 38 5 10 3 0.9852 0.9989 0 15.551 3.611 38 5 70 6 +7 0 0.9942 0.9989 0 12.227 3.424 38 5 28 9 0.9863 0.9989 0 15.135 3.587 38 5 70 6 +8 0 0.9942 0.9989 0 12.385 3.47 38 5 27 10 0.9872 0.9989 0 14.83 3.574 38 5 70 6 +9 0 0.9918 0.9989 0 12.114 3.406 38 5 32 11 0.9876 0.9989 0 14.558 3.558 38 5 70 6 +10 0 0.9955 0.9989 0 11.471 3.252 38 5 56 12 0.9884 0.9989 0 14.278 3.53 38 5 70 6 +11 0 0.998 0.9989 0.998 11.2 3.194 38 5 6 4 0.9892 0.9989 0 14.021 3.502 38 5 70 6 +12 0 0.9955 0.9989 0 10.805 3.185 38 5 50 9 0.9896 0.9989 0 13.774 3.477 38 5 70 6 +13 0 0.9955 0.9989 0 9.945 3.025 38 5 7 3 0.9901 0.9989 0 13.5 3.445 38 5 70 6 +14 0 0.9943 0.9989 0 10.191 3.071 38 5 56 13 0.9903 0.9989 0 13.28 3.42 38 5 70 6 +15 0 0.9918 0.9989 0 10.034 2.999 38 5 19 7 0.9904 0.9989 0 13.077 3.394 38 5 70 6 +16 0 0.9967 0.9989 0 8.945 2.933 38 5 16 5 0.9908 0.9989 0 12.834 3.367 38 5 70 6 +17 0 0.993 0.9989 0 9.186 2.989 38 5 75 8 0.9909 0.9989 0 12.631 3.346 38 5 70 6 +18 0 0.998 0.9989 0.9971 8.511 2.861 38 5 32 7 0.9913 0.9989 0 12.414 3.32 38 5 70 6 +19 0 0.993 0.9989 0 8.235 2.837 38 5 24 8 0.9914 0.9989 0 12.205 3.296 38 5 70 6 +20 0 0.998 0.9989 0.9971 8.312 2.859 38 5 31 7 0.9917 0.9989 0 12.02 3.275 38 5 70 6 +21 0 0.993 0.9989 0 7.841 2.743 38 5 49 12 0.9918 0.9989 0 11.83 3.251 38 5 70 6 +22 0 0.9967 0.9989 0 6.894 2.493 38 5 39 11 0.992 0.9989 0 11.615 3.218 38 5 70 6 +23 0 0.9955 0.9989 0 6.58 2.319 38 5 15 6 0.9921 0.9989 0 11.406 3.181 38 5 70 6 +24 0 0.998 0.9989 0.9978 6.119 2.231 38 5 7 3 0.9924 0.9989 0 11.194 3.143 38 5 70 6 +25 0 0.9967 0.9989 0 6.111 2.297 38 5 22 8 0.9925 0.9989 0 10.999 3.11 38 5 70 6 +26 0 0.9955 0.9989 0 5.985 2.221 38 5 5 2 0.9926 0.9989 0 10.813 3.077 38 5 70 6 +27 0 0.998 0.9989 0.9964 6.001 2.179 38 5 11 4 0.9928 0.9989 0 10.641 3.045 38 5 70 6 +28 0 0.998 0.9989 0.9955 5.864 2.239 38 5 3 1 0.993 0.9989 0 10.476 3.017 38 5 70 6 +29 0 0.998 0.9989 0.9979 5.881 2.172 38 5 9 4 0.9932 0.9989 0 10.323 2.989 38 5 70 6 +30 0 0.9967 0.9989 0 5.841 2.191 38 5 15 5 0.9933 0.9989 0 10.179 2.963 38 5 70 6 +31 0 0.9967 0.9989 0 5.442 2.042 38 5 18 5 0.9934 0.9989 0 10.031 2.935 38 5 70 6 +32 0 0.998 0.9989 0.9976 5.224 1.971 38 5 22 8 0.9935 0.9989 0 9.885 2.905 38 5 70 6 +33 0 0.998 0.9989 0.998 4.966 1.893 38 5 1 0 0.9937 0.9989 0 9.74 2.876 38 5 70 6 +34 0 0.998 0.9989 0.998 4.876 1.837 38 5 3 2 0.9938 0.9989 0 9.601 2.846 38 5 70 6 +35 0 0.9967 0.9989 0 4.976 1.867 38 5 9 3 0.9939 0.9989 0 9.473 2.819 38 5 70 6 +36 0 0.998 0.9989 0.9976 5.076 1.87 38 5 6 3 0.994 0.9989 0 9.354 2.793 38 5 70 6 +37 0 0.9967 0.9989 0 4.906 1.795 38 5 34 6 0.994 0.9989 0 9.237 2.767 38 5 70 6 +38 0 0.998 0.9989 0.9979 4.935 1.869 38 5 6 4 0.9942 0.9989 0 9.127 2.744 38 5 70 6 +39 0 0.9967 0.9989 0 5.169 1.944 38 5 14 5 0.9942 0.9989 0 9.028 2.724 38 5 70 6 +40 0 0.998 0.9989 0.9975 5.532 2.027 38 5 8 3 0.9943 0.9989 0 8.942 2.707 38 5 70 6 +41 0 0.9955 0.9989 0 5.577 1.979 38 5 32 7 0.9943 0.9989 0 8.862 2.69 38 5 70 6 +42 0 0.9967 0.9989 0 5.6 1.991 38 5 10 4 0.9944 0.9989 0 8.786 2.673 38 5 70 6 +43 0 0.9967 0.9989 0 5.853 2.05 38 5 7 3 0.9944 0.9989 0 8.72 2.659 38 5 70 6 +44 0 0.998 0.9989 0.9978 5.821 1.975 38 5 6 2 0.9945 0.9989 0 8.655 2.644 38 5 70 6 +45 0 0.9967 0.9989 0 5.668 1.971 38 5 42 6 0.9946 0.9989 0 8.59 2.629 38 5 70 6 +46 0 0.998 0.9989 0.9957 5.353 1.929 38 5 4 2 0.9946 0.9989 0 8.522 2.614 38 5 70 6 +47 0 0.998 0.9989 0.998 5.603 2.036 38 5 7 3 0.9947 0.9989 0 8.461 2.602 38 5 70 6 +48 0 0.998 0.9989 0.9979 5.495 2.009 38 5 8 3 0.9948 0.9989 0 8.4 2.59 38 5 70 6 +49 0 0.998 0.9989 0.998 5.348 1.927 38 5 8 3 0.9948 0.9989 0 8.339 2.577 38 5 70 6 +50 0 0.998 0.9989 0.998 5.14 1.884 38 5 7 4 0.9949 0.9989 0 8.276 2.563 38 5 70 6 diff --git a/Seminar/normal/aggregated_all.tsv b/Seminar/normal/aggregated_all.tsv deleted file mode 100644 index 456927f..0000000 --- a/Seminar/normal/aggregated_all.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 47387552078 -Wall Time (ms): 2524 -CPU Cycles: 69284282899739595 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 304115712 -2 120 319844352 -3 201 326922240 -4 283 331902976 -5 377 337932288 -6 444 342388736 -7 513 347885568 -8 582 351801344 -9 642 357044224 -10 701 362024960 -11 764 367525888 -12 828 372244480 -13 889 376438784 -14 942 381943808 -15 1002 386400256 -16 1063 391118848 -17 1116 395829248 -18 1169 399761408 -19 1211 405004288 -20 1253 410247168 -21 1299 415227904 -22 1345 418615296 -23 1390 423333888 -24 1430 427773952 -25 1475 433487872 -26 1518 437682176 -27 1558 441876480 -28 1595 446595072 -29 1630 450752512 -30 1667 454676480 -31 1707 458346496 -32 1741 462004224 -33 1777 463839232 -34 1810 468545536 -35 1843 472702976 -36 1873 474738688 -37 1911 480243712 -38 1946 484700160 -39 1982 490729472 -40 2017 494137344 -41 2049 498069504 -42 2079 501739520 -43 2108 504872960 -44 2140 508248064 -45 2170 511635456 -46 2199 516575232 -47 2229 521031680 -48 2256 523915264 -49 2284 527302656 -50 2307 531750912 -51 2330 536170496 -Aggregation Count: 10 -Timer Name Value -CPU Time (ns): 4738755207 -Wall Time (ms): 2136 -CPU Cycles: 6928428289973959 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 30411571 -2 120 31984435 -3 201 32692224 -4 283 33190297 -5 377 33793228 -6 444 34238873 -7 513 34788556 -8 582 35180134 -9 642 35704422 -10 701 36202496 -11 764 36752588 -12 828 37224448 -13 889 37643878 -14 942 38194380 -15 1002 38640025 -16 1063 39111884 -17 1116 39582924 -18 1169 39976140 -19 1211 40500428 -20 1253 41024716 -21 1299 41522790 -22 1345 41861529 -23 1390 42333388 -24 1430 42777395 -25 1475 43348787 -26 1518 43768217 -27 1558 44187648 -28 1595 44659507 -29 1630 45075251 -30 1667 45467648 -31 1707 45834649 -32 1741 46200422 -33 1777 46383923 -34 1810 46854553 -35 1843 47270297 -36 1873 47473868 -37 1911 48024371 -38 1946 48470016 -39 1982 49072947 -40 2017 49413734 -41 2049 49806950 -42 2079 50173952 -43 2108 50487296 -44 2140 50824806 -45 2170 51163545 -46 2199 51657523 -47 2229 52103168 -48 2256 52391526 -49 2284 52730265 -50 2307 53175091 -51 2330 53617049 -Hits Total -2233 2810 -Percent Hit: 79.4662% -Fitness -0.998744 -Real|Predicted -Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo -913 219 1320 357 -GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.96056 0.9983 0 17.543 3.3493 20 3 54 5 0.96056 0.9983 0 17.543 3.3493 20 3 54 5 -1 0 0.99095 0.99846 0 15.6083 3.4176 25 4 40 6 0.97576 0.99846 0 16.5756 3.3834 25 4 54 5 -2 0 0.99114 0.99849 0 14.976 3.5075 22 4 37 6 0.9809 0.99849 0 16.0423 3.4248 22 4 54 5 -3 0 0.99263 0.99854 0.09886 14.1725 3.4981 27 4 42 7 0.98382 0.99854 0 15.5749 3.4431 27 4 54 5 -4 0 0.99271 0.99856 0.09968 13.5146 3.5012 25 4 50 7 0.98559 0.99856 0 15.1627 3.4548 25 4 54 5 -5 0 0.99475 0.99857 0.09964 12.7713 3.4329 26 4 31 6 0.98713 0.99857 0 14.7644 3.451 26 4 54 5 -6 0 0.99475 0.9986 0 12.0061 3.3584 30 5 29 6 0.98821 0.9986 0 14.3701 3.4378 30 5 54 5 -7 0 0.99488 0.99862 0.19923 11.5468 3.3299 23 4 43 7 0.98905 0.99862 0 14.0173 3.4244 23 4 54 5 -8 0 0.995 0.99863 0.09979 10.8457 3.2222 25 5 27 7 0.98972 0.99863 0 13.6649 3.4019 25 5 54 5 -9 0 0.99612 0.99865 0.29909 10.5642 3.1751 27 5 37 6 0.99035 0.99865 0 13.3548 3.3792 27 5 54 5 -10 0 0.99551 0.99868 0.0998 10.078 3.1173 27 5 26 6 0.99082 0.99868 0 13.0571 3.3554 27 5 54 5 -11 0 0.99639 0.99869 0.39845 9.7339 3.076 27 5 33 7 0.99129 0.99869 0 12.7801 3.3322 27 5 54 5 -12 0 0.99626 0.99869 0.19932 9.2408 2.9873 24 5 28 7 0.99166 0.99869 0 12.508 3.3056 24 5 54 5 -13 0 0.99648 0.99869 0.29925 8.8523 2.9114 24 5 34 6 0.99202 0.99869 0 12.2467 3.2774 24 5 54 5 -14 0 0.99664 0.99869 0.3988 8.6408 2.8802 24 5 24 7 0.9923 0.99869 0 12.0065 3.251 24 5 54 5 -15 0 0.99638 0.99869 0.19941 8.3446 2.8164 24 5 29 6 0.99257 0.99869 0 11.7774 3.2237 24 5 54 5 -16 0 0.99638 0.9987 0.2993 7.7816 2.6763 21 4 18 6 0.9928 0.9987 0 11.5423 3.1917 21 4 54 5 -17 0 0.99637 0.9987 0.59832 7.5378 2.6308 21 4 21 5 0.993 0.9987 0 11.3199 3.1606 21 4 54 5 -18 0 0.99639 0.9987 0.19939 7.3851 2.594 21 4 24 6 0.99316 0.9987 0 11.1128 3.1307 21 4 54 5 -19 0 0.997 0.99871 0.39885 7.1418 2.5418 20 4 16 4 0.99336 0.99871 0 10.9142 3.1012 20 4 54 5 -20 0 0.99763 0.99871 0.69805 6.9469 2.4949 20 4 16 4 0.99355 0.99871 0 10.7253 3.0724 20 4 54 5 -21 0 0.99701 0.99872 0.69792 6.7447 2.4608 17 4 18 5 0.99371 0.99872 0 10.5444 3.0443 17 4 54 5 -22 0 0.99687 0.99872 0.29924 6.6247 2.419 17 4 13 4 0.99386 0.99872 0 10.3739 3.0173 17 4 54 5 -23 0 0.99739 0.99872 0.59828 6.3728 2.3423 17 4 19 5 0.994 0.99872 0 10.2073 2.9892 17 4 54 5 -24 0 0.99701 0.99872 0.39908 6.2168 2.3021 17 4 11 4 0.99412 0.99872 0 10.0476 2.9617 17 4 54 5 -25 0 0.99701 0.99872 0.69813 5.9945 2.2275 17 4 14 4 0.99424 0.99872 0 9.8917 2.9335 17 4 54 5 -26 0 0.9975 0.99872 0.69758 5.9075 2.2185 14 3 22 6 0.99438 0.99872 0 9.7442 2.9071 14 3 54 5 -27 0 0.99725 0.99872 0.49881 5.7684 2.1696 14 3 11 4 0.99445 0.99872 0 9.6021 2.8807 14 3 54 5 -28 0 0.99714 0.99872 0.59861 5.678 2.1279 14 3 7 3 0.99454 0.99872 0 9.4667 2.8548 14 3 54 5 -29 0 0.99714 0.99872 0.59814 5.499 2.0684 13 3 12 4 0.99463 0.99872 0 9.3346 2.8285 13 3 54 5 -30 0 0.99725 0.99872 0.49875 5.3926 2.0567 13 3 14 4 0.99474 0.99872 0 9.2076 2.8037 13 3 54 5 -31 0 0.99726 0.99872 0.49882 5.3139 2.027 13 3 14 4 0.99479 0.99872 0 9.0858 2.7794 13 3 54 5 -32 0 0.99714 0.99872 0.59847 5.2089 1.9949 14 3 11 4 0.99487 0.99872 0 8.9683 2.7555 14 3 54 5 -33 0 0.99763 0.99872 0.79806 5.208 2.0037 14 3 10 3 0.99495 0.99872 0 8.8577 2.7334 14 3 54 5 -34 0 0.99788 0.99872 0.89743 5.0364 1.9343 14 3 12 4 0.99504 0.99872 0 8.7485 2.7106 14 3 54 5 -35 0 0.99748 0.99872 0.59806 5.014 1.9294 14 3 11 3 0.9951 0.99872 0 8.6447 2.6889 14 3 54 5 -36 0 0.99724 0.99872 0.49865 4.9646 1.9272 14 3 11 4 0.99518 0.99872 0 8.5453 2.6684 14 3 54 5 -37 0 0.99775 0.99872 0.79785 4.8983 1.8915 14 3 8 3 0.99522 0.99872 0 8.4493 2.6478 14 3 54 5 -38 0 0.99762 0.99872 0.79809 4.9076 1.8888 14 3 9 3 0.9953 0.99872 0 8.3586 2.6283 14 3 54 5 -39 0 0.9975 0.99872 0.69813 4.8939 1.874 14 3 12 4 0.99535 0.99872 0 8.272 2.6095 14 3 54 5 -40 0 0.99723 0.99872 0.49868 4.8621 1.8558 13 3 12 3 0.9954 0.99872 0 8.1887 2.5911 13 3 54 5 -41 0 0.99751 0.99872 0.69827 4.8748 1.8576 13 3 9 3 0.99546 0.99872 0 8.1099 2.5737 13 3 54 5 -42 0 0.99725 0.99872 0.59825 4.7903 1.8323 13 3 10 3 0.99548 0.99872 0 8.0327 2.5564 13 3 54 5 -43 0 0.99738 0.99872 0.69831 4.7686 1.825 14 3 8 3 0.99554 0.99872 0 7.9585 2.5399 14 3 54 5 -44 0 0.9974 0.99873 0.59853 4.8102 1.8542 13 3 9 3 0.99557 0.99873 0 7.8884 2.5246 13 3 54 5 -45 0 0.99725 0.99873 0.49874 4.7732 1.8479 13 3 16 5 0.9956 0.99873 0 7.8208 2.5097 13 3 54 5 -46 0 0.99775 0.99873 0.79767 4.7604 1.8429 13 3 11 3 0.99565 0.99873 0 7.7558 2.4956 13 3 54 5 -47 0 0.99725 0.99873 0.49866 4.766 1.8341 13 3 11 4 0.99569 0.99873 0 7.6933 2.4819 13 3 54 5 -48 0 0.99776 0.99873 0.79792 4.7051 1.8044 13 3 12 4 0.99572 0.99873 0 7.6324 2.4682 13 3 54 5 -49 0 0.99738 0.99873 0.59864 4.6572 1.7919 13 3 10 3 0.99576 0.99873 0 7.5729 2.4545 13 3 54 5 -50 0 0.99787 0.99873 0.89739 4.6493 1.7877 13 3 11 4 0.99579 0.99873 0 7.5154 2.4414 13 3 54 5 diff --git a/Seminar/normal/aggregated_best_fitness.tsv b/Seminar/normal/aggregated_best_fitness.tsv deleted file mode 100644 index f287e4e..0000000 --- a/Seminar/normal/aggregated_best_fitness.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 5572828949 -Wall Time (ms): 2524 -CPU Cycles: 7698253938375333 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 30642176 -2 132 32215040 -3 222 33001472 -4 316 33263616 -5 425 33787904 -6 492 34312192 -7 545 34836480 -8 599 35622912 -9 660 36147200 -10 731 36671488 -11 815 37195776 -12 902 37720064 -13 959 37982208 -14 1015 39030784 -15 1064 39030784 -16 1109 39555072 -17 1154 40079360 -18 1212 40865792 -19 1263 41390080 -20 1312 41914368 -21 1339 42176512 -22 1382 42962944 -23 1437 43487232 -24 1471 44011520 -25 1516 44482560 -26 1564 45006848 -27 1611 45531136 -28 1654 46055424 -29 1687 46579712 -30 1733 46841856 -31 1774 47104000 -32 1816 47628288 -33 1856 47890432 -34 1883 48414720 -35 1910 48676864 -36 1946 48676864 -37 1994 49201152 -38 2020 49725440 -39 2046 49725440 -40 2084 50774016 -41 2120 51036160 -42 2155 51298304 -43 2200 51560448 -44 2228 51822592 -45 2262 52084736 -46 2302 52609024 -47 2329 52871168 -48 2362 53395456 -49 2389 53919744 -50 2411 54706176 -51 2429 55230464 -Aggregation Count: 1 -Timer Name Value -CPU Time (ns): 5572828949 -Wall Time (ms): 2441 -CPU Cycles: 7698253938375333 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 30642176 -2 132 32215040 -3 222 33001472 -4 316 33263616 -5 425 33787904 -6 492 34312192 -7 545 34836480 -8 599 35622912 -9 660 36147200 -10 731 36671488 -11 815 37195776 -12 902 37720064 -13 959 37982208 -14 1015 39030784 -15 1064 39030784 -16 1109 39555072 -17 1154 40079360 -18 1212 40865792 -19 1263 41390080 -20 1312 41914368 -21 1339 42176512 -22 1382 42962944 -23 1437 43487232 -24 1471 44011520 -25 1516 44482560 -26 1564 45006848 -27 1611 45531136 -28 1654 46055424 -29 1687 46579712 -30 1733 46841856 -31 1774 47104000 -32 1816 47628288 -33 1856 47890432 -34 1883 48414720 -35 1910 48676864 -36 1946 48676864 -37 1994 49201152 -38 2020 49725440 -39 2046 49725440 -40 2084 50774016 -41 2120 51036160 -42 2155 51298304 -43 2200 51560448 -44 2228 51822592 -45 2262 52084736 -46 2302 52609024 -47 2329 52871168 -48 2362 53395456 -49 2389 53919744 -50 2411 54706176 -51 2429 55230464 -Hits Total -2559 2810 -Percent Hit: 91.0676% -Fitness -0.998919 -Real|Predicted -Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo -988 153 1571 98 -GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9618 0.9986 0 17.274 3.348 12 5 83 6 0.9618 0.9986 0 17.274 3.348 12 5 83 6 -1 0 0.9917 0.9986 0 14.729 3.29 12 5 18 5 0.9768 0.9986 0 16.001 3.319 12 5 83 6 -2 0 0.993 0.9986 0 14.17 3.36 12 5 19 5 0.9822 0.9986 0 15.391 3.333 12 5 83 6 -3 0 0.9967 0.9986 0 12.764 3.317 12 5 61 7 0.9858 0.9986 0 14.734 3.329 12 5 83 6 -4 0 0.9942 0.9986 0 12.44 3.289 12 5 35 7 0.9875 0.9986 0 14.275 3.321 12 5 83 6 -5 0 0.9955 0.9987 0 13.078 3.433 25 7 71 7 0.9888 0.9987 0 14.076 3.339 25 7 83 6 -6 0 0.9955 0.9987 0 12.162 3.345 53 6 78 13 0.9898 0.9987 0 13.802 3.34 53 6 83 6 -7 0 0.9967 0.9987 0 11.768 3.346 53 6 35 11 0.9907 0.9987 0 13.548 3.341 53 6 83 6 -8 0 0.9967 0.9988 0 10.871 3.234 77 12 27 8 0.9913 0.9988 0 13.251 3.329 77 12 83 6 -9 0 0.998 0.9988 0.9973 10.979 3.165 77 12 27 7 0.992 0.9988 0 13.023 3.313 77 12 83 6 -10 0 0.9955 0.9988 0 11.534 3.304 77 12 12 5 0.9923 0.9988 0 12.888 3.312 77 12 83 6 -11 0 0.998 0.9988 0.9975 10.899 3.286 77 12 10 4 0.9928 0.9988 0 12.722 3.31 77 12 83 6 -12 0 0.9955 0.9988 0 10.401 3.261 50 8 20 8 0.993 0.9988 0 12.544 3.306 50 8 83 6 -13 0 0.9967 0.9988 0 9.635 3.14 50 8 26 8 0.9933 0.9988 0 12.336 3.294 50 8 83 6 -14 0 0.9942 0.9988 0 9.221 3.022 50 8 33 12 0.9933 0.9988 0 12.128 3.276 50 8 83 6 -15 0 0.9955 0.9988 0 8.884 2.93 50 8 12 5 0.9935 0.9988 0 11.925 3.254 50 8 83 6 -16 0 0.9955 0.9988 0 8.356 2.664 50 8 18 7 0.9936 0.9988 0 11.716 3.22 50 8 83 6 -17 0 0.993 0.9988 0 8.325 2.709 50 8 44 7 0.9935 0.9988 0 11.527 3.191 50 8 83 6 -18 0 0.9955 0.9988 0 8.139 2.734 50 8 39 7 0.9936 0.9988 0 11.349 3.167 50 8 83 6 -19 0 0.9955 0.9989 0 8.371 2.803 38 7 5 2 0.9937 0.9989 0 11.2 3.149 38 7 83 6 -20 0 0.998 0.9989 0.9979 7.971 2.667 38 7 11 4 0.9939 0.9989 0 11.046 3.126 38 7 83 6 -21 0 0.998 0.9989 0.9976 7.265 2.57 38 7 10 5 0.9941 0.9989 0 10.874 3.101 38 7 83 6 -22 0 0.9955 0.9989 0 7.149 2.555 38 7 16 4 0.9942 0.9989 0 10.712 3.077 38 7 83 6 -23 0 0.9967 0.9989 0 7.001 2.501 38 7 23 6 0.9943 0.9989 0 10.558 3.053 38 7 83 6 -24 0 0.998 0.9989 0.998 6.975 2.485 38 7 5 3 0.9944 0.9989 0 10.414 3.03 38 7 83 6 -25 0 0.9942 0.9989 0 6.673 2.414 37 5 32 6 0.9944 0.9989 0 10.27 3.007 37 5 83 6 -26 0 0.998 0.9989 0.9977 6.231 2.28 37 5 4 2 0.9946 0.9989 0 10.121 2.98 37 5 83 6 -27 0 0.9967 0.9989 0 6.082 2.254 37 5 12 4 0.9946 0.9989 0 9.977 2.954 37 5 83 6 -28 0 0.9967 0.9989 0 6.43 2.357 37 5 9 4 0.9947 0.9989 0 9.854 2.933 37 5 83 6 -29 0 0.998 0.9989 0.9975 5.874 2.203 37 5 26 6 0.9948 0.9989 0 9.722 2.909 37 5 83 6 -30 0 0.998 0.9989 0.9976 5.83 2.225 37 5 15 5 0.9949 0.9989 0 9.596 2.887 37 5 83 6 -31 0 0.9955 0.9989 0 6.016 2.205 37 5 7 3 0.9949 0.9989 0 9.484 2.865 37 5 83 6 -32 0 0.998 0.9989 0.9978 6.053 2.186 37 5 7 3 0.995 0.9989 0 9.38 2.845 37 5 83 6 -33 0 0.9955 0.9989 0 6.031 2.144 37 5 9 4 0.995 0.9989 0 9.282 2.824 37 5 83 6 -34 0 0.9967 0.9989 0 5.849 2.099 37 5 28 8 0.9951 0.9989 0 9.184 2.804 37 5 83 6 -35 0 0.9967 0.9989 0 5.82 2.123 37 5 28 5 0.9951 0.9989 0 9.09 2.785 37 5 83 6 -36 0 0.998 0.9989 0.9975 5.981 2.178 37 5 22 7 0.9952 0.9989 0 9.006 2.768 37 5 83 6 -37 0 0.998 0.9989 0.9975 5.731 2.083 37 5 8 5 0.9953 0.9989 0 8.92 2.75 37 5 83 6 -38 0 0.998 0.9989 0.9979 5.696 2.081 37 5 12 4 0.9954 0.9989 0 8.837 2.733 37 5 83 6 -39 0 0.998 0.9989 0.9979 5.925 2.112 37 5 4 2 0.9954 0.9989 0 8.765 2.717 37 5 83 6 -40 0 0.998 0.9989 0.9979 5.691 2.055 37 5 5 2 0.9955 0.9989 0 8.69 2.701 37 5 83 6 -41 0 0.9955 0.9989 0 5.876 2.171 37 5 16 7 0.9955 0.9989 0 8.623 2.689 37 5 83 6 -42 0 0.9967 0.9989 0 5.525 2.049 37 5 8 4 0.9955 0.9989 0 8.551 2.674 37 5 83 6 -43 0 0.998 0.9989 0.9978 5.354 2 37 5 6 3 0.9956 0.9989 0 8.478 2.659 37 5 83 6 -44 0 0.9955 0.9989 0 5.598 2.098 37 5 10 5 0.9956 0.9989 0 8.414 2.646 37 5 83 6 -45 0 0.9967 0.9989 0 5.295 1.989 37 5 9 4 0.9956 0.9989 0 8.346 2.632 37 5 83 6 -46 0 0.998 0.9989 0.9976 5.447 2.015 37 5 8 4 0.9956 0.9989 0 8.284 2.619 37 5 83 6 -47 0 0.9967 0.9989 0 5.409 2.022 37 5 18 8 0.9957 0.9989 0 8.225 2.606 37 5 83 6 -48 0 0.998 0.9989 0.9979 5.326 2.047 37 5 15 4 0.9957 0.9989 0 8.165 2.595 37 5 83 6 -49 0 0.998 0.9989 0.9974 5.143 1.97 37 5 7 3 0.9958 0.9989 0 8.105 2.582 37 5 83 6 -50 0 0.998 0.9989 0.9979 5.125 1.939 43 8 3 1 0.9958 0.9989 0 8.046 2.57 43 8 83 6 diff --git a/Seminar/normal/aggregated_best_generations.tsv b/Seminar/normal/aggregated_best_generations.tsv deleted file mode 100644 index 456927f..0000000 --- a/Seminar/normal/aggregated_best_generations.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 47387552078 -Wall Time (ms): 2524 -CPU Cycles: 69284282899739595 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 304115712 -2 120 319844352 -3 201 326922240 -4 283 331902976 -5 377 337932288 -6 444 342388736 -7 513 347885568 -8 582 351801344 -9 642 357044224 -10 701 362024960 -11 764 367525888 -12 828 372244480 -13 889 376438784 -14 942 381943808 -15 1002 386400256 -16 1063 391118848 -17 1116 395829248 -18 1169 399761408 -19 1211 405004288 -20 1253 410247168 -21 1299 415227904 -22 1345 418615296 -23 1390 423333888 -24 1430 427773952 -25 1475 433487872 -26 1518 437682176 -27 1558 441876480 -28 1595 446595072 -29 1630 450752512 -30 1667 454676480 -31 1707 458346496 -32 1741 462004224 -33 1777 463839232 -34 1810 468545536 -35 1843 472702976 -36 1873 474738688 -37 1911 480243712 -38 1946 484700160 -39 1982 490729472 -40 2017 494137344 -41 2049 498069504 -42 2079 501739520 -43 2108 504872960 -44 2140 508248064 -45 2170 511635456 -46 2199 516575232 -47 2229 521031680 -48 2256 523915264 -49 2284 527302656 -50 2307 531750912 -51 2330 536170496 -Aggregation Count: 10 -Timer Name Value -CPU Time (ns): 4738755207 -Wall Time (ms): 2136 -CPU Cycles: 6928428289973959 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 30411571 -2 120 31984435 -3 201 32692224 -4 283 33190297 -5 377 33793228 -6 444 34238873 -7 513 34788556 -8 582 35180134 -9 642 35704422 -10 701 36202496 -11 764 36752588 -12 828 37224448 -13 889 37643878 -14 942 38194380 -15 1002 38640025 -16 1063 39111884 -17 1116 39582924 -18 1169 39976140 -19 1211 40500428 -20 1253 41024716 -21 1299 41522790 -22 1345 41861529 -23 1390 42333388 -24 1430 42777395 -25 1475 43348787 -26 1518 43768217 -27 1558 44187648 -28 1595 44659507 -29 1630 45075251 -30 1667 45467648 -31 1707 45834649 -32 1741 46200422 -33 1777 46383923 -34 1810 46854553 -35 1843 47270297 -36 1873 47473868 -37 1911 48024371 -38 1946 48470016 -39 1982 49072947 -40 2017 49413734 -41 2049 49806950 -42 2079 50173952 -43 2108 50487296 -44 2140 50824806 -45 2170 51163545 -46 2199 51657523 -47 2229 52103168 -48 2256 52391526 -49 2284 52730265 -50 2307 53175091 -51 2330 53617049 -Hits Total -2233 2810 -Percent Hit: 79.4662% -Fitness -0.998744 -Real|Predicted -Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo -913 219 1320 357 -GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.96056 0.9983 0 17.543 3.3493 20 3 54 5 0.96056 0.9983 0 17.543 3.3493 20 3 54 5 -1 0 0.99095 0.99846 0 15.6083 3.4176 25 4 40 6 0.97576 0.99846 0 16.5756 3.3834 25 4 54 5 -2 0 0.99114 0.99849 0 14.976 3.5075 22 4 37 6 0.9809 0.99849 0 16.0423 3.4248 22 4 54 5 -3 0 0.99263 0.99854 0.09886 14.1725 3.4981 27 4 42 7 0.98382 0.99854 0 15.5749 3.4431 27 4 54 5 -4 0 0.99271 0.99856 0.09968 13.5146 3.5012 25 4 50 7 0.98559 0.99856 0 15.1627 3.4548 25 4 54 5 -5 0 0.99475 0.99857 0.09964 12.7713 3.4329 26 4 31 6 0.98713 0.99857 0 14.7644 3.451 26 4 54 5 -6 0 0.99475 0.9986 0 12.0061 3.3584 30 5 29 6 0.98821 0.9986 0 14.3701 3.4378 30 5 54 5 -7 0 0.99488 0.99862 0.19923 11.5468 3.3299 23 4 43 7 0.98905 0.99862 0 14.0173 3.4244 23 4 54 5 -8 0 0.995 0.99863 0.09979 10.8457 3.2222 25 5 27 7 0.98972 0.99863 0 13.6649 3.4019 25 5 54 5 -9 0 0.99612 0.99865 0.29909 10.5642 3.1751 27 5 37 6 0.99035 0.99865 0 13.3548 3.3792 27 5 54 5 -10 0 0.99551 0.99868 0.0998 10.078 3.1173 27 5 26 6 0.99082 0.99868 0 13.0571 3.3554 27 5 54 5 -11 0 0.99639 0.99869 0.39845 9.7339 3.076 27 5 33 7 0.99129 0.99869 0 12.7801 3.3322 27 5 54 5 -12 0 0.99626 0.99869 0.19932 9.2408 2.9873 24 5 28 7 0.99166 0.99869 0 12.508 3.3056 24 5 54 5 -13 0 0.99648 0.99869 0.29925 8.8523 2.9114 24 5 34 6 0.99202 0.99869 0 12.2467 3.2774 24 5 54 5 -14 0 0.99664 0.99869 0.3988 8.6408 2.8802 24 5 24 7 0.9923 0.99869 0 12.0065 3.251 24 5 54 5 -15 0 0.99638 0.99869 0.19941 8.3446 2.8164 24 5 29 6 0.99257 0.99869 0 11.7774 3.2237 24 5 54 5 -16 0 0.99638 0.9987 0.2993 7.7816 2.6763 21 4 18 6 0.9928 0.9987 0 11.5423 3.1917 21 4 54 5 -17 0 0.99637 0.9987 0.59832 7.5378 2.6308 21 4 21 5 0.993 0.9987 0 11.3199 3.1606 21 4 54 5 -18 0 0.99639 0.9987 0.19939 7.3851 2.594 21 4 24 6 0.99316 0.9987 0 11.1128 3.1307 21 4 54 5 -19 0 0.997 0.99871 0.39885 7.1418 2.5418 20 4 16 4 0.99336 0.99871 0 10.9142 3.1012 20 4 54 5 -20 0 0.99763 0.99871 0.69805 6.9469 2.4949 20 4 16 4 0.99355 0.99871 0 10.7253 3.0724 20 4 54 5 -21 0 0.99701 0.99872 0.69792 6.7447 2.4608 17 4 18 5 0.99371 0.99872 0 10.5444 3.0443 17 4 54 5 -22 0 0.99687 0.99872 0.29924 6.6247 2.419 17 4 13 4 0.99386 0.99872 0 10.3739 3.0173 17 4 54 5 -23 0 0.99739 0.99872 0.59828 6.3728 2.3423 17 4 19 5 0.994 0.99872 0 10.2073 2.9892 17 4 54 5 -24 0 0.99701 0.99872 0.39908 6.2168 2.3021 17 4 11 4 0.99412 0.99872 0 10.0476 2.9617 17 4 54 5 -25 0 0.99701 0.99872 0.69813 5.9945 2.2275 17 4 14 4 0.99424 0.99872 0 9.8917 2.9335 17 4 54 5 -26 0 0.9975 0.99872 0.69758 5.9075 2.2185 14 3 22 6 0.99438 0.99872 0 9.7442 2.9071 14 3 54 5 -27 0 0.99725 0.99872 0.49881 5.7684 2.1696 14 3 11 4 0.99445 0.99872 0 9.6021 2.8807 14 3 54 5 -28 0 0.99714 0.99872 0.59861 5.678 2.1279 14 3 7 3 0.99454 0.99872 0 9.4667 2.8548 14 3 54 5 -29 0 0.99714 0.99872 0.59814 5.499 2.0684 13 3 12 4 0.99463 0.99872 0 9.3346 2.8285 13 3 54 5 -30 0 0.99725 0.99872 0.49875 5.3926 2.0567 13 3 14 4 0.99474 0.99872 0 9.2076 2.8037 13 3 54 5 -31 0 0.99726 0.99872 0.49882 5.3139 2.027 13 3 14 4 0.99479 0.99872 0 9.0858 2.7794 13 3 54 5 -32 0 0.99714 0.99872 0.59847 5.2089 1.9949 14 3 11 4 0.99487 0.99872 0 8.9683 2.7555 14 3 54 5 -33 0 0.99763 0.99872 0.79806 5.208 2.0037 14 3 10 3 0.99495 0.99872 0 8.8577 2.7334 14 3 54 5 -34 0 0.99788 0.99872 0.89743 5.0364 1.9343 14 3 12 4 0.99504 0.99872 0 8.7485 2.7106 14 3 54 5 -35 0 0.99748 0.99872 0.59806 5.014 1.9294 14 3 11 3 0.9951 0.99872 0 8.6447 2.6889 14 3 54 5 -36 0 0.99724 0.99872 0.49865 4.9646 1.9272 14 3 11 4 0.99518 0.99872 0 8.5453 2.6684 14 3 54 5 -37 0 0.99775 0.99872 0.79785 4.8983 1.8915 14 3 8 3 0.99522 0.99872 0 8.4493 2.6478 14 3 54 5 -38 0 0.99762 0.99872 0.79809 4.9076 1.8888 14 3 9 3 0.9953 0.99872 0 8.3586 2.6283 14 3 54 5 -39 0 0.9975 0.99872 0.69813 4.8939 1.874 14 3 12 4 0.99535 0.99872 0 8.272 2.6095 14 3 54 5 -40 0 0.99723 0.99872 0.49868 4.8621 1.8558 13 3 12 3 0.9954 0.99872 0 8.1887 2.5911 13 3 54 5 -41 0 0.99751 0.99872 0.69827 4.8748 1.8576 13 3 9 3 0.99546 0.99872 0 8.1099 2.5737 13 3 54 5 -42 0 0.99725 0.99872 0.59825 4.7903 1.8323 13 3 10 3 0.99548 0.99872 0 8.0327 2.5564 13 3 54 5 -43 0 0.99738 0.99872 0.69831 4.7686 1.825 14 3 8 3 0.99554 0.99872 0 7.9585 2.5399 14 3 54 5 -44 0 0.9974 0.99873 0.59853 4.8102 1.8542 13 3 9 3 0.99557 0.99873 0 7.8884 2.5246 13 3 54 5 -45 0 0.99725 0.99873 0.49874 4.7732 1.8479 13 3 16 5 0.9956 0.99873 0 7.8208 2.5097 13 3 54 5 -46 0 0.99775 0.99873 0.79767 4.7604 1.8429 13 3 11 3 0.99565 0.99873 0 7.7558 2.4956 13 3 54 5 -47 0 0.99725 0.99873 0.49866 4.766 1.8341 13 3 11 4 0.99569 0.99873 0 7.6933 2.4819 13 3 54 5 -48 0 0.99776 0.99873 0.79792 4.7051 1.8044 13 3 12 4 0.99572 0.99873 0 7.6324 2.4682 13 3 54 5 -49 0 0.99738 0.99873 0.59864 4.6572 1.7919 13 3 10 3 0.99576 0.99873 0 7.5729 2.4545 13 3 54 5 -50 0 0.99787 0.99873 0.89739 4.6493 1.7877 13 3 11 4 0.99579 0.99873 0 7.5154 2.4414 13 3 54 5 diff --git a/Seminar/normal/aggregated_best_hits.tsv b/Seminar/normal/aggregated_best_hits.tsv deleted file mode 100644 index f287e4e..0000000 --- a/Seminar/normal/aggregated_best_hits.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 5572828949 -Wall Time (ms): 2524 -CPU Cycles: 7698253938375333 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 30642176 -2 132 32215040 -3 222 33001472 -4 316 33263616 -5 425 33787904 -6 492 34312192 -7 545 34836480 -8 599 35622912 -9 660 36147200 -10 731 36671488 -11 815 37195776 -12 902 37720064 -13 959 37982208 -14 1015 39030784 -15 1064 39030784 -16 1109 39555072 -17 1154 40079360 -18 1212 40865792 -19 1263 41390080 -20 1312 41914368 -21 1339 42176512 -22 1382 42962944 -23 1437 43487232 -24 1471 44011520 -25 1516 44482560 -26 1564 45006848 -27 1611 45531136 -28 1654 46055424 -29 1687 46579712 -30 1733 46841856 -31 1774 47104000 -32 1816 47628288 -33 1856 47890432 -34 1883 48414720 -35 1910 48676864 -36 1946 48676864 -37 1994 49201152 -38 2020 49725440 -39 2046 49725440 -40 2084 50774016 -41 2120 51036160 -42 2155 51298304 -43 2200 51560448 -44 2228 51822592 -45 2262 52084736 -46 2302 52609024 -47 2329 52871168 -48 2362 53395456 -49 2389 53919744 -50 2411 54706176 -51 2429 55230464 -Aggregation Count: 1 -Timer Name Value -CPU Time (ns): 5572828949 -Wall Time (ms): 2441 -CPU Cycles: 7698253938375333 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 4 30642176 -2 132 32215040 -3 222 33001472 -4 316 33263616 -5 425 33787904 -6 492 34312192 -7 545 34836480 -8 599 35622912 -9 660 36147200 -10 731 36671488 -11 815 37195776 -12 902 37720064 -13 959 37982208 -14 1015 39030784 -15 1064 39030784 -16 1109 39555072 -17 1154 40079360 -18 1212 40865792 -19 1263 41390080 -20 1312 41914368 -21 1339 42176512 -22 1382 42962944 -23 1437 43487232 -24 1471 44011520 -25 1516 44482560 -26 1564 45006848 -27 1611 45531136 -28 1654 46055424 -29 1687 46579712 -30 1733 46841856 -31 1774 47104000 -32 1816 47628288 -33 1856 47890432 -34 1883 48414720 -35 1910 48676864 -36 1946 48676864 -37 1994 49201152 -38 2020 49725440 -39 2046 49725440 -40 2084 50774016 -41 2120 51036160 -42 2155 51298304 -43 2200 51560448 -44 2228 51822592 -45 2262 52084736 -46 2302 52609024 -47 2329 52871168 -48 2362 53395456 -49 2389 53919744 -50 2411 54706176 -51 2429 55230464 -Hits Total -2559 2810 -Percent Hit: 91.0676% -Fitness -0.998919 -Real|Predicted -Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo -988 153 1571 98 -GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9618 0.9986 0 17.274 3.348 12 5 83 6 0.9618 0.9986 0 17.274 3.348 12 5 83 6 -1 0 0.9917 0.9986 0 14.729 3.29 12 5 18 5 0.9768 0.9986 0 16.001 3.319 12 5 83 6 -2 0 0.993 0.9986 0 14.17 3.36 12 5 19 5 0.9822 0.9986 0 15.391 3.333 12 5 83 6 -3 0 0.9967 0.9986 0 12.764 3.317 12 5 61 7 0.9858 0.9986 0 14.734 3.329 12 5 83 6 -4 0 0.9942 0.9986 0 12.44 3.289 12 5 35 7 0.9875 0.9986 0 14.275 3.321 12 5 83 6 -5 0 0.9955 0.9987 0 13.078 3.433 25 7 71 7 0.9888 0.9987 0 14.076 3.339 25 7 83 6 -6 0 0.9955 0.9987 0 12.162 3.345 53 6 78 13 0.9898 0.9987 0 13.802 3.34 53 6 83 6 -7 0 0.9967 0.9987 0 11.768 3.346 53 6 35 11 0.9907 0.9987 0 13.548 3.341 53 6 83 6 -8 0 0.9967 0.9988 0 10.871 3.234 77 12 27 8 0.9913 0.9988 0 13.251 3.329 77 12 83 6 -9 0 0.998 0.9988 0.9973 10.979 3.165 77 12 27 7 0.992 0.9988 0 13.023 3.313 77 12 83 6 -10 0 0.9955 0.9988 0 11.534 3.304 77 12 12 5 0.9923 0.9988 0 12.888 3.312 77 12 83 6 -11 0 0.998 0.9988 0.9975 10.899 3.286 77 12 10 4 0.9928 0.9988 0 12.722 3.31 77 12 83 6 -12 0 0.9955 0.9988 0 10.401 3.261 50 8 20 8 0.993 0.9988 0 12.544 3.306 50 8 83 6 -13 0 0.9967 0.9988 0 9.635 3.14 50 8 26 8 0.9933 0.9988 0 12.336 3.294 50 8 83 6 -14 0 0.9942 0.9988 0 9.221 3.022 50 8 33 12 0.9933 0.9988 0 12.128 3.276 50 8 83 6 -15 0 0.9955 0.9988 0 8.884 2.93 50 8 12 5 0.9935 0.9988 0 11.925 3.254 50 8 83 6 -16 0 0.9955 0.9988 0 8.356 2.664 50 8 18 7 0.9936 0.9988 0 11.716 3.22 50 8 83 6 -17 0 0.993 0.9988 0 8.325 2.709 50 8 44 7 0.9935 0.9988 0 11.527 3.191 50 8 83 6 -18 0 0.9955 0.9988 0 8.139 2.734 50 8 39 7 0.9936 0.9988 0 11.349 3.167 50 8 83 6 -19 0 0.9955 0.9989 0 8.371 2.803 38 7 5 2 0.9937 0.9989 0 11.2 3.149 38 7 83 6 -20 0 0.998 0.9989 0.9979 7.971 2.667 38 7 11 4 0.9939 0.9989 0 11.046 3.126 38 7 83 6 -21 0 0.998 0.9989 0.9976 7.265 2.57 38 7 10 5 0.9941 0.9989 0 10.874 3.101 38 7 83 6 -22 0 0.9955 0.9989 0 7.149 2.555 38 7 16 4 0.9942 0.9989 0 10.712 3.077 38 7 83 6 -23 0 0.9967 0.9989 0 7.001 2.501 38 7 23 6 0.9943 0.9989 0 10.558 3.053 38 7 83 6 -24 0 0.998 0.9989 0.998 6.975 2.485 38 7 5 3 0.9944 0.9989 0 10.414 3.03 38 7 83 6 -25 0 0.9942 0.9989 0 6.673 2.414 37 5 32 6 0.9944 0.9989 0 10.27 3.007 37 5 83 6 -26 0 0.998 0.9989 0.9977 6.231 2.28 37 5 4 2 0.9946 0.9989 0 10.121 2.98 37 5 83 6 -27 0 0.9967 0.9989 0 6.082 2.254 37 5 12 4 0.9946 0.9989 0 9.977 2.954 37 5 83 6 -28 0 0.9967 0.9989 0 6.43 2.357 37 5 9 4 0.9947 0.9989 0 9.854 2.933 37 5 83 6 -29 0 0.998 0.9989 0.9975 5.874 2.203 37 5 26 6 0.9948 0.9989 0 9.722 2.909 37 5 83 6 -30 0 0.998 0.9989 0.9976 5.83 2.225 37 5 15 5 0.9949 0.9989 0 9.596 2.887 37 5 83 6 -31 0 0.9955 0.9989 0 6.016 2.205 37 5 7 3 0.9949 0.9989 0 9.484 2.865 37 5 83 6 -32 0 0.998 0.9989 0.9978 6.053 2.186 37 5 7 3 0.995 0.9989 0 9.38 2.845 37 5 83 6 -33 0 0.9955 0.9989 0 6.031 2.144 37 5 9 4 0.995 0.9989 0 9.282 2.824 37 5 83 6 -34 0 0.9967 0.9989 0 5.849 2.099 37 5 28 8 0.9951 0.9989 0 9.184 2.804 37 5 83 6 -35 0 0.9967 0.9989 0 5.82 2.123 37 5 28 5 0.9951 0.9989 0 9.09 2.785 37 5 83 6 -36 0 0.998 0.9989 0.9975 5.981 2.178 37 5 22 7 0.9952 0.9989 0 9.006 2.768 37 5 83 6 -37 0 0.998 0.9989 0.9975 5.731 2.083 37 5 8 5 0.9953 0.9989 0 8.92 2.75 37 5 83 6 -38 0 0.998 0.9989 0.9979 5.696 2.081 37 5 12 4 0.9954 0.9989 0 8.837 2.733 37 5 83 6 -39 0 0.998 0.9989 0.9979 5.925 2.112 37 5 4 2 0.9954 0.9989 0 8.765 2.717 37 5 83 6 -40 0 0.998 0.9989 0.9979 5.691 2.055 37 5 5 2 0.9955 0.9989 0 8.69 2.701 37 5 83 6 -41 0 0.9955 0.9989 0 5.876 2.171 37 5 16 7 0.9955 0.9989 0 8.623 2.689 37 5 83 6 -42 0 0.9967 0.9989 0 5.525 2.049 37 5 8 4 0.9955 0.9989 0 8.551 2.674 37 5 83 6 -43 0 0.998 0.9989 0.9978 5.354 2 37 5 6 3 0.9956 0.9989 0 8.478 2.659 37 5 83 6 -44 0 0.9955 0.9989 0 5.598 2.098 37 5 10 5 0.9956 0.9989 0 8.414 2.646 37 5 83 6 -45 0 0.9967 0.9989 0 5.295 1.989 37 5 9 4 0.9956 0.9989 0 8.346 2.632 37 5 83 6 -46 0 0.998 0.9989 0.9976 5.447 2.015 37 5 8 4 0.9956 0.9989 0 8.284 2.619 37 5 83 6 -47 0 0.9967 0.9989 0 5.409 2.022 37 5 18 8 0.9957 0.9989 0 8.225 2.606 37 5 83 6 -48 0 0.998 0.9989 0.9979 5.326 2.047 37 5 15 4 0.9957 0.9989 0 8.165 2.595 37 5 83 6 -49 0 0.998 0.9989 0.9974 5.143 1.97 37 5 7 3 0.9958 0.9989 0 8.105 2.582 37 5 83 6 -50 0 0.998 0.9989 0.9979 5.125 1.939 43 8 3 1 0.9958 0.9989 0 8.046 2.57 43 8 83 6 diff --git a/Seminar/pyrimd 5gen/aggregated_all.tsv b/Seminar/pyrimd 5gen/aggregated_all.tsv deleted file mode 100644 index 1feaef1..0000000 --- a/Seminar/pyrimd 5gen/aggregated_all.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 128487375497 -Wall Time (ms): 15909 -CPU Cycles: 2.00167272479055E+017 -Snapshot # Snapshot Time(ms) Value(Bytes) Memory (mb) Memory (mb) -1 9 3397562368 3240.16796875 3240.2 -2 1658 3576848384 3411.1484375 3411.1 -3 2426 3649642496 3480.5703125 3480.6 -4 3214 3725844480 3553.2421875 3553.2 -5 3929 3797495808 3621.57421875 3621.6 -6 4447 3868270592 3689.0703125 3689.1 -7 5969 3108220928 2964.23046875 2964.2 -8 6522 3161354240 3014.90234375 3014.9 -9 7185 3211517952 3062.7421875 3062.7 -10 7587 3262111744 3110.9921875 3111 -11 7869 3315118080 3161.54296875 3161.5 -12 9071 2654027776 2531.078125 2531.1 -13 9400 2691354624 2566.67578125 2566.7 -14 9751 2729537536 2603.08984375 2603.1 -15 10044 2768101376 2639.8671875 2639.9 -16 10252 2805739520 2675.76171875 2675.8 -17 11005 2238959616 2135.23828125 2135.2 -18 11222 2266390528 2161.3984375 2161.4 -19 11462 2293784576 2187.5234375 2187.5 -20 11674 2324582400 2216.89453125 2216.9 -21 11812 2351267840 2242.34375 2242.3 -22 12370 1776009216 1693.734375 1693.7 -23 12521 1797734400 1714.453125 1714.5 -24 12677 1815162880 1731.07421875 1731.1 -25 12816 1833988096 1749.02734375 1749 -26 12910 1853816832 1767.9375 1767.9 -27 13332 1495465984 1426.1875 1426.2 -28 13451 1509064704 1439.15625 1439.2 -29 13574 1525772288 1455.08984375 1455.1 -30 13672 1541455872 1470.046875 1470 -31 13744 1560272896 1487.9921875 1488 -32 14063 1126457344 1074.2734375 1074.3 -33 14149 1135624192 1083.015625 1083 -34 14235 1146609664 1093.4921875 1093.5 -35 14308 1156829184 1103.23828125 1103.2 -36 14361 1168625664 1114.48828125 1114.5 -37 14630 900403200 858.69140625 858.7 -38 14691 908525568 866.4375 866.4 -39 14754 916844544 874.37109375 874.4 -40 14811 924385280 881.5625 881.6 -41 14853 931704832 888.54296875 888.5 -42 15026 744726528 710.2265625 710.2 -43 15080 751747072 716.921875 716.9 -44 15136 757485568 722.39453125 722.4 -45 15183 762949632 727.60546875 727.6 -46 15220 769204224 733.5703125 733.6 -47 15273 561893376 535.86328125 535.9 -48 15311 565301248 539.11328125 539.1 -49 15347 568647680 542.3046875 542.3 -50 15381 573882368 547.296875 547.3 -51 15412 578076672 551.296875 551.3 -Aggregation Count: 120 -Timer Name Value -CPU Time (ns): 1070728129 -Wall Time (ms): 3608 -CPU Cycles: 1668060603992127 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 9 28313019 -2 1658 29807069 -3 2426 30413687 -4 3214 31048704 -5 3929 31645798 -6 4447 32235588 -7 5969 32718115 -8 6522 33277413 -9 7185 33805452 -10 7587 34338018 -11 7869 34895979 -12 9071 35387037 -13 9400 35884728 -14 9751 36393833 -15 10044 36908018 -16 10252 37409860 -17 11005 37948468 -18 11222 38413398 -19 11462 38877704 -20 11674 39399701 -21 11812 39851997 -22 12370 40363845 -23 12521 40857600 -24 12677 41253701 -25 12816 41681547 -26 12910 42132200 -27 13332 42727599 -28 13451 43116134 -29 13574 43593493 -30 13672 44041596 -31 13744 44579225 -32 14063 45058293 -33 14149 45424967 -34 14235 45864386 -35 14308 46273167 -36 14361 46745026 -37 14630 47389642 -38 14691 47817135 -39 14754 48254976 -40 14811 48651856 -41 14853 49037096 -42 15026 49648435 -43 15080 50116471 -44 15136 50499037 -45 15183 50863308 -46 15220 51280281 -47 15273 51081216 -48 15311 51391022 -49 15347 51695243 -50 15381 52171124 -51 15412 52552424 -Hits Total -2092 2810 -Percent Hit: 74.4484% -Fitness -0.99864 -Real|Predicted -Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo -854 274 1238 443 -GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.959546 0.998395 0 17.532 3.33788 29 4 49 5 0.959546 0.998395 0 17.532 3.33788 29 4 49 5 -1 0 0.99125 0.998495 0 15.6725 3.41047 26 4 38 5 0.975395 0.998495 0 16.6022 3.37408 26 4 49 5 -2 0 0.991933 0.998543 0.00830583 14.9154 3.45697 28 4 37 6 0.980908 0.998543 0 16.04 3.40174 28 4 49 5 -3 0 0.993082 0.998565 0.01649 14.1697 3.47588 29 4 39 6 0.983948 0.998565 0 15.5724 3.42029 29 4 49 5 -4 0 0.993687 0.998581 0.0496133 13.5603 3.47152 30 4 36 6 0.985894 0.998581 0 15.1699 3.4305 30 4 49 5 -5 0 0.787118 0.790617 0.0498425 10.2234 2.72774 24 4 30 5 0.781564 0.790617 0 11.7231 2.72286 24 4 40 4 -6 0 0.787037 0.790626 0.0332192 9.86053 2.70562 23 4 29 5 0.782347 0.790626 0 11.457 2.72038 23 4 40 4 -7 0 0.787285 0.790632 0.041535 9.46728 2.66753 24 4 27 5 0.782966 0.790632 0 11.2083 2.71378 24 4 40 4 -8 0 0.787713 0.790647 0.0575917 9.07239 2.62258 23 4 28 6 0.783491 0.790647 0 10.9709 2.70364 23 4 40 4 -9 0 0.787973 0.790648 0.0748358 8.67513 2.57717 23 4 26 5 0.783947 0.790648 0 10.7413 2.69107 23 4 40 4 -10 0 0.622166 0.624224 0.0830792 6.60994 1.99455 18 3 21 4 0.619166 0.624224 0 8.31524 2.11297 18 3 30 3 -11 0 0.622283 0.624227 0.0996542 6.3108 1.93667 18 3 19 4 0.619418 0.624227 0 8.14818 2.09827 18 3 30 3 -12 0 0.622436 0.624228 0.09936 6.02227 1.88702 17 3 17 4 0.619652 0.624228 0 7.98467 2.08204 17 3 30 3 -13 0 0.622651 0.62423 0.182631 5.77388 1.84545 17 3 20 4 0.619867 0.62423 0 7.82679 2.06512 17 3 30 3 -14 0 0.622795 0.624232 0.190933 5.55676 1.80265 16 3 17 4 0.620066 0.624232 0 7.67542 2.0476 16 3 30 3 -15 0 0.489927 0.491078 0.165796 4.22495 1.39148 13 2 14 3 0.487887 0.491078 0 5.88871 1.59147 13 2 22 2 -16 0 0.489954 0.491078 0.157612 4.11584 1.36414 13 2 13 3 0.488006 0.491078 0 5.78448 1.57816 13 2 22 2 -17 0 0.490062 0.491079 0.174536 3.97624 1.33219 13 2 11 2 0.488122 0.491079 0 5.684 1.56445 13 2 22 2 -18 0 0.49005 0.491079 0.207356 3.86952 1.30882 13 2 10 2 0.488221 0.491079 0 5.58847 1.551 13 2 22 2 -19 0 0.490157 0.491079 0.199441 3.76887 1.28289 13 2 10 2 0.488319 0.491079 0 5.49753 1.53758 13 2 22 2 -20 0 0.365587 0.366242 0.199277 2.78186 0.940375 11 2 7 2 0.364192 0.366242 0 4.06937 1.14141 11 2 17 1 -21 0 0.365519 0.366242 0.163366 2.68132 0.921567 11 2 7 2 0.364251 0.366242 0 4.00625 1.13142 11 2 17 1 -22 0 0.365617 0.366242 0.215477 2.63288 0.906417 11 2 8 2 0.364314 0.366242 0 3.94655 1.12167 11 2 17 1 -23 0 0.365652 0.366242 0.191049 2.59676 0.895483 11 2 8 1 0.364368 0.366242 0 3.89031 1.11222 11 2 17 1 -24 0 0.365632 0.366242 0.199234 2.51162 0.882167 11 2 7 1 0.364418 0.366242 0 3.83517 1.10303 11 2 17 1 -25 0 0.290822 0.291336 0.157812 1.99712 0.695858 9 1 5 1 0.289892 0.291336 0 3.01904 0.873283 9 1 13 1 -26 0 0.290804 0.291336 0.166203 1.94356 0.682192 9 1 4 1 0.289927 0.291336 0 2.97923 0.866233 9 1 13 1 -27 0 0.290836 0.291336 0.149503 1.92087 0.676917 9 1 5 1 0.289959 0.291336 0 2.94141 0.859458 9 1 13 1 -28 0 0.290807 0.291336 0.145443 1.88832 0.664933 9 1 3 1 0.289988 0.291336 0 2.90512 0.852767 9 1 13 1 -29 0 0.290918 0.291337 0.174486 1.8501 0.656933 9 1 5 1 0.290018 0.291337 0 2.86993 0.846225 9 1 13 1 -30 0 0.207835 0.208103 0.149292 1.34421 0.467108 7 1 2 0 0.207161 0.208103 0 2.02166 0.594075 7 1 10 1 -31 0 0.207763 0.208103 0.106258 1.34086 0.466283 7 1 4 1 0.207177 0.208103 0 2.00037 0.590092 7 1 10 1 -32 0 0.207762 0.208103 0.10801 1.31567 0.457783 7 1 2 0 0.207198 0.208103 0 1.97961 0.586067 7 1 10 1 -33 0 0.207813 0.208103 0.149643 1.30567 0.457417 7 1 2 0 0.207215 0.208103 0 1.9598 0.582292 7 1 10 1 -34 0 0.207773 0.208103 0.116194 1.29134 0.456117 7 1 2 0 0.207231 0.208103 0 1.9407 0.578692 7 1 10 1 -35 0 0.157963 0.158159 0.133002 0.982733 0.342033 6 1 2 0 0.157508 0.158159 0 1.46358 0.436992 6 1 7 0 -36 0 0.157922 0.158159 0.091395 0.96945 0.340392 6 1 1 0 0.157516 0.158159 0 1.45022 0.4344 6 1 7 0 -37 0 0.157879 0.158159 0.0824792 0.96365 0.339083 6 1 2 0 0.157527 0.158159 0 1.43741 0.431875 6 1 7 0 -38 0 0.157964 0.158159 0.116259 0.949642 0.338342 6 1 2 0 0.157538 0.158159 0 1.42492 0.429475 6 1 7 0 -39 0 0.157891 0.158159 0.091315 0.94505 0.336633 6 1 4 0 0.157547 0.158159 0 1.41292 0.427142 6 1 7 0 -40 0 0.124684 0.124863 0.0994675 0.764542 0.269158 5 1 3 0 0.124397 0.124863 0 1.11866 0.336525 5 1 5 0 -41 0 0.124603 0.124863 0.0414258 0.745392 0.264975 5 1 1 0 0.124404 0.124863 0 1.10978 0.334825 5 1 5 0 -42 0 0.124675 0.124863 0.0745808 0.75105 0.267017 5 1 2 0 0.124409 0.124863 0 1.10143 0.333242 5 1 5 0 -43 0 0.124676 0.124863 0.083035 0.739483 0.265608 5 1 3 0 0.124415 0.124863 0 1.0932 0.3317 5 1 5 0 -44 0 0.124687 0.124863 0.0912717 0.737267 0.262775 5 1 2 0 0.124421 0.124863 0 1.08531 0.33015 5 1 5 0 -45 0 0.09146 0.0915658 0.074825 0.498925 0.184467 3 0 1 0 0.0912533 0.0915658 0 0.772492 0.239275 3 0 4 0 -46 0 0.0914083 0.0915658 0.0665075 0.495608 0.184942 3 0 1 0 0.0912583 0.0915658 0 0.766608 0.238108 3 0 4 0 -47 0 0.0914092 0.0915658 0.041525 0.485542 0.1803 3 0 1 0 0.0912608 0.0915658 0 0.760767 0.236908 3 0 4 0 -48 0 0.09144 0.0915658 0.0665142 0.482642 0.17975 2 0 0 0 0.0912633 0.0915658 0 0.755083 0.235733 2 0 4 0 -49 0 0.0914192 0.0915658 0.05816 0.481433 0.180925 2 0 1 0 0.0912675 0.0915658 0 0.749608 0.23465 2 0 4 0 -50 0 0.0664475 0.0665933 0.0332042 0.346192 0.1293 2 0 1 0 0.0663717 0.0665933 0 0.542825 0.169708 2 0 3 0 diff --git a/Seminar/pyrimd 5gen/aggregated_best_fitness.tsv b/Seminar/pyrimd 5gen/aggregated_best_fitness.tsv deleted file mode 100644 index bf6413d..0000000 --- a/Seminar/pyrimd 5gen/aggregated_best_fitness.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 5214431582 -Wall Time (ms): 15909 -CPU Cycles: 7698745986218189 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 6 30371840 -2 638 32206848 -3 684 32993280 -4 735 33255424 -5 792 33779712 -6 850 34566144 -7 5832 35352576 -8 6453 35876864 -9 7099 36401152 -10 7422 36917248 -11 7713 37441536 -12 8966 37703680 -13 9219 37703680 -14 9425 38490112 -15 9683 38752256 -16 9955 39276544 -17 10846 39538688 -18 10956 39800832 -19 11170 40325120 -20 11379 40587264 -21 11560 41373696 -22 12240 41635840 -23 12362 42160128 -24 12489 42684416 -25 12632 43208704 -26 12736 43732992 -27 13150 43732992 -28 13213 43995136 -29 13338 44519424 -30 13448 44781568 -31 13549 45568000 -32 13875 46092288 -33 13944 46092288 -34 14024 46878720 -35 14108 47140864 -36 14187 47403008 -37 14395 48189440 -38 14430 48975872 -39 14478 48709632 -40 14547 49496064 -41 14609 49758208 -42 14822 50544640 -43 14905 51068928 -44 14941 51064832 -45 14998 51064832 -46 15034 51589120 -47 15173 52113408 -48 15219 52375552 -49 15249 52592640 -50 15276 53116928 -51 15301 53379072 -Aggregation Count: 1 -Timer Name Value -CPU Time (ns): 5214431582 -Wall Time (ms): 15386 -CPU Cycles: 7698745986218189 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 6 30371840 -2 638 32206848 -3 684 32993280 -4 735 33255424 -5 792 33779712 -6 850 34566144 -7 5832 35352576 -8 6453 35876864 -9 7099 36401152 -10 7422 36917248 -11 7713 37441536 -12 8966 37703680 -13 9219 37703680 -14 9425 38490112 -15 9683 38752256 -16 9955 39276544 -17 10846 39538688 -18 10956 39800832 -19 11170 40325120 -20 11379 40587264 -21 11560 41373696 -22 12240 41635840 -23 12362 42160128 -24 12489 42684416 -25 12632 43208704 -26 12736 43732992 -27 13150 43732992 -28 13213 43995136 -29 13338 44519424 -30 13448 44781568 -31 13549 45568000 -32 13875 46092288 -33 13944 46092288 -34 14024 46878720 -35 14108 47140864 -36 14187 47403008 -37 14395 48189440 -38 14430 48975872 -39 14478 48709632 -40 14547 49496064 -41 14609 49758208 -42 14822 50544640 -43 14905 51068928 -44 14941 51064832 -45 14998 51064832 -46 15034 51589120 -47 15173 52113408 -48 15219 52375552 -49 15249 52592640 -50 15276 53116928 -51 15301 53379072 -Hits Total -2587 2810 -Percent Hit: 92.0641% -Fitness -0.998925 -Real|Predicted -Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo -1001 144 1586 79 -GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9593 0.9981 0 17.308 3.389 5 4 35 5 0.9593 0.9981 0 17.308 3.389 5 4 35 5 -1 0 0.9867 0.9984 0 15.875 3.459 5 2 14 4 0.973 0.9984 0 16.591 3.424 5 2 35 5 -2 0 0.993 0.9984 0 14.957 3.42 5 2 130 9 0.9797 0.9984 0 16.047 3.422 5 2 35 5 -3 0 0.988 0.9984 0 14.111 3.464 5 2 15 6 0.9817 0.9984 0 15.563 3.433 5 2 35 5 -4 0 0.9942 0.9985 0 13.316 3.5 8 5 26 6 0.9842 0.9985 0 15.114 3.446 8 5 35 5 -5 0 0.988 0.9989 0 12.184 3.345 29 5 16 5 0.9849 0.9989 0 14.625 3.429 29 5 35 5 -6 0 0.9942 0.9989 0 11.52 3.312 29 5 27 5 0.9862 0.9989 0 14.182 3.413 29 5 35 5 -7 0 0.9942 0.9989 0 10.631 3.197 29 5 49 9 0.9872 0.9989 0 13.738 3.386 29 5 35 5 -8 0 0.998 0.9989 0.9979 10.211 3.125 29 5 38 7 0.9884 0.9989 0 13.346 3.357 29 5 35 5 -9 0 0.9942 0.9989 0 8.619 2.864 29 5 13 5 0.989 0.9989 0 12.873 3.308 29 5 35 5 -10 0 0.9967 0.9989 0 7.81 2.661 29 5 18 8 0.9897 0.9989 0 12.413 3.249 29 5 35 5 -11 0 0.9967 0.9989 0 7.416 2.644 29 5 37 9 0.9903 0.9989 0 11.997 3.198 29 5 35 5 -12 0 0.998 0.9989 0.9977 6.626 2.422 29 5 5 3 0.9909 0.9989 0 11.583 3.139 29 5 35 5 -13 0 0.998 0.9989 0.9978 6.746 2.441 29 5 7 3 0.9914 0.9989 0 11.238 3.089 29 5 35 5 -14 0 0.998 0.9989 0.9979 7.074 2.521 29 5 14 6 0.9918 0.9989 0 10.96 3.051 29 5 35 5 -15 0 0.998 0.9989 0.9977 6.509 2.375 29 5 4 2 0.9922 0.9989 0 10.682 3.009 29 5 35 5 -16 0 0.9955 0.9989 0 5.781 2.126 29 5 8 4 0.9924 0.9989 0 10.394 2.957 29 5 35 5 -17 0 0.998 0.9989 0.9979 5.41 2.031 29 5 4 2 0.9927 0.9989 0 10.117 2.905 29 5 35 5 -18 0 0.998 0.9989 0.9978 5.446 2.075 29 5 7 4 0.993 0.9989 0 9.871 2.862 29 5 35 5 -19 0 0.998 0.9989 0.9979 5.15 1.956 29 5 3 1 0.9932 0.9989 0 9.635 2.816 29 5 35 5 -20 0 0.998 0.9989 0.9975 5.08 1.925 29 5 33 8 0.9935 0.9989 0 9.418 2.774 29 5 35 5 -21 0 0.998 0.9989 0.9976 5.39 1.99 29 5 3 1 0.9937 0.9989 0 9.235 2.738 29 5 35 5 -22 0 0.998 0.9989 0.9976 4.734 1.748 29 5 3 1 0.9938 0.9989 0 9.039 2.695 29 5 35 5 -23 0 0.9967 0.9989 0 4.949 1.853 27 5 22 6 0.994 0.9989 0 8.869 2.66 27 5 35 5 -24 0 0.9967 0.9989 0 5.316 1.97 27 5 11 4 0.9941 0.9989 0 8.727 2.633 27 5 35 5 -25 0 0.9967 0.9989 0 5.275 1.95 27 5 13 6 0.9942 0.9989 0 8.594 2.606 27 5 35 5 -26 0 0.998 0.9989 0.9979 4.965 1.829 27 5 3 1 0.9943 0.9989 0 8.46 2.578 27 5 35 5 -27 0 0.998 0.9989 0.9979 5.255 1.93 27 5 3 1 0.9944 0.9989 0 8.345 2.554 27 5 35 5 -28 0 0.998 0.9989 0.9979 5.744 2.067 27 5 12 6 0.9946 0.9989 0 8.255 2.538 27 5 35 5 -29 0 0.998 0.9989 0.9979 6.104 2.156 27 5 4 2 0.9947 0.9989 0 8.184 2.525 27 5 35 5 -30 0 0.998 0.9989 0.9979 6.027 2.195 27 5 1 0 0.9948 0.9989 0 8.114 2.514 27 5 35 5 -31 0 0.998 0.9989 0.9979 6.168 2.306 27 5 4 2 0.9949 0.9989 0 8.053 2.508 27 5 35 5 -32 0 0.9967 0.9989 0 5.789 2.208 27 5 7 3 0.9949 0.9989 0 7.985 2.499 27 5 35 5 -33 0 0.998 0.9989 0.9977 5.644 2.112 27 5 4 2 0.995 0.9989 0 7.916 2.487 27 5 35 5 -34 0 0.998 0.9989 0.9977 5.848 2.181 27 5 4 2 0.9951 0.9989 0 7.857 2.479 27 5 35 5 -35 0 0.9967 0.9989 0 5.826 2.176 27 5 9 3 0.9952 0.9989 0 7.8 2.47 27 5 35 5 -36 0 0.998 0.9989 0.9976 5.454 2.086 26 5 8 4 0.9952 0.9989 0 7.737 2.46 26 5 35 5 -37 0 0.998 0.9989 0.9956 5.378 2.033 26 5 11 3 0.9953 0.9989 0 7.675 2.449 26 5 35 5 -38 0 0.998 0.9989 0.9979 5.723 2.154 26 5 2 1 0.9954 0.9989 0 7.625 2.441 26 5 35 5 -39 0 0.998 0.9989 0.9975 5.51 2.125 26 5 4 2 0.9954 0.9989 0 7.572 2.433 26 5 35 5 -40 0 0.998 0.9989 0.9979 5.254 2.019 26 5 4 2 0.9955 0.9989 0 7.515 2.423 26 5 35 5 -41 0 0.9955 0.9989 0 5.122 2.01 26 5 20 8 0.9955 0.9989 0 7.458 2.413 26 5 35 5 -42 0 0.998 0.9989 0.9979 5.061 1.972 26 5 7 4 0.9956 0.9989 0 7.403 2.403 26 5 35 5 -43 0 0.998 0.9989 0.9978 5.01 1.944 26 5 5 2 0.9956 0.9989 0 7.348 2.392 26 5 35 5 -44 0 0.9967 0.9989 0 4.7 1.846 26 5 9 3 0.9956 0.9989 0 7.289 2.38 26 5 35 5 -45 0 0.998 0.9989 0.9979 4.543 1.754 26 5 18 6 0.9957 0.9989 0 7.23 2.367 26 5 35 5 -46 0 0.998 0.9989 0.9979 4.665 1.817 26 5 11 4 0.9957 0.9989 0 7.175 2.355 26 5 35 5 -47 0 0.998 0.9989 0.9975 4.51 1.762 26 5 5 2 0.9958 0.9989 0 7.12 2.343 26 5 35 5 -48 0 0.998 0.9989 0.9979 4.633 1.759 27 6 6 4 0.9958 0.9989 0 7.069 2.331 27 6 35 5 -49 0 0.998 0.9989 0.9976 4.739 1.776 27 6 23 5 0.9959 0.9989 0 7.022 2.32 27 6 35 5 -50 0 0.998 0.9989 0.9976 4.707 1.775 27 6 23 5 0.9959 0.9989 0 6.977 2.309 27 6 35 5 diff --git a/Seminar/pyrimd 5gen/aggregated_best_generations.tsv b/Seminar/pyrimd 5gen/aggregated_best_generations.tsv deleted file mode 100644 index 2655d8e..0000000 --- a/Seminar/pyrimd 5gen/aggregated_best_generations.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 47750159070 -Wall Time (ms): 15909 -CPU Cycles: 61589968152667233 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 13 227000320 -2 1550 239845376 -3 2212 244301824 -4 2977 249262080 -5 3664 254476288 -6 4168 259706880 -7 6022 263610368 -8 6579 269115392 -9 7221 273297408 -10 7638 278007808 -11 7923 281939968 -12 9095 285609984 -13 9411 289280000 -14 9760 293728256 -15 10028 297398272 -16 10243 300756992 -17 11003 305160192 -18 11213 308027392 -19 11450 311173120 -20 11675 316100608 -21 11805 320294912 -22 12353 323178496 -23 12509 326848512 -24 12658 329973760 -25 12789 333856768 -26 12877 336994304 -27 13304 340910080 -28 13415 343236608 -29 13522 346636288 -30 13622 350306304 -31 13697 355024896 -32 14006 358432768 -33 14089 361840640 -34 14175 366034944 -35 14241 368918528 -36 14300 372588544 -37 14537 376520704 -38 14594 380452864 -39 14654 384905216 -40 14712 387522560 -41 14752 391454720 -42 14945 394076160 -43 14997 397742080 -44 15052 400359424 -45 15098 402677760 -46 15138 405524480 -47 15278 408932352 -48 15316 411815936 -49 15351 413851648 -50 15385 417775616 -51 15416 419872768 -Aggregation Count: 8 -Timer Name Value -CPU Time (ns): 5968769883 -Wall Time (ms): 15498 -CPU Cycles: 7698746019083404 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 13 28375040 -2 1550 29980672 -3 2212 30537728 -4 2977 31157760 -5 3664 31809536 -6 4168 32463360 -7 6022 32951296 -8 6579 33639424 -9 7221 34162176 -10 7638 34750976 -11 7923 35242496 -12 9095 35701248 -13 9411 36160000 -14 9760 36716032 -15 10028 37174784 -16 10243 37594624 -17 11003 38145024 -18 11213 38503424 -19 11450 38896640 -20 11675 39512576 -21 11805 40036864 -22 12353 40397312 -23 12509 40856064 -24 12658 41246720 -25 12789 41732096 -26 12877 42124288 -27 13304 42613760 -28 13415 42904576 -29 13522 43329536 -30 13622 43788288 -31 13697 44378112 -32 14006 44804096 -33 14089 45230080 -34 14175 45754368 -35 14241 46114816 -36 14300 46573568 -37 14537 47065088 -38 14594 47556608 -39 14654 48113152 -40 14712 48440320 -41 14752 48931840 -42 14945 49259520 -43 14997 49717760 -44 15052 50044928 -45 15098 50334720 -46 15138 50690560 -47 15278 51116544 -48 15316 51476992 -49 15351 51731456 -50 15385 52221952 -51 15416 52484096 -Hits Total -2572 2810 -Percent Hit: 91.5302% -Fitness -0.998911 -Real|Predicted -Cammeo|Cammeo Cammeo|Osmancik Osmancik|Osmancik Osmancik|Cammeo -1037 109 1535 128 -GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN 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0 0.997175 0.9989 0.4989 7.72687 2.51237 43 7 18 4 0.992988 0.9989 0 11.238 3.1185 43 7 45 5 -20 0 0.997175 0.9989 0.62345 7.257 2.42625 43 7 26 6 0.993188 0.9989 0 11.0484 3.08563 43 7 45 5 -21 0 0.996725 0.9989 0.37415 7.08275 2.37262 38 6 11 3 0.99335 0.9989 0 10.8681 3.05313 38 6 45 5 -22 0 0.997012 0.9989 0.622287 6.93088 2.333 38 6 18 4 0.993487 0.9989 0 10.6967 3.022 38 6 45 5 -23 0 0.997163 0.9989 0.498625 6.99663 2.35175 38 6 19 4 0.993662 0.9989 0 10.5427 2.99388 38 6 45 5 -24 0 0.997175 0.9989 0.370575 6.82288 2.34762 38 6 32 6 0.993812 0.9989 0 10.3941 2.96825 38 6 45 5 -25 0 0.997175 0.9989 0.497713 6.7485 2.30788 38 6 30 6 0.993925 0.9989 0 10.2538 2.94287 38 6 45 5 -26 0 0.9978 0.9989 0.8729 6.657 2.26863 38 6 10 3 0.994075 0.9989 0 10.1206 2.918 38 6 45 5 -27 0 0.997188 0.9989 0.6235 6.56425 2.24812 32 6 13 3 0.994175 0.9989 0 9.99337 2.89375 32 6 45 5 -28 0 0.9967 0.9989 0.498625 6.57362 2.25988 32 6 16 4 0.994287 0.9989 0 9.8755 2.87212 32 6 45 5 -29 0 0.997487 0.9989 0.623363 6.61287 2.25813 32 6 18 5 0.994375 0.9989 0 9.76675 2.8515 32 6 45 5 -30 0 0.9978 0.9989 0.873025 6.5345 2.25287 33 7 4 1 0.994487 0.9989 0 9.66262 2.83213 33 7 45 5 -31 0 0.997513 0.9989 0.623563 6.59612 2.28225 33 7 18 4 0.994587 0.9989 0 9.56663 2.815 33 7 45 5 -32 0 0.997475 0.9989 0.6227 6.44688 2.214 33 7 9 3 0.994663 0.9989 0 9.47213 2.79675 33 7 45 5 -33 0 0.997638 0.9989 0.87305 6.41575 2.2415 33 7 10 4 0.99475 0.9989 0 9.38225 2.7805 33 7 45 5 -34 0 0.997175 0.9989 0.4977 6.3195 2.24287 33 7 10 3 0.994813 0.9989 0 9.29462 2.76525 33 7 45 5 -35 0 0.997788 0.9989 0.872563 6.17563 2.21087 34 7 9 3 0.994912 0.9989 0 9.208 2.74975 34 7 45 5 -36 0 0.997488 0.9989 0.748237 6.086 2.205 34 7 12 4 0.994962 0.9989 0 9.12363 2.73525 34 7 45 5 -37 0 0.997175 0.9989 0.623188 5.97063 2.177 34 7 19 4 0.995037 0.9989 0 9.04075 2.72037 34 7 45 5 -38 0 0.997337 0.9989 0.49875 5.909 2.17212 34 7 12 4 0.9951 0.9989 0 8.9605 2.70638 34 7 45 5 -39 0 0.997487 0.9989 0.747825 5.82737 2.13837 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0.995575 0.9989 0 8.20125 2.55763 31 7 45 5 -50 0 0.996712 0.9989 0.498063 5.19288 1.9395 31 7 16 5 0.995575 0.9989 0 8.14237 2.54563 31 7 45 5 diff --git a/Seminar/pyrimd 5gen/aggregated_best_hits.tsv b/Seminar/pyrimd 5gen/aggregated_best_hits.tsv deleted file mode 100644 index 5796623..0000000 --- a/Seminar/pyrimd 5gen/aggregated_best_hits.tsv +++ /dev/null @@ -1,173 +0,0 @@ -Timer Name Value -CPU Time (ns): 5710863617 -Wall Time (ms): 15909 -CPU Cycles: 7698745946723897 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 6 27262976 -2 1480 28835840 -3 2538 29360128 -4 3561 29884416 -5 4283 30408704 -6 4680 31191040 -7 5849 31170560 -8 6434 31694848 -9 7246 32481280 -10 7723 33005568 -11 7989 33267712 -12 8712 34054144 -13 9028 34578432 -14 9394 35102720 -15 9675 35364864 -16 10010 35627008 -17 10839 36413440 -18 11066 36675584 -19 11294 37199872 -20 11507 37986304 -21 11690 38248448 -22 12267 38510592 -23 12399 38772736 -24 12505 39297024 -25 12633 39772160 -26 12750 40034304 -27 13178 40296448 -28 13247 41082880 -29 13342 41336832 -30 13463 41598976 -31 13563 42647552 -32 13873 42909696 -33 13962 43433984 -34 14057 43696128 -35 14155 43958272 -36 14208 44744704 -37 14446 45268992 -38 14519 45531136 -39 14563 46055424 -40 14624 46579712 -41 14668 47104000 -42 14822 47628288 -43 14854 47890432 -44 14920 48152576 -45 14959 48414720 -46 15012 48414720 -47 15166 48676864 -48 15206 49201152 -49 15235 49463296 -50 15274 49987584 -51 15307 50511872 -Aggregation Count: 1 -Timer Name Value -CPU Time (ns): 5710863617 -Wall Time (ms): 15394 -CPU Cycles: 7698745946723897 -Snapshot # Snapshot Time(ms) Value(Bytes) -1 6 27262976 -2 1480 28835840 -3 2538 29360128 -4 3561 29884416 -5 4283 30408704 -6 4680 31191040 -7 5849 31170560 -8 6434 31694848 -9 7246 32481280 -10 7723 33005568 -11 7989 33267712 -12 8712 34054144 -13 9028 34578432 -14 9394 35102720 -15 9675 35364864 -16 10010 35627008 -17 10839 36413440 -18 11066 36675584 -19 11294 37199872 -20 11507 37986304 -21 11690 38248448 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-13 0 0.9941 0.9989 0 8.63 2.746 71 6 65 9 0.9908 0.9989 0 12.326 3.193 71 6 49 6 -14 0 0.9978 0.9989 0.9926 8.076 2.704 71 6 65 6 0.9913 0.9989 0 12.042 3.16 71 6 49 6 -15 0 0.9978 0.9989 0.9926 7.49 2.467 71 6 65 9 0.9917 0.9989 0 11.758 3.117 71 6 49 6 -16 0 0.9978 0.9989 0.9918 7.084 2.356 71 6 60 6 0.9921 0.9989 0 11.483 3.072 71 6 49 6 -17 0 0.9966 0.9989 0 6.984 2.4 71 6 56 6 0.9923 0.9989 0 11.233 3.035 71 6 49 6 -18 0 0.9978 0.9989 0.9918 6.383 2.26 71 6 56 6 0.9926 0.9989 0 10.978 2.994 71 6 49 6 -19 0 0.9966 0.9989 0 6 2.139 71 6 13 5 0.9928 0.9989 0 10.729 2.951 71 6 49 6 -20 0 0.9966 0.9989 0 5.987 2.104 71 6 69 9 0.993 0.9989 0 10.503 2.911 71 6 49 6 -21 0 0.9954 0.9989 0 5.811 2.038 71 6 5 2 0.9931 0.9989 0 10.29 2.871 71 6 49 6 -22 0 0.9953 0.9989 0 5.628 1.951 71 6 67 9 0.9932 0.9989 0 10.087 2.831 71 6 49 6 -23 0 0.9966 0.9989 0 6.139 2.014 71 6 61 7 0.9933 0.9989 0 9.923 2.797 71 6 49 6 -24 0 0.9966 0.9989 0 6.151 1.945 71 6 70 8 0.9935 0.9989 0 9.772 2.763 71 6 49 6 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a/build/FinalProject b/build/FinalProject index 76576c1..ae7ed29 100755 Binary files a/build/FinalProject and b/build/FinalProject differ diff --git a/build/FinalProject_Runner b/build/FinalProject_Runner index f18155a..7c666b2 100755 Binary files a/build/FinalProject_Runner and b/build/FinalProject_Runner differ diff --git a/build/run_0/regress.bst b/build/run_0/regress.bst index 00818ed..a8d4981 100644 --- a/build/run_0/regress.bst +++ b/build/run_0/regress.bst @@ -1,18 +1,19 @@ === BEST-OF-RUN === - generation: 0 - nodes: 3 - depth: 1 - hits: 788 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 - adjusted fitness: 0.9987 + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 TREE: - (+ eccentricity -0.89002) + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) TREE-equ: -y = (eccentricity + -0.89002) +y = ((log(exp((minor / log(eccentricity)))) + 0.07482) * perimeter) diff --git a/build/run_0/regress.fn b/build/run_0/regress.fn index 5180b0b..94c503d 100644 --- a/build/run_0/regress.fn +++ b/build/run_0/regress.fn @@ -1,12 +1,13 @@ -Hits: 2200, Total Size: 2810, Percent Hit: 78.291815 -CC: 907 -CO: 220 -OO: 1293 -OC: 390 -Fitness: 0.998733 -Hits: 788 +Hits: 2438, Total Size: 2810, Percent Hit: 86.761566 +CC: 1028 +CO: 126 +OO: 1410 +OC: 246 +Fitness: 0.998876 +Hits: 889 -y = (eccentricity + -0.89002) +y = ((log(exp((minor / log(eccentricity)))) + 0.07482) * perimeter) - (+ eccentricity -0.89002) + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) diff --git a/build/run_0/regress.his b/build/run_0/regress.his index efb4bd6..3644952 100644 --- a/build/run_0/regress.his +++ b/build/run_0/regress.his @@ -1,425 +1,912 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 3 - depth: 1 - hits: 788 + nodes: 11 + depth: 5 + hits: 781 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 781 + raw fitness: 781.0000 + standardized fitness: 781.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (log (log (* (- (log area) + (exp extent)) + (log (exp 0.35827))))) === BEST-OF-RUN === current generation: 1 generation: 0 - nodes: 3 - depth: 1 - hits: 788 + nodes: 11 + depth: 5 + hits: 781 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 781 + raw fitness: 781.0000 + standardized fitness: 781.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (log (log (* (- (log area) + (exp extent)) + (log (exp 0.35827))))) === BEST-OF-RUN === current generation: 2 generation: 0 - nodes: 3 - depth: 1 - hits: 788 + nodes: 11 + depth: 5 + hits: 781 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 781 + raw fitness: 781.0000 + standardized fitness: 781.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (log (log (* (- (log area) + (exp extent)) + (log (exp 0.35827))))) === BEST-OF-RUN === current generation: 3 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 4 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 5 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 6 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 7 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 8 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 9 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 10 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 11 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 12 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 13 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 14 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 15 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 16 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 17 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 18 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 19 - generation: 0 + generation: 3 nodes: 3 depth: 1 - hits: 788 + hits: 798 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 + hits: 798 + raw fitness: 798.0000 + standardized fitness: 798.0000 adjusted fitness: 0.9987 TREE: - (+ eccentricity -0.89002) + (+ -0.88970 eccentricity) === BEST-OF-RUN === current generation: 20 - generation: 0 - nodes: 3 - depth: 1 - hits: 788 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 - adjusted fitness: 0.9987 + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 TREE: - (+ eccentricity -0.89002) + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) === BEST-OF-RUN === current generation: 21 - generation: 0 - nodes: 3 - depth: 1 - hits: 788 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 - adjusted fitness: 0.9987 + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 TREE: - (+ eccentricity -0.89002) + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) === BEST-OF-RUN === current generation: 22 - generation: 0 - nodes: 3 - depth: 1 - hits: 788 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 - adjusted fitness: 0.9987 + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 TREE: - (+ eccentricity -0.89002) + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) === BEST-OF-RUN === current generation: 23 - generation: 0 - nodes: 3 - depth: 1 - hits: 788 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 - adjusted fitness: 0.9987 + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 TREE: - (+ eccentricity -0.89002) + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) === BEST-OF-RUN === current generation: 24 - generation: 0 - nodes: 3 - depth: 1 - hits: 788 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 TOP INDIVIDUAL: -- #1 -- - hits: 788 - raw fitness: 788.0000 - standardized fitness: 788.0000 - adjusted fitness: 0.9987 + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 TREE: - (+ eccentricity -0.89002) + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) +=== BEST-OF-RUN === + current generation: 25 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 +TREE: + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) +=== BEST-OF-RUN === + current generation: 26 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 +TREE: + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) +=== BEST-OF-RUN === + current generation: 27 + generation: 20 + nodes: 13 + depth: 5 + hits: 799 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 799 + raw fitness: 799.0000 + standardized fitness: 799.0000 + adjusted fitness: 0.9988 +TREE: + (* minor + (- (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) minor)) +=== BEST-OF-RUN === + current generation: 28 + generation: 28 + nodes: 9 + depth: 3 + hits: 808 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 808 + raw fitness: 808.0000 + standardized fitness: 808.0000 + adjusted fitness: 0.9988 +TREE: + (+ (+ convex extent) + (/ (* -0.90798 area) eccentricity)) +=== BEST-OF-RUN === + current generation: 29 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 30 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 31 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 32 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 33 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 34 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 35 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 36 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 37 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 38 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 39 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 40 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 41 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 42 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 43 + generation: 29 + nodes: 13 + depth: 7 + hits: 866 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 866 + raw fitness: 866.0000 + standardized fitness: 866.0000 + adjusted fitness: 0.9988 +TREE: + (* (+ (log (exp (/ (+ (log minor) minor) + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 44 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 +TREE: + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 45 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 +TREE: + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 46 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 +TREE: + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 47 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 +TREE: + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 48 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 +TREE: + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 49 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 +TREE: + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) +=== BEST-OF-RUN === + current generation: 50 + generation: 44 + nodes: 10 + depth: 6 + hits: 889 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 889 + raw fitness: 889.0000 + standardized fitness: 889.0000 + adjusted fitness: 0.9989 +TREE: + (* (+ (log (exp (/ minor + (log eccentricity)))) 0.07482) perimeter) diff --git a/build/run_0/regress.prg b/build/run_0/regress.prg index 18725ed..7b6d7e1 100644 --- a/build/run_0/regress.prg +++ b/build/run_0/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 12181.00000, perimeter = 430.94901, major_axis_length = 177.65762, minor_axis_length = 87.49515, eccentricity = 0.87032, convex_area = 12353.00000, extent = 0.75658, type = O - area = 13397.00000, perimeter = 474.86499, major_axis_length = 200.54626, minor_axis_length = 86.39674, eccentricity = 0.90244, convex_area = 13762.00000, extent = 0.69404, type = C - area = 13925.00000, perimeter = 478.29001, major_axis_length = 196.57477, minor_axis_length = 91.43114, eccentricity = 0.88525, convex_area = 14323.00000, extent = 0.66278, type = C - area = 13424.00000, perimeter = 481.17499, major_axis_length = 195.90002, minor_axis_length = 89.30524, eccentricity = 0.89005, convex_area = 13950.00000, extent = 0.65856, type = C - area = 12287.00000, perimeter = 444.17499, major_axis_length = 181.92105, minor_axis_length = 87.73918, eccentricity = 0.87601, convex_area = 12508.00000, extent = 0.65374, type = O - area = 14975.00000, perimeter = 508.07800, major_axis_length = 212.55643, minor_axis_length = 91.27477, eccentricity = 0.90311, convex_area = 15482.00000, extent = 0.63138, type = C - area = 12426.00000, perimeter = 451.08899, major_axis_length = 185.19102, minor_axis_length = 87.46068, eccentricity = 0.88145, convex_area = 12779.00000, extent = 0.62458, type = C - area = 11623.00000, perimeter = 427.47000, major_axis_length = 178.89151, minor_axis_length = 83.56008, eccentricity = 0.88420, convex_area = 11798.00000, extent = 0.62624, type = O - area = 11902.00000, perimeter = 454.94199, major_axis_length = 196.46930, minor_axis_length = 78.05167, eccentricity = 0.91770, convex_area = 12214.00000, extent = 0.70078, type = O - area = 15741.00000, perimeter = 523.77600, major_axis_length = 227.50233, minor_axis_length = 89.12435, eccentricity = 0.92007, convex_area = 15999.00000, extent = 0.56322, type = C - area = 13537.00000, perimeter = 467.58701, major_axis_length = 199.57315, minor_axis_length = 86.72983, eccentricity = 0.90063, convex_area = 13745.00000, extent = 0.73062, type = O - area = 11859.00000, perimeter = 444.80099, major_axis_length = 183.55276, minor_axis_length = 83.57420, eccentricity = 0.89033, convex_area = 12213.00000, extent = 0.76313, type = C - area = 10304.00000, perimeter = 416.56100, major_axis_length = 174.27423, minor_axis_length = 76.18439, eccentricity = 0.89939, convex_area = 10541.00000, extent = 0.61224, type = O - area = 13760.00000, perimeter = 474.18799, major_axis_length = 198.39156, minor_axis_length = 89.04605, eccentricity = 0.89361, convex_area = 13989.00000, extent = 0.63375, type = C - area = 14013.00000, perimeter = 480.83099, major_axis_length = 191.84508, minor_axis_length = 94.87569, eccentricity = 0.86915, convex_area = 14622.00000, extent = 0.62592, type = C - area = 14504.00000, perimeter = 502.50699, major_axis_length = 212.24757, minor_axis_length = 87.93213, eccentricity = 0.91014, convex_area = 14895.00000, extent = 0.55342, type = C - area = 11623.00000, perimeter = 424.35901, major_axis_length = 167.40399, minor_axis_length = 90.13301, eccentricity = 0.84268, convex_area = 11990.00000, extent = 0.76027, type = O - area = 12590.00000, perimeter = 461.13699, major_axis_length = 195.53488, minor_axis_length = 82.96224, eccentricity = 0.90553, convex_area = 12915.00000, extent = 0.67601, type = C - area = 10842.00000, perimeter = 415.65900, major_axis_length = 169.43460, minor_axis_length = 82.63617, eccentricity = 0.87300, convex_area = 11153.00000, extent = 0.73306, type = O - area = 11865.00000, perimeter = 426.72800, major_axis_length = 170.87170, minor_axis_length = 89.45922, eccentricity = 0.85200, convex_area = 12085.00000, extent = 0.64180, type = O - area = 11154.00000, perimeter = 427.22198, major_axis_length = 174.31781, minor_axis_length = 82.17609, eccentricity = 0.88191, convex_area = 11506.00000, extent = 0.60858, type = O - area = 11108.00000, perimeter = 403.61801, major_axis_length = 164.10645, minor_axis_length = 86.64312, eccentricity = 0.84926, convex_area = 11256.00000, extent = 0.79684, type = O - area = 11327.00000, perimeter = 422.68500, major_axis_length = 175.85306, minor_axis_length = 82.81971, eccentricity = 0.88215, convex_area = 11475.00000, extent = 0.59631, type = O - area = 11090.00000, perimeter = 416.01401, major_axis_length = 174.90944, minor_axis_length = 81.36546, eccentricity = 0.88521, convex_area = 11277.00000, extent = 0.74171, type = O - area = 12744.00000, perimeter = 467.92499, major_axis_length = 200.61217, minor_axis_length = 81.70650, eccentricity = 0.91330, convex_area = 13047.00000, extent = 0.71451, type = C - area = 9424.00000, perimeter = 387.97400, major_axis_length = 154.51094, minor_axis_length = 79.71232, eccentricity = 0.85665, convex_area = 9633.00000, extent = 0.60453, type = O - area = 14542.00000, perimeter = 490.14600, major_axis_length = 208.42993, minor_axis_length = 89.25758, eccentricity = 0.90367, convex_area = 14747.00000, extent = 0.55413, type = C - area = 11772.00000, perimeter = 434.08600, major_axis_length = 183.58832, minor_axis_length = 82.08577, eccentricity = 0.89447, convex_area = 11937.00000, extent = 0.65100, type = O - area = 11440.00000, perimeter = 425.75201, major_axis_length = 170.70784, minor_axis_length = 87.12856, eccentricity = 0.85994, convex_area = 11816.00000, extent = 0.61216, type = O - area = 14184.00000, perimeter = 479.23401, major_axis_length = 197.46431, minor_axis_length = 92.07521, eccentricity = 0.88463, convex_area = 14537.00000, extent = 0.60383, type = C - area = 14138.00000, perimeter = 490.83401, major_axis_length = 206.18085, minor_axis_length = 89.36728, eccentricity = 0.90118, convex_area = 14523.00000, extent = 0.76257, type = C - area = 10761.00000, perimeter = 429.01801, major_axis_length = 183.56711, minor_axis_length = 75.22785, eccentricity = 0.91217, convex_area = 11031.00000, extent = 0.57880, type = C - area = 14360.00000, perimeter = 494.45700, major_axis_length = 205.09700, minor_axis_length = 90.11700, eccentricity = 0.89830, convex_area = 14825.00000, extent = 0.65751, type = C - area = 15141.00000, perimeter = 505.42099, major_axis_length = 209.59360, minor_axis_length = 93.09238, eccentricity = 0.89595, convex_area = 15559.00000, extent = 0.56640, type = C - area = 12312.00000, perimeter = 447.71701, major_axis_length = 178.96074, minor_axis_length = 88.51752, eccentricity = 0.86911, convex_area = 12593.00000, extent = 0.61832, type = O - area = 10249.00000, perimeter = 404.08899, major_axis_length = 165.68245, minor_axis_length = 80.38426, eccentricity = 0.87442, convex_area = 10486.00000, extent = 0.67145, type = O - area = 15367.00000, perimeter = 501.90701, major_axis_length = 210.05598, minor_axis_length = 94.47918, eccentricity = 0.89314, convex_area = 15644.00000, extent = 0.79061, type = C - area = 12819.00000, perimeter = 472.69000, major_axis_length = 202.34402, minor_axis_length = 81.20731, eccentricity = 0.91593, convex_area = 13137.00000, extent = 0.65396, type = C - area = 11614.00000, perimeter = 437.65601, major_axis_length = 184.90213, minor_axis_length = 81.87991, eccentricity = 0.89661, convex_area = 11812.00000, extent = 0.81812, type = O - area = 11625.00000, perimeter = 430.43399, major_axis_length = 176.33295, minor_axis_length = 86.15995, eccentricity = 0.87250, convex_area = 11838.00000, extent = 0.59680, type = O - area = 10955.00000, perimeter = 419.99500, major_axis_length = 172.93109, minor_axis_length = 81.46967, eccentricity = 0.88207, convex_area = 11147.00000, extent = 0.61459, type = O - area = 9817.00000, perimeter = 407.74600, major_axis_length = 170.08865, minor_axis_length = 74.70611, eccentricity = 0.89838, convex_area = 10032.00000, extent = 0.58306, type = O - area = 12442.00000, perimeter = 459.53500, major_axis_length = 187.50885, minor_axis_length = 87.18730, eccentricity = 0.88532, convex_area = 12941.00000, extent = 0.58758, type = C - area = 12659.00000, perimeter = 453.76801, major_axis_length = 188.04030, minor_axis_length = 86.70750, eccentricity = 0.88734, convex_area = 12887.00000, extent = 0.66434, type = O - area = 14023.00000, perimeter = 491.66901, major_axis_length = 211.15919, minor_axis_length = 85.50137, eccentricity = 0.91435, convex_area = 14262.00000, extent = 0.53914, type = C - area = 14405.00000, perimeter = 488.23700, major_axis_length = 204.43013, minor_axis_length = 90.62646, eccentricity = 0.89637, convex_area = 14742.00000, extent = 0.76379, type = C - area = 15274.00000, perimeter = 511.05399, major_axis_length = 211.29993, minor_axis_length = 93.12005, eccentricity = 0.89765, convex_area = 15669.00000, extent = 0.69326, type = C - area = 11485.00000, perimeter = 424.48801, major_axis_length = 175.31537, minor_axis_length = 84.48103, eccentricity = 0.87624, convex_area = 11688.00000, extent = 0.60626, type = O - area = 12104.00000, perimeter = 441.77499, major_axis_length = 182.46213, minor_axis_length = 85.51347, eccentricity = 0.88338, convex_area = 12378.00000, extent = 0.73913, type = C - area = 11883.00000, perimeter = 440.54199, major_axis_length = 187.20535, minor_axis_length = 82.01987, eccentricity = 0.89891, convex_area = 12057.00000, extent = 0.56211, type = O - area = 12434.00000, perimeter = 437.89700, major_axis_length = 183.22873, minor_axis_length = 87.01015, eccentricity = 0.88006, convex_area = 12605.00000, extent = 0.72501, type = O - area = 15813.00000, perimeter = 495.26801, major_axis_length = 203.79468, minor_axis_length = 99.68769, eccentricity = 0.87220, convex_area = 16095.00000, extent = 0.73525, type = C - area = 15264.00000, perimeter = 506.66599, major_axis_length = 208.76143, minor_axis_length = 95.73719, eccentricity = 0.88864, convex_area = 15712.00000, extent = 0.60752, type = C - area = 14998.00000, perimeter = 496.90399, major_axis_length = 215.95027, minor_axis_length = 89.39609, eccentricity = 0.91029, convex_area = 15279.00000, extent = 0.82484, type = C - area = 13605.00000, perimeter = 466.93701, major_axis_length = 191.52223, minor_axis_length = 91.73205, eccentricity = 0.87784, convex_area = 13919.00000, extent = 0.61201, type = C - area = 11423.00000, perimeter = 418.60400, major_axis_length = 169.07329, minor_axis_length = 87.28488, eccentricity = 0.85644, convex_area = 11717.00000, extent = 0.65548, type = O - area = 14768.00000, perimeter = 499.87701, major_axis_length = 210.55881, minor_axis_length = 90.47418, eccentricity = 0.90298, convex_area = 15158.00000, extent = 0.58312, type = C - area = 12832.00000, perimeter = 464.52600, major_axis_length = 196.61118, minor_axis_length = 83.98689, eccentricity = 0.90417, convex_area = 13148.00000, extent = 0.56291, type = C - area = 12908.00000, perimeter = 462.20999, major_axis_length = 185.85094, minor_axis_length = 89.38810, eccentricity = 0.87674, convex_area = 13199.00000, extent = 0.72770, type = O - area = 15830.00000, perimeter = 516.23199, major_axis_length = 220.81924, minor_axis_length = 92.34399, eccentricity = 0.90836, convex_area = 16074.00000, extent = 0.70144, type = C - area = 12837.00000, perimeter = 464.76801, major_axis_length = 194.30072, minor_axis_length = 85.33184, eccentricity = 0.89840, convex_area = 13053.00000, extent = 0.58427, type = O - area = 14035.00000, perimeter = 480.62900, major_axis_length = 199.14839, minor_axis_length = 91.41090, eccentricity = 0.88843, convex_area = 14422.00000, extent = 0.71629, type = C - area = 15198.00000, perimeter = 499.62601, major_axis_length = 210.63348, minor_axis_length = 92.94599, eccentricity = 0.89737, convex_area = 15521.00000, extent = 0.74610, type = C - area = 12676.00000, perimeter = 437.95599, major_axis_length = 178.23711, minor_axis_length = 91.69775, eccentricity = 0.85751, convex_area = 12887.00000, extent = 0.69124, type = O - area = 15764.00000, perimeter = 513.84399, major_axis_length = 212.16507, minor_axis_length = 95.95991, eccentricity = 0.89187, convex_area = 16258.00000, extent = 0.60470, type = C - area = 15306.00000, perimeter = 524.68500, major_axis_length = 227.78186, minor_axis_length = 87.04253, eccentricity = 0.92411, convex_area = 15837.00000, extent = 0.51251, type = C - area = 13790.00000, perimeter = 479.29999, major_axis_length = 198.90132, minor_axis_length = 90.13603, eccentricity = 0.89142, convex_area = 14190.00000, extent = 0.58691, type = C - area = 11201.00000, perimeter = 416.53500, major_axis_length = 171.00299, minor_axis_length = 84.24180, eccentricity = 0.87024, convex_area = 11384.00000, extent = 0.75764, type = O - area = 12780.00000, perimeter = 437.02899, major_axis_length = 175.11682, minor_axis_length = 93.66058, eccentricity = 0.84495, convex_area = 12940.00000, extent = 0.70631, type = O - area = 12708.00000, perimeter = 437.45401, 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minor_axis_length = 86.48767, eccentricity = 0.90665, convex_area = 14146.00000, extent = 0.55989, type = C diff --git a/build/run_0/regress.stt b/build/run_0/regress.stt index f5ddd1b..bf44014 100644 --- a/build/run_0/regress.stt +++ b/build/run_0/regress.stt @@ -1,26 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9494 0.9987 0.0000 17.540 3.342 3 1 54 6 0.9494 0.9987 0.0000 17.540 3.342 3 1 54 6 -1 0 0.9918 0.9987 0.0000 14.852 3.390 3 1 42 9 0.9706 0.9987 0.0000 16.196 3.366 3 1 54 6 -2 0 0.9930 0.9987 0.0000 15.089 3.624 3 1 22 7 0.9780 0.9987 0.0000 15.827 3.452 3 1 54 6 -3 0 0.9905 0.9987 0.0000 14.701 3.684 3 1 10 3 0.9812 0.9987 0.0000 15.546 3.510 3 1 54 6 -4 0 0.9918 0.9987 0.0000 13.991 3.612 3 1 26 5 0.9833 0.9987 0.0000 15.235 3.530 3 1 54 6 -5 0 0.9943 0.9987 0.0000 12.921 3.482 3 1 34 11 0.9851 0.9987 0.0000 14.849 3.522 3 1 54 6 -6 0 0.9943 0.9987 0.0000 12.283 3.369 3 1 36 9 0.9864 0.9987 0.0000 14.482 3.501 3 1 54 6 -7 0 0.9955 0.9987 0.0000 11.341 3.292 3 1 25 7 0.9876 0.9987 0.0000 14.090 3.475 3 1 54 6 -8 0 0.9943 0.9987 0.0000 11.606 3.379 3 1 68 7 0.9883 0.9987 0.0000 13.814 3.464 3 1 54 6 -9 0 0.9968 0.9987 0.0000 11.026 3.283 3 1 26 7 0.9892 0.9987 0.0000 13.535 3.446 3 1 54 6 -10 0 0.9980 0.9987 0.9980 9.586 3.064 3 1 28 6 0.9900 0.9987 0.0000 13.176 3.411 3 1 54 6 -11 0 0.9955 0.9987 0.0000 9.261 2.975 3 1 22 7 0.9904 0.9987 0.0000 12.850 3.375 3 1 54 6 -12 0 0.9980 0.9987 0.9980 8.946 2.874 3 1 26 6 0.9910 0.9987 0.0000 12.550 3.336 3 1 54 6 -13 0 0.9943 0.9987 0.0000 8.412 2.699 3 1 40 8 0.9912 0.9987 0.0000 12.254 3.291 3 1 54 6 -14 0 0.9980 0.9987 0.9979 8.399 2.750 3 1 4 2 0.9917 0.9987 0.0000 11.997 3.255 3 1 54 6 -15 0 0.9955 0.9987 0.0000 8.186 2.714 3 1 10 4 0.9919 0.9987 0.0000 11.759 3.221 3 1 54 6 -16 0 0.9980 0.9987 0.9980 7.811 2.664 3 1 14 6 0.9923 0.9987 0.0000 11.527 3.188 3 1 54 6 -17 0 0.9980 0.9987 0.9970 7.395 2.589 3 1 41 8 0.9926 0.9987 0.0000 11.297 3.155 3 1 54 6 -18 0 0.9980 0.9987 0.9979 6.856 2.509 3 1 8 3 0.9929 0.9987 0.0000 11.063 3.121 3 1 54 6 -19 0 0.9980 0.9987 0.9980 6.385 2.384 3 1 9 4 0.9931 0.9987 0.0000 10.829 3.084 3 1 54 6 -20 0 0.9968 0.9987 0.0000 6.059 2.286 3 1 26 8 0.9933 0.9987 0.0000 10.602 3.046 3 1 54 6 -21 0 0.9980 0.9987 0.9953 5.741 2.175 3 1 12 4 0.9935 0.9987 0.0000 10.381 3.006 3 1 54 6 -22 0 0.9980 0.9987 0.9977 5.888 2.220 3 1 18 7 0.9937 0.9987 0.0000 10.186 2.972 3 1 54 6 -23 0 0.9955 0.9987 0.0000 5.747 2.159 3 1 32 9 0.9938 0.9987 0.0000 10.001 2.938 3 1 54 6 -24 0 0.9968 0.9987 0.0000 5.289 2.054 3 1 18 7 0.9939 0.9987 0.0000 9.813 2.903 3 1 54 6 +0 0 0.9655 0.9987 0.0000 17.171 3.331 11 5 19 4 0.9655 0.9987 0.0000 17.171 3.331 11 5 19 4 +1 0 0.9892 0.9987 0.0000 15.735 3.493 11 5 52 9 0.9774 0.9987 0.0000 16.453 3.412 11 5 19 4 +2 0 0.9930 0.9987 0.0000 15.303 3.581 11 5 45 6 0.9826 0.9987 0.0000 16.070 3.468 11 5 19 4 +3 0 0.9892 0.9987 0.0000 14.456 3.612 3 1 9 4 0.9842 0.9987 0.0000 15.666 3.504 3 1 19 4 +4 0 0.9967 0.9987 0.0000 13.549 3.547 3 1 74 7 0.9867 0.9987 0.0000 15.243 3.513 3 1 19 4 +5 0 0.9942 0.9987 0.0000 13.566 3.555 3 1 21 8 0.9880 0.9987 0.0000 14.963 3.520 3 1 19 4 +6 0 0.9955 0.9987 0.0000 12.537 3.505 3 1 17 6 0.9890 0.9987 0.0000 14.617 3.518 3 1 19 4 +7 0 0.9967 0.9987 0.0000 11.524 3.359 3 1 44 10 0.9900 0.9987 0.0000 14.230 3.498 3 1 19 4 +8 0 0.9955 0.9987 0.0000 11.470 3.329 3 1 23 6 0.9906 0.9987 0.0000 13.923 3.479 3 1 19 4 +9 0 0.9955 0.9987 0.0000 10.557 3.199 3 1 22 8 0.9911 0.9987 0.0000 13.587 3.451 3 1 19 4 +10 0 0.9942 0.9987 0.0000 10.335 3.250 3 1 43 7 0.9914 0.9987 0.0000 13.291 3.433 3 1 19 4 +11 0 0.9979 0.9987 0.9965 10.496 3.256 3 1 33 7 0.9919 0.9987 0.0000 13.058 3.418 3 1 19 4 +12 0 0.9967 0.9987 0.0000 9.811 3.081 3 1 112 14 0.9923 0.9987 0.0000 12.809 3.392 3 1 19 4 +13 0 0.9979 0.9987 0.9976 9.365 2.942 3 1 15 5 0.9927 0.9987 0.0000 12.563 3.360 3 1 19 4 +14 0 0.9942 0.9987 0.0000 9.156 2.861 3 1 32 7 0.9928 0.9987 0.0000 12.335 3.327 3 1 19 4 +15 0 0.9979 0.9987 0.9951 8.665 2.759 3 1 19 5 0.9931 0.9987 0.0000 12.106 3.291 3 1 19 4 +16 0 0.9967 0.9987 0.0000 8.231 2.689 3 1 12 4 0.9933 0.9987 0.0000 11.878 3.256 3 1 19 4 +17 0 0.9979 0.9987 0.9979 7.947 2.618 3 1 17 5 0.9936 0.9987 0.0000 11.660 3.220 3 1 19 4 +18 0 0.9967 0.9987 0.0000 7.763 2.575 3 1 37 8 0.9937 0.9987 0.0000 11.455 3.186 3 1 19 4 +19 0 0.9954 0.9987 0.0000 7.476 2.584 3 1 32 8 0.9938 0.9987 0.0000 11.256 3.156 3 1 19 4 +20 0 0.9979 0.9988 0.9978 6.721 2.435 13 5 5 2 0.9940 0.9988 0.0000 11.040 3.122 13 5 19 4 +21 0 0.9979 0.9988 0.9978 5.871 2.191 13 5 7 3 0.9942 0.9988 0.0000 10.805 3.080 13 5 19 4 +22 0 0.9954 0.9988 0.0000 5.536 2.116 13 5 7 3 0.9943 0.9988 0.0000 10.576 3.038 13 5 19 4 +23 0 0.9979 0.9988 0.9979 5.151 1.970 13 5 5 2 0.9944 0.9988 0.0000 10.350 2.993 13 5 19 4 +24 0 0.9967 0.9988 0.0000 4.904 1.900 13 5 7 3 0.9945 0.9988 0.0000 10.132 2.950 13 5 19 4 +25 0 0.9967 0.9988 0.0000 4.804 1.847 13 5 10 4 0.9946 0.9988 0.0000 9.927 2.907 13 5 19 4 +26 0 0.9979 0.9988 0.9977 5.080 1.971 13 5 10 3 0.9947 0.9988 0.0000 9.748 2.873 13 5 19 4 +27 0 0.9955 0.9988 0.0000 5.275 2.061 13 5 12 4 0.9947 0.9988 0.0000 9.588 2.844 13 5 19 4 +28 0 0.9979 0.9988 0.9979 4.811 1.901 9 3 1 0 0.9948 0.9988 0.0000 9.423 2.811 9 3 19 4 +29 0 0.9979 0.9988 0.9979 4.715 1.877 13 7 1 0 0.9950 0.9988 0.0000 9.266 2.780 13 7 19 4 +30 0 0.9942 0.9988 0.0000 4.881 1.949 13 7 6 2 0.9949 0.9988 0.0000 9.125 2.753 13 7 19 4 +31 0 0.9967 0.9988 0.0000 4.590 1.817 13 7 11 4 0.9950 0.9988 0.0000 8.983 2.724 13 7 19 4 +32 0 0.9954 0.9988 0.0000 4.374 1.725 13 7 10 4 0.9950 0.9988 0.0000 8.843 2.694 13 7 19 4 +33 0 0.9954 0.9988 0.0000 4.327 1.681 13 7 6 2 0.9950 0.9988 0.0000 8.710 2.664 13 7 19 4 +34 0 0.9967 0.9988 0.0000 4.174 1.627 13 7 6 3 0.9951 0.9988 0.0000 8.581 2.634 13 7 19 4 +35 0 0.9979 0.9988 0.9926 4.026 1.595 13 7 17 9 0.9951 0.9988 0.0000 8.454 2.605 13 7 19 4 +36 0 0.9979 0.9988 0.9979 4.082 1.634 13 7 1 0 0.9952 0.9988 0.0000 8.336 2.579 13 7 19 4 +37 0 0.9979 0.9988 0.9936 4.152 1.643 13 7 12 5 0.9953 0.9988 0.0000 8.226 2.554 13 7 19 4 +38 0 0.9967 0.9988 0.0000 4.131 1.620 13 7 17 6 0.9953 0.9988 0.0000 8.121 2.530 13 7 19 4 +39 0 0.9967 0.9988 0.0000 4.128 1.617 13 7 13 6 0.9954 0.9988 0.0000 8.021 2.508 13 7 19 4 +40 0 0.9967 0.9988 0.0000 4.414 1.739 13 7 11 4 0.9954 0.9988 0.0000 7.933 2.489 13 7 19 4 +41 0 0.9979 0.9988 0.9979 4.260 1.677 13 7 6 3 0.9954 0.9988 0.0000 7.846 2.470 13 7 19 4 +42 0 0.9954 0.9988 0.0000 4.251 1.704 13 7 8 4 0.9954 0.9988 0.0000 7.762 2.452 13 7 19 4 +43 0 0.9979 0.9988 0.9979 4.164 1.644 13 7 12 5 0.9955 0.9988 0.0000 7.680 2.433 13 7 19 4 +44 0 0.9979 0.9989 0.9979 4.200 1.680 10 6 1 0 0.9956 0.9989 0.0000 7.603 2.417 10 6 19 4 +45 0 0.9979 0.9989 0.9979 4.349 1.728 10 6 1 0 0.9956 0.9989 0.0000 7.532 2.402 10 6 19 4 +46 0 0.9979 0.9989 0.9979 4.590 1.815 10 6 7 4 0.9957 0.9989 0.0000 7.470 2.389 10 6 19 4 +47 0 0.9967 0.9989 0.0000 4.654 1.834 10 6 32 9 0.9957 0.9989 0.0000 7.411 2.378 10 6 19 4 +48 0 0.9979 0.9989 0.9960 4.737 1.881 10 6 7 4 0.9957 0.9989 0.0000 7.357 2.368 10 6 19 4 +49 0 0.9979 0.9989 0.9977 4.706 1.911 10 6 10 4 0.9958 0.9989 0.0000 7.303 2.358 10 6 19 4 +50 0 0.9979 0.9989 0.9979 4.460 1.810 10 6 9 3 0.9958 0.9989 0.0000 7.248 2.348 10 6 19 4 diff --git a/build/run_0/regress.sys b/build/run_0/regress.sys index 482c398..c66ba5c 100644 --- a/build/run_0/regress.sys +++ b/build/run_0/regress.sys @@ -14,28 +14,28 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 1320. + no random number seed specfied; using 531. creating initial population(s): - 1067 trees were generated to fill the population of 800 (800 trees). + 1114 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (7s wall) - breeding complete. (1s wall) + evaluation complete. (10s wall) + breeding complete. (0s wall) === generation 1. - evaluation complete. (1s wall) + evaluation complete. (6s wall) breeding complete. (0s wall) === generation 2. evaluation complete. (4s wall) breeding complete. (0s wall) === generation 3. - evaluation complete. (3s wall) + evaluation complete. (7s wall) breeding complete. (0s wall) === generation 4. - evaluation complete. (7s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 5. evaluation complete. (6s wall) @@ -44,35 +44,35 @@ no checkpointing will be done. evaluation complete. (5s wall) breeding complete. (0s wall) === generation 7. - evaluation complete. (3s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 8. - evaluation complete. (3s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 9. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 10. evaluation complete. (4s wall) - breeding complete. (1s wall) + breeding complete. (0s wall) === generation 11. - evaluation complete. (2s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 12. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 13. - evaluation complete. (2s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 14. - evaluation complete. (0s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 15. - evaluation complete. (2s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 16. - evaluation complete. (1s wall) - breeding complete. (1s wall) + evaluation complete. (4s wall) + breeding complete. (0s wall) === generation 17. evaluation complete. (1s wall) breeding complete. (0s wall) @@ -80,38 +80,115 @@ no checkpointing will be done. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 19. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 20. - evaluation complete. (1s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 21. - evaluation complete. (0s wall) - breeding complete. (0s wall) + evaluation complete. (2s wall) + breeding complete. (1s wall) === generation 22. - evaluation complete. (0s wall) - breeding complete. (0s wall) -=== generation 23. - evaluation complete. (0s wall) - breeding complete. (0s wall) -=== generation 24. evaluation complete. (1s wall) breeding complete. (0s wall) +=== generation 23. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (1s wall) +=== generation 31. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (2s wall) + breeding complete. (1s wall) +=== generation 41. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 5901059 - freed: 5853059 + allocated: 9750358 + freed: 9702358 not freed: 48000 - max allocated: 450318 - malloc'ed blocks: 77991 + max allocated: 455205 + malloc'ed blocks: 145935 realloc'ed blocks: 7 - free'ed blocks: 77985 + free'ed blocks: 145929 ------- time ------- - overall: 74s wall - evaluation: 56s wall + overall: 126s wall + evaluation: 122s wall breeding: 3s wall ------- generation spaces ------- @@ -119,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 2233 - freed: 2233 + used: 3639 + freed: 3639 allocated: 1000 blocks: 1 diff --git a/build/run_1/regress.bst b/build/run_1/regress.bst index 8fa1509..ddd24e1 100644 --- a/build/run_1/regress.bst +++ b/build/run_1/regress.bst @@ -1,20 +1,22 @@ === BEST-OF-RUN === - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) TREE-equ: -y = ((eccentricity / minor) + log(exp(((convex - extent) * (0.83082 - eccentricity))))) +y = ((convex / log(minor)) / (eccentricity + (((0.95372 - (area / major)) / minor) + -0.12285))) diff --git a/build/run_1/regress.fn b/build/run_1/regress.fn index 6918dbf..b951f76 100644 --- a/build/run_1/regress.fn +++ b/build/run_1/regress.fn @@ -1,14 +1,16 @@ -Hits: 2388, Total Size: 2810, Percent Hit: 84.982206 -CC: 1032 -CO: 106 -OO: 1356 -OC: 316 -Fitness: 0.998841 -Hits: 862 +Hits: 2154, Total Size: 2810, Percent Hit: 76.654804 +CC: 978 +CO: 177 +OO: 1176 +OC: 479 +Fitness: 0.998681 +Hits: 757 -y = ((eccentricity / minor) + log(exp(((convex - extent) * (0.83082 - eccentricity))))) +y = ((convex / log(minor)) / (eccentricity + (((0.95372 - (area / major)) / minor) + -0.12285))) - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) diff --git a/build/run_1/regress.his b/build/run_1/regress.his index 5fa08dd..485c77e 100644 --- a/build/run_1/regress.his +++ b/build/run_1/regress.his @@ -1,692 +1,991 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 64 - depth: 6 - hits: 700 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 700 - raw fitness: 700.0000 - standardized fitness: 700.0000 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 adjusted fitness: 0.9986 TREE: - (* (- (- (* (exp (* major eccentricity)) - (+ (exp major) - (- perimeter convex))) - (exp (+ (+ perimeter major) - (- extent minor)))) - (+ (log (exp (- minor convex))) - (log (exp (/ area convex))))) - (/ (/ (* (/ (+ area extent) - (log minor)) - (exp (- minor eccentricity))) - (+ (exp (/ perimeter extent)) - (+ (+ perimeter perimeter) - (* extent perimeter)))) - (log (exp (log (* minor eccentricity)))))) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 1 generation: 0 - nodes: 64 - depth: 6 - hits: 700 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 700 - raw fitness: 700.0000 - standardized fitness: 700.0000 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 adjusted fitness: 0.9986 TREE: - (* (- (- (* (exp (* major eccentricity)) - (+ (exp major) - (- perimeter convex))) - (exp (+ (+ perimeter major) - (- extent minor)))) - (+ (log (exp (- minor convex))) - (log (exp (/ area convex))))) - (/ (/ (* (/ (+ area extent) - (log minor)) - (exp (- minor eccentricity))) - (+ (exp (/ perimeter extent)) - (+ (+ perimeter perimeter) - (* extent perimeter)))) - (log (exp (log (* minor eccentricity)))))) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 2 generation: 0 - nodes: 64 - depth: 6 - hits: 700 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 700 - raw fitness: 700.0000 - standardized fitness: 700.0000 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 adjusted fitness: 0.9986 TREE: - (* (- (- (* (exp (* major eccentricity)) - (+ (exp major) - (- perimeter convex))) - (exp (+ (+ perimeter major) - (- extent minor)))) - (+ (log (exp (- minor convex))) - (log (exp (/ area convex))))) - (/ (/ (* (/ (+ area extent) - (log minor)) - (exp (- minor eccentricity))) - (+ (exp (/ perimeter extent)) - (+ (+ perimeter perimeter) - (* extent perimeter)))) - (log (exp (log (* minor eccentricity)))))) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 3 - generation: 3 - nodes: 7 - depth: 2 - hits: 786 + generation: 0 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 786 - raw fitness: 786.0000 - standardized fitness: 786.0000 - adjusted fitness: 0.9987 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.88689 eccentricity) - (/ extent eccentricity)) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 4 - generation: 3 - nodes: 7 - depth: 2 - hits: 786 + generation: 0 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 786 - raw fitness: 786.0000 - standardized fitness: 786.0000 - adjusted fitness: 0.9987 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.88689 eccentricity) - (/ extent eccentricity)) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 5 - generation: 3 - nodes: 7 - depth: 2 - hits: 786 + generation: 0 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 786 - raw fitness: 786.0000 - standardized fitness: 786.0000 - adjusted fitness: 0.9987 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.88689 eccentricity) - (/ extent eccentricity)) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 6 - generation: 3 - nodes: 7 - depth: 2 - hits: 786 + generation: 0 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 786 - raw fitness: 786.0000 - standardized fitness: 786.0000 - adjusted fitness: 0.9987 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.88689 eccentricity) - (/ extent eccentricity)) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 7 - generation: 3 - nodes: 7 - depth: 2 - hits: 786 + generation: 0 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 786 - raw fitness: 786.0000 - standardized fitness: 786.0000 - adjusted fitness: 0.9987 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.88689 eccentricity) - (/ extent eccentricity)) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 8 - generation: 3 - nodes: 7 - depth: 2 - hits: 786 + generation: 0 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 786 - raw fitness: 786.0000 - standardized fitness: 786.0000 - adjusted fitness: 0.9987 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.88689 eccentricity) - (/ extent eccentricity)) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 9 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 0 + nodes: 11 + depth: 4 + hits: 725 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 725 + raw fitness: 725.0000 + standardized fitness: 725.0000 + adjusted fitness: 0.9986 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp (/ minor area)) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 10 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 11 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 12 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 13 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 14 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 15 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 16 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 17 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 18 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 19 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 20 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 21 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 22 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 23 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 24 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 25 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 26 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 27 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 28 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 29 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 30 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 31 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 32 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 33 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) === BEST-OF-RUN === current generation: 34 - generation: 9 - nodes: 13 - depth: 5 - hits: 862 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 TOP INDIVIDUAL: -- #1 -- - hits: 862 - raw fitness: 862.0000 - standardized fitness: 862.0000 - adjusted fitness: 0.9988 + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ eccentricity minor) - (log (exp (* (- convex extent) - (- 0.83082 eccentricity))))) + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 35 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 +TREE: + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 36 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 +TREE: + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 37 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 +TREE: + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 38 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 +TREE: + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 39 + generation: 10 + nodes: 9 + depth: 4 + hits: 744 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 744 + raw fitness: 744.0000 + standardized fitness: 744.0000 + adjusted fitness: 0.9987 +TREE: + (log (/ (exp 0.13919) + (* (log convex) + (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 40 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 41 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 42 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 43 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 44 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 45 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 46 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 47 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 48 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 49 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) +=== BEST-OF-RUN === + current generation: 50 + generation: 40 + nodes: 16 + depth: 6 + hits: 757 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 757 + raw fitness: 757.0000 + standardized fitness: 757.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ convex + (log minor)) + (+ eccentricity + (+ (/ (- 0.95372 + (/ area major)) minor) -0.12285))) diff --git a/build/run_1/regress.prg b/build/run_1/regress.prg index 0b314ea..3fd8c50 100644 --- a/build/run_1/regress.prg +++ b/build/run_1/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 12224.00000, perimeter = 438.97601, major_axis_length = 177.13861, minor_axis_length = 88.43137, eccentricity = 0.86647, convex_area = 12445.00000, extent = 0.60626, type = O - area = 15199.00000, perimeter = 489.54401, major_axis_length = 205.31573, minor_axis_length = 94.80870, eccentricity = 0.88700, convex_area = 15419.00000, extent = 0.76400, type = C - area = 13169.00000, perimeter = 474.83701, major_axis_length = 201.38011, minor_axis_length = 84.48709, eccentricity = 0.90774, convex_area = 13505.00000, extent = 0.54711, type = C - area = 10694.00000, perimeter = 405.67700, major_axis_length = 163.36748, minor_axis_length = 84.68367, eccentricity = 0.85516, convex_area = 10891.00000, extent = 0.75014, type = O - area = 13678.00000, perimeter = 472.12299, major_axis_length = 200.25354, minor_axis_length = 88.02669, eccentricity = 0.89821, convex_area = 13879.00000, extent = 0.57884, type = C - area = 12537.00000, perimeter = 440.10599, major_axis_length = 177.27472, minor_axis_length = 91.08681, eccentricity = 0.85790, convex_area = 12845.00000, extent = 0.67043, type = O - area = 11700.00000, perimeter = 436.92899, major_axis_length = 179.57484, minor_axis_length = 83.98396, eccentricity = 0.88390, convex_area = 11980.00000, extent = 0.73854, type = O - area = 11358.00000, perimeter = 430.79199, major_axis_length = 177.45648, minor_axis_length = 82.11937, eccentricity = 0.88648, convex_area = 11546.00000, extent = 0.75040, type = O - area = 10516.00000, perimeter = 409.55701, major_axis_length = 168.52023, minor_axis_length = 80.24091, eccentricity = 0.87936, convex_area = 10726.00000, extent = 0.63641, type = O - area = 13672.00000, perimeter = 467.95499, major_axis_length = 183.55632, minor_axis_length = 97.46873, eccentricity = 0.84737, convex_area = 14027.00000, extent = 0.61586, type = O - area = 10311.00000, 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type = C - area = 11327.00000, perimeter = 415.81500, major_axis_length = 171.68102, minor_axis_length = 84.50090, eccentricity = 0.87048, convex_area = 11497.00000, extent = 0.80276, type = O - area = 15543.00000, perimeter = 507.38501, major_axis_length = 211.65121, minor_axis_length = 94.57140, eccentricity = 0.89462, convex_area = 15976.00000, extent = 0.65293, type = C - area = 11955.00000, perimeter = 454.08600, major_axis_length = 196.83553, minor_axis_length = 78.12479, eccentricity = 0.91786, convex_area = 12127.00000, extent = 0.55812, type = O - area = 13272.00000, perimeter = 474.92700, major_axis_length = 195.77855, minor_axis_length = 87.16515, eccentricity = 0.89542, convex_area = 13597.00000, extent = 0.58606, type = C - area = 12473.00000, perimeter = 440.92599, major_axis_length = 180.64568, minor_axis_length = 88.56008, eccentricity = 0.87159, convex_area = 12673.00000, extent = 0.62985, type = O - area = 13964.00000, perimeter = 481.23001, major_axis_length = 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major_axis_length = 176.99544, minor_axis_length = 88.56769, eccentricity = 0.86580, convex_area = 12400.00000, extent = 0.74949, type = O + area = 10959.00000, perimeter = 447.23300, major_axis_length = 197.35841, minor_axis_length = 71.06098, eccentricity = 0.93293, convex_area = 11133.00000, extent = 0.49741, type = C + area = 14321.00000, perimeter = 494.34500, major_axis_length = 211.66899, minor_axis_length = 86.82542, eccentricity = 0.91200, convex_area = 14583.00000, extent = 0.56128, type = C + area = 10427.00000, perimeter = 408.15701, major_axis_length = 164.55423, minor_axis_length = 81.85787, eccentricity = 0.86749, convex_area = 10689.00000, extent = 0.79510, type = O + area = 11862.00000, perimeter = 436.29999, major_axis_length = 177.20021, minor_axis_length = 86.44499, eccentricity = 0.87293, convex_area = 12146.00000, extent = 0.76156, type = O + area = 14172.00000, perimeter = 500.42899, major_axis_length = 218.57156, minor_axis_length = 83.36391, eccentricity = 0.92441, convex_area = 14399.00000, extent = 0.60882, type = C + area = 13269.00000, perimeter = 485.61499, major_axis_length = 207.12245, minor_axis_length = 83.32397, eccentricity = 0.91551, convex_area = 13741.00000, extent = 0.71477, type = C diff --git a/build/run_1/regress.stt b/build/run_1/regress.stt index 7283eb0..5cd0ebb 100644 --- a/build/run_1/regress.stt +++ b/build/run_1/regress.stt @@ -1,36 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9568 0.9986 0.0000 17.354 3.306 64 6 43 6 0.9568 0.9986 0.0000 17.354 3.306 64 6 43 6 -1 0 0.9955 0.9986 0.0000 14.471 3.355 64 6 41 5 0.9762 0.9986 0.0000 15.912 3.331 64 6 43 6 -2 0 0.9911 0.9986 0.0000 14.755 3.522 64 6 24 5 0.9811 0.9986 0.0000 15.527 3.395 64 6 43 6 -3 0 0.9868 0.9987 0.0000 14.739 3.671 7 2 37 6 0.9825 0.9987 0.0000 15.330 3.464 7 2 43 6 -4 0 0.9893 0.9987 0.0000 13.450 3.620 7 2 36 6 0.9839 0.9987 0.0000 14.954 3.495 7 2 43 6 -5 0 0.9930 0.9987 0.0000 13.091 3.671 7 2 53 11 0.9854 0.9987 0.0000 14.643 3.524 7 2 43 6 -6 0 0.9930 0.9987 0.0000 12.381 3.565 7 2 36 10 0.9865 0.9987 0.0000 14.320 3.530 7 2 43 6 -7 0 0.9942 0.9987 0.0000 11.598 3.410 7 2 44 6 0.9875 0.9987 0.0000 13.980 3.515 7 2 43 6 -8 0 0.9955 0.9987 0.0000 11.339 3.321 7 2 16 7 0.9883 0.9987 0.0000 13.686 3.494 7 2 43 6 -9 0 0.9930 0.9988 0.0000 11.449 3.415 13 5 24 7 0.9888 0.9988 0.0000 13.463 3.486 13 5 43 6 -10 0 0.9918 0.9988 0.0000 10.244 3.205 13 5 14 6 0.9891 0.9988 0.0000 13.170 3.460 13 5 43 6 -11 0 0.9967 0.9988 0.0000 9.065 2.999 13 5 77 9 0.9897 0.9988 0.0000 12.828 3.422 13 5 43 6 -12 0 0.9967 0.9988 0.0000 8.701 2.931 13 5 14 4 0.9903 0.9988 0.0000 12.510 3.384 13 5 43 6 -13 0 0.9955 0.9988 0.0000 8.995 3.002 13 5 7 3 0.9906 0.9988 0.0000 12.259 3.357 13 5 43 6 -14 0 0.9967 0.9988 0.0000 8.275 2.866 13 5 50 9 0.9910 0.9988 0.0000 11.994 3.324 13 5 43 6 -15 0 0.9955 0.9988 0.0000 7.711 2.749 13 5 9 3 0.9913 0.9988 0.0000 11.726 3.288 13 5 43 6 -16 0 0.9966 0.9988 0.0000 7.312 2.603 13 5 12 5 0.9916 0.9988 0.0000 11.466 3.248 13 5 43 6 -17 0 0.9965 0.9988 0.0000 7.439 2.606 13 5 101 16 0.9919 0.9988 0.0000 11.243 3.212 13 5 43 6 -18 0 0.9955 0.9988 0.0000 6.366 2.334 13 5 7 3 0.9921 0.9988 0.0000 10.986 3.166 13 5 43 6 -19 0 0.9980 0.9988 0.9977 6.147 2.205 13 5 7 3 0.9924 0.9988 0.0000 10.744 3.118 13 5 43 6 -20 0 0.9980 0.9988 0.9977 6.075 2.203 13 5 7 3 0.9926 0.9988 0.0000 10.522 3.074 13 5 43 6 -21 0 0.9980 0.9988 0.9980 5.840 2.121 13 5 7 3 0.9929 0.9988 0.0000 10.309 3.031 13 5 43 6 -22 0 0.9967 0.9988 0.0000 5.446 2.030 13 5 18 5 0.9931 0.9988 0.0000 10.098 2.987 13 5 43 6 -23 0 0.9980 0.9988 0.9980 5.482 2.095 13 5 14 4 0.9933 0.9988 0.0000 9.905 2.950 13 5 43 6 -24 0 0.9980 0.9988 0.9977 5.344 2.089 13 5 11 5 0.9935 0.9988 0.0000 9.723 2.916 13 5 43 6 -25 0 0.9980 0.9988 0.9974 5.192 2.000 13 5 7 2 0.9936 0.9988 0.0000 9.549 2.881 13 5 43 6 -26 0 0.9980 0.9988 0.9977 5.035 1.921 13 5 20 6 0.9938 0.9988 0.0000 9.381 2.845 13 5 43 6 -27 0 0.9980 0.9988 0.9977 4.966 1.886 13 5 22 7 0.9939 0.9988 0.0000 9.224 2.811 13 5 43 6 -28 0 0.9980 0.9988 0.9980 5.004 1.930 13 5 1 0 0.9941 0.9988 0.0000 9.078 2.780 13 5 43 6 -29 0 0.9955 0.9988 0.0000 5.008 1.887 13 5 7 3 0.9941 0.9988 0.0000 8.943 2.751 13 5 43 6 -30 0 0.9967 0.9988 0.0000 5.088 1.906 13 5 18 5 0.9942 0.9988 0.0000 8.818 2.723 13 5 43 6 -31 0 0.9967 0.9988 0.0000 4.838 1.839 13 5 16 7 0.9943 0.9988 0.0000 8.694 2.696 13 5 43 6 -32 0 0.9980 0.9988 0.9978 4.500 1.758 13 5 5 2 0.9944 0.9988 0.0000 8.567 2.667 13 5 43 6 -33 0 0.9967 0.9988 0.0000 4.425 1.715 13 5 14 5 0.9945 0.9988 0.0000 8.445 2.639 13 5 43 6 -34 0 0.9980 0.9988 0.9980 4.601 1.795 13 5 1 0 0.9946 0.9988 0.0000 8.335 2.615 13 5 43 6 +0 0 0.9661 0.9986 0.0000 16.834 3.294 11 4 40 6 0.9661 0.9986 0.0000 16.834 3.294 11 4 40 6 +1 0 0.9855 0.9986 0.0000 15.565 3.353 11 4 54 6 0.9758 0.9986 0.0000 16.199 3.323 11 4 40 6 +2 0 0.9967 0.9986 0.0000 14.054 3.265 11 4 9 5 0.9828 0.9986 0.0000 15.484 3.304 11 4 40 6 +3 0 0.9925 0.9986 0.0000 12.900 3.286 11 4 27 6 0.9852 0.9986 0.0000 14.838 3.299 11 4 40 6 +4 0 0.9925 0.9986 0.0000 12.369 3.221 11 4 54 8 0.9867 0.9986 0.0000 14.344 3.284 11 4 40 6 +5 0 0.9971 0.9986 0.6667 11.471 3.134 11 4 75 10 0.9884 0.9986 0.0000 13.865 3.259 11 4 40 6 +6 0 0.9963 0.9986 0.0000 11.332 3.195 11 4 16 5 0.9895 0.9986 0.0000 13.504 3.250 11 4 40 6 +7 0 0.9967 0.9986 0.0000 10.114 3.019 11 4 30 8 0.9904 0.9986 0.0000 13.080 3.221 11 4 40 6 +8 0 0.9967 0.9986 0.0000 9.440 2.901 11 4 66 9 0.9911 0.9986 0.0000 12.675 3.185 11 4 40 6 +9 0 0.9954 0.9986 0.0000 8.766 2.815 11 4 63 11 0.9916 0.9986 0.0000 12.284 3.148 11 4 40 6 +10 0 0.9942 0.9987 0.0000 8.518 2.809 9 4 33 6 0.9918 0.9987 0.0000 11.942 3.117 9 4 40 6 +11 0 0.9979 0.9987 0.9964 7.164 2.498 9 4 8 4 0.9923 0.9987 0.0000 11.544 3.066 9 4 40 6 +12 0 0.9979 0.9987 0.9969 7.112 2.502 9 4 8 4 0.9927 0.9987 0.0000 11.203 3.022 9 4 40 6 +13 0 0.9967 0.9987 0.0000 6.435 2.385 9 4 39 10 0.9930 0.9987 0.0000 10.862 2.977 9 4 40 6 +14 0 0.9967 0.9987 0.0000 6.107 2.297 9 4 14 6 0.9933 0.9987 0.0000 10.545 2.932 9 4 40 6 +15 0 0.9979 0.9987 0.9963 6.221 2.348 9 4 26 6 0.9936 0.9987 0.0000 10.275 2.895 9 4 40 6 +16 0 0.9979 0.9987 0.9963 6.171 2.294 9 4 24 6 0.9938 0.9987 0.0000 10.034 2.860 9 4 40 6 +17 0 0.9942 0.9987 0.0000 6.664 2.435 9 4 9 3 0.9938 0.9987 0.0000 9.847 2.836 9 4 40 6 +18 0 0.9979 0.9987 0.9979 6.029 2.292 9 4 7 4 0.9941 0.9987 0.0000 9.646 2.808 9 4 40 6 +19 0 0.9979 0.9987 0.9979 5.834 2.228 9 4 6 3 0.9943 0.9987 0.0000 9.455 2.779 9 4 40 6 +20 0 0.9967 0.9987 0.0000 5.445 2.064 9 4 16 5 0.9944 0.9987 0.0000 9.264 2.744 9 4 40 6 +21 0 0.9979 0.9987 0.9963 5.599 2.100 9 4 39 10 0.9945 0.9987 0.0000 9.097 2.715 9 4 40 6 +22 0 0.9955 0.9987 0.0000 5.721 2.143 9 4 18 5 0.9946 0.9987 0.0000 8.951 2.690 9 4 40 6 +23 0 0.9979 0.9987 0.9963 5.366 2.069 9 4 8 4 0.9947 0.9987 0.0000 8.801 2.664 9 4 40 6 +24 0 0.9967 0.9987 0.0000 5.386 2.132 9 4 9 4 0.9948 0.9987 0.0000 8.665 2.643 9 4 40 6 +25 0 0.9979 0.9987 0.9963 4.987 1.980 9 4 13 5 0.9949 0.9987 0.0000 8.523 2.618 9 4 40 6 +26 0 0.9967 0.9987 0.0000 5.061 1.991 9 4 9 4 0.9950 0.9987 0.0000 8.395 2.594 9 4 40 6 +27 0 0.9967 0.9987 0.0000 4.798 1.904 9 4 13 5 0.9950 0.9987 0.0000 8.267 2.570 9 4 40 6 +28 0 0.9967 0.9987 0.0000 4.391 1.709 9 4 32 7 0.9951 0.9987 0.0000 8.133 2.540 9 4 40 6 +29 0 0.9979 0.9987 0.9963 4.301 1.675 9 4 12 4 0.9952 0.9987 0.0000 8.005 2.511 9 4 40 6 +30 0 0.9979 0.9987 0.9977 4.673 1.785 9 4 15 6 0.9953 0.9987 0.0000 7.898 2.488 9 4 40 6 +31 0 0.9979 0.9987 0.9977 4.719 1.829 9 4 4 2 0.9954 0.9987 0.0000 7.798 2.467 9 4 40 6 +32 0 0.9979 0.9987 0.9977 4.745 1.866 9 4 12 6 0.9954 0.9987 0.0000 7.706 2.449 9 4 40 6 +33 0 0.9967 0.9987 0.0000 4.939 1.936 9 4 20 6 0.9955 0.9987 0.0000 7.624 2.434 9 4 40 6 +34 0 0.9979 0.9987 0.9977 4.765 1.893 9 4 13 7 0.9955 0.9987 0.0000 7.543 2.418 9 4 40 6 +35 0 0.9979 0.9987 0.9978 4.684 1.876 9 4 5 3 0.9956 0.9987 0.0000 7.463 2.403 9 4 40 6 +36 0 0.9979 0.9987 0.9978 4.397 1.761 9 4 5 2 0.9957 0.9987 0.0000 7.380 2.386 9 4 40 6 +37 0 0.9967 0.9987 0.0000 4.384 1.771 9 4 20 6 0.9957 0.9987 0.0000 7.302 2.370 9 4 40 6 +38 0 0.9967 0.9987 0.0000 4.298 1.690 9 4 30 7 0.9957 0.9987 0.0000 7.225 2.352 9 4 40 6 +39 0 0.9979 0.9987 0.9978 4.284 1.690 9 4 14 5 0.9958 0.9987 0.0000 7.151 2.336 9 4 40 6 +40 0 0.9979 0.9987 0.9979 4.499 1.769 16 6 3 1 0.9958 0.9987 0.0000 7.086 2.322 16 6 40 6 +41 0 0.9979 0.9987 0.9964 4.481 1.760 16 6 6 3 0.9959 0.9987 0.0000 7.024 2.309 16 6 40 6 +42 0 0.9967 0.9987 0.0000 4.476 1.735 16 6 12 6 0.9959 0.9987 0.0000 6.965 2.295 16 6 40 6 +43 0 0.9967 0.9987 0.0000 4.814 1.850 16 6 36 10 0.9959 0.9987 0.0000 6.916 2.285 16 6 40 6 +44 0 0.9979 0.9987 0.9979 4.644 1.837 16 6 1 0 0.9960 0.9987 0.0000 6.866 2.275 16 6 40 6 +45 0 0.9967 0.9987 0.0000 4.546 1.756 16 6 23 7 0.9960 0.9987 0.0000 6.815 2.264 16 6 40 6 +46 0 0.9979 0.9987 0.9977 4.295 1.615 16 6 4 2 0.9960 0.9987 0.0000 6.762 2.250 16 6 40 6 +47 0 0.9979 0.9987 0.9979 4.543 1.739 16 6 7 4 0.9961 0.9987 0.0000 6.715 2.239 16 6 40 6 +48 0 0.9967 0.9987 0.0000 4.650 1.791 16 6 21 4 0.9961 0.9987 0.0000 6.673 2.230 16 6 40 6 +49 0 0.9979 0.9987 0.9979 4.489 1.725 16 6 1 0 0.9961 0.9987 0.0000 6.630 2.220 16 6 40 6 +50 0 0.9979 0.9987 0.9979 4.269 1.646 16 6 1 0 0.9961 0.9987 0.0000 6.583 2.209 16 6 40 6 diff --git a/build/run_1/regress.sys b/build/run_1/regress.sys index 999d2e5..d7c2cb5 100644 --- a/build/run_1/regress.sys +++ b/build/run_1/regress.sys @@ -14,134 +14,181 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 384. + no random number seed specfied; using 1134. creating initial population(s): - 1072 trees were generated to fill the population of 800 (800 trees). + 1118 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (10s wall) + evaluation complete. (9s wall) breeding complete. (0s wall) === generation 1. - evaluation complete. (9s wall) + evaluation complete. (6s wall) breeding complete. (0s wall) === generation 2. evaluation complete. (7s wall) breeding complete. (0s wall) === generation 3. evaluation complete. (3s wall) - breeding complete. (0s wall) + breeding complete. (1s wall) === generation 4. evaluation complete. (3s wall) - breeding complete. (0s wall) -=== generation 5. - evaluation complete. (7s wall) breeding complete. (1s wall) +=== generation 5. + evaluation complete. (5s wall) + breeding complete. (0s wall) === generation 6. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 7. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 8. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 9. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 10. - evaluation complete. (4s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 11. evaluation complete. (3s wall) breeding complete. (0s wall) === generation 12. - evaluation complete. (2s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 13. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 14. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 15. - evaluation complete. (3s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 16. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 17. - evaluation complete. (0s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 18. - evaluation complete. (1s wall) - breeding complete. (1s wall) + evaluation complete. (3s wall) + breeding complete. (0s wall) === generation 19. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 20. - evaluation complete. (1s wall) - breeding complete. (1s wall) + evaluation complete. (4s wall) + breeding complete. (0s wall) === generation 21. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 22. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 23. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 24. - evaluation complete. (0s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 25. - evaluation complete. (0s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 26. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 27. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 28. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 29. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 30. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 31. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 32. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 33. evaluation complete. (0s wall) - breeding complete. (0s wall) + breeding complete. (1s wall) === generation 34. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 36. evaluation complete. (1s wall) breeding complete. (0s wall) +=== generation 37. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (2s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 7415764 - freed: 7367764 + allocated: 9276364 + freed: 9228364 not freed: 48000 - max allocated: 446517 - malloc'ed blocks: 104891 + max allocated: 450854 + malloc'ed blocks: 145807 realloc'ed blocks: 7 - free'ed blocks: 104885 + free'ed blocks: 145801 ------- time ------- - overall: 79s wall - evaluation: 62s wall + overall: 119s wall + evaluation: 114s wall breeding: 3s wall ------- generation spaces ------- @@ -149,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 2784 - freed: 2784 + used: 3626 + freed: 3626 allocated: 1000 blocks: 1 diff --git a/build/run_2/regress.bst b/build/run_2/regress.bst index f640ce9..207fcbd 100644 --- a/build/run_2/regress.bst +++ b/build/run_2/regress.bst @@ -1,29 +1,21 @@ === BEST-OF-RUN === - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) TREE-equ: -y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218)))) +y = (log(exp((perimeter + ((major / -0.87551) / (minor / perimeter))))) * exp(extent)) diff --git a/build/run_2/regress.fn b/build/run_2/regress.fn index 6676456..38e12e6 100644 --- a/build/run_2/regress.fn +++ b/build/run_2/regress.fn @@ -1,23 +1,15 @@ -Hits: 2182, Total Size: 2810, Percent Hit: 77.651246 -CC: 846 -CO: 286 -OO: 1336 -OC: 342 -Fitness: 0.998734 -Hits: 789 +Hits: 2424, Total Size: 2810, Percent Hit: 86.263345 +CC: 851 +CO: 292 +OO: 1573 +OC: 94 +Fitness: 0.998815 +Hits: 843 -y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218)))) +y = (log(exp((perimeter + ((major / -0.87551) / (minor / perimeter))))) * exp(extent)) - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) diff --git a/build/run_2/regress.his b/build/run_2/regress.his index 9f04bc0..9cd4f64 100644 --- a/build/run_2/regress.his +++ b/build/run_2/regress.his @@ -1,670 +1,1013 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 26 + nodes: 23 depth: 4 - hits: 526 + hits: 632 TOP INDIVIDUAL: -- #1 -- - hits: 526 - raw fitness: 526.0000 - standardized fitness: 526.0000 - adjusted fitness: 0.9981 + hits: 632 + raw fitness: 632.0000 + standardized fitness: 632.0000 + adjusted fitness: 0.9984 TREE: - (- (* (- (- convex perimeter) - (+ area eccentricity)) - (exp (+ minor eccentricity))) - (- (* (log minor) - (exp 0.92127)) - (/ (- 0.61461 major) - (/ eccentricity extent)))) + (+ (log (/ (- major minor) + (- minor 0.76152))) + (/ (/ (* area extent) + (- eccentricity minor)) + (* (/ eccentricity area) + (exp convex)))) === BEST-OF-RUN === current generation: 1 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 28 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (/ (- (exp (exp (log extent))) + (/ (* (log area) + (+ eccentricity eccentricity)) + (* (+ eccentricity extent) + (+ perimeter minor)))) + (log (log (* (exp extent) + (/ minor perimeter))))) === BEST-OF-RUN === current generation: 2 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 28 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (/ (- (exp (exp (log extent))) + (/ (* (log area) + (+ eccentricity eccentricity)) + (* (+ eccentricity extent) + (+ perimeter minor)))) + (log (log (* (exp extent) + (/ minor perimeter))))) === BEST-OF-RUN === current generation: 3 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 28 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (/ (- (exp (exp (log extent))) + (/ (* (log area) + (+ eccentricity eccentricity)) + (* (+ eccentricity extent) + (+ perimeter minor)))) + (log (log (* (exp extent) + (/ minor perimeter))))) === BEST-OF-RUN === current generation: 4 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 28 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (/ (- (exp (exp (log extent))) + (/ (* (log area) + (+ eccentricity eccentricity)) + (* (+ eccentricity extent) + (+ perimeter minor)))) + (log (log (* (exp extent) + (/ minor perimeter))))) === BEST-OF-RUN === current generation: 5 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 28 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (/ (- (exp (exp (log extent))) + (/ (* (log area) + (+ eccentricity eccentricity)) + (* (+ eccentricity extent) + (+ perimeter minor)))) + (log (log (* (exp extent) + (/ minor perimeter))))) === BEST-OF-RUN === current generation: 6 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 7 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 8 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 9 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 10 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 11 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 12 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 13 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 14 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 15 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 16 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 17 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 18 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 19 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 20 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 21 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 22 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 23 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) === BEST-OF-RUN === current generation: 24 generation: 6 - nodes: 44 - depth: 7 - hits: 789 + nodes: 8 + depth: 4 + hits: 777 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (log (- (log minor) + (* eccentricity + (log perimeter)))) +=== BEST-OF-RUN === + current generation: 25 + generation: 6 + nodes: 8 + depth: 4 + hits: 777 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 + adjusted fitness: 0.9987 +TREE: + (log (- (log minor) + (* eccentricity + (log perimeter)))) +=== BEST-OF-RUN === + current generation: 26 + generation: 6 + nodes: 8 + depth: 4 + hits: 777 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 + adjusted fitness: 0.9987 +TREE: + (log (- (log minor) + (* eccentricity + (log perimeter)))) +=== BEST-OF-RUN === + current generation: 27 + generation: 6 + nodes: 8 + depth: 4 + hits: 777 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 + adjusted fitness: 0.9987 +TREE: + (log (- (log minor) + (* eccentricity + (log perimeter)))) +=== BEST-OF-RUN === + current generation: 28 + generation: 6 + nodes: 8 + depth: 4 + hits: 777 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 + adjusted fitness: 0.9987 +TREE: + (log (- (log minor) + (* eccentricity + (log perimeter)))) +=== BEST-OF-RUN === + current generation: 29 + generation: 6 + nodes: 8 + depth: 4 + hits: 777 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 777 + raw fitness: 777.0000 + standardized fitness: 777.0000 + adjusted fitness: 0.9987 +TREE: + (log (- (log minor) + (* eccentricity + (log perimeter)))) +=== BEST-OF-RUN === + current generation: 30 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 31 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 32 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 33 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 34 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 35 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 36 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 37 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 38 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 39 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 40 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 41 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 42 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 43 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 44 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 45 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 46 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 47 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 48 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 49 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) +=== BEST-OF-RUN === + current generation: 50 + generation: 30 + nodes: 14 + depth: 6 + hits: 843 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 843 + raw fitness: 843.0000 + standardized fitness: 843.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (exp (+ perimeter + (/ (/ major -0.87551) + (/ minor perimeter))))) + (exp extent)) diff --git a/build/run_2/regress.prg b/build/run_2/regress.prg index eb18d15..c06f436 100644 --- a/build/run_2/regress.prg +++ b/build/run_2/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 14788.00000, perimeter = 480.96201, major_axis_length = 199.06255, minor_axis_length = 95.53792, eccentricity = 0.87730, convex_area = 15044.00000, extent = 0.65751, type = C - area = 12823.00000, perimeter = 450.64099, major_axis_length = 180.69753, minor_axis_length = 91.78145, eccentricity = 0.86140, convex_area = 13195.00000, extent = 0.69785, type = O - area = 12600.00000, perimeter = 441.23401, major_axis_length = 182.66325, minor_axis_length = 88.16089, eccentricity = 0.87582, convex_area = 12767.00000, extent = 0.60069, type = O - area = 12225.00000, perimeter = 436.48401, major_axis_length = 172.72522, minor_axis_length = 91.47328, eccentricity = 0.84825, convex_area = 12537.00000, extent = 0.64611, type = O - area = 12096.00000, perimeter = 438.85699, major_axis_length = 179.34836, minor_axis_length = 86.96104, eccentricity = 0.87459, convex_area = 12333.00000, extent = 0.66109, type = O - area = 11857.00000, perimeter = 434.08899, major_axis_length = 175.60728, minor_axis_length = 87.40578, eccentricity = 0.86733, convex_area = 12176.00000, extent = 0.60520, type = O - area = 11756.00000, perimeter = 438.77499, major_axis_length = 184.13535, minor_axis_length = 82.26664, eccentricity = 0.89465, convex_area = 11969.00000, extent = 0.65676, type = O - area = 13487.00000, perimeter = 477.25400, major_axis_length = 205.04572, minor_axis_length = 84.28226, eccentricity = 0.91162, convex_area = 13772.00000, extent = 0.73736, type = C - area = 11836.00000, perimeter = 456.37900, major_axis_length = 201.86960, minor_axis_length = 75.45857, eccentricity = 0.92751, convex_area = 12084.00000, extent = 0.75321, type = C - area = 10488.00000, perimeter = 416.60901, major_axis_length = 175.39789, minor_axis_length = 77.31371, eccentricity = 0.89761, convex_area = 10720.00000, extent = 0.71757, type = O - area = 14828.00000, perimeter = 493.50000, major_axis_length = 209.90356, minor_axis_length = 90.66991, eccentricity = 0.90189, convex_area = 15090.00000, extent = 0.60651, type = C - area = 12330.00000, perimeter = 433.06900, major_axis_length = 173.93456, minor_axis_length = 91.46205, eccentricity = 0.85058, convex_area = 12550.00000, extent = 0.68424, type = O - area = 13315.00000, perimeter = 476.20300, major_axis_length = 205.18861, minor_axis_length = 83.06102, eccentricity = 0.91440, convex_area = 13510.00000, extent = 0.55157, type = C - area = 10891.00000, perimeter = 406.57101, major_axis_length = 159.86882, minor_axis_length = 87.57321, eccentricity = 0.83662, convex_area = 11103.00000, extent = 0.67596, type = O - area = 13028.00000, perimeter = 467.27701, major_axis_length = 194.73337, minor_axis_length = 87.14062, eccentricity = 0.89429, convex_area = 13304.00000, extent = 0.56621, type = O - area = 16898.00000, perimeter = 526.94397, major_axis_length = 217.87180, minor_axis_length = 100.34503, eccentricity = 0.88762, convex_area = 17274.00000, extent = 0.62446, type = C - area = 11859.00000, perimeter = 436.25299, major_axis_length = 184.63538, minor_axis_length = 82.17491, eccentricity = 0.89550, convex_area = 12049.00000, extent = 0.64814, type = O - area = 10128.00000, perimeter = 403.72501, major_axis_length = 166.96295, minor_axis_length = 78.24747, eccentricity = 0.88338, convex_area = 10383.00000, extent = 0.67224, type = O - area = 13584.00000, perimeter = 478.05701, major_axis_length = 203.83694, minor_axis_length = 85.42742, eccentricity = 0.90794, convex_area = 13877.00000, extent = 0.67633, type = C - area = 10604.00000, perimeter = 409.19101, major_axis_length = 169.17116, minor_axis_length = 80.42681, eccentricity = 0.87976, convex_area = 10780.00000, extent = 0.78432, type = O - area = 13196.00000, perimeter = 474.98801, major_axis_length = 199.98131, minor_axis_length = 85.65816, eccentricity = 0.90362, convex_area = 13463.00000, extent = 0.55646, type = C - area = 12939.00000, perimeter = 469.48099, major_axis_length = 202.04332, minor_axis_length = 83.09899, eccentricity = 0.91150, convex_area = 13165.00000, extent = 0.65770, type = C - area = 11017.00000, perimeter = 416.93201, major_axis_length = 168.36868, minor_axis_length = 84.20007, eccentricity = 0.86597, convex_area = 11303.00000, extent = 0.73682, type = O - area = 10083.00000, perimeter = 402.93201, major_axis_length = 169.02681, minor_axis_length = 76.98230, eccentricity = 0.89026, convex_area = 10283.00000, extent = 0.64461, type = O - area = 11746.00000, perimeter = 450.82901, major_axis_length = 194.19092, minor_axis_length = 77.74390, eccentricity = 0.91636, convex_area = 11953.00000, extent = 0.55521, type = C - area = 10474.00000, perimeter = 403.45999, major_axis_length = 167.88440, minor_axis_length = 80.18859, eccentricity = 0.87855, convex_area = 10611.00000, extent = 0.78870, type = O - area = 14751.00000, perimeter = 499.02100, major_axis_length = 214.03714, minor_axis_length = 88.62865, eccentricity = 0.91024, convex_area = 14955.00000, extent = 0.55268, type = C - area = 14011.00000, perimeter = 493.87900, major_axis_length = 212.63031, minor_axis_length = 85.02821, eccentricity = 0.91656, convex_area = 14336.00000, extent = 0.62799, type = C - area = 14019.00000, perimeter = 482.45401, major_axis_length = 197.19820, minor_axis_length = 92.67004, eccentricity = 0.88270, convex_area = 14411.00000, extent = 0.57615, type = C - area = 10541.00000, perimeter = 406.53601, major_axis_length = 162.99107, minor_axis_length = 83.69826, eccentricity = 0.85808, convex_area = 10901.00000, extent = 0.77462, type = O - area = 13331.00000, perimeter = 461.30899, major_axis_length = 193.55994, minor_axis_length = 88.79623, eccentricity = 0.88856, convex_area = 13500.00000, extent = 0.57951, type = O - area = 13404.00000, perimeter = 476.20599, major_axis_length = 203.31157, minor_axis_length = 84.62199, eccentricity = 0.90926, convex_area = 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extent = 0.60235, type = C + area = 12752.00000, perimeter = 453.49500, major_axis_length = 185.51085, minor_axis_length = 89.19170, eccentricity = 0.87684, convex_area = 13105.00000, extent = 0.68317, type = O + area = 14930.00000, perimeter = 499.92499, major_axis_length = 212.24582, minor_axis_length = 90.01748, eccentricity = 0.90561, convex_area = 15248.00000, extent = 0.62437, type = C + area = 11377.00000, perimeter = 429.38599, major_axis_length = 172.53964, minor_axis_length = 85.88434, eccentricity = 0.86731, convex_area = 11746.00000, extent = 0.73542, type = O diff --git a/build/run_2/regress.stt b/build/run_2/regress.stt index 9b92420..fb63411 100644 --- a/build/run_2/regress.stt +++ b/build/run_2/regress.stt @@ -1,26 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9543 0.9981 0.0000 17.742 3.389 26 4 39 5 0.9543 0.9981 0.0000 17.742 3.389 26 4 39 5 -1 0 0.9893 0.9987 0.0000 16.099 3.420 26 4 29 6 0.9718 0.9987 0.0000 16.921 3.404 26 4 39 5 -2 0 0.9918 0.9987 0.0000 15.324 3.420 26 4 45 6 0.9785 0.9987 0.0000 16.388 3.410 26 4 39 5 -3 0 0.9967 0.9987 0.0000 15.304 3.524 26 4 90 11 0.9830 0.9987 0.0000 16.117 3.438 26 4 39 5 -4 0 0.9930 0.9987 0.0000 15.491 3.716 26 4 44 8 0.9850 0.9987 0.0000 15.992 3.494 26 4 39 5 -5 0 0.9955 0.9987 0.0000 14.717 3.683 26 4 92 11 0.9868 0.9987 0.0000 15.780 3.525 26 4 39 5 -6 0 0.9905 0.9987 0.0000 14.043 3.651 44 7 20 4 0.9873 0.9987 0.0000 15.531 3.543 44 7 39 5 -7 0 0.9918 0.9987 0.0000 13.001 3.511 44 7 25 6 0.9879 0.9987 0.0000 15.215 3.539 44 7 39 5 -8 0 0.9930 0.9987 0.0000 12.321 3.509 44 7 9 4 0.9884 0.9987 0.0000 14.894 3.536 44 7 39 5 -9 0 0.9930 0.9987 0.0000 11.724 3.539 44 7 28 8 0.9889 0.9987 0.0000 14.577 3.536 44 7 39 5 -10 0 0.9930 0.9987 0.0000 10.750 3.406 44 7 7 3 0.9893 0.9987 0.0000 14.229 3.524 44 7 39 5 -11 0 0.9955 0.9987 0.0000 9.709 3.224 44 7 20 7 0.9898 0.9987 0.0000 13.852 3.499 44 7 39 5 -12 0 0.9955 0.9987 0.0000 8.680 3.050 44 7 17 9 0.9902 0.9987 0.0000 13.454 3.465 44 7 39 5 -13 0 0.9968 0.9987 0.0000 8.162 2.874 44 7 11 7 0.9907 0.9987 0.0000 13.076 3.422 44 7 39 5 -14 0 0.9968 0.9987 0.0000 8.265 2.956 44 7 8 4 0.9911 0.9987 0.0000 12.755 3.391 44 7 39 5 -15 0 0.9930 0.9987 0.0000 7.930 2.882 44 7 34 7 0.9912 0.9987 0.0000 12.454 3.360 44 7 39 5 -16 0 0.9968 0.9987 0.0000 7.657 2.772 44 7 17 7 0.9915 0.9987 0.0000 12.172 3.325 44 7 39 5 -17 0 0.9980 0.9987 0.9980 7.385 2.720 44 7 1 0 0.9919 0.9987 0.0000 11.906 3.291 44 7 39 5 -18 0 0.9980 0.9987 0.9980 7.344 2.692 44 7 3 1 0.9922 0.9987 0.0000 11.666 3.260 44 7 39 5 -19 0 0.9967 0.9987 0.0000 7.442 2.723 44 7 17 10 0.9924 0.9987 0.0000 11.455 3.233 44 7 39 5 -20 0 0.9980 0.9987 0.9980 6.532 2.416 44 7 3 1 0.9927 0.9987 0.0000 11.220 3.194 44 7 39 5 -21 0 0.9980 0.9987 0.9973 6.235 2.281 44 7 25 8 0.9930 0.9987 0.0000 10.994 3.153 44 7 39 5 -22 0 0.9968 0.9987 0.0000 6.224 2.224 44 7 18 6 0.9931 0.9987 0.0000 10.786 3.112 44 7 39 5 -23 0 0.9980 0.9987 0.9979 6.332 2.275 44 7 8 4 0.9933 0.9987 0.0000 10.601 3.077 44 7 39 5 -24 0 0.9980 0.9987 0.9973 5.470 2.031 44 7 9 3 0.9935 0.9987 0.0000 10.395 3.036 44 7 39 5 +0 0 0.9618 0.9984 0.0000 17.921 3.356 23 4 50 6 0.9618 0.9984 0.0000 17.921 3.356 23 4 50 6 +1 0 0.9892 0.9985 0.0000 15.768 3.413 28 5 8 4 0.9755 0.9985 0.0000 16.844 3.384 28 5 50 6 +2 0 0.9955 0.9985 0.0000 15.863 3.522 28 5 48 7 0.9822 0.9985 0.0000 16.517 3.430 28 5 50 6 +3 0 0.9917 0.9985 0.0000 15.009 3.470 28 5 56 10 0.9846 0.9985 0.0000 16.140 3.440 28 5 50 6 +4 0 0.9892 0.9985 0.0000 14.738 3.547 28 5 36 6 0.9855 0.9985 0.0000 15.860 3.462 28 5 50 6 +5 0 0.9905 0.9985 0.0000 13.477 3.384 28 5 41 9 0.9863 0.9985 0.0000 15.463 3.449 28 5 50 6 +6 0 0.9955 0.9987 0.0000 13.881 3.583 8 4 71 11 0.9876 0.9987 0.0000 15.237 3.468 8 4 50 6 +7 0 0.9917 0.9987 0.0000 12.994 3.579 8 4 49 6 0.9882 0.9987 0.0000 14.956 3.482 8 4 50 6 +8 0 0.9955 0.9987 0.0000 12.421 3.531 8 4 39 6 0.9890 0.9987 0.0000 14.675 3.487 8 4 50 6 +9 0 0.9930 0.9987 0.0000 11.416 3.291 8 4 64 12 0.9894 0.9987 0.0000 14.349 3.468 8 4 50 6 +10 0 0.9942 0.9987 0.0000 10.829 3.256 8 4 10 4 0.9898 0.9987 0.0000 14.029 3.448 8 4 50 6 +11 0 0.9930 0.9987 0.0000 10.700 3.311 8 4 26 7 0.9901 0.9987 0.0000 13.751 3.437 8 4 50 6 +12 0 0.9955 0.9987 0.0000 10.578 3.322 8 4 19 6 0.9905 0.9987 0.0000 13.507 3.428 8 4 50 6 +13 0 0.9980 0.9987 0.9977 10.194 3.224 8 4 9 4 0.9910 0.9987 0.0000 13.271 3.414 8 4 50 6 +14 0 0.9967 0.9987 0.0000 10.123 3.151 8 4 20 6 0.9914 0.9987 0.0000 13.061 3.396 8 4 50 6 +15 0 0.9980 0.9987 0.9969 9.556 2.933 8 4 24 5 0.9918 0.9987 0.0000 12.842 3.367 8 4 50 6 +16 0 0.9967 0.9987 0.0000 9.286 3.033 8 4 26 8 0.9921 0.9987 0.0000 12.633 3.347 8 4 50 6 +17 0 0.9980 0.9987 0.9979 9.203 3.056 8 4 3 1 0.9924 0.9987 0.0000 12.442 3.331 8 4 50 6 +18 0 0.9967 0.9987 0.0000 8.648 2.931 8 4 12 4 0.9927 0.9987 0.0000 12.242 3.310 8 4 50 6 +19 0 0.9942 0.9987 0.0000 8.873 2.966 8 4 26 5 0.9927 0.9987 0.0000 12.074 3.293 8 4 50 6 +20 0 0.9980 0.9987 0.9969 7.764 2.735 8 4 26 5 0.9930 0.9987 0.0000 11.869 3.266 8 4 50 6 +21 0 0.9967 0.9987 0.0000 7.692 2.749 8 4 27 6 0.9932 0.9987 0.0000 11.679 3.243 8 4 50 6 +22 0 0.9955 0.9987 0.0000 7.237 2.646 8 4 21 7 0.9933 0.9987 0.0000 11.486 3.217 8 4 50 6 +23 0 0.9980 0.9987 0.9971 7.261 2.723 8 4 24 8 0.9935 0.9987 0.0000 11.310 3.196 8 4 50 6 +24 0 0.9942 0.9987 0.0000 6.304 2.393 8 4 31 11 0.9935 0.9987 0.0000 11.109 3.164 8 4 50 6 +25 0 0.9980 0.9987 0.9976 6.225 2.388 8 4 7 3 0.9937 0.9987 0.0000 10.921 3.134 8 4 50 6 +26 0 0.9980 0.9987 0.9976 5.808 2.295 8 4 6 3 0.9938 0.9987 0.0000 10.732 3.103 8 4 50 6 +27 0 0.9980 0.9987 0.9976 5.579 2.181 8 4 4 2 0.9940 0.9987 0.0000 10.548 3.070 8 4 50 6 +28 0 0.9980 0.9987 0.9979 5.197 2.067 8 4 4 3 0.9941 0.9987 0.0000 10.364 3.036 8 4 50 6 +29 0 0.9980 0.9987 0.9978 4.880 1.980 8 4 7 3 0.9942 0.9987 0.0000 10.181 3.001 8 4 50 6 +30 0 0.9980 0.9988 0.9962 4.746 1.865 14 6 5 2 0.9944 0.9988 0.0000 10.005 2.964 14 6 50 6 +31 0 0.9980 0.9988 0.9962 4.641 1.800 14 6 8 3 0.9945 0.9988 0.0000 9.838 2.928 14 6 50 6 +32 0 0.9967 0.9988 0.0000 4.702 1.871 14 6 10 4 0.9945 0.9988 0.0000 9.682 2.896 14 6 50 6 +33 0 0.9980 0.9988 0.9979 4.354 1.689 14 6 11 4 0.9946 0.9988 0.0000 9.525 2.860 14 6 50 6 +34 0 0.9980 0.9988 0.9979 4.635 1.827 14 6 8 4 0.9947 0.9988 0.0000 9.386 2.831 14 6 50 6 +35 0 0.9980 0.9988 0.9980 4.955 1.936 14 6 1 0 0.9948 0.9988 0.0000 9.263 2.806 14 6 50 6 +36 0 0.9980 0.9988 0.9978 4.620 1.829 14 6 12 6 0.9949 0.9988 0.0000 9.137 2.779 14 6 50 6 +37 0 0.9980 0.9988 0.9979 4.525 1.798 14 6 3 1 0.9950 0.9988 0.0000 9.016 2.753 14 6 50 6 +38 0 0.9980 0.9988 0.9964 4.537 1.790 14 6 5 2 0.9951 0.9988 0.0000 8.901 2.729 14 6 50 6 +39 0 0.9967 0.9988 0.0000 4.384 1.719 14 6 15 7 0.9951 0.9988 0.0000 8.788 2.704 14 6 50 6 +40 0 0.9980 0.9988 0.9980 4.204 1.654 14 6 11 4 0.9952 0.9988 0.0000 8.676 2.678 14 6 50 6 +41 0 0.9967 0.9988 0.0000 4.178 1.625 14 6 11 4 0.9952 0.9988 0.0000 8.569 2.653 14 6 50 6 +42 0 0.9980 0.9988 0.9979 4.207 1.664 14 6 8 4 0.9953 0.9988 0.0000 8.468 2.630 14 6 50 6 +43 0 0.9980 0.9988 0.9977 4.543 1.802 14 6 3 1 0.9953 0.9988 0.0000 8.378 2.611 14 6 50 6 +44 0 0.9955 0.9988 0.0000 4.530 1.790 14 6 14 4 0.9953 0.9988 0.0000 8.293 2.593 14 6 50 6 +45 0 0.9980 0.9988 0.9977 4.245 1.689 14 6 3 1 0.9954 0.9988 0.0000 8.205 2.573 14 6 50 6 +46 0 0.9980 0.9988 0.9980 4.155 1.674 14 6 4 2 0.9955 0.9988 0.0000 8.119 2.554 14 6 50 6 +47 0 0.9980 0.9988 0.9979 4.329 1.745 14 6 6 2 0.9955 0.9988 0.0000 8.040 2.537 14 6 50 6 +48 0 0.9980 0.9988 0.9976 4.385 1.774 14 6 8 3 0.9956 0.9988 0.0000 7.965 2.522 14 6 50 6 +49 0 0.9980 0.9988 0.9971 4.596 1.853 14 6 18 6 0.9956 0.9988 0.0000 7.898 2.508 14 6 50 6 +50 0 0.9980 0.9988 0.9976 4.668 1.856 14 6 3 1 0.9956 0.9988 0.0000 7.835 2.495 14 6 50 6 diff --git a/build/run_2/regress.sys b/build/run_2/regress.sys index a16f8af..e531686 100644 --- a/build/run_2/regress.sys +++ b/build/run_2/regress.sys @@ -14,112 +14,189 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 315. + no random number seed specfied; using 414. creating initial population(s): - 1134 trees were generated to fill the population of 800 (800 trees). + 1122 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (7s wall) + evaluation complete. (6s wall) breeding complete. (0s wall) === generation 1. evaluation complete. (0s wall) - breeding complete. (1s wall) + breeding complete. (0s wall) === generation 2. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 3. - evaluation complete. (7s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 4. - evaluation complete. (3s wall) - breeding complete. (1s wall) + evaluation complete. (8s wall) + breeding complete. (0s wall) === generation 5. - evaluation complete. (6s wall) - breeding complete. (0s wall) -=== generation 6. - evaluation complete. (0s wall) - breeding complete. (0s wall) -=== generation 7. - evaluation complete. (1s wall) - breeding complete. (0s wall) -=== generation 8. - evaluation complete. (5s wall) - breeding complete. (0s wall) -=== generation 9. evaluation complete. (4s wall) breeding complete. (0s wall) +=== generation 6. + evaluation complete. (6s wall) + breeding complete. (0s wall) +=== generation 7. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 8. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 9. + evaluation complete. (3s wall) + breeding complete. (0s wall) === generation 10. - evaluation complete. (5s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 11. - evaluation complete. (2s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 12. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 13. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 14. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 15. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 16. - evaluation complete. (1s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 17. - evaluation complete. (2s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 18. - evaluation complete. (0s wall) - breeding complete. (0s wall) -=== generation 19. - evaluation complete. (0s wall) - breeding complete. (0s wall) -=== generation 20. evaluation complete. (2s wall) breeding complete. (0s wall) +=== generation 19. + evaluation complete. (4s wall) + breeding complete. (1s wall) +=== generation 20. + evaluation complete. (2s wall) + breeding complete. (1s wall) === generation 21. - evaluation complete. (0s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 22. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 23. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 24. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 31. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (1s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (2s wall) + breeding complete. (1s wall) +=== generation 49. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (2s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 6119080 - freed: 6071080 + allocated: 10168512 + freed: 10120512 not freed: 48000 - max allocated: 460653 - malloc'ed blocks: 77937 + max allocated: 459789 + malloc'ed blocks: 146451 realloc'ed blocks: 7 - free'ed blocks: 77931 + free'ed blocks: 146445 ------- time ------- - overall: 74s wall - evaluation: 54s wall - breeding: 2s wall + overall: 122s wall + evaluation: 117s wall + breeding: 4s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 2281 - freed: 2281 + used: 3739 + freed: 3739 allocated: 1000 blocks: 1 diff --git a/build/run_3/regress.bst b/build/run_3/regress.bst index a3b911d..285c8b8 100644 --- a/build/run_3/regress.bst +++ b/build/run_3/regress.bst @@ -1,18 +1,31 @@ === BEST-OF-RUN === - generation: 18 - nodes: 5 - depth: 3 - hits: 783 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 TREE: - (log (- (log -0.89689) eccentricity)) + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) TREE-equ: -y = log((log(-0.89689) - eccentricity)) +y = (((log(major) - log(area)) / ((exp(major) / log(extent)) * exp((0.16844 + perimeter)))) / ((((area - eccentricity) * (convex - log((exp(0.14565) * (minor + perimeter))))) - (exp(minor) + major)) - ((exp(-0.05363) - (area * area)) * (log(0.83699) - (-0.96176 * major))))) diff --git a/build/run_3/regress.fn b/build/run_3/regress.fn index 06f357e..039242a 100644 --- a/build/run_3/regress.fn +++ b/build/run_3/regress.fn @@ -1,12 +1,25 @@ -Hits: 2214, Total Size: 2810, Percent Hit: 78.790036 -CC: 924 -CO: 231 -OO: 1290 -OC: 365 -Fitness: 0.998724 -Hits: 783 +Hits: 2559, Total Size: 2810, Percent Hit: 91.067616 +CC: 959 +CO: 178 +OO: 1600 +OC: 73 +Fitness: 0.998904 +Hits: 911 -y = log((log(-0.89689) - eccentricity)) +y = (((log(major) - log(area)) / ((exp(major) / log(extent)) * exp((0.16844 + perimeter)))) / ((((area - eccentricity) * (convex - log((exp(0.14565) * (minor + perimeter))))) - (exp(minor) + major)) - ((exp(-0.05363) - (area * area)) * (log(0.83699) - (-0.96176 * major))))) - (log (- (log -0.89689) eccentricity)) + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) diff --git a/build/run_3/regress.his b/build/run_3/regress.his index 87dcfa0..f7045b2 100644 --- a/build/run_3/regress.his +++ b/build/run_3/regress.his @@ -1,434 +1,1530 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 1 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 2 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 3 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 4 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 5 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 6 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 7 generation: 0 - nodes: 21 - depth: 4 - hits: 748 + nodes: 51 + depth: 5 + hits: 907 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 907 + raw fitness: 907.0000 + standardized fitness: 907.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (- (log perimeter) + (+ minor eccentricity)) + (exp (exp -0.59550))) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (* minor eccentricity)) + (+ (exp minor) + (* minor perimeter))) + (* (- (exp -0.05363) + (* area area)) + (- (- major convex) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 8 - generation: 0 - nodes: 21 - depth: 4 - hits: 748 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 9 - generation: 0 - nodes: 21 - depth: 4 - hits: 748 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 748 - raw fitness: 748.0000 - standardized fitness: 748.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (/ (exp (- (log -0.39516) - (/ perimeter extent))) - (- (+ (- minor -0.80909) - (log perimeter)) - (+ (exp extent) - (+ minor perimeter)))) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 10 - generation: 10 - nodes: 23 - depth: 5 - hits: 756 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 756 - raw fitness: 756.0000 - standardized fitness: 756.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ convex minor) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 11 - generation: 10 - nodes: 23 - depth: 5 - hits: 756 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 756 - raw fitness: 756.0000 - standardized fitness: 756.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ convex minor) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 12 - generation: 10 - nodes: 23 - depth: 5 - hits: 756 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 756 - raw fitness: 756.0000 - standardized fitness: 756.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ convex minor) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 13 - generation: 10 - nodes: 23 - depth: 5 - hits: 756 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 756 - raw fitness: 756.0000 - standardized fitness: 756.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ convex minor) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 14 - generation: 14 - nodes: 25 - depth: 6 - hits: 773 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 773 - raw fitness: 773.0000 - standardized fitness: 773.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ perimeter - (+ convex extent)) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 15 - generation: 14 - nodes: 25 - depth: 6 - hits: 773 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 773 - raw fitness: 773.0000 - standardized fitness: 773.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ perimeter - (+ convex extent)) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 16 - generation: 14 - nodes: 25 - depth: 6 - hits: 773 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 773 - raw fitness: 773.0000 - standardized fitness: 773.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ perimeter - (+ convex extent)) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 17 - generation: 14 - nodes: 25 - depth: 6 - hits: 773 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 773 - raw fitness: 773.0000 - standardized fitness: 773.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (+ (/ (- eccentricity - (+ (+ perimeter - (+ convex extent)) minor)) - (/ (* (log area) - (log 0.11352)) - (- eccentricity 0.77991))) - (- (exp (exp 0.37208)) minor)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 18 - generation: 18 - nodes: 5 - depth: 3 - hits: 783 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (log (- (log -0.89689) eccentricity)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) === BEST-OF-RUN === current generation: 19 - generation: 18 - nodes: 5 - depth: 3 - hits: 783 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 TREE: - (log (- (log -0.89689) eccentricity)) + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 20 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 21 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 22 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 23 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 24 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 25 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 26 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 27 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 28 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 29 + generation: 8 + nodes: 50 + depth: 8 + hits: 910 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 910 + raw fitness: 910.0000 + standardized fitness: 910.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (/ -0.40899 extent) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- area + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 30 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 31 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 32 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 33 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 34 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 35 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 36 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 37 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 38 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 39 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 40 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 41 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 42 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 43 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 44 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 45 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 46 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 47 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 48 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 49 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) +=== BEST-OF-RUN === + current generation: 50 + generation: 30 + nodes: 49 + depth: 8 + hits: 911 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 911 + raw fitness: 911.0000 + standardized fitness: 911.0000 + adjusted fitness: 0.9989 +TREE: + (/ (/ (- (log major) + (log area)) + (* (/ (exp major) + (log extent)) + (exp (+ 0.16844 perimeter)))) + (- (- (* (- area eccentricity) + (- convex + (log (* (exp 0.14565) + (+ minor perimeter))))) + (+ (exp minor) major)) + (* (- (exp -0.05363) + (* area area)) + (- (log 0.83699) + (* -0.96176 major))))) diff --git a/build/run_3/regress.prg b/build/run_3/regress.prg index c7e2bc1..dc54f94 100644 --- a/build/run_3/regress.prg +++ b/build/run_3/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 15746.00000, perimeter = 503.23099, major_axis_length = 204.87444, minor_axis_length = 99.44871, eccentricity = 0.87428, convex_area = 16171.00000, extent = 0.75304, type = C - area = 15311.00000, perimeter = 507.99500, major_axis_length = 215.14145, minor_axis_length = 91.61975, eccentricity = 0.90479, convex_area = 15690.00000, extent = 0.70441, type = C - area = 11022.00000, perimeter = 417.25900, major_axis_length = 168.61125, minor_axis_length = 84.67788, eccentricity = 0.86475, convex_area = 11259.00000, extent = 0.60727, type = O - area = 12085.00000, perimeter = 431.20801, major_axis_length = 168.88475, minor_axis_length = 92.54957, eccentricity = 0.83648, convex_area = 12279.00000, extent = 0.70258, type = O - area = 11809.00000, perimeter = 455.08301, major_axis_length = 185.42010, minor_axis_length = 83.61376, eccentricity = 0.89255, convex_area = 12318.00000, extent = 0.64885, type = C - area = 13605.00000, perimeter = 466.93701, major_axis_length = 191.52223, minor_axis_length = 91.73205, eccentricity = 0.87784, convex_area = 13919.00000, extent = 0.61201, type = C - area = 12036.00000, perimeter = 436.15500, major_axis_length = 177.33658, minor_axis_length = 87.97986, eccentricity = 0.86826, convex_area = 12353.00000, extent = 0.61543, type = O - area = 13762.00000, perimeter = 481.76999, major_axis_length = 205.04079, minor_axis_length = 86.93547, eccentricity = 0.90567, convex_area = 14101.00000, extent = 0.75549, type = C - area = 10975.00000, perimeter = 420.52200, major_axis_length = 169.96675, minor_axis_length = 83.40964, eccentricity = 0.87131, convex_area = 11305.00000, extent = 0.68680, type = O - area = 12655.00000, perimeter = 459.90500, major_axis_length = 192.99480, minor_axis_length = 84.90269, eccentricity = 0.89804, convex_area = 12959.00000, extent = 0.64533, type = C - area = 11905.00000, perimeter = 443.76901, major_axis_length = 185.27023, minor_axis_length = 83.60574, eccentricity = 0.89239, convex_area = 12209.00000, extent = 0.62721, type = O - area = 11786.00000, perimeter = 424.61899, major_axis_length = 171.84386, minor_axis_length = 88.34416, eccentricity = 0.85773, convex_area = 11946.00000, extent = 0.62479, type = O - area = 13607.00000, perimeter = 461.05099, major_axis_length = 190.51434, minor_axis_length = 91.71280, eccentricity = 0.87650, convex_area = 13772.00000, extent = 0.60914, type = O - area = 9273.00000, perimeter = 406.40201, major_axis_length = 173.41409, minor_axis_length = 68.80254, eccentricity = 0.91793, convex_area = 9445.00000, extent = 0.53010, type = O - area = 12352.00000, perimeter = 453.13501, major_axis_length = 191.11189, minor_axis_length = 83.35074, eccentricity = 0.89988, convex_area = 12683.00000, extent = 0.57847, type = C - area = 12256.00000, perimeter = 470.10800, major_axis_length = 207.98006, minor_axis_length = 75.71490, eccentricity = 0.93138, convex_area = 12541.00000, extent = 0.73831, type = C - area = 12532.00000, perimeter = 454.06699, major_axis_length = 186.86259, minor_axis_length = 87.04253, eccentricity = 0.88488, convex_area = 12888.00000, extent = 0.63073, type = O - area = 11693.00000, perimeter = 446.48401, major_axis_length = 185.65160, minor_axis_length = 81.72231, eccentricity = 0.89790, convex_area = 12064.00000, extent = 0.57279, type = O - area = 11386.00000, perimeter = 431.78500, major_axis_length = 176.87677, minor_axis_length = 83.32333, eccentricity = 0.88209, convex_area = 11713.00000, extent = 0.68098, type = O - area = 11052.00000, perimeter = 418.95001, major_axis_length = 170.46645, minor_axis_length = 83.59332, eccentricity = 0.87151, convex_area = 11338.00000, extent = 0.70198, type = O - area = 12615.00000, perimeter = 458.23499, major_axis_length = 185.04196, minor_axis_length = 88.18565, eccentricity = 0.87914, convex_area = 13014.00000, extent = 0.62167, type = O - area = 11494.00000, perimeter = 433.05801, major_axis_length = 171.58246, minor_axis_length = 86.87869, eccentricity = 0.86234, convex_area = 11858.00000, extent = 0.75938, type = O - area = 16505.00000, perimeter = 516.22101, major_axis_length = 212.85310, minor_axis_length = 99.69016, eccentricity = 0.88354, convex_area = 16820.00000, extent = 0.58841, type = C - area = 14787.00000, perimeter = 492.31299, major_axis_length = 209.67886, minor_axis_length = 90.46774, eccentricity = 0.90213, convex_area = 15066.00000, extent = 0.79568, type = C - area = 15807.00000, perimeter = 513.51099, major_axis_length = 219.29633, minor_axis_length = 92.29657, eccentricity = 0.90712, convex_area = 16078.00000, extent = 0.78098, type = C - area = 13952.00000, perimeter = 484.94699, major_axis_length = 201.32283, minor_axis_length = 89.51038, eccentricity = 0.89572, convex_area = 14349.00000, extent = 0.65641, type = C - area = 18313.00000, perimeter = 538.49799, major_axis_length = 222.46425, minor_axis_length = 106.18475, eccentricity = 0.87873, convex_area = 18724.00000, extent = 0.62442, type = C - area = 14968.00000, perimeter = 514.80103, major_axis_length = 220.22400, minor_axis_length = 87.73534, eccentricity = 0.91722, convex_area = 15438.00000, extent = 0.74092, type = C - area = 11502.00000, perimeter = 425.95599, major_axis_length = 173.27319, minor_axis_length = 85.45619, eccentricity = 0.86992, convex_area = 11776.00000, extent = 0.63758, type = O - area = 14982.00000, perimeter = 505.07800, major_axis_length = 217.36499, minor_axis_length = 88.59523, eccentricity = 0.91317, convex_area = 15325.00000, extent = 0.55924, type = C - area = 11983.00000, perimeter = 430.63101, major_axis_length = 175.67865, minor_axis_length = 87.90483, eccentricity = 0.86581, convex_area = 12248.00000, extent = 0.62227, type = O - area = 10015.00000, perimeter = 402.45599, major_axis_length = 159.72668, minor_axis_length = 81.87761, eccentricity = 0.85862, convex_area = 10408.00000, extent = 0.60697, type = O - area = 14755.00000, perimeter = 499.81799, major_axis_length = 202.61227, minor_axis_length = 95.51608, eccentricity = 0.88191, convex_area = 15123.00000, extent = 0.60053, type = C - area = 11545.00000, perimeter = 431.11600, major_axis_length = 174.73683, minor_axis_length = 85.66144, eccentricity = 0.87159, convex_area = 11911.00000, extent = 0.65300, type = O - area = 14908.00000, perimeter = 499.46899, major_axis_length = 209.11948, minor_axis_length = 92.06287, eccentricity = 0.89788, convex_area = 15324.00000, extent = 0.76334, type = C - area = 14304.00000, perimeter = 489.03699, major_axis_length = 211.02661, minor_axis_length = 86.83942, eccentricity = 0.91141, convex_area = 14483.00000, extent = 0.57773, type = C - area = 11893.00000, perimeter = 435.28299, major_axis_length = 176.65935, minor_axis_length = 87.10894, eccentricity = 0.86998, convex_area = 12243.00000, extent = 0.77232, type = O - area = 13683.00000, perimeter = 492.97501, major_axis_length = 213.90919, minor_axis_length = 83.12070, eccentricity = 0.92142, convex_area = 14070.00000, extent = 0.76127, type = C - area = 13895.00000, perimeter = 488.25299, major_axis_length = 207.03448, minor_axis_length = 86.16099, eccentricity = 0.90929, convex_area = 14228.00000, extent = 0.78291, type = C - area = 15547.00000, perimeter = 501.80499, major_axis_length = 208.49918, minor_axis_length = 95.80786, eccentricity = 0.88817, convex_area = 15867.00000, extent = 0.59828, type = C - area = 13954.00000, perimeter = 481.28799, major_axis_length = 204.77745, minor_axis_length = 87.50462, eccentricity = 0.90410, convex_area = 14277.00000, extent = 0.58113, type = C - area = 11423.00000, perimeter = 418.60400, major_axis_length = 169.07329, minor_axis_length = 87.28488, eccentricity = 0.85644, convex_area = 11717.00000, extent = 0.65548, type = O - area = 13708.00000, perimeter = 486.39600, major_axis_length = 204.62373, minor_axis_length = 86.33973, eccentricity = 0.90662, convex_area = 14361.00000, extent = 0.58068, type = C - area = 12496.00000, perimeter = 449.74100, major_axis_length = 181.12390, minor_axis_length = 89.78374, eccentricity = 0.86849, convex_area = 12870.00000, extent = 0.68355, type = O - area = 12411.00000, perimeter = 466.02802, major_axis_length = 204.51340, minor_axis_length = 78.29598, eccentricity = 0.92381, convex_area = 12707.00000, extent = 0.53057, type = C - area = 10453.00000, perimeter = 411.44800, major_axis_length = 175.73219, minor_axis_length = 76.61852, eccentricity = 0.89995, convex_area = 10589.00000, extent = 0.80563, type = O - area = 11953.00000, perimeter = 443.51801, major_axis_length = 183.42574, minor_axis_length = 84.54717, eccentricity = 0.88743, convex_area = 12283.00000, extent = 0.57071, type = O - area = 15545.00000, perimeter = 516.86902, major_axis_length = 217.11868, minor_axis_length = 92.24694, eccentricity = 0.90525, convex_area = 16019.00000, extent = 0.65749, type = C - area = 12239.00000, perimeter = 473.51401, major_axis_length = 208.04790, minor_axis_length = 75.60644, eccentricity = 0.93163, convex_area = 12622.00000, extent = 0.51720, type = C - area = 15418.00000, perimeter = 504.75900, major_axis_length = 209.92400, minor_axis_length = 94.43705, eccentricity = 0.89310, convex_area = 15779.00000, extent = 0.58269, type = C - area = 12317.00000, perimeter = 442.81000, major_axis_length = 179.33533, minor_axis_length = 88.76385, eccentricity = 0.86892, convex_area = 12589.00000, extent = 0.66061, type = O - area = 11410.00000, perimeter = 436.36899, major_axis_length = 180.80260, minor_axis_length = 81.64021, eccentricity = 0.89225, convex_area = 11710.00000, extent = 0.61783, type = O - area = 12410.00000, perimeter = 463.48999, major_axis_length = 195.17149, minor_axis_length = 82.36031, eccentricity = 0.90660, convex_area = 12849.00000, extent = 0.56409, type = C - area = 11540.00000, perimeter = 427.31900, major_axis_length = 174.08281, minor_axis_length = 85.41787, eccentricity = 0.87134, convex_area = 11829.00000, extent = 0.74519, type = O - area = 12567.00000, perimeter = 453.77200, major_axis_length = 192.22377, minor_axis_length = 83.54118, eccentricity = 0.90062, convex_area = 12778.00000, extent = 0.57536, type = O - area = 12935.00000, perimeter = 462.98001, major_axis_length = 195.30432, minor_axis_length = 85.48748, eccentricity = 0.89911, convex_area = 13213.00000, extent = 0.75304, type = C - area = 14263.00000, perimeter = 489.44601, major_axis_length = 205.81178, minor_axis_length = 89.50909, eccentricity = 0.90048, convex_area = 14637.00000, extent = 0.66318, type = C - area = 12103.00000, perimeter = 446.08099, major_axis_length = 181.47110, minor_axis_length = 86.55187, eccentricity = 0.87893, convex_area = 12444.00000, extent = 0.57469, type = O - area = 11231.00000, perimeter = 427.66699, major_axis_length = 183.58710, minor_axis_length = 78.86173, eccentricity = 0.90304, convex_area = 11427.00000, extent = 0.72118, type = O - area = 11500.00000, perimeter = 442.33401, major_axis_length = 178.83928, minor_axis_length = 84.13650, eccentricity = 0.88242, convex_area = 12070.00000, extent = 0.58802, type = O - area = 13089.00000, perimeter = 458.07700, major_axis_length = 182.10921, minor_axis_length = 92.58980, eccentricity = 0.86110, convex_area = 13562.00000, extent = 0.71291, type = O - area = 12876.00000, perimeter = 448.44199, major_axis_length = 179.54050, minor_axis_length = 92.54550, eccentricity = 0.85692, convex_area = 13229.00000, extent = 0.70476, type = O - area = 17335.00000, perimeter = 544.09302, major_axis_length = 239.01050, minor_axis_length = 92.99298, eccentricity = 0.92121, convex_area = 17526.00000, extent = 0.82110, type = C - area = 13939.00000, perimeter = 484.39301, major_axis_length = 207.02628, minor_axis_length = 86.22347, eccentricity = 0.90914, convex_area = 14233.00000, extent = 0.64247, type = C - area = 12792.00000, perimeter = 462.07300, major_axis_length = 194.48100, minor_axis_length = 84.73089, eccentricity = 0.90010, convex_area = 13032.00000, extent = 0.59393, type = C - area = 14890.00000, perimeter = 502.54099, major_axis_length = 206.22853, minor_axis_length = 93.45731, eccentricity = 0.89142, convex_area = 15349.00000, extent = 0.58982, type = C - area = 11592.00000, perimeter = 428.42700, major_axis_length = 177.62151, minor_axis_length = 83.73835, eccentricity = 0.88190, convex_area = 11764.00000, extent = 0.75273, type = O - area = 12771.00000, perimeter = 449.26001, major_axis_length = 190.35739, minor_axis_length = 85.92546, eccentricity = 0.89233, convex_area = 12939.00000, extent = 0.77607, type = O - area = 15290.00000, perimeter = 519.31702, major_axis_length = 221.42963, minor_axis_length = 88.87734, eccentricity = 0.91591, convex_area = 15699.00000, extent = 0.66156, type = C - area = 13816.00000, perimeter = 484.27600, major_axis_length = 199.01349, minor_axis_length = 89.86625, eccentricity = 0.89224, convex_area = 14356.00000, extent = 0.64246, type = C - area = 10809.00000, perimeter = 426.05399, major_axis_length = 176.31656, minor_axis_length = 79.29939, eccentricity = 0.89315, convex_area = 11121.00000, extent = 0.74896, type = O - area = 12593.00000, perimeter = 463.36899, major_axis_length = 195.75763, minor_axis_length = 83.07967, eccentricity = 0.90547, convex_area = 12907.00000, extent = 0.69775, type = C - area = 11665.00000, perimeter = 435.70599, major_axis_length = 182.75189, minor_axis_length = 81.97320, eccentricity = 0.89376, convex_area = 11895.00000, extent = 0.64590, type = O - area = 13241.00000, perimeter = 458.01099, major_axis_length = 184.91423, minor_axis_length = 93.20131, eccentricity = 0.86369, convex_area = 13560.00000, extent = 0.77810, type = O - area = 11422.00000, perimeter = 425.12900, major_axis_length = 176.65686, minor_axis_length = 82.95216, eccentricity = 0.88290, convex_area = 11608.00000, extent = 0.65090, type = O - area = 13484.00000, perimeter = 480.78601, major_axis_length = 204.20760, minor_axis_length = 84.90129, eccentricity = 0.90947, convex_area = 13827.00000, extent = 0.65856, type = C - area = 14331.00000, perimeter = 502.03000, major_axis_length = 212.58145, minor_axis_length = 87.35810, eccentricity = 0.91166, convex_area = 14618.00000, extent = 0.54276, type = C - area = 13912.00000, perimeter = 480.84299, major_axis_length = 206.90704, minor_axis_length = 86.26382, eccentricity = 0.90894, convex_area = 14107.00000, extent = 0.80626, type = C - area = 11211.00000, perimeter = 410.57599, major_axis_length = 162.87140, minor_axis_length = 88.59013, eccentricity = 0.83913, convex_area = 11408.00000, extent = 0.64342, type = O - area = 12519.00000, perimeter = 455.40601, major_axis_length = 192.00218, minor_axis_length = 83.87215, eccentricity = 0.89954, convex_area = 12770.00000, extent = 0.67068, type = C - area = 14403.00000, perimeter = 491.06000, major_axis_length = 207.68057, minor_axis_length = 89.84336, eccentricity = 0.90158, convex_area = 14708.00000, extent = 0.59689, type = C - area = 11619.00000, perimeter = 447.31699, major_axis_length = 193.12086, minor_axis_length = 77.05213, eccentricity = 0.91696, convex_area = 11811.00000, extent = 0.66455, type = O - area = 12181.00000, perimeter = 434.81299, major_axis_length = 179.22531, minor_axis_length = 86.98540, eccentricity = 0.87432, convex_area = 12387.00000, extent = 0.72801, type = O - area = 13410.00000, perimeter = 477.08499, major_axis_length = 195.79893, minor_axis_length = 88.77675, eccentricity = 0.89130, convex_area = 13842.00000, extent = 0.57234, type = C - area = 14853.00000, perimeter = 488.56100, major_axis_length = 201.56313, minor_axis_length = 95.47245, eccentricity = 0.88071, convex_area = 15224.00000, extent = 0.67853, type = C - area = 11932.00000, perimeter = 436.75900, major_axis_length = 178.31656, minor_axis_length = 86.78894, eccentricity = 0.87356, convex_area = 12152.00000, extent = 0.59990, type = O - area = 13607.00000, perimeter = 482.81799, major_axis_length = 202.84724, minor_axis_length = 86.15414, eccentricity = 0.90532, convex_area = 13901.00000, extent = 0.55684, type = C - area = 11765.00000, perimeter = 429.29300, major_axis_length = 175.06308, minor_axis_length = 86.72860, eccentricity = 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extent = 0.77928, type = C + area = 14064.00000, perimeter = 488.94800, major_axis_length = 206.93329, minor_axis_length = 87.47862, eccentricity = 0.90625, convex_area = 14315.00000, extent = 0.75858, type = C + area = 12381.00000, perimeter = 434.15900, major_axis_length = 173.10074, minor_axis_length = 91.96291, eccentricity = 0.84720, convex_area = 12643.00000, extent = 0.74316, type = O + area = 14209.00000, perimeter = 496.27200, major_axis_length = 208.82291, minor_axis_length = 87.75803, eccentricity = 0.90741, convex_area = 14667.00000, extent = 0.56573, type = C diff --git a/build/run_3/regress.stt b/build/run_3/regress.stt index b90f84c..da4c8ff 100644 --- a/build/run_3/regress.stt +++ b/build/run_3/regress.stt @@ -1,21 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9680 0.9987 0.0000 17.035 3.345 21 4 13 5 0.9680 0.9987 0.0000 17.035 3.345 21 4 13 5 -1 0 0.9917 0.9987 0.0000 15.395 3.348 21 4 73 7 0.9799 0.9987 0.0000 16.215 3.346 21 4 13 5 -2 0 0.9930 0.9987 0.0000 14.451 3.410 21 4 37 5 0.9842 0.9987 0.0000 15.627 3.368 21 4 13 5 -3 0 0.9942 0.9987 0.0000 13.676 3.445 21 4 30 8 0.9867 0.9987 0.0000 15.139 3.387 21 4 13 5 -4 0 0.9905 0.9987 0.0000 13.205 3.433 21 4 50 6 0.9875 0.9987 0.0000 14.752 3.396 21 4 13 5 -5 0 0.9955 0.9987 0.0000 13.119 3.434 21 4 32 10 0.9888 0.9987 0.0000 14.480 3.402 21 4 13 5 -6 0 0.9930 0.9987 0.0000 12.695 3.362 21 4 87 12 0.9894 0.9987 0.0000 14.225 3.397 21 4 13 5 -7 0 0.9967 0.9987 0.0000 11.629 3.294 21 4 19 5 0.9903 0.9987 0.0000 13.901 3.384 21 4 13 5 -8 0 0.9967 0.9987 0.0000 11.054 3.249 21 4 35 6 0.9910 0.9987 0.0000 13.584 3.369 21 4 13 5 -9 0 0.9942 0.9987 0.0000 11.525 3.336 21 4 25 7 0.9913 0.9987 0.0000 13.378 3.365 21 4 13 5 -10 0 0.9930 0.9987 0.0000 10.351 3.066 23 5 44 9 0.9915 0.9987 0.0000 13.103 3.338 23 5 13 5 -11 0 0.9979 0.9987 0.9979 10.046 3.078 23 5 5 3 0.9920 0.9987 0.0000 12.848 3.317 23 5 13 5 -12 0 0.9967 0.9987 0.0000 10.544 3.114 23 5 40 9 0.9924 0.9987 0.0000 12.671 3.301 23 5 13 5 -13 0 0.9979 0.9987 0.9978 9.285 2.962 23 5 7 4 0.9928 0.9987 0.0000 12.429 3.277 23 5 13 5 -14 0 0.9979 0.9987 0.9978 8.830 2.880 25 6 6 3 0.9931 0.9987 0.0000 12.189 3.250 25 6 13 5 -15 0 0.9967 0.9987 0.0000 8.688 2.896 25 6 13 5 0.9933 0.9987 0.0000 11.970 3.228 25 6 13 5 -16 0 0.9979 0.9987 0.9973 8.411 2.835 25 6 33 11 0.9936 0.9987 0.0000 11.761 3.205 25 6 13 5 -17 0 0.9954 0.9987 0.0000 8.176 2.775 25 6 14 4 0.9937 0.9987 0.0000 11.562 3.181 25 6 13 5 -18 0 0.9967 0.9987 0.0000 8.443 2.770 5 3 43 11 0.9939 0.9987 0.0000 11.398 3.160 5 3 13 5 -19 0 0.9967 0.9987 0.0000 7.695 2.607 5 3 39 8 0.9940 0.9987 0.0000 11.213 3.132 5 3 13 5 +0 0 0.9593 0.9989 0.0000 16.948 3.330 51 5 33 5 0.9593 0.9989 0.0000 16.948 3.330 51 5 33 5 +1 0 0.9930 0.9989 0.0000 15.399 3.410 51 5 15 6 0.9762 0.9989 0.0000 16.173 3.370 51 5 33 5 +2 0 0.9905 0.9989 0.0000 15.089 3.506 51 5 29 6 0.9809 0.9989 0.0000 15.812 3.415 51 5 33 5 +3 0 0.9942 0.9989 0.0000 13.906 3.446 51 5 43 7 0.9843 0.9989 0.0000 15.335 3.423 51 5 33 5 +4 0 0.9955 0.9989 0.0000 12.988 3.377 51 5 52 6 0.9865 0.9989 0.0000 14.866 3.414 51 5 33 5 +5 0 0.9980 0.9989 0.9976 12.125 3.288 51 5 11 4 0.9884 0.9989 0.0000 14.409 3.393 51 5 33 5 +6 0 0.9967 0.9989 0.0000 12.204 3.312 51 5 16 4 0.9896 0.9989 0.0000 14.094 3.381 51 5 33 5 +7 0 0.9967 0.9989 0.0000 11.410 3.178 51 5 48 7 0.9905 0.9989 0.0000 13.758 3.356 51 5 33 5 +8 0 0.9968 0.9989 0.0000 11.707 3.186 50 8 8 3 0.9912 0.9989 0.0000 13.531 3.337 50 8 33 5 +9 0 0.9967 0.9989 0.0000 11.305 3.130 50 8 5 2 0.9918 0.9989 0.0000 13.308 3.316 50 8 33 5 +10 0 0.9967 0.9989 0.0000 10.421 2.966 50 8 17 8 0.9922 0.9989 0.0000 13.046 3.285 50 8 33 5 +11 0 0.9967 0.9989 0.0000 9.636 2.869 50 8 17 6 0.9926 0.9989 0.0000 12.761 3.250 50 8 33 5 +12 0 0.9967 0.9989 0.0000 8.449 2.659 50 8 29 8 0.9929 0.9989 0.0000 12.430 3.204 50 8 33 5 +13 0 0.9967 0.9989 0.0000 8.644 2.781 50 8 40 10 0.9932 0.9989 0.0000 12.159 3.174 50 8 33 5 +14 0 0.9967 0.9989 0.0000 7.987 2.625 50 8 25 6 0.9934 0.9989 0.0000 11.881 3.138 50 8 33 5 +15 0 0.9967 0.9989 0.0000 7.367 2.513 50 8 35 11 0.9936 0.9989 0.0000 11.599 3.099 50 8 33 5 +16 0 0.9967 0.9989 0.0000 7.407 2.396 50 8 9 4 0.9938 0.9989 0.0000 11.352 3.057 50 8 33 5 +17 0 0.9980 0.9989 0.9977 7.470 2.440 50 8 11 5 0.9940 0.9989 0.0000 11.137 3.023 50 8 33 5 +18 0 0.9980 0.9989 0.9980 7.280 2.450 50 8 4 2 0.9942 0.9989 0.0000 10.934 2.993 50 8 33 5 +19 0 0.9980 0.9989 0.9973 6.497 2.299 50 8 12 5 0.9944 0.9989 0.0000 10.712 2.958 50 8 33 5 +20 0 0.9967 0.9989 0.0000 6.332 2.276 50 8 11 4 0.9945 0.9989 0.0000 10.503 2.926 50 8 33 5 +21 0 0.9942 0.9989 0.0000 6.679 2.422 50 8 11 4 0.9945 0.9989 0.0000 10.330 2.903 50 8 33 5 +22 0 0.9980 0.9989 0.9980 6.629 2.385 50 8 3 1 0.9947 0.9989 0.0000 10.169 2.880 50 8 33 5 +23 0 0.9967 0.9989 0.0000 6.457 2.311 50 8 18 6 0.9948 0.9989 0.0000 10.014 2.857 50 8 33 5 +24 0 0.9980 0.9989 0.9980 6.480 2.290 50 8 1 0 0.9949 0.9989 0.0000 9.873 2.834 50 8 33 5 +25 0 0.9967 0.9989 0.0000 6.133 2.230 50 8 25 9 0.9950 0.9989 0.0000 9.729 2.811 50 8 33 5 +26 0 0.9980 0.9989 0.9980 6.098 2.195 50 8 5 2 0.9951 0.9989 0.0000 9.594 2.788 50 8 33 5 +27 0 0.9980 0.9989 0.9973 5.990 2.084 50 8 7 3 0.9952 0.9989 0.0000 9.466 2.763 50 8 33 5 +28 0 0.9980 0.9989 0.9980 5.893 2.042 50 8 1 0 0.9953 0.9989 0.0000 9.342 2.738 50 8 33 5 +29 0 0.9980 0.9989 0.9980 5.824 2.081 50 8 4 2 0.9954 0.9989 0.0000 9.225 2.716 50 8 33 5 +30 0 0.9980 0.9989 0.9980 5.987 2.112 49 8 5 3 0.9955 0.9989 0.0000 9.121 2.696 49 8 33 5 +31 0 0.9980 0.9989 0.9957 6.095 2.165 49 8 10 5 0.9955 0.9989 0.0000 9.026 2.680 49 8 33 5 +32 0 0.9980 0.9989 0.9980 6.159 2.175 49 8 13 5 0.9956 0.9989 0.0000 8.939 2.665 49 8 33 5 +33 0 0.9967 0.9989 0.0000 6.236 2.221 49 8 27 9 0.9956 0.9989 0.0000 8.860 2.652 49 8 33 5 +34 0 0.9980 0.9989 0.9974 5.970 2.161 49 8 13 6 0.9957 0.9989 0.0000 8.777 2.638 49 8 33 5 +35 0 0.9967 0.9989 0.0000 5.707 2.095 49 8 15 5 0.9957 0.9989 0.0000 8.692 2.622 49 8 33 5 +36 0 0.9980 0.9989 0.9973 5.402 1.978 49 8 7 3 0.9958 0.9989 0.0000 8.603 2.605 49 8 33 5 +37 0 0.9955 0.9989 0.0000 5.605 2.044 49 8 9 3 0.9958 0.9989 0.0000 8.524 2.590 49 8 33 5 +38 0 0.9980 0.9989 0.9965 5.454 2.040 49 8 8 3 0.9958 0.9989 0.0000 8.445 2.576 49 8 33 5 +39 0 0.9980 0.9989 0.9980 5.688 2.039 49 8 4 2 0.9959 0.9989 0.0000 8.376 2.563 49 8 33 5 +40 0 0.9980 0.9989 0.9980 5.864 2.126 49 8 10 5 0.9960 0.9989 0.0000 8.315 2.552 49 8 33 5 +41 0 0.9967 0.9989 0.0000 6.122 2.191 49 8 8 4 0.9960 0.9989 0.0000 8.263 2.543 49 8 33 5 +42 0 0.9967 0.9989 0.0000 6.215 2.231 49 8 27 8 0.9960 0.9989 0.0000 8.215 2.536 49 8 33 5 +43 0 0.9967 0.9989 0.0000 5.707 2.158 49 8 14 5 0.9960 0.9989 0.0000 8.158 2.528 49 8 33 5 +44 0 0.9967 0.9989 0.0000 5.991 2.279 49 8 23 9 0.9960 0.9989 0.0000 8.110 2.522 49 8 33 5 +45 0 0.9967 0.9989 0.0000 6.064 2.291 49 8 38 10 0.9960 0.9989 0.0000 8.066 2.517 49 8 33 5 +46 0 0.9980 0.9989 0.9980 6.124 2.245 49 8 3 1 0.9961 0.9989 0.0000 8.024 2.511 49 8 33 5 +47 0 0.9980 0.9989 0.9979 6.139 2.240 49 8 5 2 0.9961 0.9989 0.0000 7.985 2.506 49 8 33 5 +48 0 0.9967 0.9989 0.0000 5.961 2.163 49 8 6 3 0.9961 0.9989 0.0000 7.944 2.499 49 8 33 5 +49 0 0.9980 0.9989 0.9975 5.481 2.059 49 8 15 6 0.9962 0.9989 0.0000 7.895 2.490 49 8 33 5 +50 0 0.9980 0.9989 0.9975 5.192 1.972 49 8 15 6 0.9962 0.9989 0.0000 7.842 2.480 49 8 33 5 diff --git a/build/run_3/regress.sys b/build/run_3/regress.sys index ef0f1a0..87f2ac7 100644 --- a/build/run_3/regress.sys +++ b/build/run_3/regress.sys @@ -14,61 +14,61 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 887. + no random number seed specfied; using 110. creating initial population(s): - 1140 trees were generated to fill the population of 800 (800 trees). + 1094 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (10s wall) + evaluation complete. (6s wall) breeding complete. (0s wall) === generation 1. - evaluation complete. (9s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 2. - evaluation complete. (8s wall) - breeding complete. (0s wall) -=== generation 3. - evaluation complete. (5s wall) - breeding complete. (0s wall) -=== generation 4. evaluation complete. (1s wall) breeding complete. (0s wall) -=== generation 5. - evaluation complete. (7s wall) +=== generation 3. + evaluation complete. (1s wall) breeding complete. (0s wall) -=== generation 6. - evaluation complete. (5s wall) - breeding complete. (0s wall) -=== generation 7. - evaluation complete. (3s wall) - breeding complete. (0s wall) -=== generation 8. +=== generation 4. evaluation complete. (2s wall) breeding complete. (0s wall) +=== generation 5. + evaluation complete. (5s wall) + breeding complete. (0s wall) +=== generation 6. + evaluation complete. (3s wall) + breeding complete. (1s wall) +=== generation 7. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 8. + evaluation complete. (5s wall) + breeding complete. (0s wall) === generation 9. - evaluation complete. (0s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 10. evaluation complete. (4s wall) breeding complete. (0s wall) === generation 11. - evaluation complete. (4s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 12. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 13. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 14. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 15. - evaluation complete. (3s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 16. evaluation complete. (1s wall) @@ -77,34 +77,126 @@ no checkpointing will be done. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 18. - evaluation complete. (1s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 19. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 23. evaluation complete. (1s wall) breeding complete. (0s wall) +=== generation 24. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (1s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 5226051 - freed: 5178051 + allocated: 10197455 + freed: 10149455 not freed: 48000 - max allocated: 451813 - malloc'ed blocks: 64351 + max allocated: 450109 + malloc'ed blocks: 145815 realloc'ed blocks: 7 - free'ed blocks: 64345 + free'ed blocks: 145809 ------- time ------- - overall: 69s wall - evaluation: 67s wall - breeding: 0s wall + overall: 123s wall + evaluation: 119s wall + breeding: 1s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 1979 - freed: 1979 + used: 3578 + freed: 3578 allocated: 1000 blocks: 1 diff --git a/build/run_4/regress.bst b/build/run_4/regress.bst index e852815..13a94c8 100644 --- a/build/run_4/regress.bst +++ b/build/run_4/regress.bst @@ -1,22 +1,22 @@ === BEST-OF-RUN === - generation: 13 + generation: 20 nodes: 21 - depth: 5 - hits: 736 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 736 - raw fitness: 736.0000 - standardized fitness: 736.0000 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (+ (* convex extent) perimeter)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (log convex))) + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) TREE-equ: -y = (((0.30089 + major) / ((convex * extent) + perimeter)) - ((((-0.94042 - perimeter) / log(major)) + minor) / log(convex))) +y = (area * (area / ((exp((perimeter / perimeter)) * ((area * eccentricity) / area)) + (exp((perimeter / minor)) - major)))) diff --git a/build/run_4/regress.fn b/build/run_4/regress.fn index 90a12e0..143d10e 100644 --- a/build/run_4/regress.fn +++ b/build/run_4/regress.fn @@ -1,16 +1,16 @@ -Hits: 1975, Total Size: 2810, Percent Hit: 70.284698 -CC: 913 -CO: 211 -OO: 1062 -OC: 624 -Fitness: 0.998643 -Hits: 736 +Hits: 1986, Total Size: 2810, Percent Hit: 70.676157 +CC: 891 +CO: 225 +OO: 1095 +OC: 599 +Fitness: 0.998628 +Hits: 728 -y = (((0.30089 + major) / ((convex * extent) + perimeter)) - ((((-0.94042 - perimeter) / log(major)) + minor) / log(convex))) +y = (area * (area / ((exp((perimeter / perimeter)) * ((area * eccentricity) / area)) + (exp((perimeter / minor)) - major)))) - (- (/ (+ 0.30089 major) - (+ (* convex extent) perimeter)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (log convex))) + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) diff --git a/build/run_4/regress.his b/build/run_4/regress.his index 80a9877..232c8d0 100644 --- a/build/run_4/regress.his +++ b/build/run_4/regress.his @@ -1,312 +1,1047 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 8 - depth: 3 - hits: 602 + nodes: 23 + depth: 4 + hits: 523 TOP INDIVIDUAL: -- #1 -- - hits: 602 - raw fitness: 602.0000 - standardized fitness: 602.0000 - adjusted fitness: 0.9983 + hits: 523 + raw fitness: 523.0000 + standardized fitness: 523.0000 + adjusted fitness: 0.9981 TREE: - (/ (log (log extent)) - (log (/ extent 0.57844))) + (- (exp (exp eccentricity)) + (log (+ convex area))) === BEST-OF-RUN === current generation: 1 generation: 1 - nodes: 19 + nodes: 42 depth: 5 - hits: 734 + hits: 557 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 - adjusted fitness: 0.9986 + hits: 557 + raw fitness: 557.0000 + standardized fitness: 557.0000 + adjusted fitness: 0.9982 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (* (/ (log (/ (exp major) + (log eccentricity))) + (log (+ (log perimeter) + (* eccentricity area)))) + (- (/ (- (+ eccentricity major) + (exp minor)) + (+ extent + (log extent))) + (/ (/ (/ major eccentricity) + (* extent extent)) + (* (- major perimeter) + (- eccentricity extent))))) === BEST-OF-RUN === current generation: 2 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 2 + nodes: 31 + depth: 7 + hits: 677 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 - adjusted fitness: 0.9986 + hits: 677 + raw fitness: 677.0000 + standardized fitness: 677.0000 + adjusted fitness: 0.9985 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (/ (log (* (* (* (log convex) + (exp extent)) + (- (+ eccentricity 0.52732) + (- convex minor))) + (exp (+ (/ perimeter extent) + (- major minor))))) + (+ (exp major) + (* extent -0.07978)))) === BEST-OF-RUN === current generation: 3 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 2 + nodes: 31 + depth: 7 + hits: 677 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 - adjusted fitness: 0.9986 + hits: 677 + raw fitness: 677.0000 + standardized fitness: 677.0000 + adjusted fitness: 0.9985 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (/ (log (* (* (* (log convex) + (exp extent)) + (- (+ eccentricity 0.52732) + (- convex minor))) + (exp (+ (/ perimeter extent) + (- major minor))))) + (+ (exp major) + (* extent -0.07978)))) === BEST-OF-RUN === current generation: 4 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 4 + nodes: 7 + depth: 4 + hits: 691 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 691 + raw fitness: 691.0000 + standardized fitness: 691.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (- (log (/ perimeter minor)) extent)) === BEST-OF-RUN === current generation: 5 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 4 + nodes: 7 + depth: 4 + hits: 691 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 691 + raw fitness: 691.0000 + standardized fitness: 691.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (- (log (/ perimeter minor)) extent)) === BEST-OF-RUN === current generation: 6 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 4 + nodes: 7 + depth: 4 + hits: 691 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 691 + raw fitness: 691.0000 + standardized fitness: 691.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (- (log (/ perimeter minor)) extent)) === BEST-OF-RUN === current generation: 7 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 4 + nodes: 7 + depth: 4 + hits: 691 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 691 + raw fitness: 691.0000 + standardized fitness: 691.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (- (log (/ perimeter minor)) extent)) === BEST-OF-RUN === current generation: 8 - generation: 1 - nodes: 19 + generation: 8 + nodes: 9 depth: 5 - hits: 734 + hits: 695 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 695 + raw fitness: 695.0000 + standardized fitness: 695.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (- (log (/ (- extent perimeter) minor)) extent)) === BEST-OF-RUN === current generation: 9 - generation: 1 - nodes: 19 + generation: 8 + nodes: 9 depth: 5 - hits: 734 + hits: 695 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 695 + raw fitness: 695.0000 + standardized fitness: 695.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (log (- (log (/ (- extent perimeter) minor)) extent)) === BEST-OF-RUN === current generation: 10 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 10 + nodes: 15 + depth: 6 + hits: 721 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 721 + raw fitness: 721.0000 + standardized fitness: 721.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (* (+ perimeter perimeter) + (/ area + (+ (log area) + (- (exp (/ perimeter minor)) major)))) === BEST-OF-RUN === current generation: 11 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 10 + nodes: 15 + depth: 6 + hits: 721 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 721 + raw fitness: 721.0000 + standardized fitness: 721.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (* (+ perimeter perimeter) + (/ area + (+ (log area) + (- (exp (/ perimeter minor)) major)))) === BEST-OF-RUN === current generation: 12 - generation: 1 - nodes: 19 - depth: 5 - hits: 734 + generation: 12 + nodes: 14 + depth: 6 + hits: 726 TOP INDIVIDUAL: -- #1 -- - hits: 734 - raw fitness: 734.0000 - standardized fitness: 734.0000 + hits: 726 + raw fitness: 726.0000 + standardized fitness: 726.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (exp major)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (+ minor perimeter))) + (* (+ perimeter perimeter) + (/ area + (+ extent + (- (exp (/ perimeter minor)) major)))) === BEST-OF-RUN === current generation: 13 - generation: 13 - nodes: 21 - depth: 5 - hits: 736 + generation: 12 + nodes: 14 + depth: 6 + hits: 726 TOP INDIVIDUAL: -- #1 -- - hits: 736 - raw fitness: 736.0000 - standardized fitness: 736.0000 + hits: 726 + raw fitness: 726.0000 + standardized fitness: 726.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (+ (* convex extent) perimeter)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (log convex))) + (* (+ perimeter perimeter) + (/ area + (+ extent + (- (exp (/ perimeter minor)) major)))) === BEST-OF-RUN === current generation: 14 - generation: 13 - nodes: 21 - depth: 5 - hits: 736 + generation: 12 + nodes: 14 + depth: 6 + hits: 726 TOP INDIVIDUAL: -- #1 -- - hits: 736 - raw fitness: 736.0000 - standardized fitness: 736.0000 + hits: 726 + raw fitness: 726.0000 + standardized fitness: 726.0000 adjusted fitness: 0.9986 TREE: - (- (/ (+ 0.30089 major) - (+ (* convex extent) perimeter)) - (/ (+ (/ (- -0.94042 perimeter) - (log major)) minor) - (log convex))) + (* (+ perimeter perimeter) + (/ area + (+ extent + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 15 + generation: 12 + nodes: 14 + depth: 6 + hits: 726 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 726 + raw fitness: 726.0000 + standardized fitness: 726.0000 + adjusted fitness: 0.9986 +TREE: + (* (+ perimeter perimeter) + (/ area + (+ extent + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 16 + generation: 12 + nodes: 14 + depth: 6 + hits: 726 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 726 + raw fitness: 726.0000 + standardized fitness: 726.0000 + adjusted fitness: 0.9986 +TREE: + (* (+ perimeter perimeter) + (/ area + (+ extent + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 17 + generation: 12 + nodes: 14 + depth: 6 + hits: 726 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 726 + raw fitness: 726.0000 + standardized fitness: 726.0000 + adjusted fitness: 0.9986 +TREE: + (* (+ perimeter perimeter) + (/ area + (+ extent + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 18 + generation: 12 + nodes: 14 + depth: 6 + hits: 726 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 726 + raw fitness: 726.0000 + standardized fitness: 726.0000 + adjusted fitness: 0.9986 +TREE: + (* (+ perimeter perimeter) + (/ area + (+ extent + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 19 + generation: 19 + nodes: 13 + depth: 6 + hits: 727 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 727 + raw fitness: 727.0000 + standardized fitness: 727.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (log perimeter) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 20 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 21 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 22 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 23 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 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major)))) +=== BEST-OF-RUN === + current generation: 26 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 27 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 28 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + 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fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 32 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 33 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 34 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 35 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 36 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 37 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 38 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 39 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 40 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 41 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 42 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 43 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 44 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 45 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 46 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 47 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 48 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 49 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) +=== BEST-OF-RUN === + current generation: 50 + generation: 20 + nodes: 21 + depth: 6 + hits: 728 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 +TREE: + (* area + (/ area + (+ (* (exp (/ perimeter perimeter)) + (/ (* area eccentricity) area)) + (- (exp (/ perimeter minor)) major)))) diff --git a/build/run_4/regress.prg b/build/run_4/regress.prg index 90b086c..8c8ee13 100644 --- a/build/run_4/regress.prg +++ b/build/run_4/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 15569.00000, perimeter = 504.75400, major_axis_length = 214.50677, minor_axis_length = 93.19716, eccentricity = 0.90069, convex_area = 15815.00000, extent = 0.77304, type = C - area = 12324.00000, perimeter = 465.66901, major_axis_length = 198.52171, minor_axis_length = 80.21651, eccentricity = 0.91473, convex_area = 12557.00000, extent = 0.64167, type = O - area = 14570.00000, perimeter = 469.98199, major_axis_length = 185.40146, minor_axis_length = 100.88792, eccentricity = 0.83898, convex_area = 14895.00000, extent = 0.65454, type = C - area = 15133.00000, perimeter = 503.21899, major_axis_length = 216.57503, minor_axis_length = 89.47614, eccentricity = 0.91067, convex_area = 15359.00000, extent = 0.59261, type = C - area = 13746.00000, perimeter = 483.82001, major_axis_length = 205.84219, minor_axis_length = 86.18869, eccentricity = 0.90812, convex_area = 14060.00000, extent = 0.71594, type = C - area = 10286.00000, perimeter = 406.71301, major_axis_length = 171.05067, minor_axis_length = 77.44872, eccentricity = 0.89162, convex_area = 10469.00000, extent = 0.61845, type = O - area = 9593.00000, perimeter = 396.04999, major_axis_length = 162.59073, minor_axis_length = 75.99918, eccentricity = 0.88403, convex_area = 9828.00000, extent = 0.74480, type = O - area = 15404.00000, perimeter = 499.23099, major_axis_length = 206.08693, minor_axis_length = 95.63304, eccentricity = 0.88581, convex_area = 15740.00000, extent = 0.62476, type = C - area = 16454.00000, perimeter = 518.10901, major_axis_length = 217.09853, 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major_axis_length = 195.30478, minor_axis_length = 88.26482, eccentricity = 0.89205, convex_area = 13583.00000, extent = 0.57543, type = O + area = 11748.00000, perimeter = 446.69501, major_axis_length = 190.21332, minor_axis_length = 79.88956, eccentricity = 0.90752, convex_area = 11926.00000, extent = 0.80976, type = O + area = 11545.00000, perimeter = 427.62000, major_axis_length = 167.41209, minor_axis_length = 89.44892, eccentricity = 0.84529, convex_area = 11925.00000, extent = 0.63239, type = O + area = 12067.00000, perimeter = 438.88199, major_axis_length = 177.97765, minor_axis_length = 87.73780, eccentricity = 0.87005, convex_area = 12423.00000, extent = 0.66731, type = O + area = 11857.00000, perimeter = 434.08899, major_axis_length = 175.60728, minor_axis_length = 87.40578, eccentricity = 0.86733, convex_area = 12176.00000, extent = 0.60520, type = O + area = 11725.00000, perimeter = 427.14001, major_axis_length = 174.79402, minor_axis_length = 86.76220, eccentricity = 0.86811, convex_area = 11954.00000, extent = 0.63426, type = O diff --git a/build/run_4/regress.stt b/build/run_4/regress.stt index 95129fa..b95d596 100644 --- a/build/run_4/regress.stt +++ b/build/run_4/regress.stt @@ -1,16 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9581 0.9983 0.0000 17.944 3.364 8 3 9 3 0.9581 0.9983 0.0000 17.944 3.364 8 3 9 3 -1 0 0.9930 0.9986 0.0000 15.919 3.479 19 5 36 5 0.9756 0.9986 0.0000 16.931 3.421 19 5 9 3 -2 0 0.9880 0.9986 0.0000 16.496 3.786 19 5 14 5 0.9797 0.9986 0.0000 16.786 3.543 19 5 9 3 -3 0 0.9918 0.9986 0.0000 16.375 3.975 19 5 39 5 0.9827 0.9986 0.0000 16.683 3.651 19 5 9 3 -4 0 0.9943 0.9986 0.0000 14.804 3.837 19 5 80 14 0.9850 0.9986 0.0000 16.308 3.688 19 5 9 3 -5 0 0.9880 0.9986 0.0000 14.643 3.876 19 5 19 7 0.9855 0.9986 0.0000 16.030 3.720 19 5 9 3 -6 0 0.9930 0.9986 0.0000 14.695 4.059 19 5 42 11 0.9866 0.9986 0.0000 15.839 3.768 19 5 9 3 -7 0 0.9930 0.9986 0.0000 13.610 3.949 19 5 33 6 0.9874 0.9986 0.0000 15.561 3.791 19 5 9 3 -8 0 0.9955 0.9986 0.0000 12.756 3.834 19 5 21 6 0.9883 0.9986 0.0000 15.249 3.795 19 5 9 3 -9 0 0.9955 0.9986 0.0000 11.520 3.643 19 5 66 8 0.9890 0.9986 0.0000 14.876 3.780 19 5 9 3 -10 0 0.9980 0.9986 0.9972 10.195 3.474 19 5 43 9 0.9899 0.9986 0.0000 14.451 3.752 19 5 9 3 -11 0 0.9968 0.9986 0.0000 9.291 3.190 19 5 16 5 0.9904 0.9986 0.0000 14.021 3.705 19 5 9 3 -12 0 0.9968 0.9986 0.0000 9.121 3.172 19 5 25 6 0.9909 0.9986 0.0000 13.644 3.664 19 5 9 3 -13 0 0.9968 0.9986 0.0000 8.796 3.096 21 5 18 5 0.9913 0.9986 0.0000 13.297 3.624 21 5 9 3 -14 0 0.9980 0.9986 0.9980 7.952 2.888 21 5 5 2 0.9918 0.9986 0.0000 12.941 3.575 21 5 9 3 +0 0 0.9693 0.9981 0.0000 16.669 3.350 23 4 60 6 0.9693 0.9981 0.0000 16.669 3.350 23 4 60 6 +1 0 0.9943 0.9982 0.0000 14.276 3.296 42 5 55 8 0.9818 0.9982 0.0000 15.473 3.323 42 5 60 6 +2 0 0.9930 0.9985 0.0000 13.807 3.390 31 7 44 6 0.9856 0.9985 0.0000 14.918 3.345 31 7 60 6 +3 0 0.9968 0.9985 0.0000 12.760 3.368 31 7 21 6 0.9884 0.9985 0.0000 14.378 3.351 31 7 60 6 +4 0 0.9943 0.9986 0.0000 11.805 3.356 7 4 26 8 0.9895 0.9986 0.0000 13.864 3.352 7 4 60 6 +5 0 0.9943 0.9986 0.0000 10.874 3.199 7 4 6 3 0.9903 0.9986 0.0000 13.365 3.326 7 4 60 6 +6 0 0.9930 0.9986 0.0000 10.750 3.180 7 4 19 6 0.9907 0.9986 0.0000 12.992 3.306 7 4 60 6 +7 0 0.9955 0.9986 0.0000 10.190 3.151 7 4 57 13 0.9913 0.9986 0.0000 12.641 3.286 7 4 60 6 +8 0 0.9980 0.9986 0.9979 9.682 3.071 9 5 16 6 0.9921 0.9986 0.0000 12.313 3.262 9 5 60 6 +9 0 0.9980 0.9986 0.9979 9.364 3.139 9 5 14 4 0.9927 0.9986 0.0000 12.018 3.250 9 5 60 6 +10 0 0.9980 0.9986 0.9977 9.314 3.138 15 6 11 4 0.9932 0.9986 0.0000 11.772 3.240 15 6 60 6 +11 0 0.9968 0.9986 0.0000 8.803 3.051 15 6 24 9 0.9935 0.9986 0.0000 11.524 3.224 15 6 60 6 +12 0 0.9943 0.9986 0.0000 8.260 2.816 14 6 19 6 0.9935 0.9986 0.0000 11.273 3.193 14 6 60 6 +13 0 0.9980 0.9986 0.9979 8.209 2.839 14 6 3 1 0.9938 0.9986 0.0000 11.054 3.167 14 6 60 6 +14 0 0.9955 0.9986 0.0000 7.534 2.760 14 6 11 5 0.9940 0.9986 0.0000 10.820 3.140 14 6 60 6 +15 0 0.9955 0.9986 0.0000 7.330 2.735 14 6 7 3 0.9941 0.9986 0.0000 10.602 3.115 14 6 60 6 +16 0 0.9980 0.9986 0.9979 6.990 2.529 14 6 9 3 0.9943 0.9986 0.0000 10.389 3.080 14 6 60 6 +17 0 0.9980 0.9986 0.9979 6.878 2.594 14 6 9 3 0.9945 0.9986 0.0000 10.194 3.053 14 6 60 6 +18 0 0.9980 0.9986 0.9979 6.131 2.399 14 6 6 2 0.9947 0.9986 0.0000 9.980 3.019 14 6 60 6 +19 0 0.9968 0.9986 0.0000 6.181 2.354 13 6 20 8 0.9948 0.9986 0.0000 9.790 2.986 13 6 60 6 +20 0 0.9980 0.9986 0.9975 6.086 2.364 21 6 5 3 0.9949 0.9986 0.0000 9.614 2.956 21 6 60 6 +21 0 0.9968 0.9986 0.0000 6.549 2.511 21 6 19 7 0.9950 0.9986 0.0000 9.475 2.936 21 6 60 6 +22 0 0.9968 0.9986 0.0000 6.044 2.320 21 6 31 8 0.9951 0.9986 0.0000 9.325 2.909 21 6 60 6 +23 0 0.9968 0.9986 0.0000 6.126 2.394 21 6 16 7 0.9952 0.9986 0.0000 9.192 2.888 21 6 60 6 +24 0 0.9968 0.9986 0.0000 5.636 2.179 21 6 24 11 0.9952 0.9986 0.0000 9.050 2.859 21 6 60 6 +25 0 0.9980 0.9986 0.9963 5.425 2.071 21 6 21 6 0.9953 0.9986 0.0000 8.910 2.829 21 6 60 6 +26 0 0.9980 0.9986 0.9976 5.275 1.994 21 6 29 7 0.9954 0.9986 0.0000 8.776 2.798 21 6 60 6 +27 0 0.9980 0.9986 0.9964 4.853 1.841 21 6 18 8 0.9955 0.9986 0.0000 8.636 2.764 21 6 60 6 +28 0 0.9980 0.9986 0.9978 4.751 1.802 21 6 5 2 0.9956 0.9986 0.0000 8.502 2.731 21 6 60 6 +29 0 0.9980 0.9986 0.9977 4.916 1.895 21 6 3 1 0.9957 0.9986 0.0000 8.382 2.703 21 6 60 6 +30 0 0.9980 0.9986 0.9977 4.706 1.786 21 6 4 2 0.9958 0.9986 0.0000 8.264 2.673 21 6 60 6 +31 0 0.9980 0.9986 0.9978 4.628 1.755 21 6 7 3 0.9959 0.9986 0.0000 8.150 2.645 21 6 60 6 +32 0 0.9980 0.9986 0.9979 4.707 1.810 21 6 3 1 0.9959 0.9986 0.0000 8.046 2.619 21 6 60 6 +33 0 0.9968 0.9986 0.0000 4.997 1.939 21 6 10 3 0.9959 0.9986 0.0000 7.956 2.599 21 6 60 6 +34 0 0.9980 0.9986 0.9977 5.100 1.998 21 6 8 3 0.9960 0.9986 0.0000 7.874 2.582 21 6 60 6 +35 0 0.9968 0.9986 0.0000 4.883 1.920 21 6 6 2 0.9960 0.9986 0.0000 7.791 2.564 21 6 60 6 +36 0 0.9980 0.9986 0.9959 4.777 1.930 21 6 29 11 0.9961 0.9986 0.0000 7.710 2.547 21 6 60 6 +37 0 0.9955 0.9986 0.0000 5.024 1.991 21 6 6 2 0.9961 0.9986 0.0000 7.639 2.532 21 6 60 6 +38 0 0.9980 0.9986 0.9979 4.699 1.869 21 6 5 3 0.9961 0.9986 0.0000 7.564 2.515 21 6 60 6 +39 0 0.9968 0.9986 0.0000 4.639 1.829 21 6 10 4 0.9961 0.9986 0.0000 7.491 2.498 21 6 60 6 +40 0 0.9980 0.9986 0.9976 4.659 1.825 21 6 9 4 0.9962 0.9986 0.0000 7.422 2.481 21 6 60 6 +41 0 0.9968 0.9986 0.0000 4.683 1.826 21 6 16 6 0.9962 0.9986 0.0000 7.356 2.466 21 6 60 6 +42 0 0.9980 0.9986 0.9975 4.894 1.876 21 6 11 4 0.9962 0.9986 0.0000 7.299 2.452 21 6 60 6 +43 0 0.9980 0.9986 0.9979 4.661 1.802 21 6 9 4 0.9963 0.9986 0.0000 7.239 2.437 21 6 60 6 +44 0 0.9980 0.9986 0.9968 4.534 1.766 21 6 9 5 0.9963 0.9986 0.0000 7.179 2.422 21 6 60 6 +45 0 0.9980 0.9986 0.9979 4.329 1.677 21 6 3 1 0.9964 0.9986 0.0000 7.117 2.406 21 6 60 6 +46 0 0.9968 0.9986 0.0000 4.594 1.792 21 6 14 6 0.9964 0.9986 0.0000 7.063 2.393 21 6 60 6 +47 0 0.9980 0.9986 0.9964 4.811 1.885 21 6 31 13 0.9964 0.9986 0.0000 7.016 2.383 21 6 60 6 +48 0 0.9968 0.9986 0.0000 4.855 1.877 21 6 11 6 0.9964 0.9986 0.0000 6.972 2.372 21 6 60 6 +49 0 0.9980 0.9986 0.9973 5.125 2.000 21 6 17 5 0.9964 0.9986 0.0000 6.935 2.365 21 6 60 6 +50 0 0.9968 0.9986 0.0000 5.348 2.084 21 6 14 4 0.9964 0.9986 0.0000 6.904 2.359 21 6 60 6 diff --git a/build/run_4/regress.sys b/build/run_4/regress.sys index ddeebc6..a8a2630 100644 --- a/build/run_4/regress.sys +++ b/build/run_4/regress.sys @@ -14,82 +14,189 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 443. + no random number seed specfied; using 450. creating initial population(s): - 1111 trees were generated to fill the population of 800 (800 trees). + 1046 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (9s wall) + evaluation complete. (11s wall) breeding complete. (0s wall) === generation 1. - evaluation complete. (4s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 2. - evaluation complete. (9s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 3. evaluation complete. (7s wall) breeding complete. (0s wall) === generation 4. - evaluation complete. (3s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (6s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 6. - evaluation complete. (1s wall) - breeding complete. (0s wall) -=== generation 7. evaluation complete. (6s wall) breeding complete. (0s wall) +=== generation 7. + evaluation complete. (0s wall) + breeding complete. (0s wall) === generation 8. - evaluation complete. (2s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 9. - evaluation complete. (2s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 10. - evaluation complete. (4s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 11. evaluation complete. (2s wall) - breeding complete. (0s wall) + breeding complete. (1s wall) === generation 12. - evaluation complete. (1s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 13. evaluation complete. (2s wall) breeding complete. (0s wall) === generation 14. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 30. evaluation complete. (1s wall) breeding complete. (0s wall) +=== generation 31. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (1s wall) + breeding complete. (1s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (1s wall) + breeding complete. (1s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 4335060 - freed: 4287060 + allocated: 9507457 + freed: 9459457 not freed: 48000 - max allocated: 460341 - malloc'ed blocks: 51043 + max allocated: 441869 + malloc'ed blocks: 145529 realloc'ed blocks: 7 - free'ed blocks: 51037 + free'ed blocks: 145523 ------- time ------- - overall: 62s wall - evaluation: 59s wall - breeding: 0s wall + overall: 126s wall + evaluation: 120s wall + breeding: 3s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 1660 - freed: 1660 + used: 3709 + freed: 3709 allocated: 1000 blocks: 1 diff --git a/build/run_5/regress.bst b/build/run_5/regress.bst index 08f1618..e7ad886 100644 --- a/build/run_5/regress.bst +++ b/build/run_5/regress.bst @@ -1,18 +1,18 @@ === BEST-OF-RUN === - generation: 1 - nodes: 3 - depth: 1 - hits: 596 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 TOP INDIVIDUAL: -- #1 -- - hits: 596 - raw fitness: 596.0000 - standardized fitness: 596.0000 - adjusted fitness: 0.9983 + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 TREE: - (- 0.60007 extent) + (log (+ 0.11137 eccentricity)) TREE-equ: -y = (0.60007 - extent) +y = log((0.11137 + eccentricity)) diff --git a/build/run_5/regress.fn b/build/run_5/regress.fn index 4accc4d..18e93a2 100644 --- a/build/run_5/regress.fn +++ b/build/run_5/regress.fn @@ -1,12 +1,12 @@ -Hits: 1791, Total Size: 2810, Percent Hit: 63.736655 -CC: 423 -CO: 732 -OO: 1368 -OC: 287 -Fitness: 0.998325 -Hits: 596 +Hits: 2178, Total Size: 2810, Percent Hit: 77.508897 +CC: 955 +CO: 168 +OO: 1223 +OC: 464 +Fitness: 0.998758 +Hits: 804 -y = (0.60007 - extent) +y = log((0.11137 + eccentricity)) - (- 0.60007 extent) + (log (+ 0.11137 eccentricity)) diff --git a/build/run_5/regress.his b/build/run_5/regress.his index a3ae726..484cd8d 100644 --- a/build/run_5/regress.his +++ b/build/run_5/regress.his @@ -1,94 +1,969 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 38 + nodes: 48 depth: 5 - hits: 575 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 575 - raw fitness: 575.0000 - standardized fitness: 575.0000 - adjusted fitness: 0.9983 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (- (* (* (exp (log minor)) - (* (/ major convex) - (log eccentricity))) - (+ (+ (- area convex) - (/ major extent)) - (+ (log major) - (/ convex perimeter)))) - (exp (/ (/ (/ eccentricity major) - (- minor major)) - (log (log minor))))) + (/ (/ (* (/ (/ -0.64985 eccentricity) + (/ major -0.24357)) + (- (/ convex minor) + (* 0.14622 extent))) + (- (+ (/ minor area) + (exp perimeter)) + (/ (log minor) + (* perimeter 0.12184)))) + (/ (- (log (log minor)) + (/ (+ convex convex) + (exp -0.00247))) + (exp (* (- perimeter extent) + (log extent))))) === BEST-OF-RUN === current generation: 1 - generation: 1 - nodes: 3 - depth: 1 - hits: 596 + generation: 0 + nodes: 48 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 596 - raw fitness: 596.0000 - standardized fitness: 596.0000 - adjusted fitness: 0.9983 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (- 0.60007 extent) + (/ (/ (* (/ (/ -0.64985 eccentricity) + (/ major -0.24357)) + (- (/ convex minor) + (* 0.14622 extent))) + (- (+ (/ minor area) + (exp perimeter)) + (/ (log minor) + (* perimeter 0.12184)))) + (/ (- (log (log minor)) + (/ (+ convex convex) + (exp -0.00247))) + (exp (* (- perimeter extent) + (log extent))))) === BEST-OF-RUN === current generation: 2 - generation: 1 - nodes: 3 - depth: 1 - hits: 596 + generation: 0 + nodes: 48 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 596 - raw fitness: 596.0000 - standardized fitness: 596.0000 - adjusted fitness: 0.9983 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (- 0.60007 extent) + (/ (/ (* (/ (/ -0.64985 eccentricity) + (/ major -0.24357)) + (- (/ convex minor) + (* 0.14622 extent))) + (- (+ (/ minor area) + (exp perimeter)) + (/ (log minor) + (* perimeter 0.12184)))) + (/ (- (log (log minor)) + (/ (+ convex convex) + (exp -0.00247))) + (exp (* (- perimeter extent) + (log extent))))) === BEST-OF-RUN === current generation: 3 - generation: 1 - nodes: 3 - depth: 1 - hits: 596 + generation: 0 + nodes: 48 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 596 - raw fitness: 596.0000 - standardized fitness: 596.0000 - adjusted fitness: 0.9983 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (- 0.60007 extent) + (/ (/ (* (/ (/ -0.64985 eccentricity) + (/ major -0.24357)) + (- (/ convex minor) + (* 0.14622 extent))) + (- (+ (/ minor area) + (exp perimeter)) + (/ (log minor) + (* perimeter 0.12184)))) + (/ (- (log (log minor)) + (/ (+ convex convex) + (exp -0.00247))) + (exp (* (- perimeter extent) + (log extent))))) === BEST-OF-RUN === current generation: 4 - generation: 1 - nodes: 3 - depth: 1 - hits: 596 + generation: 0 + nodes: 48 + depth: 5 + hits: 681 TOP INDIVIDUAL: -- #1 -- - hits: 596 - raw fitness: 596.0000 - standardized fitness: 596.0000 - adjusted fitness: 0.9983 + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 TREE: - (- 0.60007 extent) + (/ (/ (* (/ (/ -0.64985 eccentricity) + (/ major -0.24357)) + (- (/ convex minor) + (* 0.14622 extent))) + (- (+ (/ minor area) + (exp perimeter)) + (/ (log minor) + (* perimeter 0.12184)))) + (/ (- (log (log minor)) + (/ (+ convex convex) + (exp -0.00247))) + (exp (* (- perimeter extent) + (log extent))))) +=== BEST-OF-RUN === + current generation: 5 + generation: 0 + nodes: 48 + depth: 5 + hits: 681 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 681 + raw fitness: 681.0000 + standardized fitness: 681.0000 + adjusted fitness: 0.9985 +TREE: + (/ (/ (* (/ (/ -0.64985 eccentricity) + (/ major -0.24357)) + (- (/ convex minor) + (* 0.14622 extent))) + (- (+ (/ minor area) + (exp perimeter)) + (/ (log minor) + (* perimeter 0.12184)))) + (/ (- (log (log minor)) + (/ (+ convex convex) + (exp -0.00247))) + (exp (* (- perimeter extent) + (log extent))))) +=== BEST-OF-RUN === + current generation: 6 + generation: 6 + nodes: 29 + depth: 6 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (log (/ (+ (+ (- convex extent) + (+ 0.10235 perimeter)) + (/ (exp 0.92628) + (- major eccentricity))) + (* (/ (/ minor major) + (* (/ eccentricity eccentricity) eccentricity)) + (+ convex area)))) +=== BEST-OF-RUN === + current generation: 7 + generation: 7 + nodes: 35 + depth: 7 + hits: 801 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 801 + raw fitness: 801.0000 + standardized fitness: 801.0000 + adjusted fitness: 0.9988 +TREE: + (log (/ (+ (+ (- convex extent) + (/ (- -0.32266 + (/ minor convex)) + (exp (log -0.99970)))) + (/ (exp 0.92628) + (- major eccentricity))) + (* (/ (/ minor major) + (* (/ eccentricity eccentricity) eccentricity)) + (+ convex area)))) +=== BEST-OF-RUN === + current generation: 8 + generation: 7 + nodes: 35 + depth: 7 + hits: 801 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 801 + raw fitness: 801.0000 + standardized fitness: 801.0000 + adjusted fitness: 0.9988 +TREE: + (log (/ (+ (+ (- convex extent) + (/ (- -0.32266 + (/ minor convex)) + (exp (log -0.99970)))) + (/ (exp 0.92628) + (- major eccentricity))) + (* (/ (/ minor major) + (* (/ eccentricity eccentricity) eccentricity)) + (+ convex area)))) +=== BEST-OF-RUN === + current generation: 9 + generation: 7 + nodes: 35 + depth: 7 + hits: 801 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 801 + raw fitness: 801.0000 + standardized fitness: 801.0000 + adjusted fitness: 0.9988 +TREE: + (log (/ (+ (+ (- convex extent) + (/ (- -0.32266 + (/ minor convex)) + (exp (log -0.99970)))) + (/ (exp 0.92628) + (- major eccentricity))) + (* (/ (/ minor major) + 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hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 14 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 15 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 16 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 17 + generation: 10 + 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adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 25 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 26 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 27 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 28 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 29 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 30 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 31 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 32 + generation: 10 + nodes: 4 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BEST-OF-RUN === + current generation: 36 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 37 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 38 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 39 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 40 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 41 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 42 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 43 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 44 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 45 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 46 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 47 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 48 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 49 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) +=== BEST-OF-RUN === + current generation: 50 + generation: 10 + nodes: 4 + depth: 2 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (log (+ 0.11137 eccentricity)) diff --git a/build/run_5/regress.prg b/build/run_5/regress.prg index 7d78ed4..5e0f1f3 100644 --- a/build/run_5/regress.prg +++ b/build/run_5/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 13988.00000, perimeter = 491.48901, major_axis_length = 208.36464, minor_axis_length = 86.78497, eccentricity = 0.90913, convex_area = 14427.00000, extent = 0.61311, type = C - area = 10770.00000, perimeter = 405.50400, major_axis_length = 158.72882, minor_axis_length = 87.61263, eccentricity = 0.83387, convex_area = 11097.00000, extent = 0.66605, type = O - area = 11338.00000, perimeter = 420.79401, major_axis_length = 177.27419, minor_axis_length = 82.13946, eccentricity = 0.88618, convex_area = 11481.00000, extent = 0.82011, type = O - area = 11714.00000, perimeter = 412.20200, major_axis_length = 161.30818, minor_axis_length = 93.22562, eccentricity = 0.81608, convex_area = 11886.00000, extent = 0.76432, type = O - area = 12537.00000, perimeter = 440.10599, 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minor_axis_length = 81.32897, eccentricity = 0.87236, convex_area = 10723.00000, extent = 0.63735, type = O + area = 12544.00000, perimeter = 437.26901, major_axis_length = 175.67209, minor_axis_length = 91.52435, eccentricity = 0.85356, convex_area = 12753.00000, extent = 0.78814, type = O + area = 12437.00000, perimeter = 442.49899, major_axis_length = 183.57292, minor_axis_length = 86.80198, eccentricity = 0.88114, convex_area = 12645.00000, extent = 0.62674, type = O + area = 13414.00000, perimeter = 459.28400, major_axis_length = 191.06317, minor_axis_length = 90.20984, eccentricity = 0.88152, convex_area = 13611.00000, extent = 0.76316, type = O + area = 11154.00000, perimeter = 427.22198, major_axis_length = 174.31781, minor_axis_length = 82.17609, eccentricity = 0.88191, convex_area = 11506.00000, extent = 0.60858, type = O + area = 15037.00000, perimeter = 501.46701, major_axis_length = 208.90558, minor_axis_length = 92.30457, eccentricity = 0.89709, convex_area = 15452.00000, extent = 0.57861, type = C + area = 13170.00000, perimeter = 472.10199, major_axis_length = 200.19543, minor_axis_length = 84.87552, eccentricity = 0.90568, convex_area = 13383.00000, extent = 0.54494, type = C + area = 16024.00000, perimeter = 527.42102, major_axis_length = 226.26277, minor_axis_length = 91.60111, eccentricity = 0.91439, convex_area = 16355.00000, extent = 0.53569, type = C + area = 14477.00000, perimeter = 499.47000, major_axis_length = 217.10547, minor_axis_length = 85.79217, eccentricity = 0.91861, convex_area = 14726.00000, extent = 0.57551, type = C + area = 10132.00000, perimeter = 398.67200, major_axis_length = 162.84520, minor_axis_length = 80.07436, eccentricity = 0.87075, convex_area = 10306.00000, extent = 0.66891, type = O + area = 16188.00000, perimeter = 526.87598, major_axis_length = 224.04192, minor_axis_length = 93.17562, eccentricity = 0.90942, convex_area = 16605.00000, extent = 0.66301, type = C + area = 12811.00000, perimeter = 453.93701, major_axis_length = 185.72890, minor_axis_length = 89.51059, eccentricity = 0.87620, convex_area = 13112.00000, extent = 0.58508, type = O + area = 14470.00000, perimeter = 486.26001, major_axis_length = 208.33366, minor_axis_length = 89.34396, eccentricity = 0.90338, convex_area = 14657.00000, extent = 0.57654, type = C + area = 12745.00000, perimeter = 453.03500, major_axis_length = 187.00584, minor_axis_length = 87.66729, eccentricity = 0.88331, convex_area = 13040.00000, extent = 0.60518, type = C + area = 14340.00000, perimeter = 477.89600, major_axis_length = 196.47507, minor_axis_length = 94.25779, eccentricity = 0.87741, convex_area = 14700.00000, extent = 0.60814, type = C + area = 12042.00000, perimeter = 440.70001, major_axis_length = 177.11136, minor_axis_length = 88.22966, eccentricity = 0.86709, convex_area = 12424.00000, extent = 0.75169, type = O + area = 12239.00000, perimeter = 432.29800, major_axis_length = 168.49008, minor_axis_length = 94.25422, eccentricity = 0.82889, convex_area = 12489.00000, extent = 0.68260, type = O + area = 11856.00000, perimeter = 431.86301, major_axis_length = 174.35243, minor_axis_length = 88.68266, eccentricity = 0.86098, convex_area = 12188.00000, extent = 0.61507, type = O + area = 15071.00000, perimeter = 494.13501, major_axis_length = 200.59483, minor_axis_length = 97.39329, eccentricity = 0.87422, convex_area = 15575.00000, extent = 0.68921, type = C + area = 11432.00000, perimeter = 424.17700, major_axis_length = 170.66464, minor_axis_length = 86.86543, eccentricity = 0.86078, convex_area = 11702.00000, extent = 0.66020, type = O + area = 12274.00000, perimeter = 456.12399, major_axis_length = 194.48738, minor_axis_length = 81.23903, eccentricity = 0.90858, convex_area = 12562.00000, extent = 0.70964, type = C diff --git a/build/run_5/regress.stt b/build/run_5/regress.stt index 25747dd..afb1d78 100644 --- a/build/run_5/regress.stt +++ b/build/run_5/regress.stt @@ -1,6 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9580 0.9983 0.0000 17.741 3.306 38 5 5 2 0.9580 0.9983 0.0000 17.741 3.306 38 5 5 2 -1 0 0.9967 0.9983 0.0000 16.351 3.410 3 1 41 8 0.9774 0.9983 0.0000 17.046 3.358 3 1 5 2 -2 0 0.9917 0.9983 0.0000 15.849 3.482 3 1 81 6 0.9821 0.9983 0.0000 16.647 3.400 3 1 5 2 -3 0 0.9929 0.9983 0.0000 15.332 3.545 3 1 23 5 0.9848 0.9983 0.0000 16.318 3.436 3 1 5 2 -4 0 0.9954 0.9983 0.0000 14.235 3.549 3 1 63 8 0.9870 0.9983 0.0000 15.902 3.458 3 1 5 2 +0 0 0.9506 0.9985 0.0000 17.910 3.389 48 5 78 6 0.9506 0.9985 0.0000 17.910 3.389 48 5 78 6 +1 0 0.9905 0.9985 0.0000 15.034 3.357 48 5 26 5 0.9706 0.9985 0.0000 16.472 3.373 48 5 78 6 +2 0 0.9905 0.9985 0.0000 14.460 3.364 48 5 6 3 0.9772 0.9985 0.0000 15.801 3.370 48 5 78 6 +3 0 0.9930 0.9985 0.0000 13.557 3.361 48 5 92 9 0.9812 0.9985 0.0000 15.240 3.368 48 5 78 6 +4 0 0.9943 0.9985 0.0000 12.740 3.348 48 5 37 6 0.9838 0.9985 0.0000 14.740 3.364 48 5 78 6 +5 0 0.9930 0.9985 0.0000 11.428 3.215 48 5 29 8 0.9853 0.9985 0.0000 14.188 3.339 48 5 78 6 +6 0 0.9980 0.9987 0.9973 11.543 3.265 29 6 34 7 0.9871 0.9987 0.0000 13.810 3.328 29 6 78 6 +7 0 0.9968 0.9988 0.0000 10.749 3.260 35 7 41 7 0.9884 0.9988 0.0000 13.428 3.320 35 7 78 6 +8 0 0.9968 0.9988 0.0000 10.194 3.174 35 7 8 4 0.9893 0.9988 0.0000 13.068 3.304 35 7 78 6 +9 0 0.9980 0.9988 0.9980 10.174 3.179 35 7 63 6 0.9902 0.9988 0.0000 12.779 3.291 35 7 78 6 +10 0 0.9968 0.9988 0.0000 10.043 3.136 4 2 34 10 0.9908 0.9988 0.0000 12.530 3.277 4 2 78 6 +11 0 0.9968 0.9988 0.0000 9.398 2.970 4 2 15 4 0.9913 0.9988 0.0000 12.269 3.251 4 2 78 6 +12 0 0.9980 0.9988 0.9980 9.111 3.033 4 2 60 6 0.9918 0.9988 0.0000 12.026 3.235 4 2 78 6 +13 0 0.9980 0.9988 0.9978 9.117 2.966 4 2 57 6 0.9922 0.9988 0.0000 11.818 3.215 4 2 78 6 +14 0 0.9955 0.9988 0.0000 9.412 2.978 4 2 35 7 0.9924 0.9988 0.0000 11.658 3.200 4 2 78 6 +15 0 0.9955 0.9988 0.0000 7.706 2.591 4 2 12 5 0.9926 0.9988 0.0000 11.411 3.162 4 2 78 6 +16 0 0.9980 0.9988 0.9980 7.383 2.566 4 2 5 2 0.9930 0.9988 0.0000 11.174 3.127 4 2 78 6 +17 0 0.9968 0.9988 0.0000 7.104 2.465 4 2 31 10 0.9932 0.9988 0.0000 10.948 3.090 4 2 78 6 +18 0 0.9980 0.9988 0.9980 7.062 2.451 4 2 5 3 0.9934 0.9988 0.0000 10.743 3.056 4 2 78 6 +19 0 0.9918 0.9988 0.0000 6.465 2.303 4 2 16 5 0.9933 0.9988 0.0000 10.529 3.018 4 2 78 6 +20 0 0.9968 0.9988 0.0000 6.441 2.370 4 2 5 2 0.9935 0.9988 0.0000 10.335 2.988 4 2 78 6 +21 0 0.9968 0.9988 0.0000 6.215 2.329 4 2 48 10 0.9937 0.9988 0.0000 10.148 2.958 4 2 78 6 +22 0 0.9968 0.9988 0.0000 6.067 2.284 4 2 30 12 0.9938 0.9988 0.0000 9.970 2.928 4 2 78 6 +23 0 0.9980 0.9988 0.9980 5.871 2.203 4 2 52 12 0.9940 0.9988 0.0000 9.799 2.898 4 2 78 6 +24 0 0.9968 0.9988 0.0000 5.914 2.197 4 2 21 6 0.9941 0.9988 0.0000 9.644 2.870 4 2 78 6 +25 0 0.9968 0.9988 0.0000 5.819 2.209 4 2 42 10 0.9942 0.9988 0.0000 9.497 2.845 4 2 78 6 +26 0 0.9955 0.9988 0.0000 5.630 2.152 4 2 20 7 0.9942 0.9988 0.0000 9.354 2.819 4 2 78 6 +27 0 0.9955 0.9988 0.0000 5.254 2.030 4 2 16 7 0.9943 0.9988 0.0000 9.207 2.791 4 2 78 6 +28 0 0.9968 0.9988 0.0000 5.256 2.065 4 2 9 3 0.9944 0.9988 0.0000 9.071 2.766 4 2 78 6 +29 0 0.9980 0.9988 0.9980 5.341 2.091 4 2 3 1 0.9945 0.9988 0.0000 8.947 2.743 4 2 78 6 +30 0 0.9968 0.9988 0.0000 5.394 2.107 4 2 19 7 0.9946 0.9988 0.0000 8.832 2.723 4 2 78 6 +31 0 0.9980 0.9988 0.9973 5.195 2.054 4 2 23 8 0.9947 0.9988 0.0000 8.718 2.702 4 2 78 6 +32 0 0.9980 0.9988 0.9979 5.389 2.124 4 2 6 2 0.9948 0.9988 0.0000 8.617 2.684 4 2 78 6 +33 0 0.9980 0.9988 0.9977 5.117 2.065 4 2 7 4 0.9949 0.9988 0.0000 8.514 2.666 4 2 78 6 +34 0 0.9980 0.9988 0.9980 4.992 2.034 4 2 24 9 0.9950 0.9988 0.0000 8.414 2.648 4 2 78 6 +35 0 0.9968 0.9988 0.0000 4.949 1.986 4 2 20 7 0.9950 0.9988 0.0000 8.318 2.630 4 2 78 6 +36 0 0.9968 0.9988 0.0000 5.009 2.042 4 2 13 6 0.9951 0.9988 0.0000 8.228 2.614 4 2 78 6 +37 0 0.9980 0.9988 0.9971 5.074 2.071 4 2 8 4 0.9951 0.9988 0.0000 8.145 2.600 4 2 78 6 +38 0 0.9980 0.9988 0.9976 4.680 1.863 4 2 5 2 0.9952 0.9988 0.0000 8.056 2.581 4 2 78 6 +39 0 0.9968 0.9988 0.0000 4.532 1.845 4 2 14 6 0.9952 0.9988 0.0000 7.968 2.562 4 2 78 6 +40 0 0.9980 0.9988 0.9980 4.478 1.814 4 2 2 1 0.9953 0.9988 0.0000 7.883 2.544 4 2 78 6 +41 0 0.9980 0.9988 0.9980 4.707 1.881 4 2 12 5 0.9954 0.9988 0.0000 7.807 2.528 4 2 78 6 +42 0 0.9968 0.9988 0.0000 4.799 1.866 4 2 15 5 0.9954 0.9988 0.0000 7.737 2.513 4 2 78 6 +43 0 0.9980 0.9988 0.9980 4.870 1.951 4 2 2 1 0.9955 0.9988 0.0000 7.672 2.500 4 2 78 6 +44 0 0.9968 0.9988 0.0000 4.694 1.874 4 2 14 6 0.9955 0.9988 0.0000 7.606 2.486 4 2 78 6 +45 0 0.9968 0.9988 0.0000 4.401 1.722 4 2 9 4 0.9955 0.9988 0.0000 7.536 2.470 4 2 78 6 +46 0 0.9980 0.9988 0.9979 4.537 1.795 4 2 5 3 0.9956 0.9988 0.0000 7.473 2.455 4 2 78 6 +47 0 0.9980 0.9988 0.9978 4.202 1.661 4 2 5 2 0.9956 0.9988 0.0000 7.405 2.439 4 2 78 6 +48 0 0.9968 0.9988 0.0000 4.289 1.716 4 2 14 5 0.9957 0.9988 0.0000 7.341 2.424 4 2 78 6 +49 0 0.9980 0.9988 0.9980 4.269 1.691 4 2 3 1 0.9957 0.9988 0.0000 7.279 2.409 4 2 78 6 +50 0 0.9968 0.9988 0.0000 4.308 1.671 4 2 22 6 0.9957 0.9988 0.0000 7.221 2.395 4 2 78 6 diff --git a/build/run_5/regress.sys b/build/run_5/regress.sys index 79339b1..c5e3ef2 100644 --- a/build/run_5/regress.sys +++ b/build/run_5/regress.sys @@ -14,52 +14,189 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 600. + no random number seed specfied; using 210. creating initial population(s): - 1114 trees were generated to fill the population of 800 (800 trees). + 1147 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (6s wall) + evaluation complete. (9s wall) breeding complete. (0s wall) === generation 1. - evaluation complete. (5s wall) + evaluation complete. (7s wall) breeding complete. (0s wall) === generation 2. - evaluation complete. (10s wall) - breeding complete. (0s wall) -=== generation 3. - evaluation complete. (6s wall) - breeding complete. (0s wall) -=== generation 4. evaluation complete. (4s wall) breeding complete. (0s wall) +=== generation 3. + evaluation complete. (7s wall) + breeding complete. (1s wall) +=== generation 4. + evaluation complete. (5s wall) + breeding complete. (0s wall) +=== generation 5. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 6. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 7. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 8. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 9. + evaluation complete. (3s wall) + breeding complete. (1s wall) +=== generation 10. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 11. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 12. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 13. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 14. + evaluation complete. (5s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (1s wall) + breeding complete. (1s wall) +=== generation 49. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 1951735 - freed: 1903735 + allocated: 9719308 + freed: 9671308 not freed: 48000 - max allocated: 461909 - malloc'ed blocks: 23620 + max allocated: 454885 + malloc'ed blocks: 146501 realloc'ed blocks: 7 - free'ed blocks: 23614 + free'ed blocks: 146495 ------- time ------- - overall: 34s wall - evaluation: 31s wall - breeding: 0s wall + overall: 122s wall + evaluation: 118s wall + breeding: 3s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 1062 - freed: 1062 + used: 3640 + freed: 3640 allocated: 1000 blocks: 1 diff --git a/build/run_6/regress.bst b/build/run_6/regress.bst index f640ce9..a8a5046 100644 --- a/build/run_6/regress.bst +++ b/build/run_6/regress.bst @@ -1,29 +1,18 @@ === BEST-OF-RUN === - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ -0.88842 eccentricity) TREE-equ: -y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218)))) +y = (-0.88842 + eccentricity) diff --git a/build/run_6/regress.fn b/build/run_6/regress.fn index 6676456..f5cb41b 100644 --- a/build/run_6/regress.fn +++ b/build/run_6/regress.fn @@ -1,23 +1,12 @@ -Hits: 2182, Total Size: 2810, Percent Hit: 77.651246 -CC: 846 -CO: 286 -OO: 1336 -OC: 342 -Fitness: 0.998734 -Hits: 789 +Hits: 2193, Total Size: 2810, Percent Hit: 78.042705 +CC: 959 +CO: 185 +OO: 1234 +OC: 432 +Fitness: 0.998723 +Hits: 782 -y = (((exp(eccentricity) / extent) / ((exp(perimeter) * (major * -0.65856)) / ((0.89693 - eccentricity) - (extent / (minor * (eccentricity + eccentricity)))))) * ((((convex + minor) - (area - minor)) + ((-0.42594 + extent) - (minor - -0.71593))) + log((area / 0.40218)))) +y = (-0.88842 + eccentricity) - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ -0.88842 eccentricity) diff --git a/build/run_6/regress.his b/build/run_6/regress.his index 9f04bc0..a768c8f 100644 --- a/build/run_6/regress.his +++ b/build/run_6/regress.his @@ -1,670 +1,918 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 26 - depth: 4 - hits: 526 + nodes: 38 + depth: 5 + hits: 569 TOP INDIVIDUAL: -- #1 -- - hits: 526 - raw fitness: 526.0000 - standardized fitness: 526.0000 - adjusted fitness: 0.9981 + hits: 569 + raw fitness: 569.0000 + standardized fitness: 569.0000 + adjusted fitness: 0.9982 TREE: - (- (* (- (- convex perimeter) - (+ area eccentricity)) - (exp (+ minor eccentricity))) - (- (* (log minor) - (exp 0.92127)) - (/ (- 0.61461 major) - (/ eccentricity extent)))) + (- (* (* (exp (log minor)) + (* (/ major convex) + (log eccentricity))) + (+ (+ (- area convex) + (/ major extent)) + (+ (log major) + (/ convex perimeter)))) + (exp (/ (/ (/ eccentricity major) + (- minor major)) + (log (log minor))))) === BEST-OF-RUN === current generation: 1 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 2 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 3 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 4 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 5 generation: 1 - nodes: 26 - depth: 4 - hits: 787 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (* (log minor) - (+ -0.88679 eccentricity)) - (exp (exp 0.67345))) - (/ (+ (- eccentricity eccentricity) - (- extent perimeter)) - (/ (* extent eccentricity) - (- extent perimeter)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 6 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 1 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 7 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 1 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 8 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 1 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 9 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 1 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 10 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 1 + nodes: 3 + depth: 1 + hits: 590 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 590 + raw fitness: 590.0000 + standardized fitness: 590.0000 + adjusted fitness: 0.9983 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (- 0.60007 extent) === BEST-OF-RUN === current generation: 11 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 11 + nodes: 11 + depth: 3 + hits: 687 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 687 + raw fitness: 687.0000 + standardized fitness: 687.0000 + adjusted fitness: 0.9985 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major perimeter) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 12 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 11 + nodes: 11 + depth: 3 + hits: 687 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 - adjusted fitness: 0.9987 + hits: 687 + raw fitness: 687.0000 + standardized fitness: 687.0000 + adjusted fitness: 0.9985 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major perimeter) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 13 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 14 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 15 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 16 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 17 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 18 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 19 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 20 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 21 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 22 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 23 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) === BEST-OF-RUN === current generation: 24 - generation: 6 - nodes: 44 - depth: 7 - hits: 789 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 TOP INDIVIDUAL: -- #1 -- - hits: 789 - raw fitness: 789.0000 - standardized fitness: 789.0000 + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 adjusted fitness: 0.9987 TREE: - (* (/ (/ (exp eccentricity) extent) - (/ (* (exp perimeter) - (* major -0.65856)) - (- (- 0.89693 eccentricity) - (/ extent - (* minor - (+ eccentricity eccentricity)))))) - (+ (+ (- (+ convex minor) - (- area minor)) - (- (+ -0.42594 extent) - (- minor -0.71593))) - (log (/ area 0.40218)))) + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 25 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 + adjusted fitness: 0.9987 +TREE: + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 26 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 + adjusted fitness: 0.9987 +TREE: + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 27 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 + adjusted fitness: 0.9987 +TREE: + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 28 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 + adjusted fitness: 0.9987 +TREE: + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 29 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 + adjusted fitness: 0.9987 +TREE: + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 30 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 + adjusted fitness: 0.9987 +TREE: + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 31 + generation: 13 + nodes: 11 + depth: 3 + hits: 752 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 752 + raw fitness: 752.0000 + standardized fitness: 752.0000 + adjusted fitness: 0.9987 +TREE: + (+ (/ (/ major major) + (/ convex major)) + (- eccentricity 0.90883)) +=== BEST-OF-RUN === + current generation: 32 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 33 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 34 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 35 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 36 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 37 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 38 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 39 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 40 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 41 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 42 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 43 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 44 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 45 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 46 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 47 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 48 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 49 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) +=== BEST-OF-RUN === + current generation: 50 + generation: 32 + nodes: 3 + depth: 1 + hits: 782 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 +TREE: + (+ -0.88842 eccentricity) diff --git a/build/run_6/regress.prg b/build/run_6/regress.prg index 9766c4a..ae51089 100644 --- a/build/run_6/regress.prg +++ b/build/run_6/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 14788.00000, perimeter = 480.96201, major_axis_length = 199.06255, minor_axis_length = 95.53792, eccentricity = 0.87730, convex_area = 15044.00000, extent = 0.65751, type = C - area = 12823.00000, perimeter = 450.64099, major_axis_length = 180.69753, minor_axis_length = 91.78145, eccentricity = 0.86140, convex_area = 13195.00000, extent = 0.69785, type = O - area = 12600.00000, perimeter = 441.23401, major_axis_length = 182.66325, minor_axis_length = 88.16089, eccentricity = 0.87582, convex_area = 12767.00000, extent = 0.60069, type = O - area = 13487.00000, perimeter = 477.25400, major_axis_length = 205.04572, minor_axis_length = 84.28226, eccentricity = 0.91162, convex_area = 13772.00000, extent = 0.73736, type = C - area = 12225.00000, perimeter = 436.48401, major_axis_length = 172.72522, minor_axis_length = 91.47328, eccentricity = 0.84825, convex_area = 12537.00000, extent = 0.64611, type = O - area = 11836.00000, perimeter = 456.37900, major_axis_length = 201.86960, minor_axis_length = 75.45857, eccentricity = 0.92751, convex_area = 12084.00000, extent = 0.75321, type = C - area = 12096.00000, perimeter = 438.85699, major_axis_length = 179.34836, minor_axis_length = 86.96104, eccentricity = 0.87459, convex_area = 12333.00000, extent = 0.66109, type = O - area = 11857.00000, perimeter = 434.08899, major_axis_length = 175.60728, minor_axis_length = 87.40578, eccentricity = 0.86733, convex_area = 12176.00000, extent = 0.60520, type = O - area = 14828.00000, perimeter = 493.50000, major_axis_length = 209.90356, minor_axis_length = 90.66991, eccentricity = 0.90189, convex_area = 15090.00000, extent = 0.60651, type = C - area = 11756.00000, perimeter = 438.77499, major_axis_length = 184.13535, minor_axis_length = 82.26664, eccentricity = 0.89465, convex_area = 11969.00000, extent = 0.65676, type = O - area = 10488.00000, perimeter = 416.60901, major_axis_length = 175.39789, minor_axis_length = 77.31371, eccentricity = 0.89761, convex_area = 10720.00000, extent = 0.71757, type = O - area = 13315.00000, perimeter = 476.20300, major_axis_length = 205.18861, minor_axis_length = 83.06102, eccentricity = 0.91440, convex_area = 13510.00000, extent = 0.55157, type = C - area = 12330.00000, perimeter = 433.06900, major_axis_length = 173.93456, minor_axis_length = 91.46205, eccentricity = 0.85058, convex_area = 12550.00000, extent = 0.68424, type = O - area = 10891.00000, perimeter = 406.57101, major_axis_length = 159.86882, minor_axis_length = 87.57321, eccentricity = 0.83662, convex_area = 11103.00000, extent = 0.67596, type = O - area = 13028.00000, perimeter = 467.27701, major_axis_length = 194.73337, minor_axis_length = 87.14062, eccentricity = 0.89429, convex_area = 13304.00000, extent = 0.56621, type = O - area = 16898.00000, perimeter = 526.94397, major_axis_length = 217.87180, minor_axis_length = 100.34503, eccentricity = 0.88762, convex_area = 17274.00000, extent = 0.62446, type = C - area = 13584.00000, perimeter = 478.05701, major_axis_length = 203.83694, minor_axis_length = 85.42742, eccentricity = 0.90794, convex_area = 13877.00000, extent = 0.67633, type = C - area = 13196.00000, perimeter = 474.98801, major_axis_length = 199.98131, minor_axis_length = 85.65816, eccentricity = 0.90362, convex_area = 13463.00000, extent = 0.55646, type = C - area = 12939.00000, perimeter = 469.48099, major_axis_length = 202.04332, minor_axis_length = 83.09899, eccentricity = 0.91150, convex_area = 13165.00000, extent = 0.65770, type = C - area = 11859.00000, perimeter = 436.25299, major_axis_length = 184.63538, minor_axis_length = 82.17491, eccentricity = 0.89550, convex_area = 12049.00000, extent = 0.64814, type = O - area = 10128.00000, perimeter = 403.72501, major_axis_length = 166.96295, minor_axis_length = 78.24747, eccentricity = 0.88338, convex_area = 10383.00000, extent = 0.67224, type = O - area = 10604.00000, perimeter = 409.19101, major_axis_length = 169.17116, minor_axis_length = 80.42681, eccentricity = 0.87976, convex_area = 10780.00000, extent = 0.78432, type = O - area = 11017.00000, perimeter = 416.93201, major_axis_length = 168.36868, minor_axis_length = 84.20007, eccentricity = 0.86597, convex_area = 11303.00000, extent = 0.73682, type = O - area = 10083.00000, perimeter = 402.93201, major_axis_length = 169.02681, minor_axis_length = 76.98230, eccentricity = 0.89026, convex_area = 10283.00000, extent = 0.64461, type = O - area = 11746.00000, perimeter = 450.82901, major_axis_length = 194.19092, minor_axis_length = 77.74390, eccentricity = 0.91636, convex_area = 11953.00000, extent = 0.55521, type = C - area = 14751.00000, perimeter = 499.02100, major_axis_length = 214.03714, minor_axis_length = 88.62865, eccentricity = 0.91024, convex_area = 14955.00000, extent = 0.55268, type = C - area = 10474.00000, perimeter = 403.45999, major_axis_length = 167.88440, minor_axis_length = 80.18859, eccentricity = 0.87855, convex_area = 10611.00000, extent = 0.78870, type = O - area = 10541.00000, perimeter = 406.53601, major_axis_length = 162.99107, minor_axis_length = 83.69826, eccentricity = 0.85808, convex_area = 10901.00000, extent = 0.77462, type = O - area = 14011.00000, perimeter = 493.87900, major_axis_length = 212.63031, minor_axis_length = 85.02821, eccentricity = 0.91656, convex_area = 14336.00000, extent = 0.62799, type = C - area = 13331.00000, perimeter = 461.30899, major_axis_length = 193.55994, minor_axis_length = 88.79623, eccentricity = 0.88856, convex_area = 13500.00000, extent = 0.57951, type = O - area = 14019.00000, perimeter = 482.45401, major_axis_length = 197.19820, minor_axis_length = 92.67004, eccentricity = 0.88270, convex_area = 14411.00000, extent = 0.57615, type = C - area = 13404.00000, perimeter = 476.20599, major_axis_length = 203.31157, minor_axis_length = 84.62199, eccentricity = 0.90926, convex_area = 13751.00000, extent = 0.63466, type = C - area = 12339.00000, perimeter = 453.26401, major_axis_length = 191.50438, minor_axis_length = 82.77469, eccentricity = 0.90176, convex_area = 12534.00000, extent = 0.61893, type = O - area = 10874.00000, perimeter = 426.87299, major_axis_length = 177.25034, minor_axis_length = 79.62495, eccentricity = 0.89342, convex_area = 11211.00000, extent = 0.63965, type = O - area = 13855.00000, perimeter = 487.83099, major_axis_length = 207.10844, minor_axis_length = 86.02370, eccentricity = 0.90966, convex_area = 14214.00000, extent = 0.55155, type = C - area = 10950.00000, perimeter = 412.33401, major_axis_length = 166.30606, minor_axis_length = 85.29817, eccentricity = 0.85845, convex_area = 11172.00000, extent = 0.77605, type = O - 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extent = 0.77468, type = C - area = 12901.00000, perimeter = 475.30301, major_axis_length = 209.58597, minor_axis_length = 79.26891, eccentricity = 0.92572, convex_area = 13219.00000, extent = 0.68281, type = C - area = 15560.00000, perimeter = 502.96600, major_axis_length = 213.96318, minor_axis_length = 93.12080, eccentricity = 0.90032, convex_area = 15789.00000, extent = 0.78368, type = C - area = 15308.00000, perimeter = 513.98999, major_axis_length = 219.46791, minor_axis_length = 90.02393, eccentricity = 0.91200, convex_area = 15720.00000, extent = 0.76326, type = C - area = 13779.00000, perimeter = 481.97601, major_axis_length = 200.47858, minor_axis_length = 88.84671, eccentricity = 0.89644, convex_area = 14192.00000, extent = 0.57198, type = C - area = 14868.00000, perimeter = 510.43399, major_axis_length = 219.33379, minor_axis_length = 88.03912, eccentricity = 0.91591, convex_area = 15190.00000, extent = 0.79670, type = C - area = 15204.00000, perimeter = 510.48700, 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extent = 0.61015, type = C + area = 10657.00000, perimeter = 412.83899, major_axis_length = 171.12416, minor_axis_length = 80.39784, eccentricity = 0.88276, convex_area = 10879.00000, extent = 0.72482, type = O + area = 12373.00000, perimeter = 438.88101, major_axis_length = 175.82730, minor_axis_length = 90.91232, eccentricity = 0.85595, convex_area = 12622.00000, extent = 0.76818, type = O + area = 10647.00000, perimeter = 411.13300, major_axis_length = 170.06084, minor_axis_length = 80.81935, eccentricity = 0.87986, convex_area = 10829.00000, extent = 0.80659, type = O + area = 14518.00000, perimeter = 491.22198, major_axis_length = 203.76106, minor_axis_length = 92.34290, eccentricity = 0.89141, convex_area = 14877.00000, extent = 0.74132, type = C + area = 12610.00000, perimeter = 454.68701, major_axis_length = 185.64877, minor_axis_length = 87.92713, eccentricity = 0.88073, convex_area = 12934.00000, extent = 0.59789, type = O + area = 13652.00000, perimeter = 486.62799, major_axis_length = 210.34523, minor_axis_length = 83.29913, eccentricity = 0.91825, convex_area = 13950.00000, extent = 0.57980, type = C + area = 14078.00000, perimeter = 478.47000, major_axis_length = 203.64546, minor_axis_length = 88.56031, eccentricity = 0.90049, convex_area = 14280.00000, extent = 0.74440, type = C + area = 11903.00000, perimeter = 433.71301, major_axis_length = 180.90604, minor_axis_length = 84.36025, eccentricity = 0.88462, convex_area = 12104.00000, extent = 0.68645, type = O + area = 15568.00000, perimeter = 519.45599, major_axis_length = 222.22809, minor_axis_length = 90.81753, eccentricity = 0.91268, convex_area = 15984.00000, extent = 0.78270, type = C + area = 15209.00000, perimeter = 496.56500, major_axis_length = 214.05008, minor_axis_length = 91.02632, eccentricity = 0.90507, convex_area = 15395.00000, extent = 0.56937, type = C + area = 11307.00000, perimeter = 427.60999, major_axis_length = 176.07468, minor_axis_length = 82.24740, eccentricity = 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extent = 0.62297, type = C + area = 11536.00000, perimeter = 426.85199, major_axis_length = 172.18907, minor_axis_length = 87.07993, eccentricity = 0.86270, convex_area = 11891.00000, extent = 0.60588, type = O + area = 13722.00000, perimeter = 482.34299, major_axis_length = 202.27818, minor_axis_length = 87.75389, eccentricity = 0.90100, convex_area = 14189.00000, extent = 0.60567, type = C + area = 12913.00000, perimeter = 449.02399, major_axis_length = 178.16380, minor_axis_length = 93.14697, eccentricity = 0.85245, convex_area = 13198.00000, extent = 0.62563, type = O diff --git a/build/run_6/regress.stt b/build/run_6/regress.stt index 9b92420..2b7aca8 100644 --- a/build/run_6/regress.stt +++ b/build/run_6/regress.stt @@ -1,26 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9543 0.9981 0.0000 17.742 3.389 26 4 39 5 0.9543 0.9981 0.0000 17.742 3.389 26 4 39 5 -1 0 0.9893 0.9987 0.0000 16.099 3.420 26 4 29 6 0.9718 0.9987 0.0000 16.921 3.404 26 4 39 5 -2 0 0.9918 0.9987 0.0000 15.324 3.420 26 4 45 6 0.9785 0.9987 0.0000 16.388 3.410 26 4 39 5 -3 0 0.9967 0.9987 0.0000 15.304 3.524 26 4 90 11 0.9830 0.9987 0.0000 16.117 3.438 26 4 39 5 -4 0 0.9930 0.9987 0.0000 15.491 3.716 26 4 44 8 0.9850 0.9987 0.0000 15.992 3.494 26 4 39 5 -5 0 0.9955 0.9987 0.0000 14.717 3.683 26 4 92 11 0.9868 0.9987 0.0000 15.780 3.525 26 4 39 5 -6 0 0.9905 0.9987 0.0000 14.043 3.651 44 7 20 4 0.9873 0.9987 0.0000 15.531 3.543 44 7 39 5 -7 0 0.9918 0.9987 0.0000 13.001 3.511 44 7 25 6 0.9879 0.9987 0.0000 15.215 3.539 44 7 39 5 -8 0 0.9930 0.9987 0.0000 12.321 3.509 44 7 9 4 0.9884 0.9987 0.0000 14.894 3.536 44 7 39 5 -9 0 0.9930 0.9987 0.0000 11.724 3.539 44 7 28 8 0.9889 0.9987 0.0000 14.577 3.536 44 7 39 5 -10 0 0.9930 0.9987 0.0000 10.750 3.406 44 7 7 3 0.9893 0.9987 0.0000 14.229 3.524 44 7 39 5 -11 0 0.9955 0.9987 0.0000 9.709 3.224 44 7 20 7 0.9898 0.9987 0.0000 13.852 3.499 44 7 39 5 -12 0 0.9955 0.9987 0.0000 8.680 3.050 44 7 17 9 0.9902 0.9987 0.0000 13.454 3.465 44 7 39 5 -13 0 0.9968 0.9987 0.0000 8.162 2.874 44 7 11 7 0.9907 0.9987 0.0000 13.076 3.422 44 7 39 5 -14 0 0.9968 0.9987 0.0000 8.265 2.956 44 7 8 4 0.9911 0.9987 0.0000 12.755 3.391 44 7 39 5 -15 0 0.9930 0.9987 0.0000 7.930 2.882 44 7 34 7 0.9912 0.9987 0.0000 12.454 3.360 44 7 39 5 -16 0 0.9968 0.9987 0.0000 7.657 2.772 44 7 17 7 0.9915 0.9987 0.0000 12.172 3.325 44 7 39 5 -17 0 0.9980 0.9987 0.9980 7.385 2.720 44 7 1 0 0.9919 0.9987 0.0000 11.906 3.291 44 7 39 5 -18 0 0.9980 0.9987 0.9980 7.344 2.692 44 7 3 1 0.9922 0.9987 0.0000 11.666 3.260 44 7 39 5 -19 0 0.9967 0.9987 0.0000 7.442 2.723 44 7 17 10 0.9924 0.9987 0.0000 11.455 3.233 44 7 39 5 -20 0 0.9980 0.9987 0.9980 6.532 2.416 44 7 3 1 0.9927 0.9987 0.0000 11.220 3.194 44 7 39 5 -21 0 0.9980 0.9987 0.9973 6.235 2.281 44 7 25 8 0.9930 0.9987 0.0000 10.994 3.153 44 7 39 5 -22 0 0.9968 0.9987 0.0000 6.224 2.224 44 7 18 6 0.9931 0.9987 0.0000 10.786 3.112 44 7 39 5 -23 0 0.9980 0.9987 0.9979 6.332 2.275 44 7 8 4 0.9933 0.9987 0.0000 10.601 3.077 44 7 39 5 -24 0 0.9980 0.9987 0.9973 5.470 2.031 44 7 9 3 0.9935 0.9987 0.0000 10.395 3.036 44 7 39 5 +0 0 0.9581 0.9982 0.0000 17.741 3.306 38 5 5 2 0.9581 0.9982 0.0000 17.741 3.306 38 5 5 2 +1 0 0.9967 0.9983 0.0000 16.343 3.409 3 1 41 8 0.9774 0.9983 0.0000 17.042 3.357 3 1 5 2 +2 0 0.9917 0.9983 0.0000 15.840 3.479 3 1 81 6 0.9822 0.9983 0.0000 16.641 3.398 3 1 5 2 +3 0 0.9930 0.9983 0.0000 15.332 3.545 3 1 23 5 0.9849 0.9983 0.0000 16.314 3.435 3 1 5 2 +4 0 0.9955 0.9983 0.0000 14.235 3.549 3 1 63 8 0.9870 0.9983 0.0000 15.898 3.458 3 1 5 2 +5 0 0.9930 0.9983 0.0000 13.575 3.539 3 1 13 4 0.9880 0.9983 0.0000 15.511 3.471 3 1 5 2 +6 0 0.9955 0.9983 0.0000 12.794 3.542 3 1 67 8 0.9891 0.9983 0.0000 15.123 3.481 3 1 5 2 +7 0 0.9930 0.9983 0.0000 12.021 3.374 3 1 25 8 0.9896 0.9983 0.0000 14.735 3.468 3 1 5 2 +8 0 0.9955 0.9983 0.0000 12.040 3.478 3 1 53 7 0.9902 0.9983 0.0000 14.436 3.469 3 1 5 2 +9 0 0.9955 0.9983 0.0000 11.216 3.243 3 1 11 6 0.9907 0.9983 0.0000 14.114 3.446 3 1 5 2 +10 0 0.9955 0.9983 0.0000 9.502 2.884 3 1 27 6 0.9912 0.9983 0.0000 13.695 3.395 3 1 5 2 +11 0 0.9930 0.9985 0.0000 9.482 2.814 11 3 15 5 0.9913 0.9985 0.0000 13.344 3.347 11 3 5 2 +12 0 0.9955 0.9985 0.0000 8.844 2.797 11 3 30 6 0.9916 0.9985 0.0000 12.997 3.304 11 3 5 2 +13 0 0.9967 0.9987 0.0000 8.415 2.755 11 3 19 9 0.9920 0.9987 0.0000 12.670 3.265 11 3 5 2 +14 0 0.9967 0.9987 0.0000 8.244 2.724 11 3 27 9 0.9923 0.9987 0.0000 12.375 3.229 11 3 5 2 +15 0 0.9955 0.9987 0.0000 7.594 2.596 11 3 24 8 0.9925 0.9987 0.0000 12.076 3.190 11 3 5 2 +16 0 0.9967 0.9987 0.0000 7.157 2.460 11 3 17 6 0.9928 0.9987 0.0000 11.787 3.147 11 3 5 2 +17 0 0.9967 0.9987 0.0000 7.335 2.382 11 3 65 11 0.9930 0.9987 0.0000 11.540 3.104 11 3 5 2 +18 0 0.9967 0.9987 0.0000 7.209 2.420 11 3 11 5 0.9932 0.9987 0.0000 11.312 3.068 11 3 5 2 +19 0 0.9967 0.9987 0.0000 6.864 2.354 11 3 14 4 0.9934 0.9987 0.0000 11.089 3.032 11 3 5 2 +20 0 0.9967 0.9987 0.0000 6.048 2.203 11 3 37 9 0.9935 0.9987 0.0000 10.849 2.993 11 3 5 2 +21 0 0.9955 0.9987 0.0000 5.989 2.237 11 3 12 4 0.9936 0.9987 0.0000 10.628 2.959 11 3 5 2 +22 0 0.9980 0.9987 0.9974 5.591 2.090 11 3 7 3 0.9938 0.9987 0.0000 10.409 2.921 11 3 5 2 +23 0 0.9967 0.9987 0.0000 5.529 2.100 11 3 40 9 0.9939 0.9987 0.0000 10.206 2.887 11 3 5 2 +24 0 0.9967 0.9987 0.0000 4.875 1.876 11 3 12 6 0.9940 0.9987 0.0000 9.993 2.846 11 3 5 2 +25 0 0.9967 0.9987 0.0000 4.861 1.884 11 3 12 5 0.9941 0.9987 0.0000 9.795 2.809 11 3 5 2 +26 0 0.9967 0.9987 0.0000 4.575 1.771 11 3 5 2 0.9942 0.9987 0.0000 9.602 2.771 11 3 5 2 +27 0 0.9980 0.9987 0.9974 4.684 1.825 11 3 7 2 0.9944 0.9987 0.0000 9.426 2.737 11 3 5 2 +28 0 0.9955 0.9987 0.0000 4.659 1.847 11 3 20 7 0.9944 0.9987 0.0000 9.262 2.706 11 3 5 2 +29 0 0.9980 0.9987 0.9979 4.889 1.920 11 3 1 0 0.9945 0.9987 0.0000 9.116 2.680 11 3 5 2 +30 0 0.9942 0.9987 0.0000 4.985 1.940 11 3 10 4 0.9945 0.9987 0.0000 8.983 2.656 11 3 5 2 +31 0 0.9980 0.9987 0.9978 4.616 1.816 11 3 21 6 0.9946 0.9987 0.0000 8.846 2.630 11 3 5 2 +32 0 0.9980 0.9987 0.9979 4.485 1.740 3 1 9 4 0.9947 0.9987 0.0000 8.714 2.603 3 1 5 2 +33 0 0.9967 0.9987 0.0000 4.405 1.711 3 1 25 13 0.9948 0.9987 0.0000 8.587 2.577 3 1 5 2 +34 0 0.9980 0.9987 0.9978 4.369 1.689 3 1 5 2 0.9949 0.9987 0.0000 8.467 2.551 3 1 5 2 +35 0 0.9980 0.9987 0.9979 4.329 1.635 3 1 9 4 0.9950 0.9987 0.0000 8.352 2.526 3 1 5 2 +36 0 0.9980 0.9987 0.9961 4.489 1.688 3 1 10 5 0.9950 0.9987 0.0000 8.248 2.503 3 1 5 2 +37 0 0.9967 0.9987 0.0000 4.545 1.722 3 1 16 4 0.9951 0.9987 0.0000 8.150 2.483 3 1 5 2 +38 0 0.9967 0.9987 0.0000 4.369 1.659 3 1 19 8 0.9951 0.9987 0.0000 8.053 2.462 3 1 5 2 +39 0 0.9980 0.9987 0.9975 4.388 1.741 3 1 6 3 0.9952 0.9987 0.0000 7.962 2.444 3 1 5 2 +40 0 0.9980 0.9987 0.9979 4.287 1.709 3 1 1 0 0.9953 0.9987 0.0000 7.872 2.426 3 1 5 2 +41 0 0.9967 0.9987 0.0000 4.195 1.665 3 1 17 7 0.9953 0.9987 0.0000 7.784 2.408 3 1 5 2 +42 0 0.9980 0.9987 0.9979 4.264 1.735 3 1 4 2 0.9954 0.9987 0.0000 7.702 2.392 3 1 5 2 +43 0 0.9980 0.9987 0.9979 4.263 1.719 3 1 1 0 0.9954 0.9987 0.0000 7.624 2.377 3 1 5 2 +44 0 0.9980 0.9987 0.9975 4.272 1.740 3 1 5 2 0.9955 0.9987 0.0000 7.550 2.362 3 1 5 2 +45 0 0.9967 0.9987 0.0000 4.457 1.781 3 1 11 4 0.9955 0.9987 0.0000 7.483 2.350 3 1 5 2 +46 0 0.9967 0.9987 0.0000 4.346 1.701 3 1 13 7 0.9955 0.9987 0.0000 7.416 2.336 3 1 5 2 +47 0 0.9980 0.9987 0.9978 4.205 1.647 3 1 7 3 0.9956 0.9987 0.0000 7.349 2.322 3 1 5 2 +48 0 0.9967 0.9987 0.0000 4.129 1.635 3 1 16 4 0.9956 0.9987 0.0000 7.283 2.308 3 1 5 2 +49 0 0.9967 0.9987 0.0000 4.176 1.645 3 1 17 6 0.9956 0.9987 0.0000 7.221 2.294 3 1 5 2 +50 0 0.9980 0.9987 0.9976 3.914 1.524 3 1 16 6 0.9957 0.9987 0.0000 7.156 2.279 3 1 5 2 diff --git a/build/run_6/regress.sys b/build/run_6/regress.sys index 60dcb5c..f7c34f7 100644 --- a/build/run_6/regress.sys +++ b/build/run_6/regress.sys @@ -14,112 +14,189 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 315. + no random number seed specfied; using 600. creating initial population(s): - 1134 trees were generated to fill the population of 800 (800 trees). + 1114 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (7s wall) + evaluation complete. (10s wall) breeding complete. (0s wall) === generation 1. - evaluation complete. (5s wall) + evaluation complete. (6s wall) breeding complete. (0s wall) === generation 2. - evaluation complete. (8s wall) + evaluation complete. (7s wall) breeding complete. (0s wall) === generation 3. - evaluation complete. (8s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 4. - evaluation complete. (3s wall) - breeding complete. (0s wall) -=== generation 5. - evaluation complete. (8s wall) - breeding complete. (0s wall) -=== generation 6. - evaluation complete. (3s wall) - breeding complete. (0s wall) -=== generation 7. evaluation complete. (4s wall) breeding complete. (0s wall) -=== generation 8. +=== generation 5. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 6. evaluation complete. (1s wall) breeding complete. (0s wall) +=== generation 7. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 8. + evaluation complete. (3s wall) + breeding complete. (1s wall) === generation 9. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 10. evaluation complete. (4s wall) - breeding complete. (0s wall) + breeding complete. (1s wall) === generation 11. evaluation complete. (3s wall) breeding complete. (0s wall) === generation 12. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 13. - evaluation complete. (0s wall) - breeding complete. (0s wall) + evaluation complete. (4s wall) + breeding complete. (1s wall) === generation 14. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 15. evaluation complete. (2s wall) breeding complete. (0s wall) === generation 16. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 17. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 18. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 19. - evaluation complete. (0s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 20. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 21. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 22. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 23. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 24. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 25. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 26. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (1s wall) + breeding complete. (1s wall) +=== generation 34. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 6119080 - freed: 6071080 + allocated: 9666725 + freed: 9618725 not freed: 48000 - max allocated: 460653 - malloc'ed blocks: 77937 + max allocated: 461861 + malloc'ed blocks: 146199 realloc'ed blocks: 7 - free'ed blocks: 77931 + free'ed blocks: 146193 ------- time ------- - overall: 74s wall - evaluation: 68s wall - breeding: 0s wall + overall: 122s wall + evaluation: 116s wall + breeding: 4s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 2281 - freed: 2281 + used: 3691 + freed: 3691 allocated: 1000 blocks: 1 diff --git a/build/run_7/regress.bst b/build/run_7/regress.bst index 78601db..a33eeef 100644 --- a/build/run_7/regress.bst +++ b/build/run_7/regress.bst @@ -1,19 +1,22 @@ === BEST-OF-RUN === - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) TREE-equ: -y = (eccentricity - exp(-0.11778)) +y = (((major / 0.34465) / log(eccentricity)) / log(((minor + (minor + 0.18968)) / (major * eccentricity)))) diff --git a/build/run_7/regress.fn b/build/run_7/regress.fn index 0081097..26a345f 100644 --- a/build/run_7/regress.fn +++ b/build/run_7/regress.fn @@ -1,13 +1,16 @@ -Hits: 2184, Total Size: 2810, Percent Hit: 77.722420 -CC: 943 -CO: 194 -OO: 1241 -OC: 432 -Fitness: 0.998742 -Hits: 794 +Hits: 2203, Total Size: 2810, Percent Hit: 78.398577 +CC: 813 +CO: 320 +OO: 1390 +OC: 287 +Fitness: 0.998705 +Hits: 771 -y = (eccentricity - exp(-0.11778)) +y = (((major / 0.34465) / log(eccentricity)) / log(((minor + (minor + 0.18968)) / (major * eccentricity)))) - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) diff --git a/build/run_7/regress.his b/build/run_7/regress.his index 3c171d1..82179c8 100644 --- a/build/run_7/regress.his +++ b/build/run_7/regress.his @@ -1,450 +1,1126 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 4 - depth: 2 - hits: 794 + nodes: 76 + depth: 6 + hits: 557 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 - adjusted fitness: 0.9987 + hits: 557 + raw fitness: 557.0000 + standardized fitness: 557.0000 + adjusted fitness: 0.9982 TREE: - (- eccentricity - (exp -0.11778)) + (/ (exp (- (exp (/ (exp eccentricity) + (- 0.21901 extent))) + (+ (- (+ minor eccentricity) + (/ eccentricity minor)) + (* (- perimeter minor) + (- eccentricity -0.64314))))) + (/ (/ (- (* (exp extent) + (+ major minor)) + (* (exp 0.73540) + (/ minor extent))) + (- (/ (log perimeter) + (* minor eccentricity)) + (/ (/ -0.66399 perimeter) + (- extent perimeter)))) + (- (log (- (exp eccentricity) + (* minor major))) + (- (* (* eccentricity minor) + (* perimeter 0.84440)) + (/ (/ major minor) + (log area)))))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 1 + nodes: 45 + depth: 5 + hits: 704 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 - adjusted fitness: 0.9987 + hits: 704 + raw fitness: 704.0000 + standardized fitness: 704.0000 + adjusted fitness: 0.9986 TREE: - (- eccentricity - (exp -0.11778)) + (/ (* (exp (+ (exp eccentricity) + (* eccentricity extent))) + (+ (/ (* minor extent) + (+ extent perimeter)) + (/ (+ extent minor) + (/ 0.99706 -0.00140)))) + (- (+ (+ minor + (log minor)) + (log (log -0.64651))) + (+ (- (log major) + (log perimeter)) + (+ (- major extent) + (log -0.47981))))) === BEST-OF-RUN === current generation: 2 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 1 + nodes: 45 + depth: 5 + hits: 704 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 - adjusted fitness: 0.9987 + hits: 704 + raw fitness: 704.0000 + standardized fitness: 704.0000 + adjusted fitness: 0.9986 TREE: - (- eccentricity - (exp -0.11778)) + (/ (* (exp (+ (exp eccentricity) + (* eccentricity extent))) + (+ (/ (* minor extent) + (+ extent perimeter)) + (/ (+ extent minor) + (/ 0.99706 -0.00140)))) + (- (+ (+ minor + (log minor)) + (log (log -0.64651))) + (+ (- (log major) + (log perimeter)) + (+ (- major extent) + (log -0.47981))))) === BEST-OF-RUN === current generation: 3 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 1 + nodes: 45 + depth: 5 + hits: 704 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 - adjusted fitness: 0.9987 + hits: 704 + raw fitness: 704.0000 + standardized fitness: 704.0000 + adjusted fitness: 0.9986 TREE: - (- eccentricity - (exp -0.11778)) + (/ (* (exp (+ (exp eccentricity) + (* eccentricity extent))) + (+ (/ (* minor extent) + (+ extent perimeter)) + (/ (+ extent minor) + (/ 0.99706 -0.00140)))) + (- (+ (+ minor + (log minor)) + (log (log -0.64651))) + (+ (- (log major) + (log perimeter)) + (+ (- major extent) + (log -0.47981))))) === BEST-OF-RUN === current generation: 4 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 1 + nodes: 45 + depth: 5 + hits: 704 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 - adjusted fitness: 0.9987 + hits: 704 + raw fitness: 704.0000 + standardized fitness: 704.0000 + adjusted fitness: 0.9986 TREE: - (- eccentricity - (exp -0.11778)) + (/ (* (exp (+ (exp eccentricity) + (* eccentricity extent))) + (+ (/ (* minor extent) + (+ extent perimeter)) + (/ (+ extent minor) + (/ 0.99706 -0.00140)))) + (- (+ (+ minor + (log minor)) + (log (log -0.64651))) + (+ (- (log major) + (log perimeter)) + (+ (- major extent) + (log -0.47981))))) === BEST-OF-RUN === current generation: 5 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 1 + nodes: 45 + depth: 5 + hits: 704 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 - adjusted fitness: 0.9987 + hits: 704 + raw fitness: 704.0000 + standardized fitness: 704.0000 + adjusted fitness: 0.9986 TREE: - (- eccentricity - (exp -0.11778)) + (/ (* (exp (+ (exp eccentricity) + (* eccentricity extent))) + (+ (/ (* minor extent) + (+ extent perimeter)) + (/ (+ extent minor) + (/ 0.99706 -0.00140)))) + (- (+ (+ minor + (log minor)) + (log (log -0.64651))) + (+ (- (log major) + (log perimeter)) + (+ (- major extent) + (log -0.47981))))) === BEST-OF-RUN === current generation: 6 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 7 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 8 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 9 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 10 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 11 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 12 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 13 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 14 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 15 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 16 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 17 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 18 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 19 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 20 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 21 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 22 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 23 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) === BEST-OF-RUN === current generation: 24 - generation: 0 - nodes: 4 - depth: 2 - hits: 794 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 TOP INDIVIDUAL: -- #1 -- - hits: 794 - raw fitness: 794.0000 - standardized fitness: 794.0000 + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity - (exp -0.11778)) + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 25 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 26 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 27 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 28 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 29 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 30 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 31 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 32 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 33 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 34 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 35 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 36 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 37 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 38 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 39 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 40 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 41 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 42 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 43 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 44 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 45 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 46 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 47 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 48 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 49 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) +=== BEST-OF-RUN === + current generation: 50 + generation: 6 + nodes: 17 + depth: 5 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (/ (/ (/ major 0.34465) + (log eccentricity)) + (log (/ (+ minor + (+ minor 0.18968)) + (* major eccentricity)))) diff --git a/build/run_7/regress.prg b/build/run_7/regress.prg index 1acd9c8..60e8d1f 100644 --- a/build/run_7/regress.prg +++ b/build/run_7/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 12323.00000, perimeter = 438.65302, major_axis_length = 174.60475, minor_axis_length = 91.00725, eccentricity = 0.85342, convex_area = 12504.00000, extent = 0.61566, type = O - area = 13269.00000, perimeter = 485.61499, major_axis_length = 207.12245, minor_axis_length = 83.32397, eccentricity = 0.91551, convex_area = 13741.00000, extent = 0.71477, type = C - area = 13012.00000, perimeter = 466.11899, major_axis_length = 196.22711, minor_axis_length = 85.11974, eccentricity = 0.90102, convex_area = 13242.00000, extent = 0.58193, type = O - area = 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minor_axis_length = 90.70985, eccentricity = 0.90226, convex_area = 15119.00000, extent = 0.59068, type = C - area = 11316.00000, perimeter = 429.63501, major_axis_length = 177.27831, minor_axis_length = 82.78519, eccentricity = 0.88427, convex_area = 11544.00000, extent = 0.75642, type = O - area = 13694.00000, perimeter = 464.56000, major_axis_length = 191.33110, minor_axis_length = 91.70782, eccentricity = 0.87764, convex_area = 13918.00000, extent = 0.70880, type = C - area = 14061.00000, perimeter = 470.74899, major_axis_length = 190.29001, minor_axis_length = 95.00540, eccentricity = 0.86645, convex_area = 14347.00000, extent = 0.61801, type = C - area = 15389.00000, perimeter = 521.30402, major_axis_length = 226.96100, minor_axis_length = 87.38693, eccentricity = 0.92290, convex_area = 15753.00000, extent = 0.57465, type = C - area = 10783.00000, perimeter = 418.68100, major_axis_length = 171.36520, minor_axis_length = 82.12441, eccentricity = 0.87769, convex_area = 11133.00000, extent = 0.59345, type = O - area = 12831.00000, perimeter = 446.63101, major_axis_length = 181.87178, minor_axis_length = 90.23387, eccentricity = 0.86824, convex_area = 13061.00000, extent = 0.66996, type = O - area = 10638.00000, perimeter = 407.20700, major_axis_length = 168.55212, minor_axis_length = 81.18849, eccentricity = 0.87635, convex_area = 10834.00000, extent = 0.67581, type = O - area = 14019.00000, perimeter = 482.45401, major_axis_length = 197.19820, minor_axis_length = 92.67004, eccentricity = 0.88270, convex_area = 14411.00000, extent = 0.57615, type = C - area = 13014.00000, perimeter = 459.55701, major_axis_length = 193.65952, minor_axis_length = 86.19819, eccentricity = 0.89548, convex_area = 13253.00000, extent = 0.67507, type = C - area = 8965.00000, perimeter = 383.48199, major_axis_length = 156.28944, minor_axis_length = 74.67708, eccentricity = 0.87846, convex_area = 9317.00000, extent = 0.62029, type = O - area = 12653.00000, perimeter = 441.49399, 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minor_axis_length = 91.12013, eccentricity = 0.91751, convex_area = 16705.00000, extent = 0.57082, type = C + area = 14838.00000, perimeter = 500.16199, major_axis_length = 211.98254, minor_axis_length = 90.94657, eccentricity = 0.90329, convex_area = 15165.00000, extent = 0.78641, type = C + area = 14930.00000, perimeter = 499.92499, major_axis_length = 212.24582, minor_axis_length = 90.01748, eccentricity = 0.90561, convex_area = 15248.00000, extent = 0.62437, type = C + area = 11338.00000, perimeter = 420.79401, major_axis_length = 177.27419, minor_axis_length = 82.13946, eccentricity = 0.88618, convex_area = 11481.00000, extent = 0.82011, type = O + area = 12567.00000, perimeter = 453.77200, major_axis_length = 192.22377, minor_axis_length = 83.54118, eccentricity = 0.90062, convex_area = 12778.00000, extent = 0.57536, type = O + area = 13932.00000, perimeter = 495.52802, major_axis_length = 213.34854, minor_axis_length = 84.32091, eccentricity = 0.91858, convex_area = 14297.00000, extent = 0.55484, type = C + area = 14023.00000, perimeter = 491.66901, major_axis_length = 211.15919, minor_axis_length = 85.50137, eccentricity = 0.91435, convex_area = 14262.00000, extent = 0.53914, type = C + area = 15815.00000, perimeter = 506.29001, major_axis_length = 210.50458, minor_axis_length = 96.50236, eccentricity = 0.88873, convex_area = 16112.00000, extent = 0.79584, type = C + area = 11318.00000, perimeter = 427.75601, major_axis_length = 175.57466, minor_axis_length = 83.88063, eccentricity = 0.87850, convex_area = 11628.00000, extent = 0.58948, type = O + area = 15137.00000, perimeter = 494.60501, major_axis_length = 206.45853, minor_axis_length = 93.99015, eccentricity = 0.89036, convex_area = 15400.00000, extent = 0.76173, type = C + area = 13279.00000, perimeter = 474.23599, major_axis_length = 200.54471, minor_axis_length = 85.00814, eccentricity = 0.90572, convex_area = 13757.00000, extent = 0.72849, type = C diff --git a/build/run_7/regress.stt b/build/run_7/regress.stt index 6e81e8f..db7a413 100644 --- a/build/run_7/regress.stt +++ b/build/run_7/regress.stt @@ -1,26 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9556 0.9987 0.0000 17.613 3.319 4 2 37 6 0.9556 0.9987 0.0000 17.613 3.319 4 2 37 6 -1 0 0.9880 0.9987 0.0000 15.464 3.356 4 2 15 5 0.9718 0.9987 0.0000 16.538 3.337 4 2 37 6 -2 0 0.9955 0.9987 0.0000 14.829 3.414 4 2 36 5 0.9797 0.9987 0.0000 15.968 3.363 4 2 37 6 -3 0 0.9942 0.9987 0.0000 14.078 3.525 4 2 19 6 0.9833 0.9987 0.0000 15.496 3.403 4 2 37 6 -4 0 0.9980 0.9987 0.9979 12.586 3.417 4 2 32 7 0.9862 0.9987 0.0000 14.914 3.406 4 2 37 6 -5 0 0.9943 0.9987 0.0000 12.729 3.535 4 2 63 10 0.9876 0.9987 0.0000 14.550 3.428 4 2 37 6 -6 0 0.9930 0.9987 0.0000 11.988 3.422 4 2 63 7 0.9884 0.9987 0.0000 14.184 3.427 4 2 37 6 -7 0 0.9930 0.9987 0.0000 11.168 3.339 4 2 48 9 0.9889 0.9987 0.0000 13.807 3.416 4 2 37 6 -8 0 0.9942 0.9987 0.0000 10.374 3.174 4 2 5 2 0.9895 0.9987 0.0000 13.425 3.389 4 2 37 6 -9 0 0.9955 0.9987 0.0000 9.977 3.185 4 2 30 8 0.9901 0.9987 0.0000 13.080 3.369 4 2 37 6 -10 0 0.9980 0.9987 0.9979 10.023 3.126 4 2 15 5 0.9908 0.9987 0.0000 12.802 3.347 4 2 37 6 -11 0 0.9980 0.9987 0.9979 10.066 3.129 4 2 14 5 0.9914 0.9987 0.0000 12.574 3.328 4 2 37 6 -12 0 0.9955 0.9987 0.0000 9.420 3.033 4 2 21 5 0.9917 0.9987 0.0000 12.332 3.306 4 2 37 6 -13 0 0.9967 0.9987 0.0000 8.790 2.945 4 2 21 7 0.9921 0.9987 0.0000 12.079 3.280 4 2 37 6 -14 0 0.9955 0.9987 0.0000 8.405 2.954 4 2 54 9 0.9923 0.9987 0.0000 11.834 3.258 4 2 37 6 -15 0 0.9980 0.9987 0.9980 7.600 2.765 4 2 6 2 0.9927 0.9987 0.0000 11.569 3.227 4 2 37 6 -16 0 0.9980 0.9987 0.9979 7.402 2.645 4 2 7 4 0.9930 0.9987 0.0000 11.324 3.193 4 2 37 6 -17 0 0.9967 0.9987 0.0000 7.416 2.636 4 2 22 6 0.9932 0.9987 0.0000 11.107 3.162 4 2 37 6 -18 0 0.9967 0.9987 0.0000 6.641 2.396 4 2 10 5 0.9934 0.9987 0.0000 10.872 3.122 4 2 37 6 -19 0 0.9967 0.9987 0.0000 6.287 2.289 4 2 14 7 0.9936 0.9987 0.0000 10.643 3.080 4 2 37 6 -20 0 0.9955 0.9987 0.0000 6.305 2.356 4 2 28 9 0.9936 0.9987 0.0000 10.436 3.046 4 2 37 6 -21 0 0.9980 0.9987 0.9975 6.082 2.304 4 2 4 2 0.9938 0.9987 0.0000 10.238 3.012 4 2 37 6 -22 0 0.9967 0.9987 0.0000 5.749 2.225 4 2 5 2 0.9940 0.9987 0.0000 10.043 2.978 4 2 37 6 -23 0 0.9967 0.9987 0.0000 5.894 2.315 4 2 9 3 0.9941 0.9987 0.0000 9.870 2.950 4 2 37 6 -24 0 0.9980 0.9987 0.9975 5.419 2.170 4 2 5 2 0.9942 0.9987 0.0000 9.692 2.919 4 2 37 6 +0 0 0.9568 0.9982 0.0000 17.596 3.370 76 6 39 5 0.9568 0.9982 0.0000 17.596 3.370 76 6 39 5 +1 0 0.9955 0.9986 0.0000 16.093 3.447 45 5 42 5 0.9762 0.9986 0.0000 16.844 3.409 45 5 39 5 +2 0 0.9868 0.9986 0.0000 15.834 3.618 45 5 18 4 0.9797 0.9986 0.0000 16.508 3.478 45 5 39 5 +3 0 0.9918 0.9986 0.0000 15.324 3.631 45 5 96 11 0.9827 0.9986 0.0000 16.212 3.517 45 5 39 5 +4 0 0.9955 0.9986 0.0000 14.930 3.659 45 5 34 6 0.9853 0.9986 0.0000 15.955 3.545 45 5 39 5 +5 0 0.9955 0.9986 0.0000 14.215 3.708 45 5 68 14 0.9870 0.9986 0.0000 15.665 3.572 45 5 39 5 +6 0 0.9905 0.9987 0.0000 13.341 3.598 17 5 21 7 0.9875 0.9987 0.0000 15.333 3.576 17 5 39 5 +7 0 0.9930 0.9987 0.0000 12.361 3.611 17 5 75 9 0.9882 0.9987 0.0000 14.962 3.580 17 5 39 5 +8 0 0.9943 0.9987 0.0000 12.383 3.665 17 5 44 9 0.9888 0.9987 0.0000 14.675 3.590 17 5 39 5 +9 0 0.9967 0.9987 0.0000 11.995 3.601 17 5 63 9 0.9896 0.9987 0.0000 14.407 3.591 17 5 39 5 +10 0 0.9918 0.9987 0.0000 11.412 3.464 17 5 42 8 0.9898 0.9987 0.0000 14.135 3.579 17 5 39 5 +11 0 0.9955 0.9987 0.0000 10.216 3.324 17 5 44 11 0.9903 0.9987 0.0000 13.808 3.558 17 5 39 5 +12 0 0.9955 0.9987 0.0000 9.544 3.172 17 5 31 6 0.9907 0.9987 0.0000 13.480 3.528 17 5 39 5 +13 0 0.9980 0.9987 0.9957 8.894 3.039 17 5 28 8 0.9912 0.9987 0.0000 13.153 3.493 17 5 39 5 +14 0 0.9980 0.9987 0.9979 7.985 2.856 17 5 9 3 0.9917 0.9987 0.0000 12.808 3.451 17 5 39 5 +15 0 0.9980 0.9987 0.9972 7.768 2.822 17 5 10 5 0.9921 0.9987 0.0000 12.493 3.412 17 5 39 5 +16 0 0.9943 0.9987 0.0000 7.729 2.836 17 5 17 6 0.9922 0.9987 0.0000 12.213 3.378 17 5 39 5 +17 0 0.9980 0.9987 0.9957 7.719 2.851 17 5 12 5 0.9925 0.9987 0.0000 11.963 3.348 17 5 39 5 +18 0 0.9980 0.9987 0.9957 7.705 2.816 17 5 10 4 0.9928 0.9987 0.0000 11.739 3.320 17 5 39 5 +19 0 0.9955 0.9987 0.0000 7.461 2.766 17 5 14 4 0.9929 0.9987 0.0000 11.525 3.293 17 5 39 5 +20 0 0.9980 0.9987 0.9957 6.968 2.623 17 5 18 5 0.9932 0.9987 0.0000 11.308 3.261 17 5 39 5 +21 0 0.9980 0.9987 0.9957 6.622 2.447 17 5 12 5 0.9934 0.9987 0.0000 11.095 3.224 17 5 39 5 +22 0 0.9968 0.9987 0.0000 6.433 2.376 17 5 7 3 0.9935 0.9987 0.0000 10.892 3.187 17 5 39 5 +23 0 0.9943 0.9987 0.0000 5.641 2.103 17 5 7 3 0.9936 0.9987 0.0000 10.674 3.142 17 5 39 5 +24 0 0.9980 0.9987 0.9980 5.784 2.098 17 5 2 1 0.9938 0.9987 0.0000 10.478 3.100 17 5 39 5 +25 0 0.9967 0.9987 0.0000 5.295 1.965 17 5 14 4 0.9939 0.9987 0.0000 10.279 3.056 17 5 39 5 +26 0 0.9980 0.9987 0.9957 5.329 2.004 17 5 16 5 0.9940 0.9987 0.0000 10.095 3.017 17 5 39 5 +27 0 0.9980 0.9987 0.9957 5.024 1.969 17 5 16 5 0.9942 0.9987 0.0000 9.914 2.980 17 5 39 5 +28 0 0.9980 0.9987 0.9973 4.996 1.976 17 5 14 5 0.9943 0.9987 0.0000 9.745 2.945 17 5 39 5 +29 0 0.9980 0.9987 0.9957 5.004 1.916 17 5 13 5 0.9944 0.9987 0.0000 9.587 2.911 17 5 39 5 +30 0 0.9980 0.9987 0.9957 5.285 2.040 17 5 10 4 0.9945 0.9987 0.0000 9.448 2.883 17 5 39 5 +31 0 0.9967 0.9987 0.0000 5.322 2.036 17 5 14 6 0.9946 0.9987 0.0000 9.319 2.856 17 5 39 5 +32 0 0.9980 0.9987 0.9977 5.004 1.901 17 5 4 2 0.9947 0.9987 0.0000 9.188 2.828 17 5 39 5 +33 0 0.9980 0.9987 0.9978 5.044 1.954 17 5 3 1 0.9948 0.9987 0.0000 9.066 2.802 17 5 39 5 +34 0 0.9980 0.9987 0.9976 4.800 1.831 17 5 10 4 0.9949 0.9987 0.0000 8.944 2.774 17 5 39 5 +35 0 0.9967 0.9987 0.0000 4.609 1.770 17 5 11 4 0.9949 0.9987 0.0000 8.824 2.746 17 5 39 5 +36 0 0.9967 0.9987 0.0000 4.799 1.795 17 5 42 8 0.9950 0.9987 0.0000 8.715 2.721 17 5 39 5 +37 0 0.9967 0.9987 0.0000 4.724 1.804 17 5 12 5 0.9950 0.9987 0.0000 8.610 2.696 17 5 39 5 +38 0 0.9980 0.9987 0.9957 4.596 1.746 17 5 16 5 0.9951 0.9987 0.0000 8.507 2.672 17 5 39 5 +39 0 0.9980 0.9987 0.9955 4.265 1.621 17 5 7 4 0.9952 0.9987 0.0000 8.401 2.646 17 5 39 5 +40 0 0.9980 0.9987 0.9979 4.128 1.584 17 5 8 5 0.9953 0.9987 0.0000 8.297 2.620 17 5 39 5 +41 0 0.9980 0.9987 0.9980 4.051 1.555 17 5 11 3 0.9953 0.9987 0.0000 8.196 2.594 17 5 39 5 +42 0 0.9980 0.9987 0.9957 4.064 1.564 17 5 10 4 0.9954 0.9987 0.0000 8.100 2.571 17 5 39 5 +43 0 0.9980 0.9987 0.9980 4.160 1.650 17 5 1 0 0.9954 0.9987 0.0000 8.010 2.550 17 5 39 5 +44 0 0.9980 0.9987 0.9957 4.126 1.655 17 5 18 5 0.9955 0.9987 0.0000 7.924 2.530 17 5 39 5 +45 0 0.9980 0.9987 0.9977 3.980 1.574 17 5 7 3 0.9956 0.9987 0.0000 7.838 2.509 17 5 39 5 +46 0 0.9980 0.9987 0.9980 3.875 1.530 17 5 4 2 0.9956 0.9987 0.0000 7.754 2.488 17 5 39 5 +47 0 0.9980 0.9987 0.9957 3.905 1.528 17 5 12 5 0.9957 0.9987 0.0000 7.674 2.468 17 5 39 5 +48 0 0.9967 0.9987 0.0000 3.938 1.538 17 5 18 9 0.9957 0.9987 0.0000 7.597 2.449 17 5 39 5 +49 0 0.9967 0.9987 0.0000 4.269 1.674 17 5 13 5 0.9957 0.9987 0.0000 7.531 2.434 17 5 39 5 +50 0 0.9980 0.9987 0.9957 4.218 1.624 17 5 8 3 0.9957 0.9987 0.0000 7.466 2.418 17 5 39 5 diff --git a/build/run_7/regress.sys b/build/run_7/regress.sys index 54e2719..2b705e4 100644 --- a/build/run_7/regress.sys +++ b/build/run_7/regress.sys @@ -14,112 +14,189 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 28. + no random number seed specfied; using 442. creating initial population(s): - 1100 trees were generated to fill the population of 800 (800 trees). + 1069 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (9s wall) - breeding complete. (0s wall) + evaluation complete. (13s wall) + breeding complete. (1s wall) === generation 1. - evaluation complete. (8s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 2. - evaluation complete. (6s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 3. - evaluation complete. (6s wall) - breeding complete. (0s wall) + evaluation complete. (4s wall) + breeding complete. (1s wall) === generation 4. - evaluation complete. (3s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (6s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 6. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 7. - evaluation complete. (4s wall) - breeding complete. (0s wall) -=== generation 8. evaluation complete. (3s wall) breeding complete. (0s wall) +=== generation 8. + evaluation complete. (5s wall) + breeding complete. (1s wall) === generation 9. - evaluation complete. (2s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 10. - evaluation complete. (4s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 11. - evaluation complete. (0s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 12. - evaluation complete. (2s wall) - breeding complete. (1s wall) + evaluation complete. (4s wall) + breeding complete. (0s wall) === generation 13. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 14. - evaluation complete. (1s wall) - breeding complete. (0s wall) -=== generation 15. evaluation complete. (2s wall) breeding complete. (0s wall) +=== generation 15. + evaluation complete. (3s wall) + breeding complete. (0s wall) === generation 16. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 17. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 18. - evaluation complete. (1s wall) - breeding complete. (0s wall) + evaluation complete. (2s wall) + breeding complete. (1s wall) === generation 19. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 20. evaluation complete. (2s wall) breeding complete. (0s wall) === generation 21. - evaluation complete. (1s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 22. - evaluation complete. (0s wall) - breeding complete. (0s wall) -=== generation 23. evaluation complete. (1s wall) breeding complete. (0s wall) +=== generation 23. + evaluation complete. (3s wall) + breeding complete. (0s wall) === generation 24. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (2s wall) + breeding complete. (1s wall) +=== generation 31. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 35. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 36. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 5850469 - freed: 5802469 + allocated: 9924163 + freed: 9876163 not freed: 48000 - max allocated: 455124 - malloc'ed blocks: 78100 + max allocated: 459605 + malloc'ed blocks: 145545 realloc'ed blocks: 7 - free'ed blocks: 78094 + free'ed blocks: 145539 ------- time ------- - overall: 74s wall - evaluation: 66s wall - breeding: 1s wall + overall: 113s wall + evaluation: 106s wall + breeding: 5s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 2159 - freed: 2159 + used: 3666 + freed: 3666 allocated: 1000 blocks: 1 diff --git a/build/run_8/regress.bst b/build/run_8/regress.bst index 0b957ed..875ee5c 100644 --- a/build/run_8/regress.bst +++ b/build/run_8/regress.bst @@ -1,18 +1,19 @@ === BEST-OF-RUN === - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) TREE-equ: -y = (eccentricity - 0.89384) +y = (eccentricity - exp(-0.11423)) diff --git a/build/run_8/regress.fn b/build/run_8/regress.fn index 77be715..e3c8ecb 100644 --- a/build/run_8/regress.fn +++ b/build/run_8/regress.fn @@ -1,12 +1,13 @@ -Hits: 2193, Total Size: 2810, Percent Hit: 78.042705 -CC: 843 -CO: 304 -OO: 1350 -OC: 313 -Fitness: 0.998731 -Hits: 787 +Hits: 2206, Total Size: 2810, Percent Hit: 78.505338 +CC: 868 +CO: 238 +OO: 1338 +OC: 366 +Fitness: 0.998736 +Hits: 790 -y = (eccentricity - 0.89384) +y = (eccentricity - exp(-0.11423)) - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) diff --git a/build/run_8/regress.his b/build/run_8/regress.his index c855ea6..581cec9 100644 --- a/build/run_8/regress.his +++ b/build/run_8/regress.his @@ -1,440 +1,918 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 13 - depth: 4 - hits: 667 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 667 - raw fitness: 667.0000 - standardized fitness: 667.0000 - adjusted fitness: 0.9985 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 TREE: - (log (/ (/ (+ minor major) - (+ major extent)) - (exp (+ major perimeter)))) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 1 generation: 0 - nodes: 13 - depth: 4 - hits: 667 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 667 - raw fitness: 667.0000 - standardized fitness: 667.0000 - adjusted fitness: 0.9985 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 TREE: - (log (/ (/ (+ minor major) - (+ major extent)) - (exp (+ major perimeter)))) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 2 generation: 0 - nodes: 13 - depth: 4 - hits: 667 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 667 - raw fitness: 667.0000 - standardized fitness: 667.0000 - adjusted fitness: 0.9985 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 TREE: - (log (/ (/ (+ minor major) - (+ major extent)) - (exp (+ major perimeter)))) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 3 - generation: 3 - nodes: 12 - depth: 4 - hits: 723 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 723 - raw fitness: 723.0000 - standardized fitness: 723.0000 - adjusted fitness: 0.9986 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 TREE: - (/ perimeter - (* (exp (/ perimeter extent)) - (* (log area) - (log eccentricity)))) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 4 - generation: 3 - nodes: 12 - depth: 4 - hits: 723 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 723 - raw fitness: 723.0000 - standardized fitness: 723.0000 - adjusted fitness: 0.9986 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 TREE: - (/ perimeter - (* (exp (/ perimeter extent)) - (* (log area) - (log eccentricity)))) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 5 - generation: 3 - nodes: 12 - depth: 4 - hits: 723 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 723 - raw fitness: 723.0000 - standardized fitness: 723.0000 - adjusted fitness: 0.9986 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 TREE: - (/ perimeter - (* (exp (/ perimeter extent)) - (* (log area) - (log eccentricity)))) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 6 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 7 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 8 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 9 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 10 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 11 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 12 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 13 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- 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TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 17 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 18 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- 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TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 22 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- eccentricity 0.89384) + (- eccentricity + (exp -0.11423)) === BEST-OF-RUN === current generation: 23 - generation: 6 - nodes: 3 - depth: 1 - hits: 787 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 TOP INDIVIDUAL: -- #1 -- - hits: 787 - raw fitness: 787.0000 - standardized fitness: 787.0000 + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 adjusted fitness: 0.9987 TREE: - (- 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adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 31 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 32 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 33 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 34 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- 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generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 39 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 40 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 41 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 42 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 43 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 44 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 45 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 46 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 47 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 48 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 49 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) +=== BEST-OF-RUN === + current generation: 50 + generation: 0 + nodes: 4 + depth: 2 + hits: 790 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 790 + raw fitness: 790.0000 + standardized fitness: 790.0000 + adjusted fitness: 0.9987 +TREE: + (- eccentricity + (exp -0.11423)) diff --git a/build/run_8/regress.prg b/build/run_8/regress.prg index c4dc6ee..1cd3827 100644 --- a/build/run_8/regress.prg +++ b/build/run_8/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 10620.00000, perimeter = 404.93201, major_axis_length = 164.52055, minor_axis_length = 83.29569, eccentricity = 0.86236, convex_area = 10863.00000, extent = 0.76184, type = O - area = 12900.00000, perimeter = 442.68600, major_axis_length = 181.08026, minor_axis_length = 91.61208, eccentricity = 0.86258, convex_area 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495.26801, major_axis_length = 203.79468, minor_axis_length = 99.68769, eccentricity = 0.87220, convex_area = 16095.00000, extent = 0.73525, type = C - area = 15249.00000, perimeter = 506.04999, major_axis_length = 212.09094, minor_axis_length = 92.49422, eccentricity = 0.89990, convex_area = 15582.00000, extent = 0.78304, type = C - area = 10523.00000, perimeter = 429.05701, major_axis_length = 173.88426, minor_axis_length = 78.85679, eccentricity = 0.89126, convex_area = 11003.00000, extent = 0.58657, type = O - area = 14697.00000, perimeter = 495.88300, major_axis_length = 208.15839, minor_axis_length = 90.96687, eccentricity = 0.89946, convex_area = 15073.00000, extent = 0.59492, type = C - area = 13901.00000, perimeter = 478.84900, major_axis_length = 200.44191, minor_axis_length = 89.34199, eccentricity = 0.89517, convex_area = 14232.00000, extent = 0.56855, type = C - area = 12777.00000, perimeter = 462.66901, major_axis_length = 183.23491, minor_axis_length = 90.69457, 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extent = 0.63743, type = O + area = 13080.00000, perimeter = 474.26001, major_axis_length = 198.95737, minor_axis_length = 84.75006, eccentricity = 0.90474, convex_area = 13511.00000, extent = 0.70277, type = C + area = 17856.00000, perimeter = 530.41602, major_axis_length = 223.29236, minor_axis_length = 102.90128, eccentricity = 0.88749, convex_area = 18062.00000, extent = 0.79572, type = C + area = 13753.00000, perimeter = 461.13000, major_axis_length = 185.53104, minor_axis_length = 95.42747, eccentricity = 0.85758, convex_area = 13962.00000, extent = 0.65118, type = O + area = 11459.00000, perimeter = 435.45300, major_axis_length = 175.30644, minor_axis_length = 85.23182, eccentricity = 0.87385, convex_area = 11833.00000, extent = 0.58390, type = O + area = 13639.00000, perimeter = 482.41501, major_axis_length = 200.73622, minor_axis_length = 87.73310, eccentricity = 0.89943, convex_area = 14042.00000, extent = 0.73030, type = C + area = 12563.00000, perimeter = 457.36301, major_axis_length = 183.51143, minor_axis_length = 88.70047, eccentricity = 0.87543, convex_area = 12877.00000, extent = 0.59349, type = O + area = 11492.00000, perimeter = 419.29700, major_axis_length = 165.42955, minor_axis_length = 89.53146, eccentricity = 0.84089, convex_area = 11747.00000, extent = 0.78734, type = O + area = 9593.00000, perimeter = 396.04999, major_axis_length = 162.59073, minor_axis_length = 75.99918, eccentricity = 0.88403, convex_area = 9828.00000, extent = 0.74480, type = O + area = 13269.00000, perimeter = 491.89301, major_axis_length = 212.57471, minor_axis_length = 81.06411, eccentricity = 0.92443, convex_area = 13728.00000, extent = 0.65095, type = C + area = 11329.00000, perimeter = 419.40500, major_axis_length = 173.39046, minor_axis_length = 84.34583, eccentricity = 0.87371, convex_area = 11560.00000, extent = 0.80325, type = O + area = 14944.00000, perimeter = 490.04401, major_axis_length = 201.34654, minor_axis_length = 96.04632, eccentricity = 0.87889, convex_area = 15305.00000, extent = 0.61066, type = C + area = 14645.00000, perimeter = 485.11301, major_axis_length = 201.15378, minor_axis_length = 93.58040, eccentricity = 0.88520, convex_area = 14889.00000, extent = 0.64641, type = C + area = 10809.00000, perimeter = 426.05399, major_axis_length = 176.31656, minor_axis_length = 79.29939, eccentricity = 0.89315, convex_area = 11121.00000, extent = 0.74896, type = O + area = 12907.00000, perimeter = 465.34201, major_axis_length = 195.65497, minor_axis_length = 84.88218, eccentricity = 0.90099, convex_area = 13151.00000, extent = 0.57334, type = C + area = 10468.00000, perimeter = 427.71399, major_axis_length = 182.20401, minor_axis_length = 74.52766, eccentricity = 0.91252, convex_area = 10672.00000, extent = 0.53992, type = O + area = 14998.00000, perimeter = 496.90399, major_axis_length = 215.95027, minor_axis_length = 89.39609, eccentricity = 0.91029, convex_area = 15279.00000, extent = 0.82484, type = C + area = 14680.00000, perimeter = 502.90399, major_axis_length = 217.19501, minor_axis_length = 87.00278, eccentricity = 0.91626, convex_area = 15000.00000, extent = 0.58086, type = C + area = 13811.00000, perimeter = 482.29800, major_axis_length = 206.71475, minor_axis_length = 85.73662, eccentricity = 0.90993, convex_area = 14000.00000, extent = 0.55593, type = C + area = 16254.00000, perimeter = 532.77802, major_axis_length = 223.54863, minor_axis_length = 94.11950, eccentricity = 0.90705, convex_area = 16680.00000, extent = 0.55369, type = C + area = 12382.00000, perimeter = 453.04999, major_axis_length = 187.10699, minor_axis_length = 85.73008, eccentricity = 0.88886, convex_area = 12771.00000, extent = 0.61346, type = O + area = 14897.00000, perimeter = 491.18500, major_axis_length = 205.71985, minor_axis_length = 92.87569, eccentricity = 0.89229, convex_area = 15137.00000, extent = 0.59445, type = C + area = 11183.00000, perimeter = 414.34900, major_axis_length = 170.64938, minor_axis_length = 83.88195, eccentricity = 0.87085, convex_area = 11321.00000, extent = 0.61699, type = O + area = 14608.00000, perimeter = 504.30600, major_axis_length = 210.26993, minor_axis_length = 90.16652, eccentricity = 0.90339, convex_area = 15125.00000, extent = 0.63513, type = C + area = 13516.00000, perimeter = 483.68900, major_axis_length = 207.53192, minor_axis_length = 83.68568, eccentricity = 0.91509, convex_area = 13746.00000, extent = 0.70086, type = C diff --git a/build/run_8/regress.stt b/build/run_8/regress.stt index acfeccc..2971865 100644 --- a/build/run_8/regress.stt +++ b/build/run_8/regress.stt @@ -1,26 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9680 0.9985 0.0000 17.734 3.359 13 4 13 3 0.9680 0.9985 0.0000 17.734 3.359 13 4 13 3 -1 0 0.9905 0.9985 0.0000 15.829 3.414 13 4 56 6 0.9792 0.9985 0.0000 16.781 3.386 13 4 13 3 -2 0 0.9917 0.9985 0.0000 15.250 3.586 13 4 69 6 0.9834 0.9985 0.0000 16.271 3.453 13 4 13 3 -3 0 0.9917 0.9986 0.0000 14.659 3.621 12 4 21 7 0.9855 0.9986 0.0000 15.868 3.495 12 4 13 3 -4 0 0.9955 0.9986 0.0000 13.764 3.525 12 4 121 11 0.9875 0.9986 0.0000 15.447 3.501 12 4 13 3 -5 0 0.9955 0.9986 0.0000 14.126 3.679 12 4 20 6 0.9888 0.9986 0.0000 15.227 3.531 12 4 13 3 -6 0 0.9955 0.9987 0.0000 12.940 3.534 3 1 24 8 0.9898 0.9987 0.0000 14.900 3.531 3 1 13 3 -7 0 0.9955 0.9987 0.0000 13.545 3.667 3 1 26 9 0.9905 0.9987 0.0000 14.731 3.548 3 1 13 3 -8 0 0.9936 0.9987 0.0000 13.174 3.734 3 1 48 6 0.9908 0.9987 0.0000 14.558 3.569 3 1 13 3 -9 0 0.9980 0.9987 0.9970 11.863 3.500 3 1 44 7 0.9915 0.9987 0.0000 14.288 3.562 3 1 13 3 -10 0 0.9942 0.9987 0.0000 13.336 3.829 3 1 73 16 0.9918 0.9987 0.0000 14.202 3.586 3 1 13 3 -11 0 0.9942 0.9987 0.0000 12.166 3.688 3 1 34 8 0.9920 0.9987 0.0000 14.032 3.595 3 1 13 3 -12 0 0.9930 0.9987 0.0000 11.734 3.660 3 1 45 9 0.9921 0.9987 0.0000 13.855 3.600 3 1 13 3 -13 0 0.9967 0.9987 0.0000 10.310 3.335 3 1 11 4 0.9924 0.9987 0.0000 13.602 3.581 3 1 13 3 -14 0 0.9955 0.9987 0.0000 9.951 3.248 3 1 65 12 0.9926 0.9987 0.0000 13.359 3.558 3 1 13 3 -15 0 0.9980 0.9987 0.9979 9.449 3.211 3 1 17 6 0.9929 0.9987 0.0000 13.114 3.537 3 1 13 3 -16 0 0.9967 0.9987 0.0000 8.329 2.976 3 1 9 4 0.9932 0.9987 0.0000 12.833 3.504 3 1 13 3 -17 0 0.9967 0.9987 0.0000 8.861 3.078 3 1 8 4 0.9934 0.9987 0.0000 12.612 3.480 3 1 13 3 -18 0 0.9967 0.9987 0.0000 8.023 2.942 3 1 13 6 0.9935 0.9987 0.0000 12.371 3.452 3 1 13 3 -19 0 0.9967 0.9987 0.0000 7.379 2.766 3 1 10 5 0.9937 0.9987 0.0000 12.121 3.418 3 1 13 3 -20 0 0.9967 0.9987 0.0000 7.539 2.790 3 1 18 7 0.9938 0.9987 0.0000 11.903 3.388 3 1 13 3 -21 0 0.9942 0.9987 0.0000 7.055 2.585 3 1 35 12 0.9939 0.9987 0.0000 11.682 3.351 3 1 13 3 -22 0 0.9980 0.9987 0.9953 6.207 2.396 3 1 9 4 0.9940 0.9987 0.0000 11.444 3.310 3 1 13 3 -23 0 0.9980 0.9987 0.9953 6.362 2.419 3 1 9 4 0.9942 0.9987 0.0000 11.233 3.273 3 1 13 3 -24 0 0.9980 0.9987 0.9956 5.836 2.228 3 1 5 2 0.9943 0.9987 0.0000 11.017 3.231 3 1 13 3 +0 0 0.9519 0.9987 0.0000 17.730 3.360 4 2 37 5 0.9519 0.9987 0.0000 17.730 3.360 4 2 37 5 +1 0 0.9856 0.9987 0.0000 15.520 3.446 4 2 75 6 0.9687 0.9987 0.0000 16.625 3.403 4 2 37 5 +2 0 0.9881 0.9987 0.0000 13.935 3.304 4 2 33 8 0.9752 0.9987 0.0000 15.728 3.370 4 2 37 5 +3 0 0.9968 0.9987 0.0000 12.402 3.229 4 2 29 5 0.9806 0.9987 0.0000 14.897 3.335 4 2 37 5 +4 0 0.9956 0.9987 0.0000 12.557 3.291 4 2 37 8 0.9836 0.9987 0.0000 14.429 3.326 4 2 37 5 +5 0 0.9918 0.9987 0.0000 12.289 3.295 4 2 28 9 0.9849 0.9987 0.0000 14.072 3.321 4 2 37 5 +6 0 0.9955 0.9987 0.0000 11.662 3.271 4 2 30 6 0.9865 0.9987 0.0000 13.728 3.314 4 2 37 5 +7 0 0.9943 0.9987 0.0000 11.620 3.333 4 2 29 8 0.9874 0.9987 0.0000 13.465 3.316 4 2 37 5 +8 0 0.9943 0.9987 0.0000 10.291 3.136 4 2 53 6 0.9882 0.9987 0.0000 13.112 3.296 4 2 37 5 +9 0 0.9956 0.9987 0.0000 10.088 3.165 4 2 34 8 0.9889 0.9987 0.0000 12.809 3.283 4 2 37 5 +10 0 0.9956 0.9987 0.0000 10.084 3.159 4 2 36 9 0.9895 0.9987 0.0000 12.562 3.272 4 2 37 5 +11 0 0.9956 0.9987 0.0000 9.328 3.141 4 2 13 5 0.9900 0.9987 0.0000 12.292 3.261 4 2 37 5 +12 0 0.9956 0.9987 0.0000 9.012 3.119 4 2 11 5 0.9905 0.9987 0.0000 12.040 3.250 4 2 37 5 +13 0 0.9968 0.9987 0.0000 8.570 2.934 4 2 12 5 0.9909 0.9987 0.0000 11.792 3.227 4 2 37 5 +14 0 0.9968 0.9987 0.0000 8.795 3.018 4 2 28 12 0.9913 0.9987 0.0000 11.592 3.213 4 2 37 5 +15 0 0.9956 0.9987 0.0000 8.773 3.083 4 2 48 10 0.9916 0.9987 0.0000 11.416 3.205 4 2 37 5 +16 0 0.9968 0.9987 0.0000 8.461 2.985 4 2 25 10 0.9919 0.9987 0.0000 11.242 3.192 4 2 37 5 +17 0 0.9981 0.9987 0.9979 8.235 2.846 4 2 8 3 0.9922 0.9987 0.0000 11.075 3.173 4 2 37 5 +18 0 0.9981 0.9987 0.9953 7.669 2.749 4 2 4 2 0.9925 0.9987 0.0000 10.896 3.151 4 2 37 5 +19 0 0.9968 0.9987 0.0000 7.519 2.660 4 2 14 5 0.9928 0.9987 0.0000 10.727 3.126 4 2 37 5 +20 0 0.9981 0.9987 0.9975 8.016 2.840 4 2 27 12 0.9930 0.9987 0.0000 10.598 3.112 4 2 37 5 +21 0 0.9981 0.9987 0.9979 7.912 2.853 4 2 10 5 0.9932 0.9987 0.0000 10.476 3.101 4 2 37 5 +22 0 0.9968 0.9987 0.0000 7.585 2.797 4 2 24 10 0.9934 0.9987 0.0000 10.350 3.087 4 2 37 5 +23 0 0.9981 0.9987 0.9977 7.114 2.603 4 2 12 4 0.9936 0.9987 0.0000 10.215 3.067 4 2 37 5 +24 0 0.9968 0.9987 0.0000 7.084 2.647 4 2 10 4 0.9937 0.9987 0.0000 10.090 3.050 4 2 37 5 +25 0 0.9968 0.9987 0.0000 7.152 2.645 4 2 11 4 0.9938 0.9987 0.0000 9.977 3.035 4 2 37 5 +26 0 0.9968 0.9987 0.0000 7.060 2.636 4 2 19 6 0.9939 0.9987 0.0000 9.869 3.020 4 2 37 5 +27 0 0.9981 0.9987 0.9979 6.676 2.558 4 2 7 3 0.9941 0.9987 0.0000 9.755 3.004 4 2 37 5 +28 0 0.9968 0.9987 0.0000 6.904 2.640 4 2 33 9 0.9942 0.9987 0.0000 9.657 2.991 4 2 37 5 +29 0 0.9981 0.9987 0.9979 6.567 2.546 4 2 2 1 0.9943 0.9987 0.0000 9.554 2.976 4 2 37 5 +30 0 0.9968 0.9987 0.0000 6.184 2.444 4 2 11 4 0.9944 0.9987 0.0000 9.445 2.959 4 2 37 5 +31 0 0.9981 0.9987 0.9963 6.021 2.341 4 2 18 7 0.9945 0.9987 0.0000 9.338 2.940 4 2 37 5 +32 0 0.9968 0.9987 0.0000 5.961 2.306 4 2 26 9 0.9946 0.9987 0.0000 9.236 2.921 4 2 37 5 +33 0 0.9968 0.9987 0.0000 5.724 2.232 4 2 10 4 0.9946 0.9987 0.0000 9.132 2.900 4 2 37 5 +34 0 0.9968 0.9987 0.0000 5.339 2.147 4 2 23 7 0.9947 0.9987 0.0000 9.024 2.879 4 2 37 5 +35 0 0.9968 0.9987 0.0000 5.145 2.015 4 2 44 12 0.9948 0.9987 0.0000 8.916 2.855 4 2 37 5 +36 0 0.9968 0.9987 0.0000 4.936 1.955 4 2 11 4 0.9948 0.9987 0.0000 8.809 2.831 4 2 37 5 +37 0 0.9981 0.9987 0.9953 4.666 1.836 4 2 6 4 0.9949 0.9987 0.0000 8.700 2.804 4 2 37 5 +38 0 0.9943 0.9987 0.0000 4.365 1.709 4 2 9 3 0.9949 0.9987 0.0000 8.589 2.776 4 2 37 5 +39 0 0.9981 0.9987 0.9975 4.231 1.665 4 2 13 4 0.9950 0.9987 0.0000 8.480 2.748 4 2 37 5 +40 0 0.9968 0.9987 0.0000 4.194 1.640 4 2 9 4 0.9950 0.9987 0.0000 8.375 2.721 4 2 37 5 +41 0 0.9981 0.9987 0.9977 4.275 1.665 4 2 5 2 0.9951 0.9987 0.0000 8.277 2.696 4 2 37 5 +42 0 0.9981 0.9987 0.9979 4.326 1.688 4 2 6 2 0.9952 0.9987 0.0000 8.186 2.673 4 2 37 5 +43 0 0.9981 0.9987 0.9979 4.366 1.738 4 2 2 1 0.9952 0.9987 0.0000 8.099 2.652 4 2 37 5 +44 0 0.9981 0.9987 0.9979 4.513 1.795 4 2 10 4 0.9953 0.9987 0.0000 8.019 2.633 4 2 37 5 +45 0 0.9981 0.9987 0.9979 4.510 1.768 4 2 6 3 0.9953 0.9987 0.0000 7.943 2.614 4 2 37 5 +46 0 0.9981 0.9987 0.9953 4.314 1.686 4 2 6 3 0.9954 0.9987 0.0000 7.866 2.594 4 2 37 5 +47 0 0.9981 0.9987 0.9978 4.385 1.705 4 2 5 2 0.9955 0.9987 0.0000 7.793 2.575 4 2 37 5 +48 0 0.9981 0.9987 0.9975 4.657 1.799 4 2 3 1 0.9955 0.9987 0.0000 7.729 2.560 4 2 37 5 +49 0 0.9981 0.9987 0.9977 4.819 1.871 4 2 4 2 0.9956 0.9987 0.0000 7.671 2.546 4 2 37 5 +50 0 0.9981 0.9987 0.9979 4.730 1.840 4 2 11 4 0.9956 0.9987 0.0000 7.613 2.532 4 2 37 5 diff --git a/build/run_8/regress.sys b/build/run_8/regress.sys index 0107d8c..6ae43e4 100644 --- a/build/run_8/regress.sys +++ b/build/run_8/regress.sys @@ -14,112 +14,189 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 355. + no random number seed specfied; using 240. creating initial population(s): - 1098 trees were generated to fill the population of 800 (800 trees). + 1105 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (9s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 1. - evaluation complete. (10s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 2. - evaluation complete. (7s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 3. - evaluation complete. (3s wall) + evaluation complete. (7s wall) breeding complete. (0s wall) === generation 4. - evaluation complete. (3s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (6s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 6. evaluation complete. (5s wall) breeding complete. (0s wall) === generation 7. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 8. - evaluation complete. (3s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 9. - evaluation complete. (2s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 10. - evaluation complete. (2s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 11. - evaluation complete. (2s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 12. - evaluation complete. (0s wall) - breeding complete. (0s wall) + evaluation complete. (1s wall) + breeding complete. (1s wall) === generation 13. - evaluation complete. (3s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 14. - evaluation complete. (3s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 15. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 16. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 17. - evaluation complete. (1s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 18. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 19. - evaluation complete. (2s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 20. - evaluation complete. (0s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 21. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 22. - evaluation complete. (2s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 23. - evaluation complete. (0s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 24. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (4s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 33. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 34. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (3s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (2s wall) + breeding complete. (1s wall) +=== generation 45. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (2s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 6333448 - freed: 6285448 + allocated: 10021993 + freed: 9973993 not freed: 48000 - max allocated: 459109 - malloc'ed blocks: 78231 + max allocated: 456661 + malloc'ed blocks: 146284 realloc'ed blocks: 7 - free'ed blocks: 78225 + free'ed blocks: 146278 ------- time ------- - overall: 74s wall - evaluation: 68s wall - breeding: 0s wall + overall: 114s wall + evaluation: 111s wall + breeding: 2s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 2340 - freed: 2340 + used: 3692 + freed: 3692 allocated: 1000 blocks: 1 diff --git a/build/run_9/regress.bst b/build/run_9/regress.bst index 462ffd6..6ec87a9 100644 --- a/build/run_9/regress.bst +++ b/build/run_9/regress.bst @@ -1,25 +1,18 @@ === BEST-OF-RUN === - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) TREE-equ: -y = (((extent / (area - (extent / convex))) / (exp((perimeter - major)) / exp((-0.86676 + 0.47741)))) / ((((perimeter * major) * exp(perimeter)) * log(extent)) / area)) +y = (eccentricity - 0.89313) diff --git a/build/run_9/regress.fn b/build/run_9/regress.fn index 005a418..8291389 100644 --- a/build/run_9/regress.fn +++ b/build/run_9/regress.fn @@ -1,19 +1,12 @@ -Hits: 2562, Total Size: 2810, Percent Hit: 91.174377 -CC: 953 -CO: 173 -OO: 1609 -OC: 75 -Fitness: 0.998874 -Hits: 887 +Hits: 2180, Total Size: 2810, Percent Hit: 77.580071 +CC: 845 +CO: 286 +OO: 1335 +OC: 344 +Fitness: 0.998756 +Hits: 803 -y = (((extent / (area - (extent / convex))) / (exp((perimeter - major)) / exp((-0.86676 + 0.47741)))) / ((((perimeter * major) * exp(perimeter)) * log(extent)) / area)) +y = (eccentricity - 0.89313) - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) diff --git a/build/run_9/regress.his b/build/run_9/regress.his index 7ed8a5f..6ce910b 100644 --- a/build/run_9/regress.his +++ b/build/run_9/regress.his @@ -1,980 +1,901 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 76 + nodes: 22 depth: 6 - hits: 563 + hits: 581 TOP INDIVIDUAL: -- #1 -- - hits: 563 - raw fitness: 563.0000 - standardized fitness: 563.0000 - adjusted fitness: 0.9982 + hits: 581 + raw fitness: 581.0000 + standardized fitness: 581.0000 + adjusted fitness: 0.9983 TREE: - (/ (* (log (- (- (+ minor convex) - (* eccentricity perimeter)) - (/ (exp major) - (* minor convex)))) - (* (exp (exp (* extent eccentricity))) - (/ (* (exp area) - (exp major)) - (+ (/ -0.20053 minor) - (log minor))))) - (* (+ (+ (* (+ perimeter minor) - (+ perimeter major)) - (- (exp perimeter) - (log perimeter))) - (+ (/ (+ area perimeter) - (- major eccentricity)) - (* (/ area perimeter) - (* perimeter area)))) - (log (/ (* (exp extent) - (log extent)) - (exp (- eccentricity eccentricity)))))) + (log (log (+ (log (* (log eccentricity) + (+ eccentricity perimeter))) + (* (/ (* eccentricity major) + (- perimeter major)) + (log (/ minor area)))))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 76 + generation: 1 + nodes: 14 depth: 6 - hits: 563 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 563 - raw fitness: 563.0000 - standardized fitness: 563.0000 - adjusted fitness: 0.9982 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (/ (* (log (- (- (+ minor convex) - (* eccentricity perimeter)) - (/ (exp major) - (* minor convex)))) - (* (exp (exp (* extent eccentricity))) - (/ (* (exp area) - (exp major)) - (+ (/ -0.20053 minor) - (log minor))))) - (* (+ (+ (* (+ perimeter minor) - (+ perimeter major)) - (- (exp perimeter) - (log perimeter))) - (+ (/ (+ area perimeter) - (- major eccentricity)) - (* (/ area perimeter) - (* perimeter area)))) - (log (/ (* (exp extent) - (log extent)) - (exp (- eccentricity eccentricity)))))) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 2 - generation: 2 - nodes: 26 - depth: 4 - hits: 783 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (* (/ (/ -0.96024 0.86046) - (+ (* -0.47054 major) - (+ minor extent))) - (+ (+ (log perimeter) - (+ major convex)) - (/ (+ major eccentricity) - (* -0.43550 extent)))) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 3 - generation: 2 - nodes: 26 - depth: 4 - hits: 783 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (* (/ (/ -0.96024 0.86046) - (+ (* -0.47054 major) - (+ minor extent))) - (+ (+ (log perimeter) - (+ major convex)) - (/ (+ major eccentricity) - (* -0.43550 extent)))) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 4 - generation: 2 - nodes: 26 - depth: 4 - hits: 783 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (* (/ (/ -0.96024 0.86046) - (+ (* -0.47054 major) - (+ minor extent))) - (+ (+ (log perimeter) - (+ major convex)) - (/ (+ major eccentricity) - (* -0.43550 extent)))) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 5 - generation: 2 - nodes: 26 - depth: 4 - hits: 783 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (* (/ (/ -0.96024 0.86046) - (+ (* -0.47054 major) - (+ minor extent))) - (+ (+ (log perimeter) - (+ major convex)) - (/ (+ major eccentricity) - (* -0.43550 extent)))) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 6 - generation: 2 - nodes: 26 - depth: 4 - hits: 783 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 783 - raw fitness: 783.0000 - standardized fitness: 783.0000 - adjusted fitness: 0.9987 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (* (/ (/ -0.96024 0.86046) - (+ (* -0.47054 major) - (+ minor extent))) - (+ (+ (log perimeter) - (+ major convex)) - (/ (+ major eccentricity) - (* -0.43550 extent)))) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 7 - generation: 7 - nodes: 35 - depth: 7 - hits: 866 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 866 - raw fitness: 866.0000 - standardized fitness: 866.0000 - adjusted fitness: 0.9988 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ (/ (log major) - (- (/ major - (/ extent - (exp area))) - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 8 - generation: 7 - nodes: 35 - depth: 7 - hits: 866 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 866 - raw fitness: 866.0000 - standardized fitness: 866.0000 - adjusted fitness: 0.9988 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ (/ (log major) - (- (/ major - (/ extent - (exp area))) - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 9 - generation: 9 - nodes: 23 - depth: 5 - hits: 868 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 868 - raw fitness: 868.0000 - standardized fitness: 868.0000 - adjusted fitness: 0.9988 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ eccentricity - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 10 - generation: 9 - nodes: 23 - depth: 5 - hits: 868 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 868 - raw fitness: 868.0000 - standardized fitness: 868.0000 - adjusted fitness: 0.9988 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ eccentricity - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 11 - generation: 9 - nodes: 23 - depth: 5 - hits: 868 + generation: 1 + nodes: 14 + depth: 6 + hits: 728 TOP INDIVIDUAL: -- #1 -- - hits: 868 - raw fitness: 868.0000 - standardized fitness: 868.0000 - adjusted fitness: 0.9988 + hits: 728 + raw fitness: 728.0000 + standardized fitness: 728.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ eccentricity - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ (+ eccentricity perimeter) extent)))) === BEST-OF-RUN === current generation: 12 generation: 12 - nodes: 34 + nodes: 12 depth: 6 - hits: 879 + hits: 736 TOP INDIVIDUAL: -- #1 -- - hits: 879 - raw fitness: 879.0000 - standardized fitness: 879.0000 - adjusted fitness: 0.9989 + hits: 736 + raw fitness: 736.0000 + standardized fitness: 736.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ (/ (log major) - (- (/ major - (/ extent eccentricity)) - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ extent perimeter)))) === BEST-OF-RUN === current generation: 13 generation: 12 - nodes: 34 + nodes: 12 depth: 6 - hits: 879 + hits: 736 TOP INDIVIDUAL: -- #1 -- - hits: 879 - raw fitness: 879.0000 - standardized fitness: 879.0000 - adjusted fitness: 0.9989 + hits: 736 + raw fitness: 736.0000 + standardized fitness: 736.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ (/ (log major) - (- (/ major - (/ extent eccentricity)) - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ extent perimeter)))) === BEST-OF-RUN === current generation: 14 generation: 12 - nodes: 34 + nodes: 12 depth: 6 - hits: 879 + hits: 736 TOP INDIVIDUAL: -- #1 -- - hits: 879 - raw fitness: 879.0000 - standardized fitness: 879.0000 - adjusted fitness: 0.9989 + hits: 736 + raw fitness: 736.0000 + standardized fitness: 736.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ (/ (log major) - (- (/ major - (/ extent eccentricity)) - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ extent perimeter)))) === BEST-OF-RUN === current generation: 15 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 12 + nodes: 12 + depth: 6 + hits: 736 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 736 + raw fitness: 736.0000 + standardized fitness: 736.0000 + adjusted fitness: 0.9986 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (log (log (/ (* area + (/ (exp eccentricity) major)) + (+ extent perimeter)))) === BEST-OF-RUN === current generation: 16 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 17 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 18 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 19 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 20 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 21 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 22 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 23 - generation: 15 - nodes: 30 - depth: 5 - hits: 886 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 886 - raw fitness: 886.0000 - standardized fitness: 886.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ (log major) - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 24 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 25 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 26 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 27 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 28 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 29 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 30 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 31 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 32 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 33 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 34 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 35 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 36 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 37 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 38 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) === BEST-OF-RUN === current generation: 39 - generation: 24 - nodes: 29 - depth: 5 - hits: 887 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 887 - raw fitness: 887.0000 - standardized fitness: 887.0000 - adjusted fitness: 0.9989 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (/ (/ (/ extent - (- area - (/ extent convex))) - (/ (exp (- perimeter major)) - (exp (+ -0.86676 0.47741)))) - (/ (* (* (* perimeter major) - (exp perimeter)) - (log extent)) area)) + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 40 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 41 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 42 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 43 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 44 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 45 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 46 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 47 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 48 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 49 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) +=== BEST-OF-RUN === + current generation: 50 + generation: 16 + nodes: 3 + depth: 1 + hits: 803 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 +TREE: + (- eccentricity 0.89313) diff --git a/build/run_9/regress.prg b/build/run_9/regress.prg index 63b21c1..96445b5 100644 --- a/build/run_9/regress.prg +++ b/build/run_9/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 14283.00000, perimeter = 482.69800, major_axis_length = 202.36563, minor_axis_length = 90.61389, eccentricity = 0.89415, convex_area = 14595.00000, extent = 0.63650, type = C - area = 13576.00000, perimeter = 477.82501, major_axis_length = 190.02635, minor_axis_length = 91.82110, eccentricity = 0.87551, convex_area = 14137.00000, extent = 0.68328, type = O - area = 13112.00000, perimeter = 456.21600, major_axis_length = 182.46422, minor_axis_length = 93.33448, eccentricity = 0.85927, convex_area = 13413.00000, extent = 0.68079, type = O - area = 11168.00000, perimeter = 440.86301, major_axis_length = 182.78328, minor_axis_length = 79.52693, eccentricity = 0.90039, convex_area = 11628.00000, extent = 0.54710, type = O - area = 11585.00000, perimeter = 428.37299, major_axis_length = 171.56198, minor_axis_length = 87.44052, eccentricity = 0.86037, convex_area = 11939.00000, extent = 0.60890, type = O - area = 16608.00000, perimeter = 516.09198, major_axis_length = 207.67137, minor_axis_length = 103.35088, eccentricity = 0.86737, convex_area = 17111.00000, extent = 0.69676, type = C - area = 13711.00000, perimeter = 483.21500, major_axis_length = 203.88077, minor_axis_length = 86.62691, eccentricity = 0.90524, convex_area = 14097.00000, extent = 0.56147, type = C - area = 14620.00000, perimeter = 493.94400, major_axis_length = 212.26605, minor_axis_length = 88.77168, eccentricity = 0.90835, convex_area = 14931.00000, extent = 0.72419, type = C - area = 10595.00000, perimeter = 407.26700, major_axis_length = 166.13063, minor_axis_length = 82.56895, eccentricity = 0.86774, convex_area = 10849.00000, extent = 0.64271, type = O - area = 12743.00000, perimeter = 449.23001, major_axis_length = 180.94476, minor_axis_length = 90.80772, eccentricity = 0.86495, convex_area = 13044.00000, extent = 0.61937, type = O - area = 10420.00000, perimeter = 415.05600, major_axis_length = 170.51256, minor_axis_length = 79.28839, eccentricity = 0.88531, convex_area = 10647.00000, extent = 0.62771, type = O - area = 12067.00000, perimeter = 423.36200, major_axis_length = 168.36908, minor_axis_length = 92.05318, eccentricity = 0.83731, convex_area = 12274.00000, extent = 0.64960, type = O - area = 11100.00000, perimeter = 416.35699, major_axis_length = 160.55812, minor_axis_length = 90.10117, eccentricity = 0.82770, convex_area = 11456.00000, extent = 0.63625, type = O - area = 13619.00000, perimeter = 467.76599, major_axis_length = 193.68094, minor_axis_length = 90.47348, eccentricity = 0.88419, convex_area = 13926.00000, extent = 0.58667, type = O - area = 10612.00000, perimeter = 413.85599, major_axis_length = 169.87917, minor_axis_length = 80.89677, eccentricity = 0.87934, convex_area = 10924.00000, extent = 0.67199, type = O - area = 11112.00000, perimeter = 429.65302, major_axis_length = 172.42714, minor_axis_length = 83.92387, eccentricity = 0.87356, convex_area = 11472.00000, extent = 0.60921, type = O - area = 12076.00000, perimeter = 443.99200, major_axis_length = 181.71149, minor_axis_length = 85.55835, eccentricity = 0.88221, convex_area = 12329.00000, extent = 0.64789, type = O - area = 10961.00000, perimeter = 419.38800, major_axis_length = 169.57915, minor_axis_length = 84.24118, eccentricity = 0.86788, convex_area = 11323.00000, extent = 0.75855, type = O - 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10683.00000, perimeter = 408.28201, major_axis_length = 170.34517, minor_axis_length = 80.44706, eccentricity = 0.88146, convex_area = 10845.00000, extent = 0.68834, type = O + area = 11248.00000, perimeter = 420.29001, major_axis_length = 171.22313, minor_axis_length = 84.84222, eccentricity = 0.86860, convex_area = 11521.00000, extent = 0.71566, type = O + area = 10138.00000, perimeter = 414.00900, major_axis_length = 171.61974, minor_axis_length = 77.15939, eccentricity = 0.89323, convex_area = 10425.00000, extent = 0.56643, type = O + area = 10598.00000, perimeter = 411.47900, major_axis_length = 162.20229, minor_axis_length = 85.22141, eccentricity = 0.85085, convex_area = 10936.00000, extent = 0.59353, type = O + area = 11682.00000, perimeter = 437.04001, major_axis_length = 176.23099, minor_axis_length = 86.32249, eccentricity = 0.87182, convex_area = 11969.00000, extent = 0.58119, type = O diff --git a/build/run_9/regress.stt b/build/run_9/regress.stt index b472484..7b814d6 100644 --- a/build/run_9/regress.stt +++ b/build/run_9/regress.stt @@ -1,41 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9656 0.9982 0.0000 18.065 3.348 76 6 71 6 0.9656 0.9982 0.0000 18.065 3.348 76 6 71 6 -1 0 0.9893 0.9982 0.0000 16.444 3.428 76 6 54 7 0.9774 0.9982 0.0000 17.254 3.388 76 6 71 6 -2 0 0.9880 0.9987 0.0000 14.279 3.337 26 4 24 8 0.9810 0.9987 0.0000 16.262 3.371 26 4 71 6 -3 0 0.9943 0.9987 0.0000 13.650 3.344 26 4 37 6 0.9843 0.9987 0.0000 15.609 3.364 26 4 71 6 -4 0 0.9943 0.9987 0.0000 12.280 3.232 26 4 35 8 0.9863 0.9987 0.0000 14.944 3.338 26 4 71 6 -5 0 0.9918 0.9987 0.0000 10.586 3.060 26 4 75 6 0.9872 0.9987 0.0000 14.217 3.291 26 4 71 6 -6 0 0.9955 0.9987 0.0000 10.425 3.126 26 4 32 6 0.9884 0.9987 0.0000 13.676 3.268 26 4 71 6 -7 0 0.9943 0.9988 0.0000 10.005 3.056 35 7 85 9 0.9891 0.9988 0.0000 13.217 3.241 35 7 71 6 -8 0 0.9943 0.9988 0.0000 9.546 2.993 35 7 31 7 0.9897 0.9988 0.0000 12.809 3.214 35 7 71 6 -9 0 0.9893 0.9988 0.0000 8.876 2.906 23 5 36 10 0.9897 0.9988 0.0000 12.416 3.183 23 5 71 6 -10 0 0.9968 0.9988 0.0000 8.746 2.916 23 5 30 8 0.9903 0.9988 0.0000 12.082 3.159 23 5 71 6 -11 0 0.9968 0.9988 0.0000 8.026 2.740 23 5 43 7 0.9908 0.9988 0.0000 11.744 3.124 23 5 71 6 -12 0 0.9968 0.9989 0.0000 7.790 2.686 34 6 22 10 0.9913 0.9989 0.0000 11.440 3.090 34 6 71 6 -13 0 0.9968 0.9989 0.0000 7.809 2.692 34 6 11 4 0.9917 0.9989 0.0000 11.181 3.062 34 6 71 6 -14 0 0.9943 0.9989 0.0000 8.168 2.794 34 6 15 4 0.9919 0.9989 0.0000 10.980 3.044 34 6 71 6 -15 0 0.9980 0.9989 0.9979 7.303 2.570 30 5 5 2 0.9922 0.9989 0.0000 10.750 3.014 30 5 71 6 -16 0 0.9968 0.9989 0.0000 6.804 2.420 30 5 6 3 0.9925 0.9989 0.0000 10.518 2.979 30 5 71 6 -17 0 0.9980 0.9989 0.9977 6.614 2.415 30 5 4 2 0.9928 0.9989 0.0000 10.301 2.948 30 5 71 6 -18 0 0.9968 0.9989 0.0000 6.671 2.460 30 5 48 7 0.9930 0.9989 0.0000 10.110 2.922 30 5 71 6 -19 0 0.9943 0.9989 0.0000 6.676 2.491 30 5 19 8 0.9931 0.9989 0.0000 9.938 2.901 30 5 71 6 -20 0 0.9980 0.9989 0.9979 6.201 2.365 30 5 19 7 0.9933 0.9989 0.0000 9.760 2.875 30 5 71 6 -21 0 0.9980 0.9989 0.9979 5.809 2.244 30 5 6 2 0.9935 0.9989 0.0000 9.581 2.847 30 5 71 6 -22 0 0.9980 0.9989 0.9979 5.890 2.178 30 5 10 4 0.9937 0.9989 0.0000 9.420 2.817 30 5 71 6 -23 0 0.9968 0.9989 0.0000 6.090 2.261 30 5 12 6 0.9939 0.9989 0.0000 9.281 2.794 30 5 71 6 -24 0 0.9980 0.9989 0.9979 6.188 2.244 29 5 17 5 0.9940 0.9989 0.0000 9.158 2.772 29 5 71 6 -25 0 0.9980 0.9989 0.9979 6.230 2.263 29 5 11 4 0.9942 0.9989 0.0000 9.045 2.753 29 5 71 6 -26 0 0.9968 0.9989 0.0000 5.952 2.166 29 5 13 4 0.9943 0.9989 0.0000 8.930 2.731 29 5 71 6 -27 0 0.9980 0.9989 0.9974 5.895 2.159 29 5 19 6 0.9944 0.9989 0.0000 8.822 2.710 29 5 71 6 -28 0 0.9980 0.9989 0.9975 5.829 2.119 29 5 21 5 0.9945 0.9989 0.0000 8.719 2.690 29 5 71 6 -29 0 0.9968 0.9989 0.0000 5.707 2.106 29 5 10 4 0.9946 0.9989 0.0000 8.618 2.671 29 5 71 6 -30 0 0.9968 0.9989 0.0000 5.566 2.071 29 5 27 8 0.9947 0.9989 0.0000 8.520 2.651 29 5 71 6 -31 0 0.9968 0.9989 0.0000 5.590 2.049 29 5 13 4 0.9947 0.9989 0.0000 8.428 2.632 29 5 71 6 -32 0 0.9980 0.9989 0.9976 5.434 2.064 29 5 3 1 0.9948 0.9989 0.0000 8.338 2.615 29 5 71 6 -33 0 0.9980 0.9989 0.9976 5.630 2.119 29 5 4 2 0.9949 0.9989 0.0000 8.258 2.601 29 5 71 6 -34 0 0.9980 0.9989 0.9979 5.609 2.146 29 5 14 5 0.9950 0.9989 0.0000 8.182 2.588 29 5 71 6 -35 0 0.9980 0.9989 0.9980 5.300 2.041 29 5 8 4 0.9951 0.9989 0.0000 8.102 2.572 29 5 71 6 -36 0 0.9980 0.9989 0.9971 5.006 1.915 29 5 9 3 0.9952 0.9989 0.0000 8.019 2.555 29 5 71 6 -37 0 0.9980 0.9989 0.9979 5.145 1.964 29 5 16 9 0.9953 0.9989 0.0000 7.943 2.539 29 5 71 6 -38 0 0.9980 0.9989 0.9980 5.346 2.000 29 5 15 8 0.9953 0.9989 0.0000 7.876 2.525 29 5 71 6 -39 0 0.9968 0.9989 0.0000 5.628 2.099 29 5 11 5 0.9954 0.9989 0.0000 7.820 2.515 29 5 71 6 +0 0 0.9581 0.9983 0.0000 17.536 3.439 22 6 27 5 0.9581 0.9983 0.0000 17.536 3.439 22 6 27 5 +1 0 0.9893 0.9986 0.0000 14.705 3.426 14 6 24 7 0.9737 0.9986 0.0000 16.121 3.433 14 6 27 5 +2 0 0.9930 0.9986 0.0000 14.480 3.401 14 6 17 4 0.9801 0.9986 0.0000 15.574 3.422 14 6 27 5 +3 0 0.9930 0.9986 0.0000 13.760 3.456 14 6 27 6 0.9833 0.9986 0.0000 15.120 3.431 14 6 27 5 +4 0 0.9943 0.9986 0.0000 13.585 3.447 14 6 35 8 0.9855 0.9986 0.0000 14.813 3.434 14 6 27 5 +5 0 0.9893 0.9986 0.0000 12.412 3.419 14 6 61 8 0.9862 0.9986 0.0000 14.413 3.431 14 6 27 5 +6 0 0.9968 0.9986 0.0000 12.749 3.586 14 6 28 6 0.9877 0.9986 0.0000 14.175 3.454 14 6 27 5 +7 0 0.9905 0.9986 0.0000 12.216 3.467 14 6 58 8 0.9880 0.9986 0.0000 13.930 3.455 14 6 27 5 +8 0 0.9955 0.9986 0.0000 12.262 3.516 14 6 12 6 0.9889 0.9986 0.0000 13.745 3.462 14 6 27 5 +9 0 0.9893 0.9986 0.0000 11.940 3.380 14 6 38 9 0.9889 0.9986 0.0000 13.565 3.454 14 6 27 5 +10 0 0.9968 0.9986 0.0000 10.941 3.342 14 6 69 12 0.9896 0.9986 0.0000 13.326 3.444 14 6 27 5 +11 0 0.9955 0.9986 0.0000 10.321 3.290 14 6 20 7 0.9901 0.9986 0.0000 13.076 3.431 14 6 27 5 +12 0 0.9905 0.9986 0.0000 10.126 3.190 12 6 11 5 0.9901 0.9986 0.0000 12.849 3.412 12 6 27 5 +13 0 0.9955 0.9986 0.0000 9.050 2.908 12 6 58 7 0.9905 0.9986 0.0000 12.578 3.376 12 6 27 5 +14 0 0.9968 0.9986 0.0000 8.591 2.888 12 6 13 4 0.9909 0.9986 0.0000 12.312 3.344 12 6 27 5 +15 0 0.9968 0.9986 0.0000 8.219 2.721 12 6 68 15 0.9913 0.9986 0.0000 12.056 3.305 12 6 27 5 +16 0 0.9930 0.9988 0.0000 8.082 2.647 3 1 18 6 0.9914 0.9988 0.0000 11.822 3.266 3 1 27 5 +17 0 0.9955 0.9988 0.0000 7.548 2.590 3 1 16 7 0.9916 0.9988 0.0000 11.585 3.229 3 1 27 5 +18 0 0.9980 0.9988 0.9973 7.359 2.591 3 1 7 3 0.9920 0.9988 0.0000 11.362 3.195 3 1 27 5 +19 0 0.9980 0.9988 0.9980 6.731 2.455 3 1 13 5 0.9923 0.9988 0.0000 11.131 3.158 3 1 27 5 +20 0 0.9968 0.9988 0.0000 5.975 2.204 3 1 33 7 0.9925 0.9988 0.0000 10.885 3.113 3 1 27 5 +21 0 0.9968 0.9988 0.0000 5.430 2.058 3 1 11 6 0.9927 0.9988 0.0000 10.637 3.065 3 1 27 5 +22 0 0.9980 0.9988 0.9980 4.961 1.914 3 1 1 0 0.9929 0.9988 0.0000 10.390 3.015 3 1 27 5 +23 0 0.9980 0.9988 0.9976 5.111 1.981 3 1 3 1 0.9931 0.9988 0.0000 10.171 2.972 3 1 27 5 +24 0 0.9980 0.9988 0.9980 4.651 1.772 3 1 1 0 0.9933 0.9988 0.0000 9.950 2.924 3 1 27 5 +25 0 0.9980 0.9988 0.9980 4.402 1.696 3 1 1 0 0.9935 0.9988 0.0000 9.736 2.876 3 1 27 5 +26 0 0.9980 0.9988 0.9980 4.668 1.835 3 1 1 0 0.9937 0.9988 0.0000 9.549 2.838 3 1 27 5 +27 0 0.9980 0.9988 0.9979 4.785 1.843 3 1 10 4 0.9938 0.9988 0.0000 9.379 2.802 3 1 27 5 +28 0 0.9980 0.9988 0.9980 4.649 1.788 3 1 12 6 0.9940 0.9988 0.0000 9.215 2.767 3 1 27 5 +29 0 0.9980 0.9988 0.9980 4.349 1.686 3 1 3 1 0.9941 0.9988 0.0000 9.053 2.731 3 1 27 5 +30 0 0.9980 0.9988 0.9980 4.173 1.590 3 1 14 4 0.9942 0.9988 0.0000 8.896 2.694 3 1 27 5 +31 0 0.9968 0.9988 0.0000 4.270 1.665 3 1 13 4 0.9943 0.9988 0.0000 8.751 2.662 3 1 27 5 +32 0 0.9968 0.9988 0.0000 4.225 1.625 3 1 13 6 0.9944 0.9988 0.0000 8.614 2.631 3 1 27 5 +33 0 0.9980 0.9988 0.9972 4.366 1.649 3 1 11 6 0.9945 0.9988 0.0000 8.489 2.602 3 1 27 5 +34 0 0.9980 0.9988 0.9980 4.272 1.686 3 1 9 4 0.9946 0.9988 0.0000 8.369 2.576 3 1 27 5 +35 0 0.9980 0.9988 0.9971 4.143 1.604 3 1 9 3 0.9947 0.9988 0.0000 8.251 2.549 3 1 27 5 +36 0 0.9980 0.9988 0.9980 4.315 1.640 3 1 10 4 0.9948 0.9988 0.0000 8.145 2.524 3 1 27 5 +37 0 0.9980 0.9988 0.9976 4.513 1.714 3 1 3 1 0.9949 0.9988 0.0000 8.049 2.503 3 1 27 5 +38 0 0.9968 0.9988 0.0000 4.378 1.695 3 1 10 5 0.9949 0.9988 0.0000 7.955 2.482 3 1 27 5 +39 0 0.9980 0.9988 0.9977 4.580 1.760 3 1 4 2 0.9950 0.9988 0.0000 7.871 2.464 3 1 27 5 +40 0 0.9980 0.9988 0.9973 4.418 1.708 3 1 8 4 0.9951 0.9988 0.0000 7.787 2.446 3 1 27 5 +41 0 0.9980 0.9988 0.9980 4.564 1.764 3 1 4 2 0.9951 0.9988 0.0000 7.710 2.429 3 1 27 5 +42 0 0.9980 0.9988 0.9980 4.418 1.715 3 1 1 0 0.9952 0.9988 0.0000 7.633 2.413 3 1 27 5 +43 0 0.9968 0.9988 0.0000 4.231 1.633 3 1 11 4 0.9952 0.9988 0.0000 7.556 2.395 3 1 27 5 +44 0 0.9980 0.9988 0.9976 4.169 1.630 3 1 5 3 0.9953 0.9988 0.0000 7.481 2.378 3 1 27 5 +45 0 0.9980 0.9988 0.9978 4.289 1.691 3 1 9 3 0.9953 0.9988 0.0000 7.411 2.363 3 1 27 5 +46 0 0.9968 0.9988 0.0000 4.572 1.853 3 1 24 8 0.9954 0.9988 0.0000 7.351 2.352 3 1 27 5 +47 0 0.9980 0.9988 0.9980 4.683 1.847 3 1 4 2 0.9954 0.9988 0.0000 7.295 2.342 3 1 27 5 +48 0 0.9968 0.9988 0.0000 4.644 1.846 3 1 13 4 0.9955 0.9988 0.0000 7.241 2.332 3 1 27 5 +49 0 0.9980 0.9988 0.9979 4.749 1.880 3 1 3 1 0.9955 0.9988 0.0000 7.191 2.323 3 1 27 5 +50 0 0.9980 0.9988 0.9977 4.787 1.864 3 1 18 5 0.9956 0.9988 0.0000 7.144 2.314 3 1 27 5 diff --git a/build/run_9/regress.sys b/build/run_9/regress.sys index c9d367c..4498d4a 100644 --- a/build/run_9/regress.sys +++ b/build/run_9/regress.sys @@ -14,157 +14,189 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 32. + no random number seed specfied; using 428. creating initial population(s): - 1084 trees were generated to fill the population of 800 (800 trees). + 1154 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. starting evolution. no checkpointing will be done. === generation 0. - evaluation complete. (8s wall) + evaluation complete. (10s wall) breeding complete. (0s wall) === generation 1. - evaluation complete. (1s wall) + evaluation complete. (8s wall) breeding complete. (0s wall) === generation 2. - evaluation complete. (6s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 3. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 4. - evaluation complete. (2s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (5s wall) - breeding complete. (0s wall) -=== generation 6. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 6. + evaluation complete. (7s wall) + breeding complete. (0s wall) === generation 7. - evaluation complete. (5s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 8. - evaluation complete. (4s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 9. - evaluation complete. (2s wall) - breeding complete. (0s wall) -=== generation 10. evaluation complete. (4s wall) breeding complete. (0s wall) +=== generation 10. + evaluation complete. (5s wall) + breeding complete. (0s wall) === generation 11. - evaluation complete. (2s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 12. - evaluation complete. (1s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 13. - evaluation complete. (2s wall) - breeding complete. (1s wall) + evaluation complete. (3s wall) + breeding complete. (0s wall) === generation 14. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 15. - evaluation complete. (2s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 16. - evaluation complete. (1s wall) + evaluation complete. (5s wall) breeding complete. (0s wall) === generation 17. - evaluation complete. (2s wall) + evaluation complete. (4s wall) breeding complete. (0s wall) === generation 18. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 19. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 20. - evaluation complete. (2s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 21. evaluation complete. (1s wall) breeding complete. (0s wall) === generation 22. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 23. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 24. - evaluation complete. (1s wall) + evaluation complete. (3s wall) breeding complete. (0s wall) === generation 25. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 26. - evaluation complete. (0s wall) - breeding complete. (0s wall) + evaluation complete. (1s wall) + breeding complete. (1s wall) === generation 27. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 28. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 29. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 30. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 31. - evaluation complete. (1s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 32. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 33. - evaluation complete. (1s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 34. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 35. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 36. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (1s wall) === generation 37. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 38. - evaluation complete. (0s wall) + evaluation complete. (2s wall) breeding complete. (0s wall) === generation 39. + evaluation complete. (1s wall) + breeding complete. (1s wall) +=== generation 40. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (2s wall) + breeding complete. (0s wall) +=== generation 43. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 44. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (1s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 8158561 - freed: 8110561 + allocated: 9664584 + freed: 9616584 not freed: 48000 - max allocated: 465476 - malloc'ed blocks: 118916 + max allocated: 450229 + malloc'ed blocks: 145948 realloc'ed blocks: 7 - free'ed blocks: 118910 + free'ed blocks: 145942 ------- time ------- - overall: 80s wall - evaluation: 60s wall - breeding: 2s wall + overall: 128s wall + evaluation: 123s wall + breeding: 3s wall ------- generation spaces ------- space 0 size: 200 space 1 size: 100 ------- ephemeral random constants ------- - used: 3112 - freed: 3112 + used: 3654 + freed: 3654 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/.ninja_deps b/cmake-build-relwithdebinfo-addrsan/.ninja_deps index 4ac01c6..f4eb60e 100644 Binary files a/cmake-build-relwithdebinfo-addrsan/.ninja_deps and b/cmake-build-relwithdebinfo-addrsan/.ninja_deps differ diff --git a/cmake-build-relwithdebinfo-addrsan/.ninja_log b/cmake-build-relwithdebinfo-addrsan/.ninja_log index 7c03b0d..0b5422e 100644 --- a/cmake-build-relwithdebinfo-addrsan/.ninja_log +++ b/cmake-build-relwithdebinfo-addrsan/.ninja_log @@ -11,7 +11,7 @@ 123 1589 1712119689202470621 lib/blt/CMakeFiles/BLT.dir/src/blt/fs/nbt.cpp.o bf89a1713c018c51 4 255 1712121046902319185 CMakeFiles/FinalProject.dir/lib/lilgp/kernel/genspace.c.o cb6ec2a01bf89cfb 805 4035 1711861180258021695 lib/blt/CMakeFiles/BLT.dir/src/blt/parse/obj_loader.cpp.o 476a34c497b6adb6 -0 43 1712160053387086350 build.ninja 6325eea0f37b4c19 +0 43 1712160539749904312 build.ninja 6325eea0f37b4c19 2 1100 1712121047750331827 CMakeFiles/FinalProject.dir/lib/lilgp/kernel/gp.c.o d25ce4fd257704c4 1964 2034 1712125543996505700 FinalProject 439fa443ad22e4c3 645 1214 1711861177437978186 lib/blt/CMakeFiles/BLT.dir/src/blt/fs/nbt_block.cpp.o 77ba3b4253b7137d @@ -51,3 +51,17 @@ 1 6300 1712160025286702824 CMakeFiles/FinalProject_Runner.dir/src/runner/main.cpp.o 73a762795b9c2c96 3532 3699 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1712161599469253704 FinalProject_Runner 5855d8cc0f2541a8 +2 6625 1712161665234213730 CMakeFiles/FinalProject_Runner.dir/src/runner/main.cpp.o 73a762795b9c2c96 +6625 6712 1712161665330215130 FinalProject_Runner 5855d8cc0f2541a8 +1 6639 1712161732151190930 CMakeFiles/FinalProject_Runner.dir/src/runner/main.cpp.o 73a762795b9c2c96 +6639 6728 1712161732251192389 FinalProject_Runner 5855d8cc0f2541a8 diff --git a/cmake-build-relwithdebinfo-addrsan/CMakeFiles/FinalProject_Runner.dir/src/runner/main.cpp.o b/cmake-build-relwithdebinfo-addrsan/CMakeFiles/FinalProject_Runner.dir/src/runner/main.cpp.o index df3d2b6..181d72b 100644 Binary files a/cmake-build-relwithdebinfo-addrsan/CMakeFiles/FinalProject_Runner.dir/src/runner/main.cpp.o and b/cmake-build-relwithdebinfo-addrsan/CMakeFiles/FinalProject_Runner.dir/src/runner/main.cpp.o differ diff --git a/cmake-build-relwithdebinfo-addrsan/FinalProject_Runner b/cmake-build-relwithdebinfo-addrsan/FinalProject_Runner index 269f09c..0f842b5 100755 Binary files a/cmake-build-relwithdebinfo-addrsan/FinalProject_Runner and b/cmake-build-relwithdebinfo-addrsan/FinalProject_Runner differ diff --git a/cmake-build-relwithdebinfo-addrsan/Testing/Temporary/LastTest.log b/cmake-build-relwithdebinfo-addrsan/Testing/Temporary/LastTest.log index 97b4eda..74b0b13 100644 --- a/cmake-build-relwithdebinfo-addrsan/Testing/Temporary/LastTest.log +++ b/cmake-build-relwithdebinfo-addrsan/Testing/Temporary/LastTest.log @@ -1,3 +1,3 @@ -Start testing: Apr 03 12:01 EDT +Start testing: Apr 03 12:28 EDT ---------------------------------------------------------- -End testing: Apr 03 12:01 EDT +End testing: Apr 03 12:28 EDT diff --git a/cmake-build-relwithdebinfo-addrsan/run_0/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_0/regress.bst index 9a709cc..47d5d92 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_0/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_0/regress.bst @@ -1,27 +1,20 @@ === BEST-OF-RUN === - generation: 9 - nodes: 39 - depth: 6 - hits: 724 + generation: 50 + nodes: 9 + depth: 4 + hits: 778 TOP INDIVIDUAL: -- #1 -- - hits: 724 - raw fitness: 724.0000 - standardized fitness: 724.0000 - adjusted fitness: 0.9986 + hits: 778 + raw fitness: 778.0000 + standardized fitness: 778.0000 + adjusted fitness: 0.9987 TREE: - (/ (log (+ (/ (log major) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ -0.39868 convex))) - (* (log extent) - (/ (/ area convex) eccentricity))))) + (log (* (exp eccentricity) + (/ major + (+ extent perimeter)))) TREE-equ: -y = (log(((log(major) / ((eccentricity + extent) + log(-0.61570))) + exp(((convex - eccentricity) * (extent + eccentricity))))) / (convex / (exp(((perimeter / extent) - (-0.39868 / convex))) * (log(extent) * ((area / convex) / eccentricity))))) +y = log((exp(eccentricity) * (major / (extent + perimeter)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_0/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_0/regress.fn index dc4ded3..28dd116 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_0/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_0/regress.fn @@ -1,21 +1,14 @@ -Hits: 2014, Total Size: 2810, Percent Hit: 71.672598 -CC: 729 -CO: 408 -OO: 1285 -OC: 388 -Fitness: 0.998621 -Hits: 724 +Hits: 2109, Total Size: 2810, Percent Hit: 75.053381 +CC: 975 +CO: 138 +OO: 1134 +OC: 563 +Fitness: 0.998716 +Hits: 778 -y = (log(((log(major) / ((eccentricity + extent) + log(-0.61570))) + exp(((convex - eccentricity) * (extent + eccentricity))))) / (convex / (exp(((perimeter / extent) - (-0.39868 / convex))) * (log(extent) * ((area / convex) / eccentricity))))) +y = log((exp(eccentricity) * (major / (extent + perimeter)))) - (/ (log (+ (/ (log major) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ -0.39868 convex))) - (* (log extent) - (/ (/ area convex) eccentricity))))) + (log (* (exp eccentricity) + (/ major + (+ extent perimeter)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_0/regress.his b/cmake-build-relwithdebinfo-addrsan/run_0/regress.his index 9096044..795971d 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_0/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_0/regress.his @@ -1,286 +1,1118 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 57 - depth: 6 - hits: 708 + nodes: 7 + depth: 3 + hits: 570 TOP INDIVIDUAL: -- #1 -- - hits: 708 - raw fitness: 708.0000 - standardized fitness: 708.0000 - adjusted fitness: 0.9986 + hits: 570 + raw fitness: 570.0000 + standardized fitness: 570.0000 + adjusted fitness: 0.9982 TREE: - (/ (log (+ (/ (/ (/ perimeter eccentricity) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ (log (exp (/ (/ perimeter area) - (log perimeter)))) - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) - (/ minor area)))))) + (- convex + (+ major + (- area eccentricity))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 57 - depth: 6 - hits: 708 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 708 - raw fitness: 708.0000 - standardized fitness: 708.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (/ perimeter eccentricity) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ (log (exp (/ (/ perimeter area) - (log perimeter)))) - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) - (/ minor area)))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 2 - generation: 0 - nodes: 57 - depth: 6 - hits: 708 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 708 - raw fitness: 708.0000 - standardized fitness: 708.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (/ perimeter eccentricity) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ (log (exp (/ (/ perimeter area) - (log perimeter)))) - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) - (/ minor area)))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 3 - generation: 0 - nodes: 57 - depth: 6 - hits: 708 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 708 - raw fitness: 708.0000 - standardized fitness: 708.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (/ perimeter eccentricity) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ (log (exp (/ (/ perimeter area) - (log perimeter)))) - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) - (/ minor area)))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 4 - generation: 4 - nodes: 47 - depth: 6 - hits: 719 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 719 - raw fitness: 719.0000 - standardized fitness: 719.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (exp major) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) eccentricity))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 5 - generation: 4 - nodes: 47 - depth: 6 - hits: 719 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 719 - raw fitness: 719.0000 - standardized fitness: 719.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (exp major) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) eccentricity))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 6 - generation: 4 - nodes: 47 - depth: 6 - hits: 719 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 719 - raw fitness: 719.0000 - standardized fitness: 719.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (exp major) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) eccentricity))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 7 - generation: 4 - nodes: 47 - depth: 6 - hits: 719 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 719 - raw fitness: 719.0000 - standardized fitness: 719.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (exp major) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) eccentricity))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 8 - generation: 4 - nodes: 47 - depth: 6 - hits: 719 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 719 - raw fitness: 719.0000 - standardized fitness: 719.0000 - adjusted fitness: 0.9986 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 TREE: - (/ (log (+ (/ (/ (exp major) - (- area 0.74673)) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ minor convex))) - (* (/ (+ minor 0.63483) - (log eccentricity)) - (/ (/ area convex) eccentricity))))) + (+ eccentricity -0.86855) === BEST-OF-RUN === current generation: 9 - generation: 9 - nodes: 39 - depth: 6 - hits: 724 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 TOP INDIVIDUAL: -- #1 -- - hits: 724 - raw fitness: 724.0000 - standardized fitness: 724.0000 + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 +TREE: + (+ eccentricity -0.86855) +=== BEST-OF-RUN === + current generation: 10 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 +TREE: + (+ eccentricity -0.86855) +=== BEST-OF-RUN === + current generation: 11 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 +TREE: + (+ eccentricity -0.86855) +=== BEST-OF-RUN === + current generation: 12 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 +TREE: + (+ eccentricity -0.86855) +=== BEST-OF-RUN === + current generation: 13 + generation: 1 + nodes: 3 + depth: 1 + hits: 662 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 662 + raw fitness: 662.0000 + standardized fitness: 662.0000 + adjusted fitness: 0.9985 +TREE: + (+ eccentricity -0.86855) +=== BEST-OF-RUN === + current generation: 14 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 adjusted fitness: 0.9986 TREE: - (/ (log (+ (/ (log major) - (+ (+ eccentricity extent) - (log -0.61570))) - (exp (* (- convex eccentricity) - (+ extent eccentricity))))) - (/ convex - (* (exp (- (/ perimeter extent) - (/ -0.39868 convex))) - (* (log extent) - (/ (/ area convex) eccentricity))))) + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 15 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 16 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 17 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 18 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 19 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 20 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 21 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 22 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 23 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 24 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 25 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 26 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 27 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 28 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 29 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 30 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 31 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 32 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 33 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 34 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 35 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 36 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 37 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 38 + generation: 14 + nodes: 45 + depth: 9 + hits: 694 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 694 + raw fitness: 694.0000 + standardized fitness: 694.0000 + adjusted fitness: 0.9986 +TREE: + (- (- (+ (* extent + (- (+ area major) area)) eccentricity) + (- -0.51894 convex)) + (* (- (+ (/ -0.83333 minor) + (+ (exp (- (+ major + (- perimeter minor)) + (+ (+ extent area) convex))) minor)) + (exp area)) + (+ (* (/ perimeter eccentricity) -0.31020) + (* eccentricity major)))) +=== BEST-OF-RUN === + current generation: 39 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 40 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 41 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 42 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 43 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 44 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 45 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 46 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 47 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 48 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 49 + generation: 39 + nodes: 9 + depth: 4 + hits: 775 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 775 + raw fitness: 775.0000 + standardized fitness: 775.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ eccentricity perimeter)))) +=== BEST-OF-RUN === + current generation: 50 + generation: 50 + nodes: 9 + depth: 4 + hits: 778 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 778 + raw fitness: 778.0000 + standardized fitness: 778.0000 + adjusted fitness: 0.9987 +TREE: + (log (* (exp eccentricity) + (/ major + (+ extent perimeter)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_0/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_0/regress.prg index f609098..be80d53 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_0/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_0/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 17192.00000, perimeter = 528.34198, major_axis_length = 222.94994, minor_axis_length = 99.09267, eccentricity = 0.89580, convex_area = 17457.00000, extent = 0.62891, type = C - area = 12714.00000, perimeter = 434.11801, major_axis_length = 169.25522, minor_axis_length = 96.89130, eccentricity = 0.81993, convex_area = 12993.00000, extent = 0.74195, type = O - area = 13677.00000, perimeter = 467.24799, major_axis_length = 191.01180, minor_axis_length = 91.82099, eccentricity = 0.87688, convex_area = 13901.00000, extent = 0.65503, type = O - area = 12188.00000, perimeter = 441.28299, major_axis_length = 181.47725, minor_axis_length = 86.31769, eccentricity = 0.87964, convex_area = 12364.00000, extent = 0.60146, type = O - area = 15004.00000, perimeter = 506.94400, major_axis_length = 218.60362, minor_axis_length = 88.09037, eccentricity = 0.91521, convex_area = 15277.00000, extent = 0.71488, type = C - area = 12581.00000, perimeter = 439.15500, major_axis_length = 171.12390, minor_axis_length = 95.38031, eccentricity = 0.83026, convex_area = 12858.00000, extent = 0.69574, type = O - area = 12061.00000, perimeter = 432.68900, major_axis_length = 174.20279, minor_axis_length = 90.06543, eccentricity = 0.85598, convex_area = 12378.00000, extent = 0.62801, type = O - area = 12831.00000, perimeter = 446.63101, major_axis_length = 181.87178, minor_axis_length = 90.23387, eccentricity = 0.86824, convex_area = 13061.00000, extent = 0.66996, type = O - area = 12780.00000, perimeter = 448.66101, major_axis_length = 181.93517, minor_axis_length = 90.70711, eccentricity = 0.86685, convex_area = 13038.00000, extent = 0.60736, type = O - area = 14517.00000, perimeter = 488.32401, major_axis_length = 196.16449, minor_axis_length = 95.58290, eccentricity = 0.87326, convex_area = 14976.00000, extent = 0.59513, type = C - area = 11531.00000, perimeter = 445.73901, major_axis_length = 187.97710, minor_axis_length = 79.08083, eccentricity = 0.90720, convex_area = 11918.00000, extent = 0.60543, type = O - area = 10620.00000, perimeter = 404.93201, major_axis_length = 164.52055, minor_axis_length = 83.29569, eccentricity = 0.86236, convex_area = 10863.00000, extent = 0.76184, type = O - area = 17246.00000, perimeter = 540.54199, major_axis_length = 225.98886, minor_axis_length = 98.57315, eccentricity = 0.89986, convex_area = 17704.00000, extent = 0.57393, type = C - area = 13154.00000, perimeter = 451.56201, major_axis_length = 179.95360, minor_axis_length = 94.31381, eccentricity = 0.85166, convex_area = 13428.00000, extent = 0.65022, type = O - area = 16654.00000, perimeter = 519.03601, major_axis_length = 217.24971, minor_axis_length = 98.99957, eccentricity = 0.89014, convex_area = 16976.00000, extent = 0.76338, type = C - area = 9330.00000, perimeter = 391.16599, major_axis_length = 161.42542, minor_axis_length = 74.86388, eccentricity = 0.88596, convex_area = 9624.00000, extent = 0.57635, type = O - area = 11287.00000, perimeter = 421.99301, major_axis_length = 176.18260, minor_axis_length = 82.72874, eccentricity = 0.88290, convex_area = 11469.00000, extent = 0.81642, type = O - 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minor_axis_length = 94.12496, eccentricity = 0.88609, convex_area = 15111.00000, extent = 0.79213, type = C - area = 12835.00000, perimeter = 481.50299, major_axis_length = 212.53754, minor_axis_length = 77.45262, eccentricity = 0.93124, convex_area = 13055.00000, extent = 0.51195, type = C - area = 12054.00000, perimeter = 439.65900, major_axis_length = 184.57616, minor_axis_length = 84.05714, eccentricity = 0.89028, convex_area = 12227.00000, extent = 0.73228, type = O - area = 14184.00000, perimeter = 479.23401, major_axis_length = 197.46431, minor_axis_length = 92.07521, eccentricity = 0.88463, convex_area = 14537.00000, extent = 0.60383, type = C - area = 13079.00000, perimeter = 436.04501, major_axis_length = 174.89232, minor_axis_length = 95.94195, eccentricity = 0.83610, convex_area = 13228.00000, extent = 0.77258, type = O - area = 8709.00000, perimeter = 383.52701, major_axis_length = 164.19389, minor_axis_length = 67.93288, eccentricity = 0.91040, convex_area = 8873.00000, 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14974.00000, perimeter = 498.62500, major_axis_length = 210.92395, minor_axis_length = 90.90400, eccentricity = 0.90236, convex_area = 15212.00000, extent = 0.64090, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_0/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_0/regress.stt index 2c6dc42..af8cc95 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_0/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_0/regress.stt @@ -1,11 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9681 0.9986 0.0000 16.980 3.344 57 6 60 6 0.9681 0.9986 0.0000 16.980 3.344 57 6 60 6 -1 0 0.9917 0.9986 0.0000 14.852 3.292 57 6 40 5 0.9799 0.9986 0.0000 15.916 3.318 57 6 60 6 -2 0 0.9955 0.9986 0.0000 13.794 3.324 57 6 19 5 0.9851 0.9986 0.0000 15.209 3.320 57 6 60 6 -3 0 0.9930 0.9986 0.0000 12.915 3.217 57 6 62 7 0.9871 0.9986 0.0000 14.635 3.294 57 6 60 6 -4 0 0.9955 0.9986 0.0000 12.751 3.285 47 6 12 5 0.9888 0.9986 0.0000 14.258 3.292 47 6 60 6 -5 0 0.9967 0.9986 0.0000 11.955 3.257 47 6 29 5 0.9901 0.9986 0.0000 13.875 3.287 47 6 60 6 -6 0 0.9942 0.9986 0.0000 10.859 3.072 47 6 61 8 0.9907 0.9986 0.0000 13.444 3.256 47 6 60 6 -7 0 0.9955 0.9986 0.0000 10.311 3.009 47 6 8 4 0.9913 0.9986 0.0000 13.052 3.225 47 6 60 6 -8 0 0.9955 0.9986 0.0000 10.215 2.917 47 6 12 4 0.9918 0.9986 0.0000 12.737 3.191 47 6 60 6 -9 0 0.9955 0.9986 0.0000 9.835 2.921 39 6 30 8 0.9921 0.9986 0.0000 12.447 3.164 39 6 60 6 +0 0 0.9600 0.9982 0.0000 18.165 3.380 7 3 83 6 0.9600 0.9982 0.0000 18.165 3.380 7 3 83 6 +1 0 0.9880 0.9985 0.0000 16.422 3.414 3 1 38 6 0.9740 0.9985 0.0000 17.294 3.397 3 1 83 6 +2 0 0.9918 0.9985 0.0000 15.964 3.476 3 1 131 9 0.9799 0.9985 0.0000 16.850 3.423 3 1 83 6 +3 0 0.9943 0.9985 0.0000 15.729 3.623 3 1 48 7 0.9835 0.9985 0.0000 16.570 3.473 3 1 83 6 +4 0 0.9955 0.9985 0.0000 14.881 3.521 3 1 23 5 0.9859 0.9985 0.0000 16.232 3.483 3 1 83 6 +5 0 0.9918 0.9985 0.0000 14.135 3.373 3 1 57 8 0.9869 0.9985 0.0000 15.883 3.464 3 1 83 6 +6 0 0.9955 0.9985 0.0000 12.531 3.151 3 1 55 6 0.9881 0.9985 0.0000 15.404 3.420 3 1 83 6 +7 0 0.9930 0.9985 0.0000 12.502 3.203 3 1 83 8 0.9888 0.9985 0.0000 15.041 3.393 3 1 83 6 +8 0 0.9968 0.9985 0.0000 11.319 3.131 3 1 76 9 0.9897 0.9985 0.0000 14.628 3.363 3 1 83 6 +9 0 0.9980 0.9985 0.9976 10.704 3.026 3 1 5 2 0.9905 0.9985 0.0000 14.235 3.330 3 1 83 6 +10 0 0.9980 0.9985 0.9976 10.470 2.970 3 1 5 3 0.9912 0.9985 0.0000 13.893 3.297 3 1 83 6 +11 0 0.9943 0.9985 0.0000 10.245 2.970 3 1 7 3 0.9914 0.9985 0.0000 13.589 3.270 3 1 83 6 +12 0 0.9968 0.9985 0.0000 10.026 3.019 3 1 17 6 0.9918 0.9985 0.0000 13.315 3.250 3 1 83 6 +13 0 0.9968 0.9985 0.0000 9.304 2.962 3 1 13 4 0.9922 0.9985 0.0000 13.028 3.230 3 1 83 6 +14 0 0.9943 0.9986 0.0000 8.164 2.805 45 9 26 8 0.9923 0.9986 0.0000 12.704 3.202 45 9 83 6 +15 0 0.9955 0.9986 0.0000 7.465 2.685 45 9 21 6 0.9925 0.9986 0.0000 12.377 3.169 45 9 83 6 +16 0 0.9968 0.9986 0.0000 7.345 2.644 45 9 47 11 0.9928 0.9986 0.0000 12.081 3.138 45 9 83 6 +17 0 0.9943 0.9986 0.0000 7.683 2.779 45 9 10 5 0.9929 0.9986 0.0000 11.836 3.118 45 9 83 6 +18 0 0.9968 0.9986 0.0000 6.884 2.599 45 9 17 9 0.9931 0.9986 0.0000 11.576 3.091 45 9 83 6 +19 0 0.9968 0.9986 0.0000 7.018 2.605 45 9 24 10 0.9933 0.9986 0.0000 11.348 3.067 45 9 83 6 +20 0 0.9930 0.9986 0.0000 7.044 2.594 45 9 8 4 0.9933 0.9986 0.0000 11.143 3.044 45 9 83 6 +21 0 0.9965 0.9986 0.0000 6.418 2.410 45 9 20 5 0.9934 0.9986 0.0000 10.928 3.015 45 9 83 6 +22 0 0.9980 0.9986 0.9967 6.344 2.395 45 9 20 5 0.9936 0.9986 0.0000 10.729 2.988 45 9 83 6 +23 0 0.9955 0.9986 0.0000 6.310 2.359 45 9 34 7 0.9937 0.9986 0.0000 10.545 2.962 45 9 83 6 +24 0 0.9968 0.9986 0.0000 6.286 2.312 45 9 5 2 0.9938 0.9986 0.0000 10.374 2.936 45 9 83 6 +25 0 0.9980 0.9986 0.9966 5.900 2.195 45 9 33 7 0.9940 0.9986 0.0000 10.202 2.908 45 9 83 6 +26 0 0.9968 0.9986 0.0000 6.030 2.300 45 9 13 4 0.9941 0.9986 0.0000 10.048 2.885 45 9 83 6 +27 0 0.9981 0.9986 0.9977 6.154 2.333 45 9 5 2 0.9942 0.9986 0.0000 9.909 2.865 45 9 83 6 +28 0 0.9981 0.9986 0.9967 6.489 2.369 45 9 25 5 0.9944 0.9986 0.0000 9.791 2.848 45 9 83 6 +29 0 0.9967 0.9986 0.0000 6.343 2.290 45 9 37 7 0.9944 0.9986 0.0000 9.676 2.830 45 9 83 6 +30 0 0.9980 0.9986 0.9444 6.325 2.294 45 9 18 7 0.9945 0.9986 0.0000 9.568 2.812 45 9 83 6 +31 0 0.9968 0.9986 0.0000 5.634 2.130 45 9 40 9 0.9946 0.9986 0.0000 9.445 2.791 45 9 83 6 +32 0 0.9968 0.9986 0.0000 5.412 1.996 45 9 35 9 0.9947 0.9986 0.0000 9.322 2.767 45 9 83 6 +33 0 0.9968 0.9986 0.0000 5.621 2.041 45 9 11 4 0.9947 0.9986 0.0000 9.214 2.746 45 9 83 6 +34 0 0.9981 0.9986 0.9979 4.994 1.896 45 9 20 8 0.9948 0.9986 0.0000 9.093 2.721 45 9 83 6 +35 0 0.9980 0.9986 0.9965 5.157 1.934 45 9 3 1 0.9949 0.9986 0.0000 8.984 2.700 45 9 83 6 +36 0 0.9980 0.9986 0.9971 5.359 1.933 45 9 11 4 0.9950 0.9986 0.0000 8.886 2.679 45 9 83 6 +37 0 0.9980 0.9986 0.9965 5.652 1.989 45 9 5 3 0.9951 0.9986 0.0000 8.801 2.661 45 9 83 6 +38 0 0.9980 0.9986 0.9956 5.811 2.053 45 9 27 5 0.9952 0.9986 0.0000 8.724 2.645 45 9 83 6 +39 0 0.9981 0.9987 0.9979 5.803 2.033 9 4 5 2 0.9952 0.9987 0.0000 8.651 2.630 9 4 83 6 +40 0 0.9980 0.9987 0.9979 5.176 1.864 9 4 9 4 0.9953 0.9987 0.0000 8.566 2.611 9 4 83 6 +41 0 0.9968 0.9987 0.0000 4.715 1.728 9 4 42 9 0.9953 0.9987 0.0000 8.475 2.590 9 4 83 6 +42 0 0.9980 0.9987 0.9979 4.567 1.725 9 4 5 3 0.9954 0.9987 0.0000 8.384 2.570 9 4 83 6 +43 0 0.9980 0.9987 0.9979 4.814 1.794 9 4 1 0 0.9955 0.9987 0.0000 8.303 2.552 9 4 83 6 +44 0 0.9980 0.9987 0.9978 4.982 1.846 9 4 3 1 0.9955 0.9987 0.0000 8.229 2.537 9 4 83 6 +45 0 0.9980 0.9987 0.9979 5.032 1.901 9 4 3 1 0.9956 0.9987 0.0000 8.159 2.523 9 4 83 6 +46 0 0.9968 0.9987 0.0000 4.906 1.812 9 4 12 4 0.9956 0.9987 0.0000 8.090 2.508 9 4 83 6 +47 0 0.9980 0.9987 0.9979 4.874 1.799 9 4 7 3 0.9957 0.9987 0.0000 8.023 2.493 9 4 83 6 +48 0 0.9968 0.9987 0.0000 5.106 1.924 9 4 12 5 0.9957 0.9987 0.0000 7.964 2.481 9 4 83 6 +49 0 0.9980 0.9987 0.9972 4.987 1.854 9 4 13 4 0.9957 0.9987 0.0000 7.904 2.469 9 4 83 6 +50 0 0.9980 0.9987 0.9977 4.957 1.806 9 4 11 4 0.9958 0.9987 0.0000 7.846 2.456 9 4 83 6 diff --git a/cmake-build-relwithdebinfo-addrsan/run_0/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_0/regress.sys index 112fecd..ae19e6f 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_0/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_0/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 3233. + no random number seed specfied; using 6056. creating initial population(s): - 1093 trees were generated to fill the population of 800 (800 trees). + 1108 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -38,7 +38,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 6. evaluation complete. (0s wall) @@ -52,21 +52,143 @@ no checkpointing will be done. === generation 9. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 10. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 11. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 12. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 13. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 14. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 2969639 - freed: 2921639 + allocated: 10174114 + freed: 10126114 not freed: 48000 - max allocated: 447598 - malloc'ed blocks: 37057 + max allocated: 466022 + malloc'ed blocks: 146436 realloc'ed blocks: 7 - free'ed blocks: 37051 + free'ed blocks: 146430 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -74,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1383 - freed: 1383 + used: 3783 + freed: 3783 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_1/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_1/regress.bst index 4e9b83a..9f54b39 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_1/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_1/regress.bst @@ -1,27 +1,21 @@ === BEST-OF-RUN === - generation: 45 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 874 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 874 - raw fitness: 874.0000 - standardized fitness: 874.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) TREE-equ: -y = (((convex / (perimeter / perimeter)) + (log(eccentricity) - (convex * minor))) / (exp((minor / ((minor / area) - log(eccentricity)))) - (exp(perimeter) / (eccentricity / (extent / area))))) +y = log(log(((area + major) / (((area - major) - area) * (major - log(perimeter)))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_1/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_1/regress.fn index 6e83d02..fd8e4d7 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_1/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_1/regress.fn @@ -1,21 +1,15 @@ -Hits: 2485, Total Size: 2810, Percent Hit: 88.434164 -CC: 1014 -CO: 117 -OO: 1471 -OC: 208 -Fitness: 0.998857 -Hits: 874 +Hits: 2245, Total Size: 2810, Percent Hit: 79.893238 +CC: 902 +CO: 222 +OO: 1343 +OC: 343 +Fitness: 0.998723 +Hits: 782 -y = (((convex / (perimeter / perimeter)) + (log(eccentricity) - (convex * minor))) / (exp((minor / ((minor / area) - log(eccentricity)))) - (exp(perimeter) / (eccentricity / (extent / area))))) +y = log(log(((area + major) / (((area - major) - area) * (major - log(perimeter)))))) - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_1/regress.his b/cmake-build-relwithdebinfo-addrsan/run_1/regress.his index 0f34461..7417688 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_1/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_1/regress.his @@ -1,1322 +1,1037 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 25 + nodes: 43 depth: 5 - hits: 634 + hits: 641 TOP INDIVIDUAL: -- #1 -- - hits: 634 - raw fitness: 634.0000 - standardized fitness: 634.0000 + hits: 641 + raw fitness: 641.0000 + standardized fitness: 641.0000 adjusted fitness: 0.9984 TREE: - (- (log (log (* (exp major) - (- eccentricity eccentricity)))) - (exp (+ (- (+ area minor) - (+ area convex)) - (- (- convex extent) - (/ perimeter extent))))) + (- (/ (log (exp (+ perimeter major))) + (log (* (/ convex eccentricity) + (exp extent)))) + (+ (+ (- (- major area) + (* major extent)) + (+ (+ eccentricity convex) + (log area))) + (* (- (+ 0.60487 major) + (log convex)) + (* (* -0.13477 extent) + (/ minor area))))) === BEST-OF-RUN === current generation: 1 generation: 1 - nodes: 14 - depth: 3 - hits: 675 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 675 - raw fitness: 675.0000 - standardized fitness: 675.0000 - adjusted fitness: 0.9985 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (+ (+ (* minor eccentricity) - (log convex)) - (- (/ -0.55345 convex) - (+ extent minor))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 2 generation: 1 - nodes: 14 - depth: 3 - hits: 675 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 675 - raw fitness: 675.0000 - standardized fitness: 675.0000 - adjusted fitness: 0.9985 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (+ (+ (* minor eccentricity) - (log convex)) - (- (/ -0.55345 convex) - (+ extent minor))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 3 generation: 1 - nodes: 14 - depth: 3 - hits: 675 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 675 - raw fitness: 675.0000 - standardized fitness: 675.0000 - adjusted fitness: 0.9985 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (+ (+ (* minor eccentricity) - (log convex)) - (- (/ -0.55345 convex) - (+ extent minor))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 4 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 5 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 6 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 7 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 8 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 9 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 10 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 11 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 12 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 13 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 14 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 15 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 1 + nodes: 17 + depth: 5 + hits: 709 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 709 + raw fitness: 709.0000 + standardized fitness: 709.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (* major + (/ (/ (* perimeter perimeter) + (log eccentricity)) + (* (- area perimeter) + (+ area convex))))) === BEST-OF-RUN === current generation: 16 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 16 + nodes: 12 + depth: 4 + hits: 734 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (+ (+ (log extent) + (/ (- eccentricity extent) 0.55686)) + (/ extent minor)) === BEST-OF-RUN === current generation: 17 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 16 + nodes: 12 + depth: 4 + hits: 734 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (+ (+ (log extent) + (/ (- eccentricity extent) 0.55686)) + (/ extent minor)) === BEST-OF-RUN === current generation: 18 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 16 + nodes: 12 + depth: 4 + hits: 734 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (+ (+ (log extent) + (/ (- eccentricity extent) 0.55686)) + (/ extent minor)) === BEST-OF-RUN === current generation: 19 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 16 + nodes: 12 + depth: 4 + hits: 734 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (+ (+ (log extent) + (/ (- eccentricity extent) 0.55686)) + (/ extent minor)) === BEST-OF-RUN === current generation: 20 - generation: 4 - nodes: 31 - depth: 6 - hits: 848 + generation: 16 + nodes: 12 + depth: 4 + hits: 734 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (+ (+ (log extent) + (/ (- eccentricity extent) 0.55686)) + (/ extent minor)) === BEST-OF-RUN === current generation: 21 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 22 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 23 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 24 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 25 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 26 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 27 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 28 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 29 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 30 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 31 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 32 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 33 - generation: 4 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 848 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 848 - raw fitness: 848.0000 - standardized fitness: 848.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ 0.41828 area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 34 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 35 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 36 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 37 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 38 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 39 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 40 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 41 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 42 - generation: 34 - nodes: 37 - depth: 8 - hits: 849 + generation: 21 + nodes: 16 + depth: 6 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 849 - raw fitness: 849.0000 - standardized fitness: 849.0000 - adjusted fitness: 0.9988 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex - (/ minor minor)))) - (- (exp (/ minor - (- (/ (log (* minor -0.73972)) - (exp perimeter)) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 43 - generation: 43 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 873 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 873 - raw fitness: 873.0000 - standardized fitness: 873.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 44 - generation: 43 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 873 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 873 - raw fitness: 873.0000 - standardized fitness: 873.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (+ extent eccentricity))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 45 - generation: 45 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 874 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 874 - raw fitness: 874.0000 - standardized fitness: 874.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 46 - generation: 45 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 874 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 874 - raw fitness: 874.0000 - standardized fitness: 874.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 47 - generation: 45 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 874 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 874 - raw fitness: 874.0000 - standardized fitness: 874.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 48 - generation: 45 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 874 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 874 - raw fitness: 874.0000 - standardized fitness: 874.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 49 - generation: 45 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 874 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 874 - raw fitness: 874.0000 - standardized fitness: 874.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) === BEST-OF-RUN === current generation: 50 - generation: 45 - nodes: 31 + generation: 21 + nodes: 16 depth: 6 - hits: 874 + hits: 782 TOP INDIVIDUAL: -- #1 -- - hits: 874 - raw fitness: 874.0000 - standardized fitness: 874.0000 - adjusted fitness: 0.9989 + hits: 782 + raw fitness: 782.0000 + standardized fitness: 782.0000 + adjusted fitness: 0.9987 TREE: - (/ (+ (/ convex - (/ perimeter perimeter)) - (- (log eccentricity) - (* convex minor))) - (- (exp (/ minor - (- (/ minor area) - (log eccentricity)))) - (/ (exp perimeter) - (/ eccentricity - (/ extent area))))) + (log (log (/ (+ area major) + (* (- (- area major) area) + (- major + (log perimeter)))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_1/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_1/regress.prg index 50fb4ec..e5a51ee 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_1/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_1/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 12638.00000, perimeter = 454.56100, major_axis_length = 187.56937, minor_axis_length = 86.98496, eccentricity = 0.88597, convex_area = 12902.00000, extent = 0.76859, type = O - area = 11969.00000, perimeter = 431.12900, major_axis_length = 177.24332, minor_axis_length = 86.83843, eccentricity = 0.87176, convex_area = 12135.00000, extent = 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12089.00000, perimeter = 439.49200, major_axis_length = 183.57666, minor_axis_length = 84.69468, eccentricity = 0.88721, convex_area = 12302.00000, extent = 0.81451, type = C + area = 14723.00000, perimeter = 491.05499, major_axis_length = 204.17567, minor_axis_length = 93.06549, eccentricity = 0.89008, convex_area = 15021.00000, extent = 0.57568, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_1/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_1/regress.stt index 9b4975f..423daa1 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_1/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_1/regress.stt @@ -1,52 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9543 0.9984 0.0000 18.375 3.516 25 5 49 6 0.9543 0.9984 0.0000 18.375 3.516 25 5 49 6 -1 0 0.9905 0.9985 0.0000 16.954 3.579 14 3 39 6 0.9724 0.9985 0.0000 17.664 3.547 14 3 49 6 -2 0 0.9943 0.9985 0.0000 16.325 3.663 14 3 52 8 0.9797 0.9985 0.0000 17.218 3.586 14 3 49 6 -3 0 0.9955 0.9985 0.0000 15.887 3.697 14 3 35 8 0.9837 0.9985 0.0000 16.885 3.614 14 3 49 6 -4 0 0.9943 0.9988 0.0000 15.768 3.740 31 6 15 6 0.9858 0.9988 0.0000 16.662 3.639 31 6 49 6 -5 0 0.9893 0.9988 0.0000 15.949 3.913 31 6 11 4 0.9864 0.9988 0.0000 16.543 3.685 31 6 49 6 -6 0 0.9955 0.9988 0.0000 14.579 3.749 31 6 53 9 0.9877 0.9988 0.0000 16.262 3.694 31 6 49 6 -7 0 0.9918 0.9988 0.0000 14.235 3.784 31 6 30 9 0.9882 0.9988 0.0000 16.009 3.705 31 6 49 6 -8 0 0.9968 0.9988 0.0000 12.447 3.658 31 6 11 5 0.9891 0.9988 0.0000 15.613 3.700 31 6 49 6 -9 0 0.9967 0.9988 0.0000 11.876 3.585 31 6 55 10 0.9899 0.9988 0.0000 15.239 3.688 31 6 49 6 -10 0 0.9977 0.9988 0.7500 11.361 3.447 31 6 37 7 0.9906 0.9988 0.0000 14.887 3.666 31 6 49 6 -11 0 0.9955 0.9988 0.0000 10.963 3.373 31 6 33 7 0.9910 0.9988 0.0000 14.560 3.642 31 6 49 6 -12 0 0.9980 0.9988 0.9973 9.976 3.225 31 6 14 6 0.9915 0.9988 0.0000 14.207 3.610 31 6 49 6 -13 0 0.9968 0.9988 0.0000 9.305 3.111 31 6 30 7 0.9919 0.9988 0.0000 13.857 3.574 31 6 49 6 -14 0 0.9968 0.9988 0.0000 9.289 3.138 31 6 11 4 0.9922 0.9988 0.0000 13.553 3.545 31 6 49 6 -15 0 0.9980 0.9988 0.9630 8.964 3.098 31 6 38 7 0.9926 0.9988 0.0000 13.266 3.517 31 6 49 6 -16 0 0.9968 0.9988 0.0000 8.787 3.134 31 6 32 11 0.9928 0.9988 0.0000 13.002 3.495 31 6 49 6 -17 0 0.9980 0.9988 0.9972 8.346 3.002 31 6 16 6 0.9931 0.9988 0.0000 12.744 3.467 31 6 49 6 -18 0 0.9968 0.9988 0.0000 7.529 2.739 31 6 32 12 0.9933 0.9988 0.0000 12.469 3.429 31 6 49 6 -19 0 0.9980 0.9988 0.9967 7.384 2.647 31 6 10 5 0.9936 0.9988 0.0000 12.215 3.390 31 6 49 6 -20 0 0.9980 0.9988 0.9972 7.249 2.592 31 6 34 7 0.9938 0.9988 0.0000 11.978 3.352 31 6 49 6 -21 0 0.9980 0.9988 0.9972 7.414 2.684 31 6 30 7 0.9940 0.9988 0.0000 11.771 3.321 31 6 49 6 -22 0 0.9955 0.9988 0.0000 7.669 2.757 31 6 18 6 0.9940 0.9988 0.0000 11.593 3.297 31 6 49 6 -23 0 0.9980 0.9988 0.9972 7.685 2.804 31 6 32 6 0.9942 0.9988 0.0000 11.430 3.276 31 6 49 6 -24 0 0.9968 0.9988 0.0000 7.611 2.797 31 6 12 5 0.9943 0.9988 0.0000 11.277 3.257 31 6 49 6 -25 0 0.9968 0.9988 0.0000 7.260 2.744 31 6 16 7 0.9944 0.9988 0.0000 11.123 3.237 31 6 49 6 -26 0 0.9968 0.9988 0.0000 6.952 2.612 31 6 9 4 0.9945 0.9988 0.0000 10.968 3.214 31 6 49 6 -27 0 0.9980 0.9988 0.9976 6.430 2.498 31 6 6 3 0.9946 0.9988 0.0000 10.806 3.189 31 6 49 6 -28 0 0.9980 0.9988 0.9980 6.286 2.461 31 6 4 2 0.9947 0.9988 0.0000 10.650 3.164 31 6 49 6 -29 0 0.9980 0.9988 0.9980 6.475 2.520 31 6 18 8 0.9948 0.9988 0.0000 10.511 3.142 31 6 49 6 -30 0 0.9980 0.9988 0.9978 6.101 2.371 31 6 6 3 0.9949 0.9988 0.0000 10.369 3.117 31 6 49 6 -31 0 0.9980 0.9988 0.9980 6.250 2.450 31 6 2 1 0.9950 0.9988 0.0000 10.240 3.096 31 6 49 6 -32 0 0.9980 0.9988 0.9973 6.082 2.348 31 6 36 7 0.9951 0.9988 0.0000 10.114 3.074 31 6 49 6 -33 0 0.9968 0.9988 0.0000 6.067 2.335 31 6 20 5 0.9952 0.9988 0.0000 9.995 3.052 31 6 49 6 -34 0 0.9980 0.9988 0.9978 5.800 2.185 37 8 5 2 0.9952 0.9988 0.0000 9.875 3.027 37 8 49 6 -35 0 0.9980 0.9988 0.9978 5.662 2.131 37 8 5 2 0.9953 0.9988 0.0000 9.758 3.002 37 8 49 6 -36 0 0.9968 0.9988 0.0000 5.334 2.013 37 8 22 8 0.9954 0.9988 0.0000 9.639 2.976 37 8 49 6 -37 0 0.9980 0.9988 0.9979 5.250 1.938 37 8 5 3 0.9954 0.9988 0.0000 9.523 2.948 37 8 49 6 -38 0 0.9980 0.9988 0.9979 5.254 1.985 37 8 3 1 0.9955 0.9988 0.0000 9.414 2.924 37 8 49 6 -39 0 0.9980 0.9988 0.9980 5.041 1.849 37 8 16 6 0.9956 0.9988 0.0000 9.304 2.897 37 8 49 6 -40 0 0.9980 0.9988 0.9973 5.139 1.921 37 8 5 2 0.9956 0.9988 0.0000 9.203 2.873 37 8 49 6 -41 0 0.9968 0.9988 0.0000 5.147 1.966 37 8 10 4 0.9956 0.9988 0.0000 9.106 2.851 37 8 49 6 -42 0 0.9980 0.9988 0.9979 5.093 1.954 37 8 12 4 0.9957 0.9988 0.0000 9.013 2.830 37 8 49 6 -43 0 0.9968 0.9989 0.0000 5.391 1.996 31 6 11 4 0.9957 0.9989 0.0000 8.931 2.812 31 6 49 6 -44 0 0.9980 0.9989 0.9980 5.389 1.986 31 6 16 6 0.9958 0.9989 0.0000 8.852 2.793 31 6 49 6 -45 0 0.9980 0.9989 0.9980 5.415 1.971 31 6 5 2 0.9958 0.9989 0.0000 8.777 2.775 31 6 49 6 -46 0 0.9968 0.9989 0.0000 5.639 2.083 31 6 15 5 0.9958 0.9989 0.0000 8.710 2.761 31 6 49 6 -47 0 0.9980 0.9989 0.9955 5.554 2.035 31 6 3 1 0.9959 0.9989 0.0000 8.645 2.745 31 6 49 6 -48 0 0.9980 0.9989 0.9811 5.771 2.169 31 6 33 6 0.9959 0.9989 0.0000 8.586 2.734 31 6 49 6 -49 0 0.9980 0.9989 0.9811 5.684 2.120 31 6 22 6 0.9960 0.9989 0.0000 8.528 2.721 31 6 49 6 -50 0 0.9980 0.9989 0.9977 5.393 2.020 31 6 12 5 0.9960 0.9989 0.0000 8.466 2.708 31 6 49 6 +0 0 0.9667 0.9984 0.0000 17.809 3.370 43 5 37 6 0.9667 0.9984 0.0000 17.809 3.370 43 5 37 6 +1 0 0.9929 0.9986 0.0000 16.479 3.498 17 5 45 7 0.9798 0.9986 0.0000 17.144 3.434 17 5 37 6 +2 0 0.9918 0.9986 0.0000 15.450 3.516 17 5 25 8 0.9838 0.9986 0.0000 16.579 3.461 17 5 37 6 +3 0 0.9943 0.9986 0.0000 14.484 3.555 17 5 8 4 0.9864 0.9986 0.0000 16.055 3.485 17 5 37 6 +4 0 0.9955 0.9986 0.0000 12.617 3.304 17 5 49 9 0.9882 0.9986 0.0000 15.368 3.449 17 5 37 6 +5 0 0.9980 0.9986 0.9980 12.651 3.377 17 5 32 5 0.9899 0.9986 0.0000 14.915 3.437 17 5 37 6 +6 0 0.9930 0.9986 0.0000 12.020 3.344 17 5 24 8 0.9903 0.9986 0.0000 14.501 3.423 17 5 37 6 +7 0 0.9955 0.9986 0.0000 10.621 3.090 17 5 22 5 0.9910 0.9986 0.0000 14.016 3.382 17 5 37 6 +8 0 0.9955 0.9986 0.0000 10.115 2.989 17 5 16 5 0.9915 0.9986 0.0000 13.583 3.338 17 5 37 6 +9 0 0.9968 0.9986 0.0000 9.919 3.033 17 5 86 12 0.9920 0.9986 0.0000 13.216 3.308 17 5 37 6 +10 0 0.9968 0.9986 0.0000 9.088 2.896 17 5 23 6 0.9924 0.9986 0.0000 12.841 3.270 17 5 37 6 +11 0 0.9980 0.9986 0.9973 8.811 2.877 17 5 14 5 0.9929 0.9986 0.0000 12.505 3.237 17 5 37 6 +12 0 0.9968 0.9986 0.0000 9.001 2.904 17 5 15 5 0.9932 0.9986 0.0000 12.236 3.212 17 5 37 6 +13 0 0.9967 0.9986 0.0000 8.426 2.728 17 5 66 9 0.9934 0.9986 0.0000 11.964 3.177 17 5 37 6 +14 0 0.9980 0.9986 0.9965 7.701 2.574 17 5 29 7 0.9938 0.9986 0.0000 11.680 3.137 17 5 37 6 +15 0 0.9968 0.9986 0.0000 7.599 2.546 17 5 11 5 0.9939 0.9986 0.0000 11.424 3.100 17 5 37 6 +16 0 0.9968 0.9986 0.0000 6.864 2.411 12 4 61 9 0.9941 0.9986 0.0000 11.156 3.059 12 4 37 6 +17 0 0.9980 0.9986 0.9977 6.419 2.308 12 4 4 3 0.9943 0.9986 0.0000 10.893 3.018 12 4 37 6 +18 0 0.9980 0.9986 0.9970 6.011 2.236 12 4 14 5 0.9945 0.9986 0.0000 10.636 2.977 12 4 37 6 +19 0 0.9980 0.9986 0.9977 5.928 2.209 12 4 4 3 0.9947 0.9986 0.0000 10.401 2.938 12 4 37 6 +20 0 0.9980 0.9986 0.9980 6.178 2.311 12 4 7 3 0.9949 0.9986 0.0000 10.200 2.908 12 4 37 6 +21 0 0.9968 0.9987 0.0000 5.756 2.190 16 6 21 8 0.9949 0.9987 0.0000 9.998 2.876 16 6 37 6 +22 0 0.9980 0.9987 0.9978 5.506 2.110 16 6 3 1 0.9951 0.9987 0.0000 9.802 2.842 16 6 37 6 +23 0 0.9980 0.9987 0.9977 5.603 2.151 16 6 10 5 0.9952 0.9987 0.0000 9.627 2.814 16 6 37 6 +24 0 0.9980 0.9987 0.9978 5.726 2.224 16 6 10 4 0.9953 0.9987 0.0000 9.471 2.790 16 6 37 6 +25 0 0.9980 0.9987 0.9980 5.674 2.174 16 6 2 1 0.9954 0.9987 0.0000 9.325 2.766 16 6 37 6 +26 0 0.9955 0.9987 0.0000 5.551 2.163 16 6 9 4 0.9954 0.9987 0.0000 9.185 2.744 16 6 37 6 +27 0 0.9980 0.9987 0.9978 5.522 2.116 16 6 10 4 0.9955 0.9987 0.0000 9.055 2.722 16 6 37 6 +28 0 0.9980 0.9987 0.9973 5.489 2.176 16 6 9 4 0.9956 0.9987 0.0000 8.932 2.703 16 6 37 6 +29 0 0.9955 0.9987 0.0000 5.548 2.190 16 6 14 5 0.9956 0.9987 0.0000 8.819 2.686 16 6 37 6 +30 0 0.9980 0.9987 0.9957 5.249 2.103 16 6 5 3 0.9957 0.9987 0.0000 8.704 2.667 16 6 37 6 +31 0 0.9968 0.9987 0.0000 4.779 1.909 16 6 7 3 0.9957 0.9987 0.0000 8.581 2.643 16 6 37 6 +32 0 0.9980 0.9987 0.9973 4.534 1.817 16 6 5 2 0.9958 0.9987 0.0000 8.458 2.618 16 6 37 6 +33 0 0.9980 0.9987 0.9978 4.381 1.745 16 6 6 3 0.9958 0.9987 0.0000 8.338 2.592 16 6 37 6 +34 0 0.9980 0.9987 0.9965 4.147 1.637 16 6 7 2 0.9959 0.9987 0.0000 8.219 2.565 16 6 37 6 +35 0 0.9980 0.9987 0.9973 4.026 1.597 16 6 13 4 0.9960 0.9987 0.0000 8.102 2.538 16 6 37 6 +36 0 0.9968 0.9987 0.0000 4.379 1.758 16 6 20 7 0.9960 0.9987 0.0000 8.002 2.517 16 6 37 6 +37 0 0.9980 0.9987 0.9976 4.315 1.738 16 6 5 2 0.9960 0.9987 0.0000 7.905 2.497 16 6 37 6 +38 0 0.9980 0.9987 0.9977 4.255 1.679 16 6 9 4 0.9961 0.9987 0.0000 7.811 2.476 16 6 37 6 +39 0 0.9980 0.9987 0.9977 4.281 1.683 16 6 6 3 0.9961 0.9987 0.0000 7.723 2.456 16 6 37 6 +40 0 0.9980 0.9987 0.9978 4.555 1.775 16 6 11 6 0.9962 0.9987 0.0000 7.646 2.439 16 6 37 6 +41 0 0.9980 0.9987 0.9978 4.562 1.755 16 6 3 1 0.9962 0.9987 0.0000 7.572 2.423 16 6 37 6 +42 0 0.9980 0.9987 0.9979 4.300 1.686 16 6 3 1 0.9963 0.9987 0.0000 7.496 2.406 16 6 37 6 +43 0 0.9980 0.9987 0.9980 4.031 1.590 16 6 3 1 0.9963 0.9987 0.0000 7.417 2.387 16 6 37 6 +44 0 0.9980 0.9987 0.9980 4.314 1.708 16 6 8 3 0.9963 0.9987 0.0000 7.348 2.372 16 6 37 6 +45 0 0.9980 0.9987 0.9978 4.344 1.704 16 6 7 3 0.9964 0.9987 0.0000 7.283 2.358 16 6 37 6 +46 0 0.9980 0.9987 0.9980 4.559 1.745 16 6 9 4 0.9964 0.9987 0.0000 7.225 2.345 16 6 37 6 +47 0 0.9980 0.9987 0.9975 4.330 1.694 16 6 5 3 0.9965 0.9987 0.0000 7.165 2.331 16 6 37 6 +48 0 0.9980 0.9987 0.9975 4.276 1.650 16 6 5 3 0.9965 0.9987 0.0000 7.106 2.317 16 6 37 6 +49 0 0.9968 0.9987 0.0000 4.380 1.702 16 6 10 4 0.9965 0.9987 0.0000 7.051 2.305 16 6 37 6 +50 0 0.9968 0.9987 0.0000 4.378 1.716 16 6 11 5 0.9965 0.9987 0.0000 6.999 2.293 16 6 37 6 diff --git a/cmake-build-relwithdebinfo-addrsan/run_1/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_1/regress.sys index c85813b..1fef751 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_1/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_1/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 2468. + no random number seed specfied; using 98. creating initial population(s): - 1120 trees were generated to fill the population of 800 (800 trees). + 1136 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -35,7 +35,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 4. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 5. evaluation complete. (0s wall) @@ -98,7 +98,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 25. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 26. evaluation complete. (0s wall) @@ -146,7 +146,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 41. - evaluation complete. (1s wall) + evaluation complete. (0s wall) breeding complete. (0s wall) === generation 42. evaluation complete. (0s wall) @@ -178,17 +178,17 @@ no checkpointing will be done. SYSTEM STATISTICS ------- memory ------- - allocated: 10602719 - freed: 10554719 + allocated: 9572971 + freed: 9524971 not freed: 48000 - max allocated: 470518 - malloc'ed blocks: 146261 + max allocated: 463980 + malloc'ed blocks: 145876 realloc'ed blocks: 7 - free'ed blocks: 146255 + free'ed blocks: 145870 ------- time ------- overall: 2s wall - evaluation: 1s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -196,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 3689 - freed: 3689 + used: 3641 + freed: 3641 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_2/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_2/regress.bst index f9d7525..2a75fe9 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_2/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_2/regress.bst @@ -1,33 +1,20 @@ === BEST-OF-RUN === - generation: 4 - nodes: 65 - depth: 7 - hits: 636 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 TOP INDIVIDUAL: -- #1 -- - hits: 636 - raw fitness: 636.0000 - standardized fitness: 636.0000 - adjusted fitness: 0.9984 + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 TREE: - (+ (/ (- (exp (- (+ eccentricity perimeter) - (exp perimeter))) - (log (+ (- minor major) - (- area area)))) - (- (log (- (/ extent major) - (+ eccentricity major))) - (exp convex))) - (- (log (/ (+ (- area - (/ extent major)) - (- minor convex)) - (exp (log minor)))) - (- (exp (/ (- convex area) - (* area extent))) - (* (/ (* convex perimeter) - (/ (exp area) -0.16825)) - (+ extent 0.93211))))) + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) TREE-equ: -y = (((exp(((eccentricity + perimeter) - exp(perimeter))) - log(((minor - major) + (area - area)))) / (log(((extent / major) - (eccentricity + major))) - exp(convex))) + (log((((area - (extent / major)) + (minor - convex)) / exp(log(minor)))) - (exp(((convex - area) / (area * extent))) - (((convex * perimeter) / (exp(area) / -0.16825)) * (extent + 0.93211))))) +y = ((exp(extent) * minor) / (eccentricity + log(exp(-0.88552)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_2/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_2/regress.fn index 0674b16..17fcf2f 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_2/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_2/regress.fn @@ -1,27 +1,14 @@ -Hits: 1912, Total Size: 2810, Percent Hit: 68.042705 -CC: 489 -CO: 650 -OO: 1423 -OC: 248 -Fitness: 0.998430 -Hits: 636 +Hits: 2145, Total Size: 2810, Percent Hit: 76.334520 +CC: 1012 +CO: 139 +OO: 1133 +OC: 526 +Fitness: 0.998741 +Hits: 793 -y = (((exp(((eccentricity + perimeter) - exp(perimeter))) - log(((minor - major) + (area - area)))) / (log(((extent / major) - (eccentricity + major))) - exp(convex))) + (log((((area - (extent / major)) + (minor - convex)) / exp(log(minor)))) - (exp(((convex - area) / (area * extent))) - (((convex * perimeter) / (exp(area) / -0.16825)) * (extent + 0.93211))))) +y = ((exp(extent) * minor) / (eccentricity + log(exp(-0.88552)))) - (+ (/ (- (exp (- (+ eccentricity perimeter) - (exp perimeter))) - (log (+ (- minor major) - (- area area)))) - (- (log (- (/ extent major) - (+ eccentricity major))) - (exp convex))) - (- (log (/ (+ (- area - (/ extent major)) - (- minor convex)) - (exp (log minor)))) - (- (exp (/ (- convex area) - (* area extent))) - (* (/ (* convex perimeter) - (/ (exp area) -0.16825)) - (+ extent 0.93211))))) + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_2/regress.his b/cmake-build-relwithdebinfo-addrsan/run_2/regress.his index 42b0f9a..e3ba3d9 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_2/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_2/regress.his @@ -1,116 +1,8 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 52 - depth: 6 - hits: 510 -TOP INDIVIDUAL: - - - --- #1 -- - hits: 510 - raw fitness: 510.0000 - standardized fitness: 510.0000 - adjusted fitness: 0.9980 -TREE: - (/ (- (/ (log (+ (- area major) - (- -0.77797 eccentricity))) - (- (+ (/ minor area) - (/ convex minor)) - (- (+ eccentricity major) - (* perimeter area)))) - (- (log (* (/ major extent) - (* area extent))) - (exp (+ (- eccentricity minor) - (log minor))))) - (exp (log (exp (- (- convex area) - (- area area)))))) -=== BEST-OF-RUN === - current generation: 1 - generation: 1 - nodes: 43 + nodes: 33 depth: 5 - hits: 585 -TOP INDIVIDUAL: - - - --- #1 -- - hits: 585 - raw fitness: 585.0000 - standardized fitness: 585.0000 - adjusted fitness: 0.9983 -TREE: - (* (- (* (log (log convex)) - (/ (/ eccentricity extent) - (* 0.91240 0.55571))) - (* (exp (exp extent)) - (+ extent - (/ extent eccentricity)))) - (+ (/ (* (- eccentricity major) - (exp major)) - (+ (exp perimeter) - (exp minor))) - (exp (- (+ area eccentricity) - (+ 0.29773 extent))))) -=== BEST-OF-RUN === - current generation: 2 - generation: 2 - nodes: 44 - depth: 8 - hits: 609 -TOP INDIVIDUAL: - - - --- #1 -- - hits: 609 - raw fitness: 609.0000 - standardized fitness: 609.0000 - adjusted fitness: 0.9984 -TREE: - (- (/ (* (log (/ (* perimeter minor) - (- eccentricity perimeter))) - (/ (log (/ (exp (log extent)) - (/ (/ major 0.45649) - (log -0.28078)))) - (+ (exp extent) - (- major area)))) - (exp (exp (/ (- major perimeter) - (* extent major))))) - (log (log (log (/ eccentricity 0.63109))))) -=== BEST-OF-RUN === - current generation: 3 - generation: 2 - nodes: 44 - depth: 8 - hits: 609 -TOP INDIVIDUAL: - - - --- #1 -- - hits: 609 - raw fitness: 609.0000 - standardized fitness: 609.0000 - adjusted fitness: 0.9984 -TREE: - (- (/ (* (log (/ (* perimeter minor) - (- eccentricity perimeter))) - (/ (log (/ (exp (log extent)) - (/ (/ major 0.45649) - (log -0.28078)))) - (+ (exp extent) - (- major area)))) - (exp (exp (/ (- major perimeter) - (* extent major))))) - (log (log (log (/ eccentricity 0.63109))))) -=== BEST-OF-RUN === - current generation: 4 - generation: 4 - nodes: 65 - depth: 7 hits: 636 TOP INDIVIDUAL: @@ -122,19 +14,965 @@ TOP INDIVIDUAL: standardized fitness: 636.0000 adjusted fitness: 0.9984 TREE: - (+ (/ (- (exp (- (+ eccentricity perimeter) - (exp perimeter))) - (log (+ (- minor major) - (- area area)))) - (- (log (- (/ extent major) - (+ eccentricity major))) - (exp convex))) - (- (log (/ (+ (- area - (/ extent major)) - (- minor convex)) - (exp (log minor)))) - (- (exp (/ (- convex area) - (* area extent))) - (* (/ (* convex perimeter) - (/ (exp area) -0.16825)) - (+ extent 0.93211))))) + (+ (- (* (+ (* area area) + (log major)) + (log (+ 0.13311 eccentricity))) + (/ (/ (log major) + (exp perimeter)) + (/ (+ eccentricity area) + (exp convex)))) + (exp (log (* (log convex) + (* eccentricity convex))))) +=== BEST-OF-RUN === + current generation: 1 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 2 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 3 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 4 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 5 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 6 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 7 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 8 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 9 + generation: 1 + nodes: 13 + depth: 4 + hits: 734 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 734 + raw fitness: 734.0000 + standardized fitness: 734.0000 + adjusted fitness: 0.9986 +TREE: + (+ (log (/ (log major) minor)) + (/ (* major major) + (+ area extent))) +=== BEST-OF-RUN === + current generation: 10 + generation: 10 + nodes: 13 + depth: 4 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (* (- minor extent) + (+ (+ -0.61223 + (/ -0.90550 eccentricity)) + (log (log major)))) +=== BEST-OF-RUN === + current generation: 11 + generation: 10 + nodes: 13 + depth: 4 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (* (- minor extent) + (+ (+ -0.61223 + (/ -0.90550 eccentricity)) + (log (log major)))) +=== BEST-OF-RUN === + current generation: 12 + generation: 10 + nodes: 13 + depth: 4 + hits: 771 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 771 + raw fitness: 771.0000 + standardized fitness: 771.0000 + adjusted fitness: 0.9987 +TREE: + (* (- minor extent) + (+ (+ -0.61223 + (/ -0.90550 eccentricity)) + (log (log major)))) +=== BEST-OF-RUN === + current generation: 13 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 14 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 15 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 16 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 17 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 18 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 19 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 20 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 21 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 22 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 23 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 24 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 25 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 26 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 27 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 28 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 29 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 30 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted 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current generation: 47 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 48 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 49 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) +=== BEST-OF-RUN === + current generation: 50 + generation: 13 + nodes: 10 + depth: 4 + hits: 793 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 793 + raw fitness: 793.0000 + standardized fitness: 793.0000 + adjusted fitness: 0.9987 +TREE: + (/ (* (exp extent) minor) + (+ eccentricity + (log (exp -0.88552)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_2/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_2/regress.prg index 00edbb7..a150b4a 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_2/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_2/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 11571.00000, perimeter = 432.67099, major_axis_length = 183.70560, minor_axis_length = 80.56020, eccentricity = 0.89872, convex_area = 11741.00000, extent = 0.66222, type = C - area = 13780.00000, perimeter = 497.42801, major_axis_length = 221.72290, minor_axis_length = 79.95213, eccentricity = 0.93272, convex_area = 14010.00000, extent = 0.55078, type = C - area = 14753.00000, perimeter = 494.85199, major_axis_length = 212.10301, 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extent = 0.57726, type = O + area = 11174.00000, perimeter = 430.30499, major_axis_length = 175.48277, minor_axis_length = 83.01684, eccentricity = 0.88102, convex_area = 11604.00000, extent = 0.67366, type = O + area = 14755.00000, perimeter = 499.81799, major_axis_length = 202.61227, minor_axis_length = 95.51608, eccentricity = 0.88191, convex_area = 15123.00000, extent = 0.60053, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_2/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_2/regress.stt index 37d1f4c..c58ed36 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_2/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_2/regress.stt @@ -1,6 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9631 0.9980 0.0000 17.780 3.300 52 6 63 6 0.9631 0.9980 0.0000 17.780 3.300 52 6 63 6 -1 0 0.9868 0.9983 0.0000 16.026 3.397 43 5 33 5 0.9749 0.9983 0.0000 16.903 3.349 43 5 63 6 -2 0 0.9967 0.9984 0.0000 15.286 3.439 44 8 15 4 0.9822 0.9984 0.0000 16.364 3.379 44 8 63 6 -3 0 0.9942 0.9984 0.0000 14.740 3.476 44 8 54 8 0.9852 0.9984 0.0000 15.958 3.403 44 8 63 6 -4 0 0.9942 0.9984 0.0000 14.165 3.522 65 7 59 7 0.9870 0.9984 0.0000 15.600 3.427 65 7 63 6 +0 0 0.9431 0.9984 0.0000 18.562 3.438 33 5 57 6 0.9431 0.9984 0.0000 18.562 3.438 33 5 57 6 +1 0 0.9955 0.9986 0.0000 15.814 3.438 13 4 79 9 0.9693 0.9986 0.0000 17.188 3.438 13 4 57 6 +2 0 0.9930 0.9986 0.0000 16.384 3.623 13 4 46 7 0.9772 0.9986 0.0000 16.920 3.499 13 4 57 6 +3 0 0.9942 0.9986 0.0000 17.098 3.935 13 4 39 7 0.9814 0.9986 0.0000 16.964 3.608 13 4 57 6 +4 0 0.9942 0.9986 0.0000 16.919 4.060 13 4 58 7 0.9840 0.9986 0.0000 16.955 3.699 13 4 57 6 +5 0 0.9917 0.9986 0.0000 15.944 4.072 13 4 38 6 0.9853 0.9986 0.0000 16.787 3.761 13 4 57 6 +6 0 0.9955 0.9986 0.0000 15.429 4.103 13 4 75 10 0.9867 0.9986 0.0000 16.593 3.810 13 4 57 6 +7 0 0.9892 0.9986 0.0000 15.665 4.219 13 4 31 8 0.9870 0.9986 0.0000 16.477 3.861 13 4 57 6 +8 0 0.9955 0.9986 0.0000 14.480 4.131 13 4 35 9 0.9880 0.9986 0.0000 16.255 3.891 13 4 57 6 +9 0 0.9930 0.9986 0.0000 13.512 3.966 13 4 9 3 0.9885 0.9986 0.0000 15.981 3.898 13 4 57 6 +10 0 0.9892 0.9987 0.0000 12.626 3.856 13 4 12 4 0.9885 0.9987 0.0000 15.676 3.895 13 4 57 6 +11 0 0.9967 0.9987 0.0000 11.911 3.712 13 4 63 11 0.9892 0.9987 0.0000 15.362 3.879 13 4 57 6 +12 0 0.9980 0.9987 0.9979 11.496 3.699 13 4 9 4 0.9899 0.9987 0.0000 15.065 3.865 13 4 57 6 +13 0 0.9980 0.9987 0.9972 11.330 3.748 10 4 29 7 0.9905 0.9987 0.0000 14.798 3.857 10 4 57 6 +14 0 0.9955 0.9987 0.0000 10.000 3.430 10 4 45 7 0.9908 0.9987 0.0000 14.478 3.829 10 4 57 6 +15 0 0.9955 0.9987 0.0000 9.194 3.248 10 4 21 5 0.9911 0.9987 0.0000 14.148 3.792 10 4 57 6 +16 0 0.9967 0.9987 0.0000 8.957 3.195 10 4 20 6 0.9914 0.9987 0.0000 13.842 3.757 10 4 57 6 +17 0 0.9980 0.9987 0.9979 8.331 2.967 10 4 3 1 0.9918 0.9987 0.0000 13.536 3.713 10 4 57 6 +18 0 0.9980 0.9987 0.9952 8.120 2.895 10 4 14 5 0.9921 0.9987 0.0000 13.251 3.670 10 4 57 6 +19 0 0.9942 0.9987 0.0000 8.134 2.910 10 4 12 6 0.9922 0.9987 0.0000 12.995 3.632 10 4 57 6 +20 0 0.9980 0.9987 0.9979 7.353 2.660 10 4 3 1 0.9925 0.9987 0.0000 12.727 3.586 10 4 57 6 +21 0 0.9967 0.9987 0.0000 6.780 2.518 10 4 45 14 0.9927 0.9987 0.0000 12.456 3.537 10 4 57 6 +22 0 0.9980 0.9987 0.9979 6.657 2.461 10 4 19 8 0.9929 0.9987 0.0000 12.204 3.491 10 4 57 6 +23 0 0.9980 0.9987 0.9979 6.276 2.351 10 4 1 0 0.9931 0.9987 0.0000 11.957 3.443 10 4 57 6 +24 0 0.9980 0.9987 0.9979 5.974 2.237 10 4 4 3 0.9933 0.9987 0.0000 11.718 3.395 10 4 57 6 +25 0 0.9955 0.9987 0.0000 5.580 2.085 10 4 17 7 0.9934 0.9987 0.0000 11.482 3.344 10 4 57 6 +26 0 0.9980 0.9987 0.9979 5.719 2.149 10 4 2 1 0.9936 0.9987 0.0000 11.268 3.300 10 4 57 6 +27 0 0.9967 0.9987 0.0000 5.539 2.100 10 4 10 4 0.9937 0.9987 0.0000 11.064 3.257 10 4 57 6 +28 0 0.9980 0.9987 0.9952 5.534 2.072 10 4 10 4 0.9938 0.9987 0.0000 10.873 3.216 10 4 57 6 +29 0 0.9979 0.9987 0.9978 5.311 1.991 10 4 7 3 0.9940 0.9987 0.0000 10.688 3.176 10 4 57 6 +30 0 0.9980 0.9987 0.9977 5.048 1.905 10 4 5 3 0.9941 0.9987 0.0000 10.506 3.135 10 4 57 6 +31 0 0.9980 0.9987 0.9978 4.839 1.821 10 4 11 4 0.9942 0.9987 0.0000 10.329 3.094 10 4 57 6 +32 0 0.9979 0.9987 0.9952 4.565 1.735 10 4 9 4 0.9943 0.9987 0.0000 10.154 3.052 10 4 57 6 +33 0 0.9979 0.9987 0.9958 4.500 1.745 10 4 6 3 0.9944 0.9987 0.0000 9.988 3.014 10 4 57 6 +34 0 0.9980 0.9987 0.9979 4.419 1.719 10 4 4 2 0.9945 0.9987 0.0000 9.829 2.977 10 4 57 6 +35 0 0.9979 0.9987 0.9979 4.478 1.735 10 4 6 3 0.9946 0.9987 0.0000 9.680 2.942 10 4 57 6 +36 0 0.9955 0.9987 0.0000 4.749 1.840 10 4 17 6 0.9947 0.9987 0.0000 9.547 2.913 10 4 57 6 +37 0 0.9967 0.9987 0.0000 4.982 1.934 10 4 17 7 0.9947 0.9987 0.0000 9.427 2.887 10 4 57 6 +38 0 0.9980 0.9987 0.9979 5.141 2.016 10 4 11 5 0.9948 0.9987 0.0000 9.317 2.865 10 4 57 6 +39 0 0.9967 0.9987 0.0000 5.140 1.979 10 4 14 5 0.9948 0.9987 0.0000 9.212 2.842 10 4 57 6 +40 0 0.9979 0.9987 0.9952 5.080 1.950 10 4 15 4 0.9949 0.9987 0.0000 9.111 2.821 10 4 57 6 +41 0 0.9980 0.9987 0.9978 4.911 1.861 10 4 7 3 0.9950 0.9987 0.0000 9.011 2.798 10 4 57 6 +42 0 0.9979 0.9987 0.9978 4.946 1.870 10 4 5 2 0.9951 0.9987 0.0000 8.917 2.776 10 4 57 6 +43 0 0.9955 0.9987 0.0000 4.910 1.884 10 4 10 4 0.9951 0.9987 0.0000 8.826 2.756 10 4 57 6 +44 0 0.9979 0.9987 0.9977 4.912 1.903 10 4 4 2 0.9951 0.9987 0.0000 8.739 2.737 10 4 57 6 +45 0 0.9980 0.9987 0.9977 4.755 1.817 10 4 16 6 0.9952 0.9987 0.0000 8.652 2.717 10 4 57 6 +46 0 0.9967 0.9987 0.0000 4.754 1.802 10 4 12 4 0.9952 0.9987 0.0000 8.569 2.698 10 4 57 6 +47 0 0.9979 0.9987 0.9977 4.360 1.624 10 4 7 4 0.9953 0.9987 0.0000 8.482 2.675 10 4 57 6 +48 0 0.9979 0.9987 0.9977 4.520 1.725 10 4 4 2 0.9953 0.9987 0.0000 8.401 2.656 10 4 57 6 +49 0 0.9967 0.9987 0.0000 4.556 1.744 10 4 12 5 0.9954 0.9987 0.0000 8.324 2.638 10 4 57 6 +50 0 0.9979 0.9987 0.9978 4.268 1.649 10 4 18 4 0.9954 0.9987 0.0000 8.244 2.618 10 4 57 6 diff --git a/cmake-build-relwithdebinfo-addrsan/run_2/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_2/regress.sys index f9502cb..6629a57 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_2/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_2/regress.sys @@ -14,7 +14,7 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 140. + no random number seed specfied; using 116. creating initial population(s): 1101 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -35,23 +35,160 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 4. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 5. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 6. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 7. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 8. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 9. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 10. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 11. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 12. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 13. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 14. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 1925353 - freed: 1877353 + allocated: 10463808 + freed: 10415808 not freed: 48000 - max allocated: 461397 - malloc'ed blocks: 23766 + max allocated: 464085 + malloc'ed blocks: 146951 realloc'ed blocks: 7 - free'ed blocks: 23760 + free'ed blocks: 146945 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -59,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1170 - freed: 1170 + used: 3774 + freed: 3774 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_3/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_3/regress.bst index 16b7664..b0aa28f 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_3/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_3/regress.bst @@ -1,27 +1,20 @@ === BEST-OF-RUN === - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) TREE-equ: -y = (log((((minor - area) + (area * minor)) * ((area - eccentricity) + (extent - perimeter)))) - (((exp(-0.58732) + (-0.84888 / eccentricity)) * (log(perimeter) * (major / major))) * (log((-0.77526 + area)) - log((area * area))))) +y = log((log(log(exp(perimeter))) - ((major - minor) / log((major * convex))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_3/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_3/regress.fn index dc9ae1a..ec66b8c 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_3/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_3/regress.fn @@ -1,21 +1,14 @@ -Hits: 1950, Total Size: 2810, Percent Hit: 69.395018 -CC: 935 -CO: 200 -OO: 1015 -OC: 660 -Fitness: 0.998652 -Hits: 741 +Hits: 2433, Total Size: 2810, Percent Hit: 86.583630 +CC: 974 +CO: 156 +OO: 1459 +OC: 221 +Fitness: 0.998840 +Hits: 861 -y = (log((((minor - area) + (area * minor)) * ((area - eccentricity) + (extent - perimeter)))) - (((exp(-0.58732) + (-0.84888 / eccentricity)) * (log(perimeter) * (major / major))) * (log((-0.77526 + area)) - log((area * area))))) +y = log((log(log(exp(perimeter))) - ((major - minor) / log((major * convex))))) - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_3/regress.his b/cmake-build-relwithdebinfo-addrsan/run_3/regress.his index 2bd6c67..aba4664 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_3/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_3/regress.his @@ -1,260 +1,981 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 40 - depth: 5 - hits: 741 + nodes: 66 + depth: 6 + hits: 523 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 523 + raw fitness: 523.0000 + standardized fitness: 523.0000 + adjusted fitness: 0.9981 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (* (/ (/ (/ (/ (exp 0.70880) + (+ perimeter extent)) + (- (* convex convex) + (/ eccentricity major))) + (- (- (- minor major) + (log extent)) + (/ (log extent) + (/ eccentricity major)))) + (- (- (log (log area)) + (* (/ 0.38162 convex) + (exp -0.57903))) + (log (- (* minor area) + (* extent area))))) + (exp (+ (log (- (- minor minor) + (* extent extent))) + (log (- (+ area convex) + (log extent)))))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 40 - depth: 5 - hits: 741 + generation: 1 + nodes: 3 + depth: 1 + hits: 556 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 556 + raw fitness: 556.0000 + standardized fitness: 556.0000 + adjusted fitness: 0.9982 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (- 0.57138 extent) === BEST-OF-RUN === current generation: 2 - generation: 0 - nodes: 40 - depth: 5 - hits: 741 + generation: 2 + nodes: 10 + depth: 4 + hits: 561 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 561 + raw fitness: 561.0000 + standardized fitness: 561.0000 + adjusted fitness: 0.9982 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (- eccentricity + (log (/ (+ eccentricity perimeter) + (- area convex)))) === BEST-OF-RUN === current generation: 3 - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) === BEST-OF-RUN === current generation: 4 - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) === BEST-OF-RUN === current generation: 5 - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) === BEST-OF-RUN === current generation: 6 - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) === BEST-OF-RUN === current generation: 7 - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) === BEST-OF-RUN === current generation: 8 - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) === BEST-OF-RUN === current generation: 9 - generation: 0 - nodes: 40 + generation: 3 + nodes: 14 depth: 5 - hits: 741 + hits: 861 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 TREE: - (- (log (* (+ (- minor area) - (* area minor)) - (+ (- area eccentricity) - (- extent perimeter)))) - (* (* (+ (exp -0.58732) - (/ -0.84888 eccentricity)) - (* (log perimeter) - (/ major major))) - (- (log (+ -0.77526 area)) - (log (* area area))))) + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 10 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 11 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 12 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 13 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 14 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 15 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 16 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 17 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 18 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 19 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 20 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 21 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 22 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 23 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 24 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 25 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 26 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 27 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 28 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 29 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 30 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 31 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 32 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 33 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 34 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 35 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 36 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 37 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 38 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 39 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 40 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 41 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 42 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 43 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 44 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 45 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 46 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 47 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 48 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 49 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) +=== BEST-OF-RUN === + current generation: 50 + generation: 3 + nodes: 14 + depth: 5 + hits: 861 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 861 + raw fitness: 861.0000 + standardized fitness: 861.0000 + adjusted fitness: 0.9988 +TREE: + (log (- (log (log (exp perimeter))) + (/ (- major minor) + (log (* major convex))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_3/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_3/regress.prg index a8c18bd..511805f 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_3/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_3/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 12172.00000, perimeter = 431.19601, major_axis_length = 175.63828, minor_axis_length = 89.33349, eccentricity = 0.86099, convex_area = 12368.00000, extent = 0.60269, type = O - area = 10527.00000, perimeter = 403.34799, major_axis_length = 163.06924, minor_axis_length = 83.84019, eccentricity = 0.85771, convex_area = 10725.00000, extent = 0.63504, type = O - area = 10847.00000, perimeter = 414.45099, major_axis_length = 165.58517, minor_axis_length = 85.00729, eccentricity = 0.85816, convex_area = 11148.00000, extent = 0.67972, type = O - area = 15526.00000, perimeter = 514.39099, major_axis_length = 216.91858, minor_axis_length = 91.82958, eccentricity = 0.90597, convex_area = 15936.00000, extent = 0.58085, type = C + area = 12714.00000, perimeter = 454.54501, major_axis_length = 185.12328, minor_axis_length = 88.69659, eccentricity = 0.87775, convex_area = 12939.00000, extent = 0.62269, type = O + area = 16893.00000, perimeter = 523.25403, major_axis_length = 216.24049, minor_axis_length = 100.40816, eccentricity = 0.88566, convex_area = 17293.00000, extent = 0.68106, type = C + area = 11862.00000, perimeter = 436.29999, major_axis_length = 177.20021, minor_axis_length = 86.44499, eccentricity = 0.87293, convex_area = 12146.00000, extent = 0.76156, type = O + area = 12072.00000, perimeter = 452.26199, major_axis_length = 192.72191, minor_axis_length = 80.28837, eccentricity = 0.90909, convex_area = 12342.00000, extent = 0.69415, type = C + area = 11905.00000, perimeter = 443.76901, major_axis_length = 185.27023, minor_axis_length = 83.60574, eccentricity = 0.89239, convex_area = 12209.00000, extent = 0.62721, type = O + area = 13762.00000, perimeter = 481.76999, major_axis_length = 205.04079, minor_axis_length = 86.93547, eccentricity = 0.90567, convex_area = 14101.00000, extent = 0.75549, type = C + area = 10979.00000, perimeter = 417.36301, major_axis_length = 175.87244, minor_axis_length = 80.27777, eccentricity = 0.88975, convex_area = 11146.00000, extent = 0.66685, type = O + area = 13921.00000, perimeter = 486.38800, major_axis_length = 203.18417, minor_axis_length = 88.83796, eccentricity = 0.89935, convex_area = 14334.00000, extent = 0.58019, type = C + area = 13266.00000, perimeter = 466.00000, major_axis_length = 198.06139, minor_axis_length = 86.09348, eccentricity = 0.90058, convex_area = 13514.00000, extent = 0.65434, type = C + area = 11350.00000, perimeter = 445.82101, major_axis_length = 195.95209, minor_axis_length = 74.59088, eccentricity = 0.92472, convex_area = 11544.00000, extent = 0.58430, type = C + area = 15004.00000, perimeter = 506.94400, major_axis_length = 218.60362, minor_axis_length = 88.09037, eccentricity = 0.91521, convex_area = 15277.00000, extent = 0.71488, type = C + area = 14850.00000, perimeter = 499.20700, major_axis_length = 210.13364, minor_axis_length = 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type = C + area = 10598.00000, perimeter = 411.47900, major_axis_length = 162.20229, minor_axis_length = 85.22141, eccentricity = 0.85085, convex_area = 10936.00000, extent = 0.59353, type = O + area = 14954.00000, perimeter = 501.85699, major_axis_length = 212.03777, minor_axis_length = 90.79552, eccentricity = 0.90368, convex_area = 15225.00000, extent = 0.81462, type = C + area = 13455.00000, perimeter = 467.19800, major_axis_length = 195.92857, minor_axis_length = 88.51917, eccentricity = 0.89212, convex_area = 13723.00000, extent = 0.75353, type = C + area = 11592.00000, perimeter = 436.39999, major_axis_length = 178.13594, minor_axis_length = 83.72199, eccentricity = 0.88267, convex_area = 11844.00000, extent = 0.72360, type = O + area = 12173.00000, perimeter = 438.31900, major_axis_length = 180.33273, minor_axis_length = 87.05815, eccentricity = 0.87575, convex_area = 12375.00000, extent = 0.65871, type = O + area = 16258.00000, perimeter = 518.77002, major_axis_length = 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minor_axis_length = 91.47590, eccentricity = 0.89945, convex_area = 15072.00000, extent = 0.55675, type = C + area = 11923.00000, perimeter = 439.71301, major_axis_length = 183.15695, minor_axis_length = 83.90175, eccentricity = 0.88891, convex_area = 12116.00000, extent = 0.58593, type = O + area = 13711.00000, perimeter = 483.21500, major_axis_length = 203.88077, minor_axis_length = 86.62691, eccentricity = 0.90524, convex_area = 14097.00000, extent = 0.56147, type = C + area = 10365.00000, perimeter = 416.33899, major_axis_length = 169.58658, minor_axis_length = 79.64149, eccentricity = 0.88287, convex_area = 10684.00000, extent = 0.59296, type = O + area = 16513.00000, perimeter = 525.98401, major_axis_length = 219.27544, minor_axis_length = 97.95169, eccentricity = 0.89468, convex_area = 16950.00000, extent = 0.61015, type = C + area = 11337.00000, perimeter = 417.27100, major_axis_length = 174.46320, minor_axis_length = 83.50516, eccentricity = 0.87801, convex_area = 11477.00000, extent = 0.81808, type = O + area = 10151.00000, perimeter = 420.89999, major_axis_length = 181.99557, minor_axis_length = 72.09951, eccentricity = 0.91818, convex_area = 10407.00000, extent = 0.52163, type = O + area = 9638.00000, perimeter = 398.91199, major_axis_length = 168.10983, minor_axis_length = 73.46514, eccentricity = 0.89946, convex_area = 9798.00000, extent = 0.72575, type = O + area = 12045.00000, perimeter = 452.30899, major_axis_length = 193.51352, minor_axis_length = 80.27762, eccentricity = 0.90989, convex_area = 12368.00000, extent = 0.55242, type = C + area = 16490.00000, perimeter = 520.31897, major_axis_length = 212.01076, minor_axis_length = 101.68001, eccentricity = 0.87749, convex_area = 16873.00000, extent = 0.62937, type = C + area = 10390.00000, perimeter = 420.79401, major_axis_length = 174.04564, minor_axis_length = 77.64330, eccentricity = 0.89498, convex_area = 10689.00000, extent = 0.72882, type = O + area = 13279.00000, perimeter = 474.23599, major_axis_length = 200.54471, minor_axis_length = 85.00814, eccentricity = 0.90572, convex_area = 13757.00000, extent = 0.72849, type = C + area = 13269.00000, perimeter = 485.61499, major_axis_length = 207.12245, minor_axis_length = 83.32397, eccentricity = 0.91551, convex_area = 13741.00000, extent = 0.71477, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_3/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_3/regress.stt index 2b56253..9b0f911 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_3/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_3/regress.stt @@ -1,11 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9718 0.9987 0.0000 17.073 3.292 40 5 37 6 0.9718 0.9987 0.0000 17.073 3.292 40 5 37 6 -1 0 0.9855 0.9987 0.0000 16.521 3.355 40 5 79 7 0.9787 0.9987 0.0000 16.797 3.324 40 5 37 6 -2 0 0.9943 0.9987 0.0000 15.624 3.461 40 5 14 6 0.9839 0.9987 0.0000 16.406 3.370 40 5 37 6 -3 0 0.9918 0.9987 0.0000 13.786 3.366 40 5 73 6 0.9858 0.9987 0.0000 15.751 3.369 40 5 37 6 -4 0 0.9918 0.9987 0.0000 13.334 3.393 40 5 23 7 0.9870 0.9987 0.0000 15.268 3.373 40 5 37 6 -5 0 0.9955 0.9987 0.0000 13.318 3.475 40 5 8 5 0.9884 0.9987 0.0000 14.943 3.390 40 5 37 6 -6 0 0.9930 0.9987 0.0000 12.428 3.349 40 5 9 4 0.9891 0.9987 0.0000 14.583 3.384 40 5 37 6 -7 0 0.9967 0.9987 0.0000 12.512 3.473 40 5 54 7 0.9900 0.9987 0.0000 14.324 3.395 40 5 37 6 -8 0 0.9967 0.9987 0.0000 11.194 3.275 40 5 54 8 0.9908 0.9987 0.0000 13.977 3.382 40 5 37 6 -9 0 0.9980 0.9987 0.9976 11.070 3.224 40 5 11 5 0.9915 0.9987 0.0000 13.686 3.366 40 5 37 6 +0 0 0.9606 0.9981 0.0000 17.886 3.342 66 6 10 4 0.9606 0.9981 0.0000 17.886 3.342 66 6 10 4 +1 0 0.9905 0.9982 0.0000 17.183 3.553 3 1 43 6 0.9755 0.9982 0.0000 17.534 3.447 3 1 10 4 +2 0 0.9930 0.9982 0.0000 15.344 3.519 10 4 32 7 0.9814 0.9982 0.0000 16.804 3.471 10 4 10 4 +3 0 0.9930 0.9988 0.0000 15.088 3.542 14 5 31 7 0.9843 0.9988 0.0000 16.375 3.489 14 5 10 4 +4 0 0.9930 0.9988 0.0000 14.285 3.527 14 5 10 3 0.9860 0.9988 0.0000 15.957 3.497 14 5 10 4 +5 0 0.9955 0.9988 0.0000 13.235 3.540 14 5 41 7 0.9876 0.9988 0.0000 15.503 3.504 14 5 10 4 +6 0 0.9943 0.9988 0.0000 12.113 3.394 14 5 19 7 0.9886 0.9988 0.0000 15.019 3.488 14 5 10 4 +7 0 0.9955 0.9988 0.0000 10.921 3.169 14 5 23 8 0.9894 0.9988 0.0000 14.507 3.448 14 5 10 4 +8 0 0.9968 0.9988 0.0000 10.356 3.120 14 5 17 6 0.9902 0.9988 0.0000 14.046 3.412 14 5 10 4 +9 0 0.9930 0.9988 0.0000 10.121 3.095 14 5 18 8 0.9905 0.9988 0.0000 13.653 3.380 14 5 10 4 +10 0 0.9955 0.9988 0.0000 9.334 3.007 14 5 40 8 0.9910 0.9988 0.0000 13.260 3.346 14 5 10 4 +11 0 0.9968 0.9988 0.0000 8.482 2.806 14 5 14 6 0.9915 0.9988 0.0000 12.862 3.301 14 5 10 4 +12 0 0.9955 0.9988 0.0000 7.825 2.694 14 5 20 7 0.9918 0.9988 0.0000 12.475 3.255 14 5 10 4 +13 0 0.9980 0.9988 0.9971 7.711 2.686 14 5 16 5 0.9922 0.9988 0.0000 12.135 3.214 14 5 10 4 +14 0 0.9980 0.9988 0.9973 7.505 2.681 14 5 20 7 0.9926 0.9988 0.0000 11.826 3.178 14 5 10 4 +15 0 0.9968 0.9988 0.0000 6.775 2.455 14 5 13 5 0.9929 0.9988 0.0000 11.510 3.133 14 5 10 4 +16 0 0.9980 0.9988 0.9955 6.184 2.292 14 5 21 7 0.9932 0.9988 0.0000 11.197 3.084 14 5 10 4 +17 0 0.9980 0.9988 0.9979 6.261 2.353 14 5 15 6 0.9934 0.9988 0.0000 10.923 3.043 14 5 10 4 +18 0 0.9980 0.9988 0.9979 6.139 2.373 14 5 5 2 0.9937 0.9988 0.0000 10.671 3.008 14 5 10 4 +19 0 0.9980 0.9988 0.9978 6.534 2.540 14 5 15 6 0.9939 0.9988 0.0000 10.464 2.984 14 5 10 4 +20 0 0.9980 0.9988 0.9978 6.505 2.571 14 5 8 3 0.9941 0.9988 0.0000 10.276 2.965 14 5 10 4 +21 0 0.9980 0.9988 0.9980 6.300 2.441 14 5 15 5 0.9943 0.9988 0.0000 10.095 2.941 14 5 10 4 +22 0 0.9980 0.9988 0.9979 6.421 2.546 14 5 6 3 0.9944 0.9988 0.0000 9.935 2.924 14 5 10 4 +23 0 0.9980 0.9988 0.9980 6.053 2.368 14 5 1 0 0.9946 0.9988 0.0000 9.773 2.901 14 5 10 4 +24 0 0.9968 0.9988 0.0000 5.935 2.331 14 5 33 13 0.9947 0.9988 0.0000 9.620 2.878 14 5 10 4 +25 0 0.9980 0.9988 0.9978 5.609 2.216 14 5 6 3 0.9948 0.9988 0.0000 9.466 2.852 14 5 10 4 +26 0 0.9955 0.9988 0.0000 5.508 2.197 14 5 12 5 0.9948 0.9988 0.0000 9.319 2.828 14 5 10 4 +27 0 0.9980 0.9988 0.9980 5.431 2.136 14 5 16 5 0.9949 0.9988 0.0000 9.180 2.803 14 5 10 4 +28 0 0.9980 0.9988 0.9980 5.325 2.091 14 5 10 4 0.9950 0.9988 0.0000 9.047 2.779 14 5 10 4 +29 0 0.9980 0.9988 0.9979 5.428 2.094 14 5 8 4 0.9951 0.9988 0.0000 8.927 2.756 14 5 10 4 +30 0 0.9955 0.9988 0.0000 5.223 2.024 14 5 12 5 0.9951 0.9988 0.0000 8.807 2.732 14 5 10 4 +31 0 0.9968 0.9988 0.0000 5.393 2.121 14 5 12 5 0.9952 0.9988 0.0000 8.700 2.713 14 5 10 4 +32 0 0.9955 0.9988 0.0000 5.593 2.184 14 5 15 4 0.9952 0.9988 0.0000 8.606 2.697 14 5 10 4 +33 0 0.9968 0.9988 0.0000 5.218 2.071 14 5 21 8 0.9953 0.9988 0.0000 8.506 2.679 14 5 10 4 +34 0 0.9968 0.9988 0.0000 5.039 1.974 14 5 27 9 0.9953 0.9988 0.0000 8.407 2.659 14 5 10 4 +35 0 0.9980 0.9988 0.9980 5.044 2.011 14 5 11 6 0.9954 0.9988 0.0000 8.314 2.641 14 5 10 4 +36 0 0.9968 0.9988 0.0000 4.984 1.965 14 5 10 4 0.9954 0.9988 0.0000 8.224 2.622 14 5 10 4 +37 0 0.9968 0.9988 0.0000 4.695 1.841 14 5 11 6 0.9954 0.9988 0.0000 8.131 2.602 14 5 10 4 +38 0 0.9980 0.9988 0.9977 4.521 1.779 14 5 5 2 0.9955 0.9988 0.0000 8.039 2.581 14 5 10 4 +39 0 0.9980 0.9988 0.9977 4.526 1.750 14 5 30 9 0.9956 0.9988 0.0000 7.951 2.560 14 5 10 4 +40 0 0.9980 0.9988 0.9978 4.659 1.819 14 5 7 3 0.9956 0.9988 0.0000 7.870 2.542 14 5 10 4 +41 0 0.9968 0.9988 0.0000 4.276 1.653 14 5 5 2 0.9957 0.9988 0.0000 7.785 2.521 14 5 10 4 +42 0 0.9968 0.9988 0.0000 4.316 1.669 14 5 25 10 0.9957 0.9988 0.0000 7.704 2.501 14 5 10 4 +43 0 0.9980 0.9988 0.9980 4.107 1.566 14 5 5 3 0.9957 0.9988 0.0000 7.622 2.480 14 5 10 4 +44 0 0.9968 0.9988 0.0000 4.319 1.629 14 5 21 8 0.9958 0.9988 0.0000 7.549 2.461 14 5 10 4 +45 0 0.9980 0.9988 0.9980 4.574 1.758 14 5 6 3 0.9958 0.9988 0.0000 7.484 2.446 14 5 10 4 +46 0 0.9980 0.9988 0.9980 4.644 1.772 14 5 9 4 0.9959 0.9988 0.0000 7.424 2.431 14 5 10 4 +47 0 0.9955 0.9988 0.0000 4.611 1.736 14 5 12 4 0.9958 0.9988 0.0000 7.365 2.417 14 5 10 4 +48 0 0.9980 0.9988 0.9929 4.851 1.853 14 5 16 6 0.9959 0.9988 0.0000 7.314 2.405 14 5 10 4 +49 0 0.9980 0.9988 0.9979 4.975 1.883 14 5 3 1 0.9959 0.9988 0.0000 7.267 2.395 14 5 10 4 +50 0 0.9980 0.9988 0.9979 5.206 1.924 14 5 3 1 0.9960 0.9988 0.0000 7.227 2.386 14 5 10 4 diff --git a/cmake-build-relwithdebinfo-addrsan/run_3/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_3/regress.sys index 2a22638..7cff2e2 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_3/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_3/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 74. + no random number seed specfied; using 225. creating initial population(s): - 1112 trees were generated to fill the population of 800 (800 trees). + 1128 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -38,7 +38,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 6. evaluation complete. (0s wall) @@ -52,21 +52,143 @@ no checkpointing will be done. === generation 9. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 10. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 11. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 12. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 13. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 14. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 3149467 - freed: 3101467 + allocated: 9714728 + freed: 9666728 not freed: 48000 - max allocated: 459452 - malloc'ed blocks: 37077 + max allocated: 469157 + malloc'ed blocks: 146420 realloc'ed blocks: 7 - free'ed blocks: 37071 + free'ed blocks: 146414 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -74,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1398 - freed: 1398 + used: 3670 + freed: 3670 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_4/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_4/regress.bst index 5c33bc5..24d1d95 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_4/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_4/regress.bst @@ -1,19 +1,19 @@ === BEST-OF-RUN === - generation: 0 - nodes: 6 - depth: 2 - hits: 741 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 adjusted fitness: 0.9987 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) TREE-equ: -y = ((-0.87639 + eccentricity) / exp(perimeter)) +y = (log((0.23408 + eccentricity)) + log(eccentricity)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_4/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_4/regress.fn index 3884a8b..e8dcb23 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_4/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_4/regress.fn @@ -1,13 +1,13 @@ -Hits: 1918, Total Size: 2810, Percent Hit: 68.256228 -CC: 1095 -CO: 54 -OO: 823 -OC: 838 -Fitness: 0.998652 -Hits: 741 +Hits: 2196, Total Size: 2810, Percent Hit: 78.149466 +CC: 921 +CO: 216 +OO: 1275 +OC: 398 +Fitness: 0.998734 +Hits: 789 -y = ((-0.87639 + eccentricity) / exp(perimeter)) +y = (log((0.23408 + eccentricity)) + log(eccentricity)) - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_4/regress.his b/cmake-build-relwithdebinfo-addrsan/run_4/regress.his index f7c0e31..4265e6f 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_4/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_4/regress.his @@ -1,180 +1,1004 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 6 - depth: 2 - hits: 741 + nodes: 10 + depth: 5 + hits: 666 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 666 + raw fitness: 666.0000 + standardized fitness: 666.0000 + adjusted fitness: 0.9985 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (/ -0.15795 + (- (+ (exp (+ perimeter major)) area) convex)) === BEST-OF-RUN === current generation: 1 generation: 0 - nodes: 6 - depth: 2 - hits: 741 + nodes: 10 + depth: 5 + hits: 666 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 666 + raw fitness: 666.0000 + standardized fitness: 666.0000 + adjusted fitness: 0.9985 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (/ -0.15795 + (- (+ (exp (+ perimeter major)) area) convex)) === BEST-OF-RUN === current generation: 2 generation: 0 - nodes: 6 - depth: 2 - hits: 741 + nodes: 10 + depth: 5 + hits: 666 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 666 + raw fitness: 666.0000 + standardized fitness: 666.0000 + adjusted fitness: 0.9985 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (/ -0.15795 + (- (+ (exp (+ perimeter major)) area) convex)) === BEST-OF-RUN === current generation: 3 generation: 0 - nodes: 6 - depth: 2 - hits: 741 + nodes: 10 + depth: 5 + hits: 666 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 666 + raw fitness: 666.0000 + standardized fitness: 666.0000 + adjusted fitness: 0.9985 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (/ -0.15795 + (- (+ (exp (+ perimeter major)) area) convex)) === BEST-OF-RUN === current generation: 4 generation: 0 - nodes: 6 - depth: 2 - hits: 741 + nodes: 10 + depth: 5 + hits: 666 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 666 + raw fitness: 666.0000 + standardized fitness: 666.0000 + adjusted fitness: 0.9985 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (/ -0.15795 + (- (+ (exp (+ perimeter major)) area) convex)) === BEST-OF-RUN === current generation: 5 generation: 0 - nodes: 6 - depth: 2 - hits: 741 + nodes: 10 + depth: 5 + hits: 666 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 666 + raw fitness: 666.0000 + standardized fitness: 666.0000 + adjusted fitness: 0.9985 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (/ -0.15795 + (- (+ (exp (+ perimeter major)) area) convex)) === BEST-OF-RUN === current generation: 6 - generation: 0 - nodes: 6 - depth: 2 - hits: 741 + generation: 6 + nodes: 34 + depth: 12 + hits: 703 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 703 + raw fitness: 703.0000 + standardized fitness: 703.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (log (log (+ eccentricity + (/ (log (/ convex + (/ (- (- (/ -0.83383 extent) + (log (* (/ eccentricity convex) extent))) + (+ (- perimeter extent) + (exp extent))) + (/ eccentricity major)))) + (+ -0.45266 + (/ convex convex)))))) === BEST-OF-RUN === current generation: 7 - generation: 0 - nodes: 6 - depth: 2 - hits: 741 + generation: 6 + nodes: 34 + depth: 12 + hits: 703 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 703 + raw fitness: 703.0000 + standardized fitness: 703.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (log (log (+ eccentricity + (/ (log (/ convex + (/ (- (- (/ -0.83383 extent) + (log (* (/ eccentricity convex) extent))) + (+ (- perimeter extent) + (exp extent))) + (/ eccentricity major)))) + (+ -0.45266 + (/ convex convex)))))) === BEST-OF-RUN === current generation: 8 - generation: 0 - nodes: 6 - depth: 2 - hits: 741 + generation: 6 + nodes: 34 + depth: 12 + hits: 703 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 - adjusted fitness: 0.9987 + hits: 703 + raw fitness: 703.0000 + standardized fitness: 703.0000 + adjusted fitness: 0.9986 TREE: - (/ (+ -0.87639 eccentricity) - (exp perimeter)) + (log (log (+ eccentricity + (/ (log (/ convex + (/ (- (- (/ -0.83383 extent) + (log (* (/ eccentricity convex) extent))) + (+ (- perimeter extent) + (exp extent))) + (/ eccentricity major)))) + (+ -0.45266 + (/ convex convex)))))) === BEST-OF-RUN === current generation: 9 - generation: 0 - nodes: 6 - depth: 2 - hits: 741 + generation: 6 + nodes: 34 + depth: 12 + hits: 703 TOP INDIVIDUAL: -- #1 -- - hits: 741 - raw fitness: 741.0000 - standardized fitness: 741.0000 + hits: 703 + raw fitness: 703.0000 + standardized fitness: 703.0000 + adjusted fitness: 0.9986 +TREE: + (log (log (+ eccentricity + (/ (log (/ convex + (/ (- (- (/ -0.83383 extent) + (log (* (/ eccentricity convex) extent))) + (+ (- perimeter extent) + (exp extent))) + (/ eccentricity major)))) + (+ -0.45266 + (/ convex convex)))))) +=== BEST-OF-RUN === + current generation: 10 + generation: 6 + nodes: 34 + depth: 12 + hits: 703 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 703 + raw fitness: 703.0000 + standardized fitness: 703.0000 + adjusted fitness: 0.9986 +TREE: + (log (log (+ eccentricity + (/ (log (/ convex + (/ (- (- (/ -0.83383 extent) + (log (* (/ eccentricity convex) extent))) + (+ (- perimeter extent) + (exp extent))) + (/ eccentricity major)))) + (+ -0.45266 + (/ convex convex)))))) +=== BEST-OF-RUN === + current generation: 11 + generation: 6 + nodes: 34 + depth: 12 + hits: 703 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 703 + raw fitness: 703.0000 + standardized fitness: 703.0000 + adjusted fitness: 0.9986 +TREE: + (log (log (+ eccentricity + (/ (log (/ convex + (/ (- (- (/ -0.83383 extent) + (log (* (/ eccentricity convex) extent))) + (+ (- perimeter extent) + (exp extent))) + (/ eccentricity major)))) + (+ -0.45266 + (/ convex convex)))))) +=== BEST-OF-RUN === + current generation: 12 + generation: 6 + nodes: 34 + depth: 12 + hits: 703 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 703 + raw fitness: 703.0000 + standardized fitness: 703.0000 + adjusted fitness: 0.9986 +TREE: + (log (log (+ 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0.30105))))) +=== BEST-OF-RUN === + current generation: 15 + generation: 14 + nodes: 12 + depth: 5 + hits: 717 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 717 + raw fitness: 717.0000 + standardized fitness: 717.0000 + adjusted fitness: 0.9986 +TREE: + (/ (log convex) + (+ eccentricity + (- -0.46514 + (/ major + (+ perimeter 0.30105))))) +=== BEST-OF-RUN === + current generation: 16 + generation: 14 + nodes: 12 + depth: 5 + hits: 717 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 717 + raw fitness: 717.0000 + standardized fitness: 717.0000 + adjusted fitness: 0.9986 +TREE: + (/ (log convex) + (+ eccentricity + (- -0.46514 + (/ major + (+ perimeter 0.30105))))) +=== BEST-OF-RUN === + current generation: 17 + generation: 14 + nodes: 12 + depth: 5 + hits: 717 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 717 + raw fitness: 717.0000 + standardized fitness: 717.0000 + adjusted fitness: 0.9986 +TREE: + (/ (log convex) + (+ eccentricity + (- -0.46514 + (/ major + (+ perimeter 0.30105))))) +=== BEST-OF-RUN === + current generation: 18 + generation: 14 + nodes: 12 + depth: 5 + hits: 717 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 717 + raw fitness: 717.0000 + standardized fitness: 717.0000 + adjusted fitness: 0.9986 +TREE: + (/ (log convex) + (+ eccentricity + (- -0.46514 + (/ major + (+ perimeter 0.30105))))) +=== BEST-OF-RUN === + current generation: 19 + generation: 14 + nodes: 12 + depth: 5 + hits: 717 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 717 + raw fitness: 717.0000 + standardized fitness: 717.0000 + adjusted fitness: 0.9986 +TREE: + (/ (log convex) + (+ eccentricity + (- -0.46514 + (/ major + (+ perimeter 0.30105))))) +=== BEST-OF-RUN === + current generation: 20 + generation: 14 + nodes: 12 + depth: 5 + hits: 717 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 717 + raw fitness: 717.0000 + standardized fitness: 717.0000 + adjusted fitness: 0.9986 +TREE: + (/ (log convex) + (+ eccentricity + (- -0.46514 + (/ major + (+ perimeter 0.30105))))) +=== BEST-OF-RUN === + current generation: 21 + 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789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 28 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 29 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 30 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 31 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 32 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 33 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 34 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 35 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 36 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 37 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 38 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 39 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 40 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 41 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 42 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 43 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 44 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 45 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 46 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 47 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 48 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 49 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) +=== BEST-OF-RUN === + current generation: 50 + generation: 24 + nodes: 7 + depth: 3 + hits: 789 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 789 + raw fitness: 789.0000 + standardized fitness: 789.0000 + adjusted fitness: 0.9987 +TREE: + (+ (log (+ 0.23408 eccentricity)) + (log eccentricity)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_4/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_4/regress.prg index 10b156f..9ecaef2 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_4/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_4/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 11874.00000, perimeter = 435.93600, major_axis_length = 177.28003, minor_axis_length = 86.48964, eccentricity = 0.87292, convex_area = 12097.00000, extent = 0.72248, type = O - area = 11606.00000, perimeter = 432.31400, major_axis_length = 185.70374, minor_axis_length = 80.28008, eccentricity = 0.90173, convex_area = 11756.00000, extent = 0.83275, type = O - area = 12916.00000, perimeter = 471.19601, major_axis_length = 201.00291, minor_axis_length = 82.65474, eccentricity = 0.91154, convex_area = 13199.00000, extent = 0.55704, type = C - area = 12899.00000, perimeter = 472.26300, major_axis_length = 205.52055, minor_axis_length = 80.43336, eccentricity = 0.92024, convex_area = 13107.00000, extent = 0.58592, type = C - area = 13688.00000, perimeter = 481.31400, major_axis_length = 204.30884, minor_axis_length = 86.37804, eccentricity = 0.90623, convex_area = 14024.00000, extent = 0.78939, type = C - area = 13104.00000, perimeter = 476.98901, major_axis_length = 202.42511, minor_axis_length = 83.61329, eccentricity = 0.91070, convex_area = 13464.00000, extent = 0.53882, type = C - area = 10000.00000, perimeter = 415.27399, major_axis_length = 180.15187, minor_axis_length = 71.01284, eccentricity = 0.91903, convex_area = 10176.00000, extent = 0.54283, type = O - area = 14840.00000, perimeter = 512.00800, major_axis_length = 220.51431, minor_axis_length = 86.41502, eccentricity = 0.92002, convex_area = 15160.00000, extent = 0.56417, type = C - area = 11074.00000, perimeter = 426.52499, major_axis_length = 182.83189, minor_axis_length = 77.69914, eccentricity = 0.90520, convex_area = 11291.00000, extent = 0.74482, type = O - area = 13092.00000, perimeter = 465.43701, major_axis_length = 197.04187, minor_axis_length = 85.83564, eccentricity = 0.90013, convex_area = 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448.29199, major_axis_length = 185.55368, minor_axis_length = 88.76694, eccentricity = 0.87815, convex_area = 13000.00000, extent = 0.78144, type = O - area = 12429.00000, perimeter = 469.60800, major_axis_length = 202.41467, minor_axis_length = 78.88987, eccentricity = 0.92092, convex_area = 12714.00000, extent = 0.55685, type = C - area = 14686.00000, perimeter = 490.40601, major_axis_length = 203.03380, minor_axis_length = 93.82804, eccentricity = 0.88681, convex_area = 15065.00000, extent = 0.61468, type = C - area = 13933.00000, perimeter = 471.71399, major_axis_length = 193.51672, minor_axis_length = 91.87624, eccentricity = 0.88011, convex_area = 14177.00000, extent = 0.74464, type = C - area = 12412.00000, perimeter = 456.57999, major_axis_length = 191.57162, minor_axis_length = 83.44986, eccentricity = 0.90014, convex_area = 12779.00000, extent = 0.64950, type = C - area = 11241.00000, perimeter = 417.15900, major_axis_length = 169.24779, minor_axis_length = 85.45879, eccentricity = 0.86316, convex_area = 11390.00000, extent = 0.62869, type = O - area = 15543.00000, perimeter = 507.38501, major_axis_length = 211.65121, minor_axis_length = 94.57140, eccentricity = 0.89462, convex_area = 15976.00000, extent = 0.65293, type = C - area = 11102.00000, perimeter = 423.59399, major_axis_length = 173.86256, minor_axis_length = 82.35934, eccentricity = 0.88068, convex_area = 11332.00000, extent = 0.59154, type = O - area = 12261.00000, perimeter = 438.89801, major_axis_length = 173.36475, minor_axis_length = 90.88268, eccentricity = 0.85158, convex_area = 12499.00000, extent = 0.77882, type = O - area = 12089.00000, perimeter = 439.49200, major_axis_length = 183.57666, minor_axis_length = 84.69468, eccentricity = 0.88721, convex_area = 12302.00000, extent = 0.81451, type = C - area = 14908.00000, perimeter = 499.46899, major_axis_length = 209.11948, minor_axis_length = 92.06287, eccentricity = 0.89788, convex_area = 15324.00000, extent = 0.76334, type = C - area = 14289.00000, perimeter = 488.48499, major_axis_length = 208.57388, minor_axis_length = 88.30962, eccentricity = 0.90594, convex_area = 14572.00000, extent = 0.79207, type = C - area = 13002.00000, perimeter = 472.47400, major_axis_length = 198.07727, minor_axis_length = 85.79917, eccentricity = 0.90132, convex_area = 13432.00000, extent = 0.69474, type = C - area = 11992.00000, perimeter = 431.15701, major_axis_length = 173.30000, minor_axis_length = 89.58514, eccentricity = 0.85602, convex_area = 12274.00000, extent = 0.77020, type = O - area = 10650.00000, perimeter = 407.16101, major_axis_length = 165.62000, minor_axis_length = 83.14749, eccentricity = 0.86485, convex_area = 10851.00000, extent = 0.61550, type = O - area = 13414.00000, perimeter = 479.90100, major_axis_length = 203.08597, minor_axis_length = 85.73688, eccentricity = 0.90652, convex_area = 13735.00000, extent = 0.71404, type = C - area = 12598.00000, perimeter = 445.18500, major_axis_length = 178.97925, 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14482.00000, perimeter = 486.16299, major_axis_length = 201.81453, minor_axis_length = 92.54988, eccentricity = 0.88865, convex_area = 14825.00000, extent = 0.64256, type = C + area = 11815.00000, perimeter = 456.60300, major_axis_length = 200.11070, minor_axis_length = 75.79282, eccentricity = 0.92550, convex_area = 12108.00000, extent = 0.73376, type = C + area = 14709.00000, perimeter = 515.84998, major_axis_length = 222.72284, minor_axis_length = 85.43156, eccentricity = 0.92351, convex_area = 14941.00000, extent = 0.52480, type = C + area = 11097.00000, perimeter = 436.14499, major_axis_length = 182.74286, minor_axis_length = 78.44048, eccentricity = 0.90319, convex_area = 11472.00000, extent = 0.62887, type = O + area = 14018.00000, perimeter = 480.86801, major_axis_length = 203.97838, minor_axis_length = 88.12711, eccentricity = 0.90185, convex_area = 14287.00000, extent = 0.72243, type = C + area = 11715.00000, perimeter = 439.70300, major_axis_length = 183.22273, minor_axis_length = 82.48322, eccentricity = 0.89294, convex_area = 11948.00000, extent = 0.60449, type = O + area = 12921.00000, perimeter = 476.74600, major_axis_length = 206.22263, minor_axis_length = 80.40368, eccentricity = 0.92086, convex_area = 13218.00000, extent = 0.54692, type = C + area = 11180.00000, perimeter = 427.70801, major_axis_length = 174.70352, minor_axis_length = 82.88113, eccentricity = 0.88030, convex_area = 11518.00000, extent = 0.72194, type = O + area = 11963.00000, perimeter = 432.29800, major_axis_length = 177.85712, minor_axis_length = 86.44563, eccentricity = 0.87394, convex_area = 12162.00000, extent = 0.80919, type = O + area = 13913.00000, perimeter = 493.60699, major_axis_length = 212.98547, minor_axis_length = 83.99135, eccentricity = 0.91896, convex_area = 14218.00000, extent = 0.57213, type = C + area = 15330.00000, perimeter = 501.69699, major_axis_length = 209.67932, minor_axis_length = 93.87273, eccentricity = 0.89419, convex_area = 15617.00000, extent = 0.58262, type = C + area = 9749.00000, perimeter = 398.68201, major_axis_length = 162.88123, minor_axis_length = 77.19672, eccentricity = 0.88055, convex_area = 9941.00000, extent = 0.59913, type = O + area = 10600.00000, perimeter = 414.86600, major_axis_length = 174.65054, minor_axis_length = 78.23211, eccentricity = 0.89407, convex_area = 10800.00000, extent = 0.60282, type = O + area = 10788.00000, perimeter = 402.33499, major_axis_length = 160.86864, minor_axis_length = 86.55402, eccentricity = 0.84292, convex_area = 10961.00000, extent = 0.76235, type = O + area = 12396.00000, perimeter = 443.15399, major_axis_length = 184.80183, minor_axis_length = 86.46866, eccentricity = 0.88378, convex_area = 12546.00000, extent = 0.58710, type = O + area = 14331.00000, perimeter = 495.14301, major_axis_length = 212.02896, minor_axis_length = 86.86129, eccentricity = 0.91224, convex_area = 14723.00000, extent = 0.66578, type = C + area = 15256.00000, perimeter = 495.77100, major_axis_length = 209.62132, minor_axis_length = 93.42302, eccentricity = 0.89519, convex_area = 15449.00000, extent = 0.57498, type = C + area = 10286.00000, perimeter = 406.71301, major_axis_length = 171.05067, minor_axis_length = 77.44872, eccentricity = 0.89162, convex_area = 10469.00000, extent = 0.61845, type = O + area = 14758.00000, perimeter = 500.01001, major_axis_length = 206.28514, minor_axis_length = 92.72487, eccentricity = 0.89328, convex_area = 15166.00000, extent = 0.58240, type = C + area = 10036.00000, perimeter = 402.85901, major_axis_length = 166.15659, minor_axis_length = 77.91069, eccentricity = 0.88325, convex_area = 10255.00000, extent = 0.59157, type = O + area = 15360.00000, perimeter = 515.29797, major_axis_length = 220.92175, minor_axis_length = 89.95549, eccentricity = 0.91335, convex_area = 15662.00000, extent = 0.64160, type = C + area = 16513.00000, perimeter = 525.98401, major_axis_length = 219.27544, minor_axis_length = 97.95169, eccentricity = 0.89468, convex_area = 16950.00000, extent = 0.61015, type = C + area = 12956.00000, perimeter = 458.65601, major_axis_length = 187.21146, minor_axis_length = 89.15869, eccentricity = 0.87931, convex_area = 13310.00000, extent = 0.71077, type = O + area = 10949.00000, perimeter = 414.27399, major_axis_length = 168.06389, minor_axis_length = 84.03284, eccentricity = 0.86602, convex_area = 11192.00000, extent = 0.61580, type = O + area = 12765.00000, perimeter = 460.34601, major_axis_length = 196.39055, minor_axis_length = 83.89897, eccentricity = 0.90415, convex_area = 13139.00000, extent = 0.57435, type = C + area = 14205.00000, perimeter = 487.35101, major_axis_length = 204.33224, minor_axis_length = 89.63425, eccentricity = 0.89865, convex_area = 14637.00000, extent = 0.77369, type = C + area = 13806.00000, perimeter = 494.03201, major_axis_length = 212.38689, minor_axis_length = 83.93067, eccentricity = 0.91860, convex_area = 14247.00000, extent = 0.53363, type = C + area = 14318.00000, perimeter = 477.49399, major_axis_length = 195.02356, minor_axis_length = 94.59473, eccentricity = 0.87449, convex_area = 14585.00000, extent = 0.76087, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_4/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_4/regress.stt index b9269b4..e518e3e 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_4/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_4/regress.stt @@ -1,11 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9605 0.9987 0.0000 18.154 3.408 6 2 26 5 0.9605 0.9987 0.0000 18.154 3.408 6 2 26 5 -1 0 0.9917 0.9987 0.0000 16.573 3.609 6 2 20 5 0.9761 0.9987 0.0000 17.363 3.508 6 2 26 5 -2 0 0.9930 0.9987 0.0000 15.116 3.620 6 2 60 6 0.9817 0.9987 0.0000 16.614 3.545 6 2 26 5 -3 0 0.9955 0.9987 0.0000 13.486 3.540 6 2 96 12 0.9852 0.9987 0.0000 15.832 3.544 6 2 26 5 -4 0 0.9930 0.9987 0.0000 12.940 3.481 6 2 32 7 0.9867 0.9987 0.0000 15.254 3.531 6 2 26 5 -5 0 0.9955 0.9987 0.0000 12.973 3.556 6 2 32 6 0.9882 0.9987 0.0000 14.874 3.536 6 2 26 5 -6 0 0.9980 0.9987 0.9973 11.310 3.230 6 2 6 3 0.9896 0.9987 0.0000 14.364 3.492 6 2 26 5 -7 0 0.9930 0.9987 0.0000 11.123 3.264 6 2 30 8 0.9900 0.9987 0.0000 13.959 3.463 6 2 26 5 -8 0 0.9955 0.9987 0.0000 10.800 3.232 6 2 44 8 0.9906 0.9987 0.0000 13.608 3.438 6 2 26 5 -9 0 0.9955 0.9987 0.0000 9.961 3.079 6 2 33 7 0.9911 0.9987 0.0000 13.243 3.402 6 2 26 5 +0 0 0.9531 0.9985 0.0000 18.490 3.386 10 5 44 5 0.9531 0.9985 0.0000 18.490 3.386 10 5 44 5 +1 0 0.9893 0.9985 0.0000 17.017 3.524 10 5 22 6 0.9712 0.9985 0.0000 17.754 3.455 10 5 44 5 +2 0 0.9868 0.9985 0.0000 16.889 3.670 10 5 49 8 0.9764 0.9985 0.0000 17.465 3.527 10 5 44 5 +3 0 0.9916 0.9985 0.0000 15.894 3.740 10 5 12 4 0.9802 0.9985 0.0000 17.073 3.580 10 5 44 5 +4 0 0.9941 0.9985 0.0000 15.021 3.795 10 5 23 7 0.9830 0.9985 0.0000 16.662 3.623 10 5 44 5 +5 0 0.9868 0.9985 0.0000 14.986 3.779 10 5 16 5 0.9836 0.9985 0.0000 16.383 3.649 10 5 44 5 +6 0 0.9917 0.9986 0.0000 12.169 3.401 34 12 37 8 0.9848 0.9986 0.0000 15.781 3.614 34 12 44 5 +7 0 0.9967 0.9986 0.0000 11.088 3.285 34 12 84 13 0.9863 0.9986 0.0000 15.194 3.572 34 12 44 5 +8 0 0.9942 0.9986 0.0000 10.045 3.191 34 12 55 9 0.9872 0.9986 0.0000 14.622 3.530 34 12 44 5 +9 0 0.9980 0.9986 0.9974 9.981 3.150 34 12 16 5 0.9882 0.9986 0.0000 14.158 3.492 34 12 44 5 +10 0 0.9967 0.9986 0.0000 8.944 2.853 34 12 21 10 0.9890 0.9986 0.0000 13.684 3.434 34 12 44 5 +11 0 0.9942 0.9986 0.0000 9.682 3.081 34 12 28 9 0.9894 0.9986 0.0000 13.351 3.405 34 12 44 5 +12 0 0.9980 0.9986 0.9973 9.451 2.980 34 12 12 4 0.9901 0.9986 0.0000 13.051 3.372 34 12 44 5 +13 0 0.9967 0.9986 0.0000 9.537 2.987 34 12 68 9 0.9906 0.9986 0.0000 12.800 3.344 34 12 44 5 +14 0 0.9980 0.9986 0.9977 9.155 2.976 12 5 3 1 0.9911 0.9986 0.0000 12.557 3.320 12 5 44 5 +15 0 0.9967 0.9986 0.0000 8.189 2.854 12 5 59 7 0.9914 0.9986 0.0000 12.284 3.291 12 5 44 5 +16 0 0.9955 0.9986 0.0000 7.655 2.774 12 5 19 7 0.9917 0.9986 0.0000 12.011 3.260 12 5 44 5 +17 0 0.9967 0.9986 0.0000 7.027 2.562 12 5 25 9 0.9919 0.9986 0.0000 11.735 3.222 12 5 44 5 +18 0 0.9967 0.9986 0.0000 6.911 2.578 12 5 11 4 0.9922 0.9986 0.0000 11.481 3.188 12 5 44 5 +19 0 0.9967 0.9986 0.0000 7.040 2.659 12 5 16 7 0.9924 0.9986 0.0000 11.259 3.161 12 5 44 5 +20 0 0.9980 0.9986 0.9980 6.669 2.571 12 5 3 1 0.9927 0.9986 0.0000 11.040 3.133 12 5 44 5 +21 0 0.9967 0.9986 0.0000 6.571 2.513 12 5 16 5 0.9929 0.9986 0.0000 10.837 3.105 12 5 44 5 +22 0 0.9980 0.9986 0.9980 6.100 2.311 12 5 3 2 0.9931 0.9986 0.0000 10.631 3.070 12 5 44 5 +23 0 0.9942 0.9986 0.0000 5.735 2.163 12 5 16 5 0.9931 0.9986 0.0000 10.427 3.033 12 5 44 5 +24 0 0.9980 0.9987 0.9970 5.714 2.150 7 3 3 1 0.9933 0.9987 0.0000 10.238 2.997 7 3 44 5 +25 0 0.9980 0.9987 0.9965 5.393 2.007 7 3 22 7 0.9935 0.9987 0.0000 10.052 2.959 7 3 44 5 +26 0 0.9980 0.9987 0.9965 5.129 1.971 7 3 21 7 0.9937 0.9987 0.0000 9.870 2.923 7 3 44 5 +27 0 0.9980 0.9987 0.9965 5.005 1.994 7 3 21 7 0.9938 0.9987 0.0000 9.696 2.889 7 3 44 5 +28 0 0.9980 0.9987 0.9980 4.611 1.821 7 3 6 3 0.9940 0.9987 0.0000 9.521 2.853 7 3 44 5 +29 0 0.9980 0.9987 0.9980 4.585 1.792 7 3 4 2 0.9941 0.9987 0.0000 9.356 2.817 7 3 44 5 +30 0 0.9980 0.9987 0.9956 4.200 1.664 7 3 6 3 0.9942 0.9987 0.0000 9.190 2.780 7 3 44 5 +31 0 0.9980 0.9987 0.9977 4.298 1.680 7 3 7 3 0.9944 0.9987 0.0000 9.037 2.746 7 3 44 5 +32 0 0.9980 0.9987 0.9977 4.076 1.589 7 3 8 4 0.9945 0.9987 0.0000 8.887 2.711 7 3 44 5 +33 0 0.9980 0.9987 0.9980 4.071 1.594 7 3 12 6 0.9946 0.9987 0.0000 8.745 2.678 7 3 44 5 +34 0 0.9980 0.9987 0.9980 4.290 1.659 7 3 1 0 0.9947 0.9987 0.0000 8.618 2.649 7 3 44 5 +35 0 0.9967 0.9987 0.0000 4.410 1.744 7 3 10 5 0.9947 0.9987 0.0000 8.501 2.624 7 3 44 5 +36 0 0.9980 0.9987 0.9959 4.490 1.801 7 3 11 4 0.9948 0.9987 0.0000 8.392 2.601 7 3 44 5 +37 0 0.9980 0.9987 0.9959 4.614 1.847 7 3 7 2 0.9949 0.9987 0.0000 8.293 2.581 7 3 44 5 +38 0 0.9980 0.9987 0.9980 4.433 1.786 7 3 3 1 0.9950 0.9987 0.0000 8.194 2.561 7 3 44 5 +39 0 0.9980 0.9987 0.9969 4.460 1.772 7 3 19 7 0.9950 0.9987 0.0000 8.101 2.541 7 3 44 5 +40 0 0.9980 0.9987 0.9978 4.469 1.746 7 3 21 6 0.9951 0.9987 0.0000 8.012 2.522 7 3 44 5 +41 0 0.9980 0.9987 0.9980 4.285 1.645 7 3 10 3 0.9952 0.9987 0.0000 7.923 2.501 7 3 44 5 +42 0 0.9967 0.9987 0.0000 4.393 1.715 7 3 21 6 0.9952 0.9987 0.0000 7.841 2.483 7 3 44 5 +43 0 0.9980 0.9987 0.9973 4.354 1.700 7 3 5 2 0.9953 0.9987 0.0000 7.762 2.465 7 3 44 5 +44 0 0.9980 0.9987 0.9978 4.541 1.772 7 3 10 4 0.9953 0.9987 0.0000 7.690 2.450 7 3 44 5 +45 0 0.9980 0.9987 0.9977 4.664 1.809 7 3 5 3 0.9954 0.9987 0.0000 7.625 2.436 7 3 44 5 +46 0 0.9967 0.9987 0.0000 4.600 1.795 7 3 18 4 0.9954 0.9987 0.0000 7.560 2.422 7 3 44 5 +47 0 0.9967 0.9987 0.0000 4.385 1.689 7 3 12 5 0.9955 0.9987 0.0000 7.494 2.407 7 3 44 5 +48 0 0.9980 0.9987 0.9977 4.339 1.663 7 3 4 2 0.9955 0.9987 0.0000 7.430 2.392 7 3 44 5 +49 0 0.9967 0.9987 0.0000 4.633 1.811 7 3 12 4 0.9955 0.9987 0.0000 7.374 2.380 7 3 44 5 +50 0 0.9980 0.9987 0.9980 4.744 1.819 7 3 1 0 0.9956 0.9987 0.0000 7.322 2.369 7 3 44 5 diff --git a/cmake-build-relwithdebinfo-addrsan/run_4/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_4/regress.sys index 212ac20..9a3ba5e 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_4/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_4/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 453. + no random number seed specfied; using 960. creating initial population(s): - 1095 trees were generated to fill the population of 800 (800 trees). + 1110 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -38,7 +38,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 6. evaluation complete. (0s wall) @@ -52,21 +52,143 @@ no checkpointing will be done. === generation 9. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 10. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 11. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 12. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 13. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 14. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 3079108 - freed: 3031108 + allocated: 9820792 + freed: 9772792 not freed: 48000 - max allocated: 466589 - malloc'ed blocks: 37513 + max allocated: 471677 + malloc'ed blocks: 146846 realloc'ed blocks: 7 - free'ed blocks: 37507 + free'ed blocks: 146840 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -74,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1418 - freed: 1418 + used: 3693 + freed: 3693 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_5/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_5/regress.bst index c6d339a..3baa8c3 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_5/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_5/regress.bst @@ -1,19 +1,20 @@ === BEST-OF-RUN === - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 TREE: - (- eccentricity - (exp -0.11778)) + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) TREE-equ: -y = (eccentricity - exp(-0.11778)) +y = (perimeter - ((log(major) - (-0.03169 * extent)) * minor)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_5/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_5/regress.fn index 4d1f7e9..924a51f 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_5/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_5/regress.fn @@ -1,13 +1,14 @@ -Hits: 2186, Total Size: 2810, Percent Hit: 77.793594 -CC: 948 -CO: 195 -OO: 1238 -OC: 429 -Fitness: 0.998739 -Hits: 792 +Hits: 2008, Total Size: 2810, Percent Hit: 71.459075 +CC: 834 +CO: 286 +OO: 1174 +OC: 516 +Fitness: 0.998621 +Hits: 724 -y = (eccentricity - exp(-0.11778)) +y = (perimeter - ((log(major) - (-0.03169 * extent)) * minor)) - (- eccentricity - (exp -0.11778)) + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_5/regress.his b/cmake-build-relwithdebinfo-addrsan/run_5/regress.his index 8deb2aa..2c09ac2 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_5/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_5/regress.his @@ -1,360 +1,1010 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 4 - depth: 2 - hits: 792 + nodes: 41 + depth: 6 + hits: 529 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 529 + raw fitness: 529.0000 + standardized fitness: 529.0000 + adjusted fitness: 0.9981 TREE: - (- eccentricity - (exp -0.11778)) + (* (exp (* (log (log (log extent))) + (exp (* (* extent area) + (log minor))))) + (/ (exp (exp (* (- major major) + (+ major major)))) + (- (exp (/ (- extent major) + (/ minor minor))) + (+ (log (exp minor)) + (log (* eccentricity area)))))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 1 + nodes: 23 + depth: 8 + hits: 530 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 530 + raw fitness: 530.0000 + standardized fitness: 530.0000 + adjusted fitness: 0.9981 TREE: - (- eccentricity - (exp -0.11778)) + (log (log (* (- (log (* (* (- eccentricity major) + (/ -0.33403 0.18212)) + (log (- eccentricity eccentricity)))) + (log extent)) + (log (- major convex))))) === BEST-OF-RUN === current generation: 2 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 2 + nodes: 14 + depth: 6 + hits: 558 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 558 + raw fitness: 558.0000 + standardized fitness: 558.0000 + adjusted fitness: 0.9982 TREE: - (- eccentricity - (exp -0.11778)) + (- convex + (exp (log (- (log area) + (+ (/ major extent) + (+ minor area)))))) === BEST-OF-RUN === current generation: 3 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 4 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 5 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 6 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 7 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 8 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 9 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 10 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 11 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 12 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 13 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 14 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 15 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 16 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 17 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 18 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 3 + nodes: 11 + depth: 5 + hits: 654 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 654 + raw fitness: 654.0000 + standardized fitness: 654.0000 + adjusted fitness: 0.9985 TREE: - (- eccentricity - (exp -0.11778)) + (/ -0.25397 + (+ eccentricity + (- (exp 0.14509) + (* eccentricity + (exp 0.84584))))) === BEST-OF-RUN === current generation: 19 - generation: 0 - nodes: 4 - depth: 2 - hits: 792 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 TOP INDIVIDUAL: -- #1 -- - hits: 792 - raw fitness: 792.0000 - standardized fitness: 792.0000 - adjusted fitness: 0.9987 + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 TREE: - (- eccentricity - (exp -0.11778)) + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 20 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 21 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 22 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 23 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 24 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 25 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 26 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 27 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 28 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 29 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 30 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 31 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 32 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 33 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 34 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 35 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 36 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 37 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 38 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 39 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 40 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 41 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 42 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 43 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 44 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 45 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 46 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 47 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 48 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 49 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) +=== BEST-OF-RUN === + current generation: 50 + generation: 19 + nodes: 10 + depth: 4 + hits: 724 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 724 + raw fitness: 724.0000 + standardized fitness: 724.0000 + adjusted fitness: 0.9986 +TREE: + (- perimeter + (* (- (log major) + (* -0.03169 extent)) minor)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_5/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_5/regress.prg index d9b9391..9432ff8 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_5/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_5/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 12323.00000, perimeter = 438.65302, major_axis_length = 174.60475, minor_axis_length = 91.00725, eccentricity = 0.85342, convex_area = 12504.00000, extent = 0.61566, type = O - area = 13269.00000, perimeter = 485.61499, major_axis_length = 207.12245, minor_axis_length = 83.32397, eccentricity = 0.91551, convex_area = 13741.00000, extent = 0.71477, type = C - area = 14227.00000, perimeter = 490.50400, major_axis_length = 206.49132, minor_axis_length = 88.69172, eccentricity = 0.90306, convex_area = 14529.00000, extent = 0.68713, type = C - area = 11530.00000, perimeter = 458.71201, major_axis_length = 197.87550, minor_axis_length = 75.38202, eccentricity = 0.92459, convex_area = 11918.00000, extent = 0.70032, type = C - area = 12375.00000, perimeter = 451.08099, major_axis_length 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10815.00000, perimeter = 414.06201, major_axis_length = 171.35051, minor_axis_length = 80.88232, eccentricity = 0.88158, convex_area = 11015.00000, extent = 0.72765, type = O + area = 10516.00000, perimeter = 409.55701, major_axis_length = 168.52023, minor_axis_length = 80.24091, eccentricity = 0.87936, convex_area = 10726.00000, extent = 0.63641, type = O + area = 14159.00000, perimeter = 489.43600, major_axis_length = 209.13132, minor_axis_length = 87.11465, eccentricity = 0.90911, convex_area = 14410.00000, extent = 0.54795, type = C + area = 15077.00000, perimeter = 504.63699, major_axis_length = 212.94246, minor_axis_length = 91.21267, eccentricity = 0.90362, convex_area = 15404.00000, extent = 0.78649, type = C + area = 13198.00000, perimeter = 468.45599, major_axis_length = 200.49115, minor_axis_length = 84.69169, eccentricity = 0.90640, convex_area = 13455.00000, extent = 0.73192, type = C + area = 13321.00000, perimeter = 473.99301, major_axis_length = 199.27257, minor_axis_length = 85.92883, eccentricity = 0.90225, convex_area = 13758.00000, extent = 0.56457, type = C + area = 10525.00000, perimeter = 409.73199, major_axis_length = 170.31516, minor_axis_length = 79.03762, eccentricity = 0.88580, convex_area = 10682.00000, extent = 0.60677, type = O + area = 12859.00000, perimeter = 445.01001, major_axis_length = 184.30518, minor_axis_length = 89.47381, eccentricity = 0.87426, convex_area = 13030.00000, extent = 0.71044, type = C + area = 11454.00000, perimeter = 419.31299, major_axis_length = 174.17632, minor_axis_length = 84.37674, eccentricity = 0.87483, convex_area = 11604.00000, extent = 0.82214, type = O + area = 10327.00000, perimeter = 403.39600, major_axis_length = 166.08113, minor_axis_length = 79.95890, eccentricity = 0.87648, convex_area = 10576.00000, extent = 0.62331, type = O + area = 10948.00000, perimeter = 408.43900, major_axis_length = 167.17612, minor_axis_length = 83.68789, eccentricity = 0.86568, convex_area = 11132.00000, extent = 0.75467, type = O + area = 17192.00000, perimeter = 528.34198, major_axis_length = 222.94994, minor_axis_length = 99.09267, eccentricity = 0.89580, convex_area = 17457.00000, extent = 0.62891, type = C + area = 14625.00000, perimeter = 492.95200, major_axis_length = 206.58922, minor_axis_length = 91.43079, eccentricity = 0.89673, convex_area = 14972.00000, extent = 0.73953, type = C + area = 16453.00000, perimeter = 523.87402, major_axis_length = 222.31219, minor_axis_length = 96.17852, eccentricity = 0.90157, convex_area = 16803.00000, extent = 0.75472, type = C + area = 16603.00000, perimeter = 513.52301, major_axis_length = 213.52026, minor_axis_length = 99.96153, eccentricity = 0.88364, convex_area = 16922.00000, extent = 0.60890, type = C + area = 15715.00000, perimeter = 511.25000, major_axis_length = 210.91161, minor_axis_length = 96.00474, eccentricity = 0.89039, convex_area = 16096.00000, extent = 0.58141, type = C + area = 14289.00000, perimeter = 488.48499, major_axis_length = 208.57388, minor_axis_length = 88.30962, eccentricity = 0.90594, convex_area = 14572.00000, extent = 0.79207, type = C + area = 11392.00000, perimeter = 427.74500, major_axis_length = 174.02287, minor_axis_length = 84.52708, eccentricity = 0.87411, convex_area = 11609.00000, extent = 0.60256, type = O + area = 14802.00000, perimeter = 497.83200, major_axis_length = 209.61795, minor_axis_length = 91.14713, eccentricity = 0.90051, convex_area = 15208.00000, extent = 0.62298, type = C + area = 13639.00000, perimeter = 482.41501, major_axis_length = 200.73622, minor_axis_length = 87.73310, eccentricity = 0.89943, convex_area = 14042.00000, extent = 0.73030, type = C + area = 13916.00000, perimeter = 478.87799, major_axis_length = 201.63968, minor_axis_length = 88.56097, eccentricity = 0.89839, convex_area = 14221.00000, extent = 0.60399, type = C + area = 14675.00000, perimeter = 493.92899, major_axis_length = 199.23363, minor_axis_length = 95.68336, eccentricity = 0.87713, convex_area = 15317.00000, extent = 0.61686, type = C + area = 14873.00000, perimeter = 499.61600, major_axis_length = 210.27750, minor_axis_length = 91.58362, eccentricity = 0.90017, convex_area = 15195.00000, extent = 0.57303, type = C + area = 15166.00000, perimeter = 502.16501, major_axis_length = 214.13986, minor_axis_length = 91.38511, eccentricity = 0.90437, convex_area = 15475.00000, extent = 0.79486, type = C + area = 13806.00000, perimeter = 490.51001, major_axis_length = 209.72084, minor_axis_length = 85.13124, eccentricity = 0.91391, convex_area = 14284.00000, extent = 0.79587, type = C + area = 14064.00000, perimeter = 488.94800, major_axis_length = 206.93329, minor_axis_length = 87.47862, eccentricity = 0.90625, convex_area = 14315.00000, extent = 0.75858, type = C + area = 11681.00000, perimeter = 422.04901, major_axis_length = 174.08575, minor_axis_length = 85.92032, eccentricity = 0.86972, convex_area = 11832.00000, extent = 0.60902, type = O + area = 15252.00000, perimeter = 501.33200, major_axis_length = 207.52405, minor_axis_length = 94.27309, eccentricity = 0.89086, convex_area = 15595.00000, extent = 0.59171, type = C + area = 11302.00000, perimeter = 418.95401, major_axis_length = 172.08990, minor_axis_length = 84.01643, eccentricity = 0.87272, convex_area = 11501.00000, extent = 0.62004, type = O + area = 11050.00000, perimeter = 424.73401, major_axis_length = 175.59836, minor_axis_length = 80.98215, eccentricity = 0.88731, convex_area = 11295.00000, extent = 0.59300, type = O + area = 11900.00000, perimeter = 442.42300, major_axis_length = 184.06094, minor_axis_length = 83.16405, eccentricity = 0.89210, convex_area = 12119.00000, extent = 0.60388, type = O + area = 11440.00000, perimeter = 425.81601, major_axis_length = 170.72098, minor_axis_length = 87.25544, eccentricity = 0.85952, convex_area = 11750.00000, extent = 0.66508, type = O + area = 11752.00000, perimeter = 428.66101, major_axis_length = 172.25977, minor_axis_length = 89.06375, eccentricity = 0.85597, convex_area = 12082.00000, extent = 0.65000, type = O + area = 12692.00000, perimeter = 465.17200, major_axis_length = 193.20732, minor_axis_length = 85.29054, eccentricity = 0.89729, convex_area = 13118.00000, extent = 0.71480, type = C + area = 18913.00000, perimeter = 541.74597, major_axis_length = 227.13548, minor_axis_length = 106.94836, eccentricity = 0.88221, convex_area = 19099.00000, extent = 0.80412, type = C + area = 14385.00000, perimeter = 496.97800, major_axis_length = 214.26955, minor_axis_length = 86.03324, eccentricity = 0.91585, convex_area = 14604.00000, extent = 0.77627, type = C + area = 10211.00000, perimeter = 392.35300, major_axis_length = 163.19708, minor_axis_length = 80.24487, eccentricity = 0.87076, convex_area = 10348.00000, extent = 0.75347, type = O + area = 12008.00000, perimeter = 440.51801, major_axis_length = 185.98866, minor_axis_length = 83.02412, eccentricity = 0.89484, convex_area = 12227.00000, extent = 0.69940, type = O + area = 16678.00000, perimeter = 523.31000, major_axis_length = 216.89737, minor_axis_length = 99.04490, eccentricity = 0.88965, convex_area = 17089.00000, extent = 0.80345, type = C + area = 11332.00000, perimeter = 449.26001, major_axis_length = 194.78192, minor_axis_length = 75.36935, eccentricity = 0.92210, convex_area = 11671.00000, extent = 0.67368, type = C + area = 12089.00000, perimeter = 440.72601, major_axis_length = 179.96233, minor_axis_length = 86.65957, eccentricity = 0.87642, convex_area = 12390.00000, extent = 0.66687, type = O + area = 16559.00000, perimeter = 524.12903, major_axis_length = 223.63762, minor_axis_length = 94.94791, eccentricity = 0.90540, convex_area = 16961.00000, extent = 0.77509, type = C + area = 11815.00000, perimeter = 456.60300, major_axis_length = 200.11070, minor_axis_length = 75.79282, eccentricity = 0.92550, convex_area = 12108.00000, extent = 0.73376, type = C + area = 12181.00000, perimeter = 456.93799, major_axis_length = 194.85516, minor_axis_length = 80.28487, eccentricity = 0.91117, convex_area = 12489.00000, extent = 0.58489, type = C + area = 15367.00000, perimeter = 501.90701, major_axis_length = 210.05598, minor_axis_length = 94.47918, eccentricity = 0.89314, convex_area = 15644.00000, extent = 0.79061, type = C + area = 9622.00000, perimeter = 403.77399, major_axis_length = 170.71799, minor_axis_length = 72.92541, eccentricity = 0.90417, convex_area = 9897.00000, extent = 0.70290, type = O + area = 9862.00000, perimeter = 396.86200, major_axis_length = 166.76166, minor_axis_length = 75.71849, eccentricity = 0.89098, convex_area = 10064.00000, extent = 0.64039, type = O + area = 10731.00000, perimeter = 414.17499, major_axis_length = 170.21010, minor_axis_length = 81.19894, eccentricity = 0.87888, convex_area = 10922.00000, extent = 0.59320, type = O + area = 12518.00000, perimeter = 460.85400, major_axis_length = 188.43774, minor_axis_length = 86.61430, eccentricity = 0.88810, convex_area = 12903.00000, extent = 0.73256, type = O + area = 15830.00000, perimeter = 516.23199, major_axis_length = 220.81924, minor_axis_length = 92.34399, eccentricity = 0.90836, convex_area = 16074.00000, extent = 0.70144, type = C + area = 10567.00000, perimeter = 398.59201, major_axis_length = 161.45715, minor_axis_length = 83.76702, eccentricity = 0.85488, convex_area = 10720.00000, extent = 0.64112, type = O diff --git a/cmake-build-relwithdebinfo-addrsan/run_5/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_5/regress.stt index 2d0e3ef..4703df3 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_5/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_5/regress.stt @@ -1,21 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9556 0.9987 0.0000 17.613 3.319 4 2 37 6 0.9556 0.9987 0.0000 17.613 3.319 4 2 37 6 -1 0 0.9880 0.9987 0.0000 15.464 3.356 4 2 15 5 0.9718 0.9987 0.0000 16.538 3.337 4 2 37 6 -2 0 0.9955 0.9987 0.0000 14.829 3.414 4 2 36 5 0.9797 0.9987 0.0000 15.968 3.363 4 2 37 6 -3 0 0.9941 0.9987 0.0000 14.078 3.525 4 2 19 6 0.9833 0.9987 0.0000 15.496 3.403 4 2 37 6 -4 0 0.9980 0.9987 0.9979 12.586 3.417 4 2 32 7 0.9862 0.9987 0.0000 14.914 3.406 4 2 37 6 -5 0 0.9942 0.9987 0.0000 12.729 3.535 4 2 63 10 0.9876 0.9987 0.0000 14.550 3.428 4 2 37 6 -6 0 0.9930 0.9987 0.0000 11.939 3.413 4 2 63 7 0.9883 0.9987 0.0000 14.177 3.426 4 2 37 6 -7 0 0.9929 0.9987 0.0000 10.980 3.295 4 2 48 9 0.9889 0.9987 0.0000 13.777 3.409 4 2 37 6 -8 0 0.9942 0.9987 0.0000 10.205 3.123 4 2 5 2 0.9895 0.9987 0.0000 13.380 3.377 4 2 37 6 -9 0 0.9942 0.9987 0.0000 9.806 3.121 4 2 35 9 0.9900 0.9987 0.0000 13.023 3.352 4 2 37 6 -10 0 0.9955 0.9987 0.0000 9.476 3.050 4 2 18 6 0.9905 0.9987 0.0000 12.700 3.324 4 2 37 6 -11 0 0.9955 0.9987 0.0000 9.114 2.965 4 2 7 4 0.9909 0.9987 0.0000 12.401 3.294 4 2 37 6 -12 0 0.9967 0.9987 0.0000 8.974 2.940 4 2 65 6 0.9913 0.9987 0.0000 12.138 3.267 4 2 37 6 -13 0 0.9967 0.9987 0.0000 8.541 2.801 4 2 27 6 0.9917 0.9987 0.0000 11.881 3.234 4 2 37 6 -14 0 0.9955 0.9987 0.0000 8.346 2.821 4 2 10 4 0.9920 0.9987 0.0000 11.645 3.206 4 2 37 6 -15 0 0.9980 0.9987 0.9952 7.844 2.754 4 2 8 4 0.9924 0.9987 0.0000 11.408 3.178 4 2 37 6 -16 0 0.9980 0.9987 0.9973 7.671 2.646 4 2 8 3 0.9927 0.9987 0.0000 11.188 3.147 4 2 37 6 -17 0 0.9980 0.9987 0.9980 8.164 2.705 4 2 1 0 0.9930 0.9987 0.0000 11.020 3.122 4 2 37 6 -18 0 0.9967 0.9987 0.0000 7.800 2.665 4 2 16 6 0.9932 0.9987 0.0000 10.850 3.098 4 2 37 6 -19 0 0.9967 0.9987 0.0000 7.571 2.635 4 2 73 8 0.9934 0.9987 0.0000 10.686 3.075 4 2 37 6 +0 0 0.9556 0.9981 0.0000 18.130 3.333 41 6 76 6 0.9556 0.9981 0.0000 18.130 3.333 41 6 76 6 +1 0 0.9855 0.9981 0.0000 16.329 3.390 23 8 36 5 0.9705 0.9981 0.0000 17.229 3.361 23 8 76 6 +2 0 0.9943 0.9982 0.0000 15.518 3.431 14 6 53 7 0.9785 0.9982 0.0000 16.659 3.385 14 6 76 6 +3 0 0.9980 0.9985 0.9892 14.164 3.547 11 5 26 6 0.9833 0.9985 0.0000 16.035 3.425 11 5 76 6 +4 0 0.9930 0.9985 0.0000 14.030 3.580 11 5 13 5 0.9853 0.9985 0.0000 15.634 3.456 11 5 76 6 +5 0 0.9930 0.9985 0.0000 13.110 3.422 11 5 11 4 0.9866 0.9985 0.0000 15.213 3.451 11 5 76 6 +6 0 0.9943 0.9985 0.0000 11.914 3.284 11 5 79 10 0.9877 0.9985 0.0000 14.742 3.427 11 5 76 6 +7 0 0.9943 0.9985 0.0000 11.725 3.254 11 5 17 7 0.9885 0.9985 0.0000 14.365 3.405 11 5 76 6 +8 0 0.9968 0.9985 0.0000 10.355 3.109 11 5 40 8 0.9894 0.9985 0.0000 13.919 3.372 11 5 76 6 +9 0 0.9968 0.9985 0.0000 9.223 2.871 11 5 57 10 0.9902 0.9985 0.0000 13.450 3.322 11 5 76 6 +10 0 0.9980 0.9985 0.9979 8.072 2.703 11 5 15 6 0.9909 0.9985 0.0000 12.961 3.266 11 5 76 6 +11 0 0.9918 0.9985 0.0000 7.889 2.688 11 5 32 8 0.9909 0.9985 0.0000 12.538 3.218 11 5 76 6 +12 0 0.9980 0.9985 0.9979 7.239 2.530 11 5 24 8 0.9915 0.9985 0.0000 12.130 3.165 11 5 76 6 +13 0 0.9980 0.9985 0.9971 7.204 2.609 11 5 14 6 0.9920 0.9985 0.0000 11.779 3.125 11 5 76 6 +14 0 0.9980 0.9985 0.9979 6.997 2.502 11 5 3 1 0.9924 0.9985 0.0000 11.460 3.083 11 5 76 6 +15 0 0.9955 0.9985 0.0000 6.965 2.475 11 5 23 8 0.9926 0.9985 0.0000 11.179 3.045 11 5 76 6 +16 0 0.9955 0.9985 0.0000 6.577 2.431 11 5 8 4 0.9927 0.9985 0.0000 10.908 3.009 11 5 76 6 +17 0 0.9968 0.9985 0.0000 6.080 2.232 11 5 44 12 0.9930 0.9985 0.0000 10.640 2.966 11 5 76 6 +18 0 0.9980 0.9985 0.9972 6.085 2.336 11 5 11 4 0.9932 0.9985 0.0000 10.400 2.933 11 5 76 6 +19 0 0.9980 0.9986 0.9978 5.556 2.236 10 4 4 2 0.9935 0.9986 0.0000 10.158 2.898 10 4 76 6 +20 0 0.9968 0.9986 0.0000 5.332 2.158 10 4 11 5 0.9936 0.9986 0.0000 9.928 2.863 10 4 76 6 +21 0 0.9980 0.9986 0.9971 5.255 2.129 10 4 15 7 0.9938 0.9986 0.0000 9.716 2.830 10 4 76 6 +22 0 0.9955 0.9986 0.0000 5.343 2.204 10 4 24 11 0.9939 0.9986 0.0000 9.526 2.802 10 4 76 6 +23 0 0.9980 0.9986 0.9980 5.470 2.220 10 4 17 7 0.9941 0.9986 0.0000 9.357 2.778 10 4 76 6 +24 0 0.9980 0.9986 0.9978 5.357 2.140 10 4 9 4 0.9942 0.9986 0.0000 9.197 2.753 10 4 76 6 +25 0 0.9980 0.9986 0.9972 5.324 2.103 10 4 7 3 0.9944 0.9986 0.0000 9.048 2.728 10 4 76 6 +26 0 0.9980 0.9986 0.9978 5.189 2.069 10 4 4 2 0.9945 0.9986 0.0000 8.905 2.703 10 4 76 6 +27 0 0.9980 0.9986 0.9979 4.777 1.911 10 4 7 4 0.9946 0.9986 0.0000 8.757 2.675 10 4 76 6 +28 0 0.9955 0.9986 0.0000 4.821 1.925 10 4 8 4 0.9947 0.9986 0.0000 8.622 2.649 10 4 76 6 +29 0 0.9980 0.9986 0.9980 4.555 1.799 10 4 5 2 0.9948 0.9986 0.0000 8.486 2.621 10 4 76 6 +30 0 0.9968 0.9986 0.0000 4.450 1.741 10 4 9 3 0.9948 0.9986 0.0000 8.356 2.592 10 4 76 6 +31 0 0.9968 0.9986 0.0000 4.308 1.673 10 4 6 3 0.9949 0.9986 0.0000 8.229 2.564 10 4 76 6 +32 0 0.9980 0.9986 0.9976 4.322 1.673 10 4 4 2 0.9950 0.9986 0.0000 8.111 2.537 10 4 76 6 +33 0 0.9968 0.9986 0.0000 4.300 1.694 10 4 16 6 0.9951 0.9986 0.0000 7.999 2.512 10 4 76 6 +34 0 0.9968 0.9986 0.0000 4.170 1.634 10 4 12 4 0.9951 0.9986 0.0000 7.890 2.487 10 4 76 6 +35 0 0.9968 0.9986 0.0000 3.900 1.518 10 4 19 6 0.9951 0.9986 0.0000 7.779 2.460 10 4 76 6 +36 0 0.9968 0.9986 0.0000 4.011 1.549 10 4 13 5 0.9952 0.9986 0.0000 7.677 2.435 10 4 76 6 +37 0 0.9980 0.9986 0.9980 3.981 1.525 10 4 3 1 0.9953 0.9986 0.0000 7.580 2.411 10 4 76 6 +38 0 0.9955 0.9986 0.0000 3.953 1.480 10 4 14 5 0.9953 0.9986 0.0000 7.487 2.387 10 4 76 6 +39 0 0.9980 0.9986 0.9974 4.020 1.516 10 4 9 4 0.9953 0.9986 0.0000 7.400 2.366 10 4 76 6 +40 0 0.9968 0.9986 0.0000 4.011 1.551 10 4 8 4 0.9954 0.9986 0.0000 7.317 2.346 10 4 76 6 +41 0 0.9980 0.9986 0.9975 4.229 1.651 10 4 10 5 0.9954 0.9986 0.0000 7.244 2.329 10 4 76 6 +42 0 0.9980 0.9986 0.9976 4.346 1.701 10 4 13 5 0.9955 0.9986 0.0000 7.176 2.315 10 4 76 6 +43 0 0.9980 0.9986 0.9972 4.121 1.639 10 4 11 4 0.9956 0.9986 0.0000 7.107 2.299 10 4 76 6 +44 0 0.9980 0.9986 0.9977 4.190 1.654 10 4 7 3 0.9956 0.9986 0.0000 7.042 2.285 10 4 76 6 +45 0 0.9980 0.9986 0.9978 4.410 1.732 10 4 10 4 0.9957 0.9986 0.0000 6.985 2.273 10 4 76 6 +46 0 0.9980 0.9986 0.9975 4.442 1.768 10 4 5 2 0.9957 0.9986 0.0000 6.931 2.262 10 4 76 6 +47 0 0.9968 0.9986 0.0000 4.641 1.854 10 4 12 5 0.9957 0.9986 0.0000 6.883 2.254 10 4 76 6 +48 0 0.9980 0.9986 0.9978 4.499 1.776 10 4 8 4 0.9958 0.9986 0.0000 6.834 2.244 10 4 76 6 +49 0 0.9968 0.9986 0.0000 4.729 1.896 10 4 12 4 0.9958 0.9986 0.0000 6.792 2.237 10 4 76 6 +50 0 0.9980 0.9986 0.9979 4.444 1.758 10 4 4 2 0.9958 0.9986 0.0000 6.746 2.227 10 4 76 6 diff --git a/cmake-build-relwithdebinfo-addrsan/run_5/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_5/regress.sys index 79820d0..f4e24ab 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_5/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_5/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 28. + no random number seed specfied; using 574. creating initial population(s): - 1100 trees were generated to fill the population of 800 (800 trees). + 1097 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -41,7 +41,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 6. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 7. evaluation complete. (0s wall) @@ -82,21 +82,113 @@ no checkpointing will be done. === generation 19. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 5047223 - freed: 4999223 + allocated: 9395645 + freed: 9347645 not freed: 48000 - max allocated: 455124 - malloc'ed blocks: 64462 + max allocated: 465877 + malloc'ed blocks: 146326 realloc'ed blocks: 7 - free'ed blocks: 64456 + free'ed blocks: 146320 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -104,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1914 - freed: 1914 + used: 3706 + freed: 3706 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_6/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_6/regress.bst index afe38d6..886aefc 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_6/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_6/regress.bst @@ -1,31 +1,23 @@ === BEST-OF-RUN === - generation: 14 - nodes: 59 + generation: 37 + nodes: 27 depth: 9 - hits: 795 + hits: 806 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) TREE-equ: -y = ((((log(log(area)) + (exp(major) / log(major))) * (((eccentricity / exp(minor)) * perimeter) * exp(((exp(extent) * eccentricity) - minor)))) - (area * perimeter)) + ((area - ((((major * (major * (major * 0.32111))) / (extent * minor)) / perimeter) - area)) * (((perimeter - perimeter) - area) + exp(((minor / eccentricity) / perimeter))))) +y = (log(((minor - ((major * eccentricity) + log((((eccentricity / convex) + perimeter) * eccentricity)))) / (log(extent) + (minor + extent)))) * exp(log(log(eccentricity)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_6/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_6/regress.fn index 312067f..dec0f01 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_6/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_6/regress.fn @@ -1,25 +1,17 @@ -Hits: 2190, Total Size: 2810, Percent Hit: 77.935943 -CC: 986 -CO: 125 -OO: 1204 -OC: 495 -Fitness: 0.998744 -Hits: 795 +Hits: 2152, Total Size: 2810, Percent Hit: 76.583630 +CC: 917 +CO: 194 +OO: 1235 +OC: 464 +Fitness: 0.998761 +Hits: 806 -y = ((((log(log(area)) + (exp(major) / log(major))) * (((eccentricity / exp(minor)) * perimeter) * exp(((exp(extent) * eccentricity) - minor)))) - (area * perimeter)) + ((area - ((((major * (major * (major * 0.32111))) / (extent * minor)) / perimeter) - area)) * (((perimeter - perimeter) - area) + exp(((minor / eccentricity) / perimeter))))) +y = (log(((minor - ((major * eccentricity) + log((((eccentricity / convex) + perimeter) * eccentricity)))) / (log(extent) + (minor + extent)))) * exp(log(log(eccentricity)))) - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_6/regress.his b/cmake-build-relwithdebinfo-addrsan/run_6/regress.his index 454fe86..ce903e1 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_6/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_6/regress.his @@ -1,644 +1,1105 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 11 + nodes: 24 depth: 4 - hits: 588 + hits: 604 TOP INDIVIDUAL: -- #1 -- - hits: 588 - raw fitness: 588.0000 - standardized fitness: 588.0000 + hits: 604 + raw fitness: 604.0000 + standardized fitness: 604.0000 adjusted fitness: 0.9983 TREE: - (log (/ (log (exp perimeter)) - (* (exp 0.50911) - (* perimeter extent)))) + (/ (exp (* (/ major -0.11343) + (* extent 0.58766))) + (* (* (/ 0.89231 perimeter) + (/ convex major)) + (- (+ minor extent) + (* minor major)))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 11 - depth: 4 - hits: 588 + generation: 1 + nodes: 25 + depth: 6 + hits: 606 TOP INDIVIDUAL: -- #1 -- - hits: 588 - raw fitness: 588.0000 - standardized fitness: 588.0000 - adjusted fitness: 0.9983 + hits: 606 + raw fitness: 606.0000 + standardized fitness: 606.0000 + adjusted fitness: 0.9984 TREE: - (log (/ (log (exp perimeter)) - (* (exp 0.50911) - (* perimeter extent)))) + (* (* (exp (/ (- convex area) + (log extent))) + (exp (log (- major minor)))) + (log (+ (/ (exp (+ 0.76715 eccentricity)) major) + (log (exp eccentricity))))) === BEST-OF-RUN === current generation: 2 - generation: 2 - nodes: 23 - depth: 5 - hits: 619 + generation: 1 + nodes: 25 + depth: 6 + hits: 606 TOP INDIVIDUAL: -- #1 -- - hits: 619 - raw fitness: 619.0000 - standardized fitness: 619.0000 + hits: 606 + raw fitness: 606.0000 + standardized fitness: 606.0000 adjusted fitness: 0.9984 TREE: - (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) + (* (* (exp (/ (- convex area) + (log extent))) + (exp (log (- major minor)))) + (log (+ (/ (exp (+ 0.76715 eccentricity)) major) + (log (exp eccentricity))))) === BEST-OF-RUN === current generation: 3 - generation: 2 - nodes: 23 - depth: 5 - hits: 619 + generation: 3 + nodes: 26 + depth: 6 + hits: 608 TOP INDIVIDUAL: -- #1 -- - hits: 619 - raw fitness: 619.0000 - standardized fitness: 619.0000 + hits: 608 + raw fitness: 608.0000 + standardized fitness: 608.0000 adjusted fitness: 0.9984 TREE: - (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) + (* (* (exp (/ (- convex area) + (log extent))) + (- (log perimeter) + (/ convex area))) + (log (+ (/ (exp (+ 0.76715 eccentricity)) major) + (log (exp eccentricity))))) === BEST-OF-RUN === current generation: 4 - generation: 4 - nodes: 25 + generation: 3 + nodes: 26 depth: 6 - hits: 765 + hits: 608 TOP INDIVIDUAL: -- #1 -- - hits: 765 - raw fitness: 765.0000 - standardized fitness: 765.0000 - adjusted fitness: 0.9987 + hits: 608 + raw fitness: 608.0000 + standardized fitness: 608.0000 + adjusted fitness: 0.9984 TREE: - (+ (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) major) + (* (* (exp (/ (- convex area) + (log extent))) + (- (log perimeter) + (/ convex area))) + (log (+ (/ (exp (+ 0.76715 eccentricity)) major) + (log (exp eccentricity))))) === BEST-OF-RUN === current generation: 5 - generation: 4 - nodes: 25 - depth: 6 - hits: 765 + generation: 5 + nodes: 13 + depth: 5 + hits: 668 TOP INDIVIDUAL: -- #1 -- - hits: 765 - raw fitness: 765.0000 - standardized fitness: 765.0000 - adjusted fitness: 0.9987 + hits: 668 + raw fitness: 668.0000 + standardized fitness: 668.0000 + adjusted fitness: 0.9985 TREE: - (+ (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) major) + (- (log (* (+ area + (- major area)) + (exp (+ perimeter major)))) area) === BEST-OF-RUN === current generation: 6 - generation: 4 - nodes: 25 - depth: 6 - hits: 765 + generation: 6 + nodes: 11 + depth: 5 + hits: 700 TOP INDIVIDUAL: -- #1 -- - hits: 765 - raw fitness: 765.0000 - standardized fitness: 765.0000 - adjusted fitness: 0.9987 + hits: 700 + raw fitness: 700.0000 + standardized fitness: 700.0000 + adjusted fitness: 0.9986 TREE: - (+ (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) major) + (- (log (* (+ area convex) + (exp (+ perimeter major)))) area) === BEST-OF-RUN === current generation: 7 - generation: 4 - nodes: 25 - depth: 6 - hits: 765 + generation: 6 + nodes: 11 + depth: 5 + hits: 700 TOP INDIVIDUAL: -- #1 -- - hits: 765 - raw fitness: 765.0000 - standardized fitness: 765.0000 - adjusted fitness: 0.9987 + hits: 700 + raw fitness: 700.0000 + standardized fitness: 700.0000 + adjusted fitness: 0.9986 TREE: - (+ (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) major) + (- (log (* (+ area convex) + (exp (+ perimeter major)))) area) === BEST-OF-RUN === current generation: 8 - generation: 4 - nodes: 25 - depth: 6 - hits: 765 + generation: 6 + nodes: 11 + depth: 5 + hits: 700 TOP INDIVIDUAL: -- #1 -- - hits: 765 - raw fitness: 765.0000 - standardized fitness: 765.0000 - adjusted fitness: 0.9987 + hits: 700 + raw fitness: 700.0000 + standardized fitness: 700.0000 + adjusted fitness: 0.9986 TREE: - (+ (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) major) + (- (log (* (+ area convex) + (exp (+ perimeter major)))) area) === BEST-OF-RUN === current generation: 9 - generation: 4 - nodes: 25 + generation: 9 + nodes: 21 depth: 6 - hits: 765 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 765 - raw fitness: 765.0000 - standardized fitness: 765.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) major) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 10 - generation: 4 - nodes: 25 + generation: 9 + nodes: 21 depth: 6 - hits: 765 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 765 - raw fitness: 765.0000 - standardized fitness: 765.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (* perimeter - (+ (+ (exp (- convex convex)) - (+ (/ 0.37696 extent) - (log major))) - (* (log (- 0.63644 eccentricity)) - (log (- eccentricity major))))) major) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 11 - generation: 11 - nodes: 47 - depth: 8 - hits: 778 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 778 - raw fitness: 778.0000 - standardized fitness: 778.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (log (log (* major minor))) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 12 - generation: 11 - nodes: 47 - depth: 8 - hits: 778 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 778 - raw fitness: 778.0000 - standardized fitness: 778.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (log (log (* major minor))) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 13 - generation: 11 - nodes: 47 - depth: 8 - hits: 778 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 778 - raw fitness: 778.0000 - standardized fitness: 778.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (log (log (* major minor))) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 14 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 15 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 16 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 17 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 18 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 19 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 9 + nodes: 21 + depth: 6 + hits: 800 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 800 + raw fitness: 800.0000 + standardized fitness: 800.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log convex))) + (+ (log extent) + (+ minor extent)))) + (exp (/ extent major))) === BEST-OF-RUN === current generation: 20 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 20 + nodes: 21 + depth: 6 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log minor))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) === BEST-OF-RUN === current generation: 21 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 20 + nodes: 21 + depth: 6 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log minor))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) === BEST-OF-RUN === current generation: 22 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 20 + nodes: 21 + depth: 6 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log minor))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) === BEST-OF-RUN === current generation: 23 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 20 + nodes: 21 + depth: 6 + hits: 803 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 803 + raw fitness: 803.0000 + standardized fitness: 803.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log minor))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) === BEST-OF-RUN === current generation: 24 - generation: 14 - nodes: 59 - depth: 9 - hits: 795 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 TOP INDIVIDUAL: -- #1 -- - hits: 795 - raw fitness: 795.0000 - standardized fitness: 795.0000 - adjusted fitness: 0.9987 + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 TREE: - (+ (- (* (+ (log (log area)) - (/ (exp major) - (log major))) - (* (* (/ eccentricity - (exp minor)) perimeter) - (exp (- (* (exp extent) eccentricity) minor)))) - (* area perimeter)) - (* (- area - (- (/ (/ (* major - (* major - (* major 0.32111))) - (* extent minor)) perimeter) area)) - (+ (- (- perimeter perimeter) area) - (exp (/ (/ minor eccentricity) perimeter))))) + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 25 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 26 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 27 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 28 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 29 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 30 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 31 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 32 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 33 + generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log 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generation: 24 + nodes: 27 + depth: 10 + hits: 804 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 804 + raw fitness: 804.0000 + standardized fitness: 804.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (exp (log major)) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 37 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 38 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 39 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 40 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 41 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 42 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 43 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 44 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 45 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 46 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 47 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 48 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 49 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) +=== BEST-OF-RUN === + current generation: 50 + generation: 37 + nodes: 27 + depth: 9 + hits: 806 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 806 + raw fitness: 806.0000 + standardized fitness: 806.0000 + adjusted fitness: 0.9988 +TREE: + (* (log (/ (- minor + (+ (* major eccentricity) + (log (* (+ (/ eccentricity convex) perimeter) eccentricity)))) + (+ (log extent) + (+ minor extent)))) + (exp (log (log eccentricity)))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_6/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_6/regress.prg index 0459207..9e415ce 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_6/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_6/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 10983.00000, perimeter = 417.70999, major_axis_length = 171.84035, minor_axis_length = 82.69301, eccentricity = 0.87660, convex_area = 11229.00000, extent = 0.77481, type = O - area = 11672.00000, perimeter = 430.64200, major_axis_length = 177.94815, minor_axis_length = 84.67979, eccentricity = 0.87952, convex_area = 11849.00000, extent = 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minor_axis_length = 76.79645, eccentricity = 0.87723, convex_area = 9708.00000, extent = 0.70095, type = O + area = 14712.00000, perimeter = 496.03601, major_axis_length = 212.73993, minor_axis_length = 89.09264, eccentricity = 0.90808, convex_area = 14925.00000, extent = 0.73395, type = C + area = 13434.00000, perimeter = 455.82300, major_axis_length = 184.17033, minor_axis_length = 93.38285, eccentricity = 0.86192, convex_area = 13686.00000, extent = 0.63584, type = C + area = 10580.00000, perimeter = 409.08899, major_axis_length = 173.31699, minor_axis_length = 78.04712, eccentricity = 0.89287, convex_area = 10731.00000, extent = 0.58132, type = O + area = 12223.00000, perimeter = 445.43900, major_axis_length = 185.02908, minor_axis_length = 85.37151, eccentricity = 0.88719, convex_area = 12460.00000, extent = 0.79603, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_6/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_6/regress.stt index 8349c0a..a0a735c 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_6/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_6/regress.stt @@ -1,26 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9569 0.9983 0.0000 16.896 3.270 11 4 92 6 0.9569 0.9983 0.0000 16.896 3.270 11 4 92 6 -1 0 0.9955 0.9983 0.0000 15.265 3.379 11 4 41 6 0.9762 0.9983 0.0000 16.081 3.324 11 4 92 6 -2 0 0.9943 0.9984 0.0000 15.377 3.522 23 5 32 7 0.9822 0.9984 0.0000 15.846 3.390 23 5 92 6 -3 0 0.9955 0.9984 0.0000 13.399 3.395 23 5 42 6 0.9856 0.9984 0.0000 15.234 3.392 23 5 92 6 -4 0 0.9943 0.9987 0.0000 12.760 3.462 25 6 26 8 0.9873 0.9987 0.0000 14.739 3.406 25 6 92 6 -5 0 0.9943 0.9987 0.0000 12.822 3.419 25 6 23 6 0.9885 0.9987 0.0000 14.420 3.408 25 6 92 6 -6 0 0.9931 0.9987 0.0000 11.386 3.176 25 6 7 3 0.9891 0.9987 0.0000 13.987 3.375 25 6 92 6 -7 0 0.9918 0.9987 0.0000 11.274 3.220 25 6 7 3 0.9895 0.9987 0.0000 13.648 3.355 25 6 92 6 -8 0 0.9968 0.9987 0.0000 10.140 3.060 25 6 9 3 0.9903 0.9987 0.0000 13.258 3.323 25 6 92 6 -9 0 0.9980 0.9987 0.9979 9.869 3.039 25 6 6 3 0.9911 0.9987 0.0000 12.919 3.294 25 6 92 6 -10 0 0.9956 0.9987 0.0000 9.443 3.081 25 6 46 8 0.9915 0.9987 0.0000 12.603 3.275 25 6 92 6 -11 0 0.9968 0.9987 0.0000 8.887 2.990 47 8 85 13 0.9919 0.9987 0.0000 12.293 3.251 47 8 92 6 -12 0 0.9968 0.9987 0.0000 7.951 2.796 47 8 12 4 0.9923 0.9987 0.0000 11.959 3.216 47 8 92 6 -13 0 0.9956 0.9987 0.0000 7.561 2.704 47 8 9 4 0.9925 0.9987 0.0000 11.645 3.180 47 8 92 6 -14 0 0.9968 0.9987 0.0000 7.114 2.522 59 9 28 8 0.9928 0.9987 0.0000 11.343 3.136 59 9 92 6 -15 0 0.9980 0.9987 0.9978 6.691 2.421 59 9 4 2 0.9931 0.9987 0.0000 11.052 3.091 59 9 92 6 -16 0 0.9980 0.9987 0.9978 6.754 2.395 59 9 39 11 0.9934 0.9987 0.0000 10.799 3.050 59 9 92 6 -17 0 0.9980 0.9987 0.9978 6.296 2.264 59 9 20 8 0.9937 0.9987 0.0000 10.549 3.006 59 9 92 6 -18 0 0.9980 0.9987 0.9978 6.109 2.224 59 9 20 8 0.9939 0.9987 0.0000 10.316 2.965 59 9 92 6 -19 0 0.9981 0.9987 0.9979 5.572 2.018 59 9 12 4 0.9941 0.9987 0.0000 10.078 2.918 59 9 92 6 -20 0 0.9980 0.9987 0.9979 5.659 1.995 59 9 11 4 0.9943 0.9987 0.0000 9.868 2.874 59 9 92 6 -21 0 0.9980 0.9987 0.9976 5.981 2.006 59 9 39 7 0.9945 0.9987 0.0000 9.691 2.834 59 9 92 6 -22 0 0.9968 0.9987 0.0000 6.117 2.010 59 9 8 3 0.9946 0.9987 0.0000 9.536 2.799 59 9 92 6 -23 0 0.9980 0.9987 0.9976 6.508 2.132 59 9 34 8 0.9947 0.9987 0.0000 9.410 2.771 59 9 92 6 -24 0 0.9981 0.9987 0.9978 7.147 2.264 59 9 31 6 0.9949 0.9987 0.0000 9.319 2.751 59 9 92 6 +0 0 0.9592 0.9983 0.0000 17.312 3.361 24 4 22 6 0.9592 0.9983 0.0000 17.312 3.361 24 4 22 6 +1 0 0.9906 0.9984 0.0000 16.529 3.504 25 6 13 5 0.9749 0.9984 0.0000 16.921 3.433 25 6 22 6 +2 0 0.9943 0.9984 0.0000 16.206 3.589 25 6 33 7 0.9813 0.9984 0.0000 16.683 3.485 25 6 22 6 +3 0 0.9955 0.9984 0.0000 16.021 3.625 26 6 18 4 0.9849 0.9984 0.0000 16.517 3.520 26 6 22 6 +4 0 0.9906 0.9984 0.0000 14.309 3.524 26 6 22 5 0.9860 0.9984 0.0000 16.076 3.521 26 6 22 6 +5 0 0.9980 0.9985 0.9979 13.363 3.421 13 5 25 5 0.9880 0.9985 0.0000 15.623 3.504 13 5 22 6 +6 0 0.9955 0.9986 0.0000 14.021 3.592 11 5 34 6 0.9891 0.9986 0.0000 15.394 3.517 11 5 22 6 +7 0 0.9968 0.9986 0.0000 13.585 3.651 11 5 63 8 0.9901 0.9986 0.0000 15.168 3.533 11 5 22 6 +8 0 0.9955 0.9986 0.0000 12.286 3.406 11 5 45 5 0.9907 0.9986 0.0000 14.848 3.519 11 5 22 6 +9 0 0.9980 0.9988 0.9961 11.889 3.335 21 6 25 6 0.9914 0.9988 0.0000 14.552 3.501 21 6 22 6 +10 0 0.9968 0.9988 0.0000 10.742 3.212 21 6 23 6 0.9919 0.9988 0.0000 14.206 3.475 21 6 22 6 +11 0 0.9943 0.9988 0.0000 9.568 3.024 21 6 35 9 0.9921 0.9988 0.0000 13.819 3.437 21 6 22 6 +12 0 0.9943 0.9988 0.0000 9.828 3.098 21 6 19 6 0.9923 0.9988 0.0000 13.512 3.411 21 6 22 6 +13 0 0.9968 0.9988 0.0000 9.884 3.156 21 6 39 11 0.9926 0.9988 0.0000 13.253 3.393 21 6 22 6 +14 0 0.9980 0.9988 0.9976 9.781 3.196 21 6 3 1 0.9930 0.9988 0.0000 13.022 3.380 21 6 22 6 +15 0 0.9968 0.9988 0.0000 9.742 3.085 21 6 15 5 0.9932 0.9988 0.0000 12.817 3.361 21 6 22 6 +16 0 0.9955 0.9988 0.0000 10.188 3.145 21 6 16 5 0.9933 0.9988 0.0000 12.662 3.349 21 6 22 6 +17 0 0.9968 0.9988 0.0000 10.196 3.119 21 6 24 6 0.9935 0.9988 0.0000 12.525 3.336 21 6 22 6 +18 0 0.9968 0.9988 0.0000 8.924 2.797 21 6 15 5 0.9937 0.9988 0.0000 12.335 3.307 21 6 22 6 +19 0 0.9980 0.9988 0.9979 8.762 2.659 21 6 2 1 0.9939 0.9988 0.0000 12.157 3.275 21 6 22 6 +20 0 0.9968 0.9988 0.0000 8.262 2.656 21 6 12 4 0.9941 0.9988 0.0000 11.971 3.246 21 6 22 6 +21 0 0.9968 0.9988 0.0000 8.191 2.692 21 6 16 4 0.9942 0.9988 0.0000 11.800 3.220 21 6 22 6 +22 0 0.9968 0.9988 0.0000 8.280 2.752 21 6 12 5 0.9943 0.9988 0.0000 11.647 3.200 21 6 22 6 +23 0 0.9956 0.9988 0.0000 7.946 2.734 21 6 19 8 0.9943 0.9988 0.0000 11.492 3.181 21 6 22 6 +24 0 0.9968 0.9988 0.0000 8.019 2.770 27 10 14 7 0.9944 0.9988 0.0000 11.353 3.164 27 10 22 6 +25 0 0.9968 0.9988 0.0000 7.789 2.737 27 10 10 3 0.9945 0.9988 0.0000 11.216 3.148 27 10 22 6 +26 0 0.9955 0.9988 0.0000 7.326 2.535 27 10 12 5 0.9946 0.9988 0.0000 11.072 3.125 27 10 22 6 +27 0 0.9968 0.9988 0.0000 7.224 2.572 27 10 8 4 0.9947 0.9988 0.0000 10.935 3.105 27 10 22 6 +28 0 0.9968 0.9988 0.0000 6.793 2.489 27 10 49 16 0.9947 0.9988 0.0000 10.792 3.084 27 10 22 6 +29 0 0.9956 0.9988 0.0000 6.402 2.369 27 10 38 11 0.9948 0.9988 0.0000 10.646 3.060 27 10 22 6 +30 0 0.9968 0.9988 0.0000 6.178 2.331 27 10 7 3 0.9948 0.9988 0.0000 10.501 3.037 27 10 22 6 +31 0 0.9980 0.9988 0.9978 5.918 2.260 27 10 3 1 0.9949 0.9988 0.0000 10.358 3.012 27 10 22 6 +32 0 0.9980 0.9988 0.9963 5.718 2.121 27 10 30 8 0.9950 0.9988 0.0000 10.218 2.985 27 10 22 6 +33 0 0.9968 0.9988 0.0000 5.588 2.114 27 10 22 7 0.9951 0.9988 0.0000 10.081 2.960 27 10 22 6 +34 0 0.9981 0.9988 0.9979 5.605 2.066 27 10 10 4 0.9952 0.9988 0.0000 9.954 2.934 27 10 22 6 +35 0 0.9956 0.9988 0.0000 5.513 2.106 27 10 12 4 0.9952 0.9988 0.0000 9.830 2.911 27 10 22 6 +36 0 0.9968 0.9988 0.0000 5.249 2.026 27 10 10 4 0.9952 0.9988 0.0000 9.706 2.887 27 10 22 6 +37 0 0.9980 0.9988 0.9978 5.259 2.071 27 9 3 1 0.9953 0.9988 0.0000 9.589 2.866 27 9 22 6 +38 0 0.9956 0.9988 0.0000 4.941 1.946 27 9 28 9 0.9953 0.9988 0.0000 9.470 2.842 27 9 22 6 +39 0 0.9980 0.9988 0.9978 4.805 1.906 27 9 3 1 0.9954 0.9988 0.0000 9.354 2.819 27 9 22 6 +40 0 0.9980 0.9988 0.9978 4.726 1.861 27 9 16 5 0.9954 0.9988 0.0000 9.241 2.796 27 9 22 6 +41 0 0.9968 0.9988 0.0000 4.460 1.761 27 9 15 5 0.9955 0.9988 0.0000 9.127 2.771 27 9 22 6 +42 0 0.9981 0.9988 0.9978 4.393 1.749 27 9 6 3 0.9955 0.9988 0.0000 9.017 2.747 27 9 22 6 +43 0 0.9968 0.9988 0.0000 4.480 1.746 27 9 22 8 0.9955 0.9988 0.0000 8.914 2.724 27 9 22 6 +44 0 0.9956 0.9988 0.0000 4.619 1.790 27 9 16 5 0.9955 0.9988 0.0000 8.818 2.704 27 9 22 6 +45 0 0.9980 0.9988 0.9979 4.665 1.827 27 9 10 5 0.9956 0.9988 0.0000 8.728 2.685 27 9 22 6 +46 0 0.9968 0.9988 0.0000 4.897 1.876 27 9 13 4 0.9956 0.9988 0.0000 8.646 2.667 27 9 22 6 +47 0 0.9980 0.9988 0.9979 5.170 1.966 27 9 24 9 0.9957 0.9988 0.0000 8.574 2.653 27 9 22 6 +48 0 0.9980 0.9988 0.9978 4.971 1.914 27 9 20 5 0.9957 0.9988 0.0000 8.500 2.638 27 9 22 6 +49 0 0.9968 0.9988 0.0000 5.369 2.059 27 9 7 3 0.9957 0.9988 0.0000 8.438 2.626 27 9 22 6 +50 0 0.9981 0.9988 0.9978 4.996 1.940 27 9 8 4 0.9958 0.9988 0.0000 8.370 2.613 27 9 22 6 diff --git a/cmake-build-relwithdebinfo-addrsan/run_6/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_6/regress.sys index 64a6b72..51c693b 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_6/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_6/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 1961. + no random number seed specfied; using 1210. creating initial population(s): - 1113 trees were generated to fill the population of 800 (800 trees). + 1092 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -41,7 +41,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 6. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 7. evaluation complete. (0s wall) @@ -97,21 +97,98 @@ no checkpointing will be done. === generation 24. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 25. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 5757639 - freed: 5709639 + allocated: 10535186 + freed: 10487186 not freed: 48000 - max allocated: 449126 - malloc'ed blocks: 77672 + max allocated: 460998 + malloc'ed blocks: 146143 realloc'ed blocks: 7 - free'ed blocks: 77666 + free'ed blocks: 146137 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -119,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 2197 - freed: 2197 + used: 3638 + freed: 3638 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_7/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_7/regress.bst index a93da1e..bfbc5f3 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_7/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_7/regress.bst @@ -1,33 +1,21 @@ === BEST-OF-RUN === - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) TREE-equ: -y = (((log(((extent * extent) * (eccentricity - area))) * log(log((0.62511 - -0.12697)))) / log(exp((log(convex) * (minor * eccentricity))))) - (log((((extent * perimeter) / log(eccentricity)) * ((eccentricity / perimeter) / (-0.49554 * convex)))) / ((exp((convex * convex)) + ((-0.22595 - convex) + (convex / area))) * ((exp(convex) / (convex / eccentricity)) / (exp(perimeter) - log(perimeter)))))) +y = ((-0.01306 / exp(((minor + -0.85083) + (major + perimeter)))) * (minor - eccentricity)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_7/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_7/regress.fn index f906f0a..9b2d9aa 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_7/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_7/regress.fn @@ -1,27 +1,15 @@ -Hits: 2064, Total Size: 2810, Percent Hit: 73.451957 -CC: 978 -CO: 137 -OO: 1086 -OC: 609 -Fitness: 0.998726 -Hits: 784 +Hits: 2350, Total Size: 2810, Percent Hit: 83.629893 +CC: 1110 +CO: 31 +OO: 1240 +OC: 429 +Fitness: 0.998843 +Hits: 863 -y = (((log(((extent * extent) * (eccentricity - area))) * log(log((0.62511 - -0.12697)))) / log(exp((log(convex) * (minor * eccentricity))))) - (log((((extent * perimeter) / log(eccentricity)) * ((eccentricity / perimeter) / (-0.49554 * convex)))) / ((exp((convex * convex)) + ((-0.22595 - convex) + (convex / area))) * ((exp(convex) / (convex / eccentricity)) / (exp(perimeter) - log(perimeter)))))) +y = ((-0.01306 / exp(((minor + -0.85083) + (major + perimeter)))) * (minor - eccentricity)) - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_7/regress.his b/cmake-build-relwithdebinfo-addrsan/run_7/regress.his index 33f72ac..aaebbba 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_7/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_7/regress.his @@ -1,480 +1,1011 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 65 - depth: 6 - hits: 784 + nodes: 5 + depth: 2 + hits: 620 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 620 + raw fitness: 620.0000 + standardized fitness: 620.0000 + adjusted fitness: 0.9984 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (- (- major minor) minor) === BEST-OF-RUN === current generation: 1 generation: 0 - nodes: 65 - depth: 6 - hits: 784 + nodes: 5 + depth: 2 + hits: 620 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 620 + raw fitness: 620.0000 + standardized fitness: 620.0000 + adjusted fitness: 0.9984 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (- (- major minor) minor) === BEST-OF-RUN === current generation: 2 generation: 0 - nodes: 65 - depth: 6 - hits: 784 + nodes: 5 + depth: 2 + hits: 620 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 620 + raw fitness: 620.0000 + standardized fitness: 620.0000 + adjusted fitness: 0.9984 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (- (- major minor) minor) === BEST-OF-RUN === current generation: 3 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 4 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 5 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 6 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 7 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 8 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 9 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 10 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 11 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 12 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 13 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) === BEST-OF-RUN === current generation: 14 - generation: 0 - nodes: 65 - depth: 6 - hits: 784 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 TOP INDIVIDUAL: -- #1 -- - hits: 784 - raw fitness: 784.0000 - standardized fitness: 784.0000 - adjusted fitness: 0.9987 + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 TREE: - (- (/ (* (log (* (* extent extent) - (- eccentricity area))) - (log (log (- 0.62511 -0.12697)))) - (log (exp (* (log convex) - (* minor eccentricity))))) - (/ (log (* (/ (* extent perimeter) - (log eccentricity)) - (/ (/ eccentricity perimeter) - (* -0.49554 convex)))) - (* (+ (exp (* convex convex)) - (+ (- -0.22595 convex) - (/ convex area))) - (/ (/ (exp convex) - (/ convex eccentricity)) - (- (exp perimeter) - (log perimeter)))))) + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 15 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 16 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 17 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 18 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 19 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 20 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 21 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 22 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 23 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 24 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 25 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 26 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 27 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 28 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 29 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 30 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 31 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 32 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 33 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 34 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 35 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 36 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 37 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 38 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 39 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 40 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 41 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 42 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 43 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 44 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 45 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 46 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 47 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 48 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 49 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) +=== BEST-OF-RUN === + current generation: 50 + generation: 3 + nodes: 14 + depth: 5 + hits: 863 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 863 + raw fitness: 863.0000 + standardized fitness: 863.0000 + adjusted fitness: 0.9988 +TREE: + (* (/ -0.01306 + (exp (+ (+ minor -0.85083) + (+ major perimeter)))) + (- minor eccentricity)) diff --git a/cmake-build-relwithdebinfo-addrsan/run_7/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_7/regress.prg index 7746020..fe3bb5d 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_7/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_7/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 14536.00000, perimeter = 501.92099, major_axis_length = 216.37054, minor_axis_length = 86.67999, eccentricity = 0.91625, convex_area = 14988.00000, extent = 0.54405, type = C - area = 9944.00000, perimeter = 407.36099, major_axis_length = 169.64474, minor_axis_length = 75.97414, eccentricity = 0.89411, convex_area = 10212.00000, extent = 0.55859, type = O - area = 16401.00000, perimeter = 521.07703, major_axis_length = 213.10257, minor_axis_length = 99.54189, eccentricity = 0.88420, convex_area = 16781.00000, extent = 0.72661, type = C - area = 11340.00000, perimeter = 420.92099, major_axis_length = 169.63531, minor_axis_length = 86.17672, eccentricity = 0.86135, convex_area = 11639.00000, extent = 0.63063, type = O - area = 15725.00000, perimeter = 515.25800, major_axis_length = 221.66010, minor_axis_length = 91.23172, eccentricity = 0.91137, convex_area = 16027.00000, extent = 0.60049, type = C - area = 15043.00000, perimeter = 498.29901, major_axis_length = 206.01170, minor_axis_length = 94.76669, eccentricity = 0.88792, convex_area = 15414.00000, extent = 0.58688, type = C - area = 10843.00000, perimeter = 412.36700, major_axis_length = 168.27451, minor_axis_length = 83.94273, eccentricity = 0.86669, convex_area = 11082.00000, extent = 0.78744, type = O - area = 11382.00000, perimeter = 418.33600, major_axis_length = 169.88297, minor_axis_length = 86.66009, eccentricity = 0.86011, convex_area = 11575.00000, extent = 0.62000, type = O - area = 16963.00000, perimeter = 536.03302, major_axis_length = 220.32758, minor_axis_length = 99.40977, eccentricity = 0.89243, convex_area = 17467.00000, extent = 0.59208, type = C - area = 10789.00000, perimeter = 413.73999, major_axis_length = 170.51830, minor_axis_length = 81.97903, eccentricity = 0.87685, convex_area = 11016.00000, extent = 0.69054, type = O - area = 14340.00000, perimeter = 499.09601, major_axis_length = 207.25108, minor_axis_length = 89.85896, eccentricity = 0.90112, convex_area = 14863.00000, extent = 0.66315, type = C - area = 11147.00000, perimeter = 417.46201, major_axis_length = 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14614.00000, extent = 0.57279, type = C - area = 11303.00000, perimeter = 423.95499, major_axis_length = 173.83696, minor_axis_length = 83.37649, eccentricity = 0.87747, convex_area = 11527.00000, extent = 0.61968, type = O - area = 10297.00000, perimeter = 397.12500, major_axis_length = 160.82759, minor_axis_length = 82.35851, eccentricity = 0.85893, convex_area = 10488.00000, extent = 0.78471, type = O - area = 14586.00000, perimeter = 489.54401, major_axis_length = 206.59869, minor_axis_length = 91.26047, eccentricity = 0.89715, convex_area = 14897.00000, extent = 0.79557, type = C - area = 12563.00000, perimeter = 457.36301, major_axis_length = 183.51143, minor_axis_length = 88.70047, eccentricity = 0.87543, convex_area = 12877.00000, extent = 0.59349, type = O - area = 12859.00000, perimeter = 445.01001, major_axis_length = 184.30518, minor_axis_length = 89.47381, eccentricity = 0.87426, convex_area = 13030.00000, extent = 0.71044, type = C - area = 12749.00000, perimeter = 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minor_axis_length = 84.90129, eccentricity = 0.90947, convex_area = 13827.00000, extent = 0.65856, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_7/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_7/regress.stt index f4c85ff..7ee0431 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_7/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_7/regress.stt @@ -1,16 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9693 0.9987 0.0000 17.920 3.389 65 6 22 5 0.9693 0.9987 0.0000 17.920 3.389 65 6 22 5 -1 0 0.9955 0.9987 0.0000 16.102 3.486 65 6 61 7 0.9824 0.9987 0.0000 17.011 3.438 65 6 22 5 -2 0 0.9906 0.9987 0.0000 15.725 3.498 65 6 50 7 0.9851 0.9987 0.0000 16.582 3.458 65 6 22 5 -3 0 0.9955 0.9987 0.0000 16.101 3.595 65 6 69 8 0.9877 0.9987 0.0000 16.462 3.492 65 6 22 5 -4 0 0.9943 0.9987 0.0000 15.646 3.675 65 6 51 8 0.9891 0.9987 0.0000 16.299 3.529 65 6 22 5 -5 0 0.9893 0.9987 0.0000 15.322 3.675 65 6 40 9 0.9891 0.9987 0.0000 16.136 3.553 65 6 22 5 -6 0 0.9955 0.9987 0.0000 14.826 3.638 65 6 49 6 0.9900 0.9987 0.0000 15.949 3.565 65 6 22 5 -7 0 0.9918 0.9987 0.0000 14.141 3.489 65 6 70 11 0.9902 0.9987 0.0000 15.723 3.555 65 6 22 5 -8 0 0.9943 0.9987 0.0000 14.025 3.501 65 6 10 3 0.9907 0.9987 0.0000 15.534 3.549 65 6 22 5 -9 0 0.9955 0.9987 0.0000 13.150 3.324 65 6 56 7 0.9912 0.9987 0.0000 15.296 3.527 65 6 22 5 -10 0 0.9942 0.9987 0.0000 12.299 3.248 65 6 9 3 0.9915 0.9987 0.0000 15.024 3.501 65 6 22 5 -11 0 0.9930 0.9987 0.0000 12.580 3.250 65 6 88 11 0.9916 0.9987 0.0000 14.820 3.481 65 6 22 5 -12 0 0.9918 0.9987 0.0000 11.806 3.221 65 6 14 6 0.9916 0.9987 0.0000 14.588 3.461 65 6 22 5 -13 0 0.9955 0.9987 0.0000 11.601 3.234 65 6 28 10 0.9919 0.9987 0.0000 14.375 3.444 65 6 22 5 -14 0 0.9980 0.9987 0.9954 11.185 3.261 65 6 27 11 0.9923 0.9987 0.0000 14.162 3.432 65 6 22 5 +0 0 0.9531 0.9984 0.0000 17.566 3.296 5 2 17 5 0.9531 0.9984 0.0000 17.566 3.296 5 2 17 5 +1 0 0.9855 0.9984 0.0000 15.229 3.341 5 2 29 5 0.9693 0.9984 0.0000 16.398 3.319 5 2 17 5 +2 0 0.9942 0.9984 0.0000 13.774 3.368 5 2 12 6 0.9776 0.9984 0.0000 15.523 3.335 5 2 17 5 +3 0 0.9917 0.9988 0.0000 13.553 3.368 14 5 27 7 0.9811 0.9988 0.0000 15.030 3.343 14 5 17 5 +4 0 0.9913 0.9988 0.0000 13.009 3.326 14 5 24 5 0.9832 0.9988 0.0000 14.626 3.340 14 5 17 5 +5 0 0.9967 0.9988 0.0000 13.529 3.542 14 5 32 8 0.9854 0.9988 0.0000 14.443 3.374 14 5 17 5 +6 0 0.9942 0.9988 0.0000 13.081 3.534 14 5 49 9 0.9867 0.9988 0.0000 14.249 3.396 14 5 17 5 +7 0 0.9930 0.9988 0.0000 12.223 3.450 14 5 69 14 0.9875 0.9988 0.0000 13.995 3.403 14 5 17 5 +8 0 0.9930 0.9988 0.0000 12.151 3.501 14 5 29 5 0.9881 0.9988 0.0000 13.790 3.414 14 5 17 5 +9 0 0.9930 0.9988 0.0000 11.751 3.458 14 5 17 6 0.9886 0.9988 0.0000 13.586 3.418 14 5 17 5 +10 0 0.9917 0.9988 0.0000 10.932 3.308 14 5 10 4 0.9889 0.9988 0.0000 13.345 3.408 14 5 17 5 +11 0 0.9942 0.9988 0.0000 10.992 3.300 14 5 21 5 0.9893 0.9988 0.0000 13.149 3.399 14 5 17 5 +12 0 0.9967 0.9988 0.0000 10.188 3.194 14 5 24 10 0.9899 0.9988 0.0000 12.921 3.383 14 5 17 5 +13 0 0.9941 0.9988 0.0000 10.242 3.230 14 5 37 6 0.9902 0.9988 0.0000 12.730 3.373 14 5 17 5 +14 0 0.9942 0.9988 0.0000 9.034 2.925 14 5 22 7 0.9905 0.9988 0.0000 12.484 3.343 14 5 17 5 +15 0 0.9954 0.9988 0.0000 8.039 2.692 14 5 13 5 0.9908 0.9988 0.0000 12.206 3.302 14 5 17 5 +16 0 0.9954 0.9988 0.0000 7.695 2.569 14 5 65 11 0.9910 0.9988 0.0000 11.940 3.259 14 5 17 5 +17 0 0.9955 0.9988 0.0000 7.633 2.555 14 5 10 5 0.9913 0.9988 0.0000 11.701 3.220 14 5 17 5 +18 0 0.9980 0.9988 0.9975 7.282 2.534 14 5 3 1 0.9916 0.9988 0.0000 11.469 3.184 14 5 17 5 +19 0 0.9967 0.9988 0.0000 7.311 2.572 14 5 26 7 0.9919 0.9988 0.0000 11.261 3.153 14 5 17 5 +20 0 0.9955 0.9988 0.0000 7.475 2.618 14 5 57 10 0.9921 0.9988 0.0000 11.080 3.128 14 5 17 5 +21 0 0.9967 0.9988 0.0000 7.451 2.636 14 5 8 4 0.9923 0.9988 0.0000 10.915 3.105 14 5 17 5 +22 0 0.9967 0.9988 0.0000 7.489 2.690 14 5 29 9 0.9925 0.9988 0.0000 10.766 3.087 14 5 17 5 +23 0 0.9967 0.9988 0.0000 6.848 2.507 14 5 70 11 0.9926 0.9988 0.0000 10.603 3.063 14 5 17 5 +24 0 0.9954 0.9988 0.0000 6.098 2.308 14 5 13 6 0.9928 0.9988 0.0000 10.423 3.033 14 5 17 5 +25 0 0.9980 0.9988 0.9980 5.759 2.155 14 5 1 0 0.9930 0.9988 0.0000 10.244 2.999 14 5 17 5 +26 0 0.9980 0.9988 0.9959 5.390 2.086 14 5 10 4 0.9931 0.9988 0.0000 10.064 2.965 14 5 17 5 +27 0 0.9980 0.9988 0.9980 5.159 2.001 14 5 8 3 0.9933 0.9988 0.0000 9.889 2.931 14 5 17 5 +28 0 0.9980 0.9988 0.9979 4.965 1.939 14 5 10 5 0.9935 0.9988 0.0000 9.719 2.897 14 5 17 5 +29 0 0.9967 0.9988 0.0000 4.982 1.952 14 5 6 3 0.9936 0.9988 0.0000 9.561 2.865 14 5 17 5 +30 0 0.9980 0.9988 0.9979 4.800 1.894 14 5 19 5 0.9937 0.9988 0.0000 9.407 2.834 14 5 17 5 +31 0 0.9980 0.9988 0.9980 4.674 1.812 14 5 3 1 0.9939 0.9988 0.0000 9.259 2.802 14 5 17 5 +32 0 0.9980 0.9988 0.9980 4.625 1.782 14 5 1 0 0.9940 0.9988 0.0000 9.119 2.771 14 5 17 5 +33 0 0.9967 0.9988 0.0000 4.457 1.696 14 5 6 3 0.9941 0.9988 0.0000 8.982 2.739 14 5 17 5 +34 0 0.9967 0.9988 0.0000 4.661 1.825 14 5 9 4 0.9941 0.9988 0.0000 8.858 2.713 14 5 17 5 +35 0 0.9980 0.9988 0.9977 4.621 1.801 14 5 4 2 0.9942 0.9988 0.0000 8.741 2.688 14 5 17 5 +36 0 0.9980 0.9988 0.9977 4.878 1.879 14 5 26 6 0.9943 0.9988 0.0000 8.636 2.666 14 5 17 5 +37 0 0.9967 0.9988 0.0000 5.003 1.938 14 5 17 8 0.9944 0.9988 0.0000 8.541 2.647 14 5 17 5 +38 0 0.9955 0.9988 0.0000 4.944 1.904 14 5 10 4 0.9944 0.9988 0.0000 8.448 2.628 14 5 17 5 +39 0 0.9980 0.9988 0.9943 4.654 1.780 14 5 18 6 0.9945 0.9988 0.0000 8.354 2.607 14 5 17 5 +40 0 0.9980 0.9988 0.9973 4.584 1.771 14 5 7 3 0.9946 0.9988 0.0000 8.262 2.586 14 5 17 5 +41 0 0.9967 0.9988 0.0000 4.576 1.808 14 5 18 5 0.9947 0.9988 0.0000 8.174 2.568 14 5 17 5 +42 0 0.9967 0.9988 0.0000 4.480 1.781 14 5 13 6 0.9947 0.9988 0.0000 8.088 2.549 14 5 17 5 +43 0 0.9967 0.9988 0.0000 4.366 1.746 14 5 17 7 0.9948 0.9988 0.0000 8.003 2.531 14 5 17 5 +44 0 0.9980 0.9988 0.9978 4.511 1.808 14 5 8 3 0.9948 0.9988 0.0000 7.926 2.515 14 5 17 5 +45 0 0.9980 0.9988 0.9974 4.372 1.770 14 5 11 5 0.9949 0.9988 0.0000 7.849 2.499 14 5 17 5 +46 0 0.9967 0.9988 0.0000 4.420 1.769 14 5 10 4 0.9949 0.9988 0.0000 7.776 2.483 14 5 17 5 +47 0 0.9967 0.9988 0.0000 4.495 1.764 14 5 9 4 0.9950 0.9988 0.0000 7.707 2.468 14 5 17 5 +48 0 0.9980 0.9988 0.9980 4.429 1.710 14 5 14 5 0.9950 0.9988 0.0000 7.640 2.453 14 5 17 5 +49 0 0.9980 0.9988 0.9980 4.351 1.711 14 5 1 0 0.9951 0.9988 0.0000 7.575 2.438 14 5 17 5 +50 0 0.9980 0.9988 0.9980 4.305 1.689 14 5 2 1 0.9951 0.9988 0.0000 7.510 2.423 14 5 17 5 diff --git a/cmake-build-relwithdebinfo-addrsan/run_7/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_7/regress.sys index b876193..2d23713 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_7/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_7/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 56. + no random number seed specfied; using 112. creating initial population(s): - 1100 trees were generated to fill the population of 800 (800 trees). + 1076 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -38,7 +38,7 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 5. - evaluation complete. (0s wall) + evaluation complete. (1s wall) breeding complete. (0s wall) === generation 6. evaluation complete. (0s wall) @@ -67,21 +67,128 @@ no checkpointing will be done. === generation 14. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 15. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 4665229 - freed: 4617229 + allocated: 9937934 + freed: 9889934 not freed: 48000 - max allocated: 462900 - malloc'ed blocks: 51114 + max allocated: 453341 + malloc'ed blocks: 146169 realloc'ed blocks: 7 - free'ed blocks: 51108 + free'ed blocks: 146163 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -89,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1765 - freed: 1765 + used: 3683 + freed: 3683 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_8/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_8/regress.bst index 0ef201c..7132ec5 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_8/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_8/regress.bst @@ -1,23 +1,18 @@ === BEST-OF-RUN === - generation: 0 - nodes: 23 - depth: 4 - hits: 711 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 TOP INDIVIDUAL: -- #1 -- - hits: 711 - raw fitness: 711.0000 - standardized fitness: 711.0000 - adjusted fitness: 0.9986 + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 TREE: - (/ (/ (* (+ convex perimeter) - (log eccentricity)) - (exp (/ 0.37166 extent))) - (+ (/ (- perimeter perimeter) - (exp 0.85091)) - (exp (/ perimeter extent)))) + (+ eccentricity -0.87881) TREE-equ: -y = ((((convex + perimeter) * log(eccentricity)) / exp((0.37166 / extent))) / (((perimeter - perimeter) / exp(0.85091)) + exp((perimeter / extent)))) +y = (eccentricity + -0.87881) diff --git a/cmake-build-relwithdebinfo-addrsan/run_8/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_8/regress.fn index 70c4728..3078185 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_8/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_8/regress.fn @@ -1,17 +1,12 @@ -Hits: 2027, Total Size: 2810, Percent Hit: 72.135231 -CC: 751 -CO: 400 -OO: 1276 -OC: 383 -Fitness: 0.998596 -Hits: 711 +Hits: 1989, Total Size: 2810, Percent Hit: 70.782918 +CC: 1055 +CO: 68 +OO: 934 +OC: 753 +Fitness: 0.998698 +Hits: 767 -y = ((((convex + perimeter) * log(eccentricity)) / exp((0.37166 / extent))) / (((perimeter - perimeter) / exp(0.85091)) + exp((perimeter / extent)))) +y = (eccentricity + -0.87881) - (/ (/ (* (+ convex perimeter) - (log eccentricity)) - (exp (/ 0.37166 extent))) - (+ (/ (- perimeter perimeter) - (exp 0.85091)) - (exp (/ perimeter extent)))) + (+ eccentricity -0.87881) diff --git a/cmake-build-relwithdebinfo-addrsan/run_8/regress.his b/cmake-build-relwithdebinfo-addrsan/run_8/regress.his index bda62c7..ca9cac5 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_8/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_8/regress.his @@ -1,110 +1,941 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 23 - depth: 4 - hits: 711 + nodes: 37 + depth: 6 + hits: 611 TOP INDIVIDUAL: -- #1 -- - hits: 711 - raw fitness: 711.0000 - standardized fitness: 711.0000 - adjusted fitness: 0.9986 + hits: 611 + raw fitness: 611.0000 + standardized fitness: 611.0000 + adjusted fitness: 0.9984 TREE: - (/ (/ (* (+ convex perimeter) - (log eccentricity)) - (exp (/ 0.37166 extent))) - (+ (/ (- perimeter perimeter) - (exp 0.85091)) - (exp (/ perimeter extent)))) + (+ (log (exp (log (/ (/ perimeter convex) + (+ perimeter perimeter))))) + (/ (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) + (- (* convex extent) + (* minor minor)))) + (exp (log (+ (/ major eccentricity) + (* major minor)))))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 23 - depth: 4 - hits: 711 + generation: 1 + nodes: 24 + depth: 5 + hits: 622 TOP INDIVIDUAL: -- #1 -- - hits: 711 - raw fitness: 711.0000 - standardized fitness: 711.0000 - adjusted fitness: 0.9986 + hits: 622 + raw fitness: 622.0000 + standardized fitness: 622.0000 + adjusted fitness: 0.9984 TREE: - (/ (/ (* (+ convex perimeter) - (log eccentricity)) - (exp (/ 0.37166 extent))) - (+ (/ (- perimeter perimeter) - (exp 0.85091)) - (exp (/ perimeter extent)))) + (* (exp (- (* (* major convex) + (/ minor perimeter)) + (log (- major area)))) + (+ (exp (- perimeter perimeter)) + (log (log (/ extent eccentricity))))) === BEST-OF-RUN === current generation: 2 - generation: 0 - nodes: 23 - depth: 4 - hits: 711 + generation: 1 + nodes: 24 + depth: 5 + hits: 622 TOP INDIVIDUAL: -- #1 -- - hits: 711 - raw fitness: 711.0000 - standardized fitness: 711.0000 - adjusted fitness: 0.9986 + hits: 622 + raw fitness: 622.0000 + standardized fitness: 622.0000 + adjusted fitness: 0.9984 TREE: - (/ (/ (* (+ convex perimeter) - (log eccentricity)) - (exp (/ 0.37166 extent))) - (+ (/ (- perimeter perimeter) - (exp 0.85091)) - (exp (/ perimeter extent)))) + (* (exp (- (* (* major convex) + (/ minor perimeter)) + (log (- major area)))) + (+ (exp (- perimeter perimeter)) + (log (log (/ extent eccentricity))))) === BEST-OF-RUN === current generation: 3 - generation: 0 - nodes: 23 - depth: 4 - hits: 711 + generation: 1 + nodes: 24 + depth: 5 + hits: 622 TOP INDIVIDUAL: -- #1 -- - hits: 711 - raw fitness: 711.0000 - standardized fitness: 711.0000 - adjusted fitness: 0.9986 + hits: 622 + raw fitness: 622.0000 + standardized fitness: 622.0000 + adjusted fitness: 0.9984 TREE: - (/ (/ (* (+ convex perimeter) - (log eccentricity)) - (exp (/ 0.37166 extent))) - (+ (/ (- perimeter perimeter) - (exp 0.85091)) - (exp (/ perimeter extent)))) + (* (exp (- (* (* major convex) + (/ minor perimeter)) + (log (- major area)))) + (+ (exp (- perimeter perimeter)) + (log (log (/ extent eccentricity))))) === BEST-OF-RUN === current generation: 4 - generation: 0 - nodes: 23 - depth: 4 - hits: 711 + generation: 1 + nodes: 24 + depth: 5 + hits: 622 TOP INDIVIDUAL: -- #1 -- - hits: 711 - raw fitness: 711.0000 - standardized fitness: 711.0000 + hits: 622 + raw fitness: 622.0000 + standardized fitness: 622.0000 + adjusted fitness: 0.9984 +TREE: + (* (exp (- (* (* major convex) + (/ minor perimeter)) + (log (- major area)))) + (+ (exp (- perimeter perimeter)) + (log (log (/ extent eccentricity))))) +=== BEST-OF-RUN === + current generation: 5 + generation: 1 + nodes: 24 + depth: 5 + hits: 622 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 622 + raw fitness: 622.0000 + standardized fitness: 622.0000 + adjusted fitness: 0.9984 +TREE: + (* (exp (- (* (* major convex) + (/ minor perimeter)) + (log (- major area)))) + (+ (exp (- perimeter perimeter)) + (log (log (/ extent eccentricity))))) +=== BEST-OF-RUN === + current generation: 6 + generation: 1 + nodes: 24 + depth: 5 + hits: 622 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 622 + raw fitness: 622.0000 + standardized fitness: 622.0000 + adjusted fitness: 0.9984 +TREE: + (* (exp (- (* (* major convex) + (/ minor perimeter)) + (log (- major area)))) + (+ (exp (- perimeter perimeter)) + (log (log (/ extent eccentricity))))) +=== BEST-OF-RUN === + current generation: 7 + generation: 1 + nodes: 24 + depth: 5 + hits: 622 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 622 + raw fitness: 622.0000 + standardized fitness: 622.0000 + adjusted fitness: 0.9984 +TREE: + (* (exp (- (* (* major convex) + (/ minor perimeter)) + (log (- major area)))) + (+ (exp (- perimeter perimeter)) + (log (log (/ extent eccentricity))))) +=== BEST-OF-RUN === + current generation: 8 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 adjusted fitness: 0.9986 TREE: - (/ (/ (* (+ convex perimeter) - (log eccentricity)) - (exp (/ 0.37166 extent))) - (+ (/ (- perimeter perimeter) - (exp 0.85091)) - (exp (/ perimeter extent)))) + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 9 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 10 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 11 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 12 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 13 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 14 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 15 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 16 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 17 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 18 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 19 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 20 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 21 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 22 + generation: 8 + nodes: 13 + depth: 6 + hits: 710 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 710 + raw fitness: 710.0000 + standardized fitness: 710.0000 + adjusted fitness: 0.9986 +TREE: + (log (/ eccentricity + (exp (/ (/ (- area 0.16239) + (/ extent perimeter)) convex)))) +=== BEST-OF-RUN === + current generation: 23 + generation: 23 + nodes: 11 + depth: 4 + hits: 737 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 737 + raw fitness: 737.0000 + standardized fitness: 737.0000 + adjusted fitness: 0.9986 +TREE: + (- (/ (/ perimeter + (log perimeter)) + (exp -0.14232)) + (exp (log minor))) +=== BEST-OF-RUN === + current generation: 24 + generation: 23 + nodes: 11 + depth: 4 + hits: 737 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 737 + raw fitness: 737.0000 + standardized fitness: 737.0000 + adjusted fitness: 0.9986 +TREE: + (- (/ (/ perimeter + (log perimeter)) + (exp -0.14232)) + (exp (log minor))) +=== BEST-OF-RUN === + current generation: 25 + generation: 23 + nodes: 11 + depth: 4 + hits: 737 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 737 + raw fitness: 737.0000 + standardized fitness: 737.0000 + adjusted fitness: 0.9986 +TREE: + (- (/ (/ perimeter + (log perimeter)) + (exp -0.14232)) + (exp (log minor))) +=== BEST-OF-RUN === + current generation: 26 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 27 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 28 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 29 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 30 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 31 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 32 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 33 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 34 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 35 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 36 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 37 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 38 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 39 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 40 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 41 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 42 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 43 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 44 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 45 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 46 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 47 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 48 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 49 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) +=== BEST-OF-RUN === + current generation: 50 + generation: 26 + nodes: 3 + depth: 1 + hits: 767 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 767 + raw fitness: 767.0000 + standardized fitness: 767.0000 + adjusted fitness: 0.9987 +TREE: + (+ eccentricity -0.87881) diff --git a/cmake-build-relwithdebinfo-addrsan/run_8/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_8/regress.prg index 67cf958..e3ef24a 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_8/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_8/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 10524.00000, perimeter = 402.49500, major_axis_length = 164.08194, minor_axis_length = 82.46438, eccentricity = 0.86453, convex_area = 10713.00000, extent = 0.63253, type = O - area = 13814.00000, perimeter = 477.58600, major_axis_length = 198.90308, minor_axis_length = 89.67540, eccentricity = 0.89260, convex_area = 14168.00000, extent = 0.69098, type = C - area = 10528.00000, perimeter = 411.12000, major_axis_length = 164.81996, minor_axis_length = 83.14049, eccentricity = 0.86345, convex_area = 10862.00000, extent = 0.62149, type = O - area = 13267.00000, perimeter = 465.03201, major_axis_length = 193.76559, minor_axis_length = 88.83870, eccentricity = 0.88870, convex_area = 13543.00000, extent = 0.66441, type = O - area = 12406.00000, perimeter = 434.73099, major_axis_length = 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minor_axis_length = 90.22404, eccentricity = 0.88369, convex_area = 13753.00000, extent = 0.79415, type = O + area = 14026.00000, perimeter = 494.60300, major_axis_length = 212.81454, minor_axis_length = 84.92227, eccentricity = 0.91693, convex_area = 14267.00000, extent = 0.54640, type = C + area = 11531.00000, perimeter = 445.73901, major_axis_length = 187.97710, minor_axis_length = 79.08083, eccentricity = 0.90720, convex_area = 11918.00000, extent = 0.60543, type = O diff --git a/cmake-build-relwithdebinfo-addrsan/run_8/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_8/regress.stt index f69641a..8293535 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_8/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_8/regress.stt @@ -1,6 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9718 0.9986 0.0000 17.540 3.335 23 4 73 6 0.9718 0.9986 0.0000 17.540 3.335 23 4 73 6 -1 0 0.9942 0.9986 0.0000 15.447 3.389 23 4 17 7 0.9830 0.9986 0.0000 16.494 3.362 23 4 73 6 -2 0 0.9930 0.9986 0.0000 14.025 3.331 23 4 73 8 0.9863 0.9986 0.0000 15.671 3.352 23 4 73 6 -3 0 0.9954 0.9986 0.0000 12.285 3.325 23 4 81 12 0.9886 0.9986 0.0000 14.824 3.345 23 4 73 6 -4 0 0.9980 0.9986 0.9978 11.352 3.221 23 4 5 3 0.9905 0.9986 0.0000 14.130 3.320 23 4 73 6 +0 0 0.9556 0.9984 0.0000 17.585 3.361 37 6 16 4 0.9556 0.9984 0.0000 17.585 3.361 37 6 16 4 +1 0 0.9954 0.9984 0.0000 15.717 3.476 24 5 76 8 0.9755 0.9984 0.0000 16.651 3.419 24 5 16 4 +2 0 0.9911 0.9984 0.0000 15.836 3.502 24 5 18 6 0.9807 0.9984 0.0000 16.380 3.447 24 5 16 4 +3 0 0.9930 0.9984 0.0000 15.158 3.486 24 5 62 7 0.9838 0.9984 0.0000 16.074 3.457 24 5 16 4 +4 0 0.9930 0.9984 0.0000 15.416 3.578 24 5 69 10 0.9856 0.9984 0.0000 15.943 3.481 24 5 16 4 +5 0 0.9917 0.9984 0.0000 14.239 3.396 24 5 55 12 0.9866 0.9984 0.0000 15.659 3.467 24 5 16 4 +6 0 0.9940 0.9984 0.0000 13.906 3.556 24 5 58 10 0.9877 0.9984 0.0000 15.408 3.479 24 5 16 4 +7 0 0.9953 0.9984 0.0000 13.703 3.561 24 5 15 6 0.9886 0.9984 0.0000 15.195 3.490 24 5 16 4 +8 0 0.9964 0.9986 0.0000 12.839 3.598 13 6 33 7 0.9895 0.9986 0.0000 14.933 3.502 13 6 16 4 +9 0 0.9965 0.9986 0.0000 11.877 3.530 13 6 16 6 0.9902 0.9986 0.0000 14.628 3.505 13 6 16 4 +10 0 0.9928 0.9986 0.0000 11.186 3.411 13 6 13 5 0.9904 0.9986 0.0000 14.315 3.496 13 6 16 4 +11 0 0.9917 0.9986 0.0000 10.315 3.215 13 6 29 7 0.9905 0.9986 0.0000 13.981 3.473 13 6 16 4 +12 0 0.9893 0.9986 0.0000 9.461 3.039 13 6 21 8 0.9904 0.9986 0.0000 13.634 3.439 13 6 16 4 +13 0 0.9943 0.9986 0.0000 8.820 2.906 13 6 29 8 0.9907 0.9986 0.0000 13.290 3.401 13 6 16 4 +14 0 0.9968 0.9986 0.0000 8.537 2.934 13 6 45 9 0.9911 0.9986 0.0000 12.973 3.370 13 6 16 4 +15 0 0.9968 0.9986 0.0000 8.370 2.850 13 6 14 6 0.9915 0.9986 0.0000 12.685 3.337 13 6 16 4 +16 0 0.9968 0.9986 0.0000 8.455 2.971 13 6 45 9 0.9918 0.9986 0.0000 12.437 3.316 13 6 16 4 +17 0 0.9955 0.9986 0.0000 7.836 2.909 13 6 12 4 0.9920 0.9986 0.0000 12.181 3.293 13 6 16 4 +18 0 0.9980 0.9986 0.9975 8.041 2.980 13 6 5 2 0.9923 0.9986 0.0000 11.963 3.277 13 6 16 4 +19 0 0.9968 0.9986 0.0000 7.671 2.868 13 6 18 8 0.9925 0.9986 0.0000 11.748 3.256 13 6 16 4 +20 0 0.9968 0.9986 0.0000 7.389 2.725 13 6 25 7 0.9927 0.9986 0.0000 11.541 3.231 13 6 16 4 +21 0 0.9980 0.9986 0.9975 6.765 2.560 13 6 11 3 0.9930 0.9986 0.0000 11.324 3.201 13 6 16 4 +22 0 0.9968 0.9986 0.0000 6.509 2.445 13 6 18 8 0.9931 0.9986 0.0000 11.114 3.168 13 6 16 4 +23 0 0.9968 0.9986 0.0000 6.584 2.499 11 4 5 2 0.9933 0.9986 0.0000 10.926 3.140 11 4 16 4 +24 0 0.9968 0.9986 0.0000 6.535 2.467 11 4 15 8 0.9934 0.9986 0.0000 10.750 3.113 11 4 16 4 +25 0 0.9968 0.9986 0.0000 6.395 2.429 11 4 14 5 0.9936 0.9986 0.0000 10.583 3.087 11 4 16 4 +26 0 0.9968 0.9987 0.0000 5.624 2.121 3 1 8 3 0.9937 0.9987 0.0000 10.399 3.051 3 1 16 4 +27 0 0.9980 0.9987 0.9975 4.900 1.921 3 1 3 1 0.9938 0.9987 0.0000 10.203 3.011 3 1 16 4 +28 0 0.9968 0.9987 0.0000 5.085 2.027 3 1 17 4 0.9939 0.9987 0.0000 10.026 2.977 3 1 16 4 +29 0 0.9980 0.9987 0.9980 4.581 1.829 3 1 13 6 0.9941 0.9987 0.0000 9.845 2.938 3 1 16 4 +30 0 0.9980 0.9987 0.9974 4.610 1.815 3 1 7 3 0.9942 0.9987 0.0000 9.676 2.902 3 1 16 4 +31 0 0.9980 0.9987 0.9974 4.445 1.741 3 1 7 3 0.9943 0.9987 0.0000 9.512 2.866 3 1 16 4 +32 0 0.9968 0.9987 0.0000 4.605 1.786 3 1 38 10 0.9944 0.9987 0.0000 9.364 2.833 3 1 16 4 +33 0 0.9980 0.9987 0.9977 4.500 1.745 3 1 4 2 0.9945 0.9987 0.0000 9.220 2.801 3 1 16 4 +34 0 0.9980 0.9987 0.9977 4.612 1.762 3 1 4 2 0.9946 0.9987 0.0000 9.089 2.771 3 1 16 4 +35 0 0.9980 0.9987 0.9972 4.760 1.810 3 1 11 4 0.9947 0.9987 0.0000 8.969 2.745 3 1 16 4 +36 0 0.9980 0.9987 0.9976 4.968 1.910 3 1 17 6 0.9948 0.9987 0.0000 8.860 2.722 3 1 16 4 +37 0 0.9980 0.9987 0.9980 4.893 1.896 3 1 4 3 0.9949 0.9987 0.0000 8.756 2.700 3 1 16 4 +38 0 0.9980 0.9987 0.9980 4.897 1.829 3 1 3 1 0.9950 0.9987 0.0000 8.657 2.678 3 1 16 4 +39 0 0.9968 0.9987 0.0000 4.854 1.857 3 1 16 4 0.9950 0.9987 0.0000 8.562 2.658 3 1 16 4 +40 0 0.9980 0.9987 0.9922 4.787 1.836 3 1 11 3 0.9951 0.9987 0.0000 8.470 2.638 3 1 16 4 +41 0 0.9980 0.9987 0.9922 4.845 1.827 3 1 11 3 0.9951 0.9987 0.0000 8.384 2.618 3 1 16 4 +42 0 0.9968 0.9987 0.0000 4.639 1.798 3 1 7 3 0.9952 0.9987 0.0000 8.297 2.599 3 1 16 4 +43 0 0.9980 0.9987 0.9974 4.875 1.897 3 1 11 4 0.9952 0.9987 0.0000 8.219 2.583 3 1 16 4 +44 0 0.9955 0.9987 0.0000 4.749 1.841 3 1 19 7 0.9953 0.9987 0.0000 8.142 2.567 3 1 16 4 +45 0 0.9980 0.9987 0.9954 4.749 1.847 3 1 8 4 0.9953 0.9987 0.0000 8.068 2.551 3 1 16 4 +46 0 0.9980 0.9987 0.9980 4.491 1.752 3 1 1 0 0.9954 0.9987 0.0000 7.992 2.534 3 1 16 4 +47 0 0.9980 0.9987 0.9975 4.541 1.766 3 1 3 1 0.9954 0.9987 0.0000 7.920 2.518 3 1 16 4 +48 0 0.9980 0.9987 0.9975 4.702 1.808 3 1 3 1 0.9955 0.9987 0.0000 7.854 2.504 3 1 16 4 +49 0 0.9980 0.9987 0.9975 4.749 1.806 3 1 3 1 0.9955 0.9987 0.0000 7.792 2.490 3 1 16 4 +50 0 0.9968 0.9987 0.0000 4.699 1.843 3 1 16 5 0.9956 0.9987 0.0000 7.731 2.477 3 1 16 4 diff --git a/cmake-build-relwithdebinfo-addrsan/run_8/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_8/regress.sys index 9d5a007..646e05d 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_8/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_8/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 512. + no random number seed specfied; using 486. creating initial population(s): - 1093 trees were generated to fill the population of 800 (800 trees). + 1133 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -35,23 +35,160 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 4. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 5. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 6. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 7. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 8. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 9. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 10. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 11. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 12. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 13. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 14. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 1789722 - freed: 1741722 + allocated: 10103309 + freed: 10055309 not freed: 48000 - max allocated: 455013 - malloc'ed blocks: 23617 + max allocated: 457389 + malloc'ed blocks: 146169 realloc'ed blocks: 7 - free'ed blocks: 23611 + free'ed blocks: 146163 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -59,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1104 - freed: 1104 + used: 3709 + freed: 3709 allocated: 1000 blocks: 1 diff --git a/cmake-build-relwithdebinfo-addrsan/run_9/regress.bst b/cmake-build-relwithdebinfo-addrsan/run_9/regress.bst index 9d1649d..e8ee668 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_9/regress.bst +++ b/cmake-build-relwithdebinfo-addrsan/run_9/regress.bst @@ -1,21 +1,26 @@ === BEST-OF-RUN === - generation: 2 - nodes: 17 - depth: 4 - hits: 602 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 TOP INDIVIDUAL: -- #1 -- - hits: 602 - raw fitness: 602.0000 - standardized fitness: 602.0000 - adjusted fitness: 0.9983 + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 TREE: - (* (+ (log (log extent)) - (- (exp 0.51796) - (/ minor minor))) - (- (log (- eccentricity perimeter)) extent)) + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) TREE-equ: -y = ((log(log(extent)) + (exp(0.51796) - (minor / minor))) * (log((eccentricity - perimeter)) - extent)) +y = (log((0.35790 / minor)) - (exp((((minor * extent) * extent) * ((perimeter / major) - exp(eccentricity)))) - (log(((0.41684 + major) - (major - major))) * (log(exp(0.91292)) - ((eccentricity / perimeter) * (major * -0.72939)))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_9/regress.fn b/cmake-build-relwithdebinfo-addrsan/run_9/regress.fn index 5976e90..3307e7c 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_9/regress.fn +++ b/cmake-build-relwithdebinfo-addrsan/run_9/regress.fn @@ -1,15 +1,20 @@ -Hits: 1778, Total Size: 2810, Percent Hit: 63.274021 -CC: 429 -CO: 703 -OO: 1349 -OC: 329 -Fitness: 0.998342 -Hits: 602 +Hits: 2127, Total Size: 2810, Percent Hit: 75.693950 +CC: 961 +CO: 153 +OO: 1166 +OC: 530 +Fitness: 0.998720 +Hits: 780 -y = ((log(log(extent)) + (exp(0.51796) - (minor / minor))) * (log((eccentricity - perimeter)) - extent)) +y = (log((0.35790 / minor)) - (exp((((minor * extent) * extent) * ((perimeter / major) - exp(eccentricity)))) - (log(((0.41684 + major) - (major - major))) * (log(exp(0.91292)) - ((eccentricity / perimeter) * (major * -0.72939)))))) - (* (+ (log (log extent)) - (- (exp 0.51796) - (/ minor minor))) - (- (log (- eccentricity perimeter)) extent)) + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_9/regress.his b/cmake-build-relwithdebinfo-addrsan/run_9/regress.his index 665349e..ea9be05 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_9/regress.his +++ b/cmake-build-relwithdebinfo-addrsan/run_9/regress.his @@ -1,96 +1,1317 @@ === BEST-OF-RUN === current generation: 0 generation: 0 - nodes: 8 - depth: 3 - hits: 502 + nodes: 43 + depth: 6 + hits: 758 TOP INDIVIDUAL: -- #1 -- - hits: 502 - raw fitness: 502.0000 - standardized fitness: 502.0000 - adjusted fitness: 0.9980 + hits: 758 + raw fitness: 758.0000 + standardized fitness: 758.0000 + adjusted fitness: 0.9987 TREE: - (/ major - (log extent)) + (- (log (log (log (exp (/ extent -0.57798))))) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) === BEST-OF-RUN === current generation: 1 - generation: 0 - nodes: 8 - depth: 3 - hits: 502 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 TOP INDIVIDUAL: -- #1 -- - hits: 502 - raw fitness: 502.0000 - standardized fitness: 502.0000 - adjusted fitness: 0.9980 + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 TREE: - (/ major - (log extent)) + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) === BEST-OF-RUN === current generation: 2 - generation: 2 - nodes: 17 - depth: 4 - hits: 602 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 TOP INDIVIDUAL: -- #1 -- - hits: 602 - raw fitness: 602.0000 - standardized fitness: 602.0000 - adjusted fitness: 0.9983 + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 TREE: - (* (+ (log (log extent)) - (- (exp 0.51796) - (/ minor minor))) - (- (log (- eccentricity perimeter)) extent)) + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) === BEST-OF-RUN === current generation: 3 - generation: 2 - nodes: 17 - depth: 4 - hits: 602 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 TOP INDIVIDUAL: -- #1 -- - hits: 602 - raw fitness: 602.0000 - standardized fitness: 602.0000 - adjusted fitness: 0.9983 + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 TREE: - (* (+ (log (log extent)) - (- (exp 0.51796) - (/ minor minor))) - (- (log (- eccentricity perimeter)) extent)) + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) === BEST-OF-RUN === current generation: 4 - generation: 2 - nodes: 17 - depth: 4 - hits: 602 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 TOP INDIVIDUAL: -- #1 -- - hits: 602 - raw fitness: 602.0000 - standardized fitness: 602.0000 - adjusted fitness: 0.9983 + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 TREE: - (* (+ (log (log extent)) - (- (exp 0.51796) - (/ minor minor))) - (- (log (- eccentricity perimeter)) extent)) + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 5 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 6 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 7 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 8 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 9 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 10 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 11 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 12 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 13 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 14 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 15 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 16 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 17 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 18 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 19 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 20 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 21 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 22 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 23 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 24 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 25 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 26 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 27 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 28 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 29 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 30 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 31 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 32 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 33 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 34 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 35 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 36 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 37 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 38 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 39 + generation: 1 + nodes: 40 + depth: 6 + hits: 763 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 763 + raw fitness: 763.0000 + standardized fitness: 763.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) + (exp convex)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 40 + generation: 40 + nodes: 45 + depth: 9 + hits: 778 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 778 + raw fitness: 778.0000 + standardized fitness: 778.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (log (- (+ (- minor convex) 0.62595) eccentricity)) + (log major)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 41 + generation: 40 + nodes: 45 + depth: 9 + hits: 778 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 778 + raw fitness: 778.0000 + standardized fitness: 778.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (log (- (+ (- minor convex) 0.62595) eccentricity)) + (log major)) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 42 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 43 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 44 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 45 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 46 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 47 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 48 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 49 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) +=== BEST-OF-RUN === + current generation: 50 + generation: 42 + nodes: 39 + depth: 6 + hits: 780 +TOP INDIVIDUAL: + + + +-- #1 -- + hits: 780 + raw fitness: 780.0000 + standardized fitness: 780.0000 + adjusted fitness: 0.9987 +TREE: + (- (log (/ 0.35790 minor)) + (- (exp (* (* (* minor extent) extent) + (- (/ perimeter major) + (exp eccentricity)))) + (* (log (- (+ 0.41684 major) + (- major major))) + (- (log (exp 0.91292)) + (* (/ eccentricity perimeter) + (* major -0.72939)))))) diff --git a/cmake-build-relwithdebinfo-addrsan/run_9/regress.prg b/cmake-build-relwithdebinfo-addrsan/run_9/regress.prg index 16d9d15..efa4921 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_9/regress.prg +++ b/cmake-build-relwithdebinfo-addrsan/run_9/regress.prg @@ -1,1002 +1,1002 @@ not starting from checkpoint file. 1000 fitness cases: - area = 14007.00000, perimeter = 490.66000, major_axis_length = 205.39612, minor_axis_length = 88.06984, eccentricity = 0.90341, convex_area = 14433.00000, extent = 0.76894, type = C - area = 14932.00000, perimeter = 488.86499, major_axis_length = 203.93930, minor_axis_length = 94.11240, eccentricity = 0.88715, convex_area = 15200.00000, extent = 0.78162, type = O - area = 11889.00000, perimeter = 426.64700, major_axis_length = 172.26799, minor_axis_length = 89.44281, eccentricity = 0.85465, convex_area = 12162.00000, extent = 0.61157, type = O - area = 14709.00000, perimeter = 515.84998, major_axis_length = 222.72284, minor_axis_length = 85.43156, eccentricity = 0.92351, convex_area = 14941.00000, extent = 0.52480, type = C - area = 12318.00000, perimeter = 448.68600, major_axis_length = 187.70100, minor_axis_length = 84.14412, eccentricity = 0.89389, convex_area = 12579.00000, extent = 0.58269, type = C - area = 13555.00000, perimeter = 477.87000, major_axis_length = 202.63708, minor_axis_length = 85.78796, eccentricity = 0.90596, convex_area = 13851.00000, extent = 0.57806, type = C - area = 13782.00000, perimeter = 457.49200, major_axis_length = 180.91528, minor_axis_length = 97.97388, eccentricity = 0.84067, convex_area = 14147.00000, extent = 0.65526, type = O - area = 15371.00000, perimeter = 497.66501, major_axis_length = 212.74893, minor_axis_length = 92.46557, eccentricity = 0.90061, convex_area = 15587.00000, extent = 0.81208, type = C - area = 11742.00000, perimeter = 428.03400, major_axis_length = 171.23189, minor_axis_length = 88.02340, eccentricity = 0.85775, convex_area = 11951.00000, extent = 0.63044, type = O - area = 10595.00000, perimeter = 407.26700, major_axis_length = 166.13063, minor_axis_length = 82.56895, eccentricity = 0.86774, convex_area = 10849.00000, extent = 0.64271, type = O - area = 9751.00000, perimeter = 412.59799, major_axis_length = 175.45064, minor_axis_length = 71.44276, eccentricity = 0.91334, convex_area = 10034.00000, extent = 0.71436, type = O - area = 13657.00000, perimeter = 469.23700, major_axis_length = 193.10742, minor_axis_length = 90.77804, eccentricity = 0.88262, convex_area = 13930.00000, extent = 0.61535, type = C - area = 10787.00000, perimeter = 405.89899, major_axis_length = 167.38528, minor_axis_length = 82.44202, eccentricity = 0.87030, convex_area = 10956.00000, extent = 0.72173, type = O - area = 11623.00000, perimeter = 424.35901, major_axis_length = 167.40399, minor_axis_length = 90.13301, eccentricity = 0.84268, convex_area = 11990.00000, extent = 0.76027, type = O - area = 13913.00000, perimeter = 493.60699, major_axis_length = 212.98547, minor_axis_length = 83.99135, eccentricity = 0.91896, convex_area = 14218.00000, extent = 0.57213, type = C - area = 13627.00000, perimeter = 476.98901, major_axis_length = 201.19452, minor_axis_length = 86.95226, eccentricity = 0.90179, convex_area = 13926.00000, extent = 0.78056, type = C - area = 12146.00000, perimeter = 442.24701, major_axis_length = 176.50616, minor_axis_length = 89.75159, eccentricity = 0.86107, convex_area = 12502.00000, extent = 0.77541, type = O - area = 10785.00000, perimeter = 423.79501, major_axis_length = 175.26901, minor_axis_length = 79.07759, eccentricity = 0.89243, convex_area = 11069.00000, extent = 0.70842, type = O - area = 12136.00000, perimeter = 455.42899, major_axis_length = 195.57040, minor_axis_length = 80.09987, eccentricity = 0.91228, convex_area = 12334.00000, extent = 0.77230, type = O - area = 13694.00000, perimeter = 464.56000, major_axis_length = 191.33110, minor_axis_length = 91.70782, eccentricity = 0.87764, convex_area = 13918.00000, 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minor_axis_length = 81.91354, eccentricity = 0.90126, convex_area = 12125.00000, extent = 0.55191, type = O + area = 12604.00000, perimeter = 452.72501, major_axis_length = 182.71681, minor_axis_length = 89.78500, eccentricity = 0.87094, convex_area = 12945.00000, extent = 0.73708, type = O + area = 14246.00000, perimeter = 488.91599, major_axis_length = 210.75372, minor_axis_length = 86.88518, eccentricity = 0.91107, convex_area = 14453.00000, extent = 0.74806, type = C + area = 14204.00000, perimeter = 482.17001, major_axis_length = 201.07388, minor_axis_length = 91.09084, eccentricity = 0.89150, convex_area = 14523.00000, extent = 0.61601, type = C + area = 14892.00000, perimeter = 503.64700, major_axis_length = 213.27196, minor_axis_length = 90.47866, eccentricity = 0.90555, convex_area = 15279.00000, extent = 0.59392, type = C + area = 9908.00000, perimeter = 432.76901, major_axis_length = 188.18768, minor_axis_length = 67.69534, eccentricity = 0.93306, convex_area = 10205.00000, extent = 0.61168, type = C + area = 11784.00000, perimeter = 438.12000, major_axis_length = 181.75789, minor_axis_length = 83.74436, eccentricity = 0.88753, convex_area = 11981.00000, extent = 0.80377, type = C + area = 12692.00000, perimeter = 447.73901, major_axis_length = 174.88063, minor_axis_length = 94.16079, eccentricity = 0.84267, convex_area = 13148.00000, extent = 0.64571, type = O + area = 14908.00000, perimeter = 499.46899, major_axis_length = 209.11948, minor_axis_length = 92.06287, eccentricity = 0.89788, convex_area = 15324.00000, extent = 0.76334, type = C + area = 10309.00000, perimeter = 396.53900, major_axis_length = 161.23341, minor_axis_length = 81.93710, eccentricity = 0.86125, convex_area = 10478.00000, extent = 0.70755, type = O + area = 12070.00000, perimeter = 444.45499, major_axis_length = 183.93947, minor_axis_length = 85.08071, eccentricity = 0.88659, convex_area = 12400.00000, extent = 0.68192, type = O + area = 15140.00000, perimeter = 502.55301, major_axis_length = 213.89561, minor_axis_length = 90.89738, eccentricity = 0.90521, convex_area = 15491.00000, extent = 0.75821, type = C + area = 14850.00000, perimeter = 499.20700, major_axis_length = 210.13364, minor_axis_length = 91.14337, eccentricity = 0.90104, convex_area = 15327.00000, extent = 0.58901, type = C + area = 14467.00000, perimeter = 498.62399, major_axis_length = 213.59563, minor_axis_length = 86.99999, eccentricity = 0.91329, convex_area = 14857.00000, extent = 0.74076, type = C + area = 12326.00000, perimeter = 459.68201, major_axis_length = 194.34097, minor_axis_length = 82.07947, eccentricity = 0.90643, convex_area = 12686.00000, extent = 0.61933, type = C + area = 12175.00000, perimeter = 431.72800, major_axis_length = 178.55745, minor_axis_length = 87.79368, eccentricity = 0.87077, convex_area = 12345.00000, extent = 0.80020, type = O + area = 13949.00000, perimeter = 479.40201, major_axis_length = 200.09514, minor_axis_length = 90.09469, eccentricity = 0.89290, convex_area = 14286.00000, extent = 0.58155, type = C + area = 16898.00000, perimeter = 526.94397, major_axis_length = 217.87180, minor_axis_length = 100.34503, eccentricity = 0.88762, convex_area = 17274.00000, extent = 0.62446, type = C + area = 16862.00000, perimeter = 519.47101, major_axis_length = 219.65996, minor_axis_length = 98.39157, eccentricity = 0.89407, convex_area = 17104.00000, extent = 0.61227, type = C + area = 13918.00000, perimeter = 489.04001, major_axis_length = 207.88174, minor_axis_length = 86.49023, eccentricity = 0.90934, convex_area = 14263.00000, extent = 0.71876, type = C + area = 13118.00000, perimeter = 480.08600, major_axis_length = 207.10904, minor_axis_length = 81.70571, eccentricity = 0.91889, convex_area = 13652.00000, extent = 0.56877, type = C + area = 12239.00000, perimeter = 432.29800, major_axis_length = 168.49008, minor_axis_length = 94.25422, eccentricity = 0.82889, convex_area = 12489.00000, extent = 0.68260, type = O + area = 12557.00000, perimeter = 443.01001, major_axis_length = 177.72878, minor_axis_length = 91.59944, eccentricity = 0.85696, convex_area = 12896.00000, extent = 0.63929, type = O + area = 10445.00000, perimeter = 409.95999, major_axis_length = 168.47455, minor_axis_length = 80.43509, eccentricity = 0.87867, convex_area = 10653.00000, extent = 0.74026, type = O + area = 10666.00000, perimeter = 416.42401, major_axis_length = 173.89351, minor_axis_length = 78.45744, eccentricity = 0.89243, convex_area = 10825.00000, extent = 0.59474, type = O + area = 16259.00000, perimeter = 522.62201, major_axis_length = 215.50919, minor_axis_length = 97.42146, eccentricity = 0.89199, convex_area = 16728.00000, extent = 0.58435, type = C + area = 13338.00000, perimeter = 462.53400, major_axis_length = 194.25833, minor_axis_length = 88.38235, eccentricity = 0.89051, convex_area = 13639.00000, extent = 0.74311, type = C + area = 12678.00000, perimeter = 452.92599, major_axis_length = 190.83859, minor_axis_length = 85.65090, eccentricity = 0.89363, convex_area = 12930.00000, extent = 0.63953, type = O + area = 14064.00000, perimeter = 486.89001, major_axis_length = 204.16307, minor_axis_length = 88.52142, eccentricity = 0.90111, convex_area = 14388.00000, extent = 0.64838, type = C + area = 10271.00000, perimeter = 415.53900, major_axis_length = 177.82224, minor_axis_length = 74.39628, eccentricity = 0.90827, convex_area = 10422.00000, extent = 0.56608, type = O + area = 11358.00000, perimeter = 421.82199, major_axis_length = 171.41608, minor_axis_length = 85.97816, eccentricity = 0.86511, convex_area = 11637.00000, extent = 0.64333, type = O + area = 11073.00000, perimeter = 431.15701, major_axis_length = 182.70003, minor_axis_length = 77.72215, eccentricity = 0.90500, convex_area = 11367.00000, extent = 0.75112, type = O + area = 15694.00000, perimeter = 506.50601, major_axis_length = 211.83493, minor_axis_length = 96.02247, eccentricity = 0.89136, convex_area = 16010.00000, extent = 0.57654, type = C + area = 16176.00000, perimeter = 522.99103, major_axis_length = 221.92740, minor_axis_length = 93.98418, eccentricity = 0.90590, convex_area = 16639.00000, extent = 0.60235, type = C + area = 12539.00000, perimeter = 442.29700, major_axis_length = 178.60106, minor_axis_length = 90.33458, eccentricity = 0.86266, convex_area = 12790.00000, extent = 0.73448, type = O + area = 14953.00000, perimeter = 503.75201, major_axis_length = 217.10368, minor_axis_length = 88.61492, eccentricity = 0.91291, convex_area = 15229.00000, extent = 0.72314, type = C + area = 14031.00000, perimeter = 494.26501, major_axis_length = 213.70952, minor_axis_length = 84.46609, eccentricity = 0.91858, convex_area = 14265.00000, extent = 0.73886, type = C + area = 12699.00000, perimeter = 458.01300, major_axis_length = 192.59450, minor_axis_length = 85.20386, eccentricity = 0.89682, convex_area = 12965.00000, extent = 0.59065, type = C diff --git a/cmake-build-relwithdebinfo-addrsan/run_9/regress.stt b/cmake-build-relwithdebinfo-addrsan/run_9/regress.stt index 224b278..23e7cb8 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_9/regress.stt +++ b/cmake-build-relwithdebinfo-addrsan/run_9/regress.stt @@ -1,6 +1,52 @@ GEN# SUB# μFGEN FsBestGEN FsWorstGEN μTreeSzGEN μTreeDpGEN bTreeSzGEN bTreeDpGEN wTreeSzGEN wTreeDpGEN μFRUN FsBestRUN FsWorstRUN μTreeSzRUN μTreeDpRUN bTreeSzRUN bTreeDpRUN wTreeSzRUN wTreeDpRUN -0 0 0.9593 0.9980 0.0000 19.218 3.416 8 3 85 6 0.9593 0.9980 0.0000 19.218 3.416 8 3 85 6 -1 0 0.9905 0.9980 0.0000 16.469 3.446 8 3 63 6 0.9749 0.9980 0.0000 17.843 3.431 8 3 85 6 -2 0 0.9942 0.9983 0.0000 15.527 3.399 17 4 64 9 0.9813 0.9983 0.0000 17.071 3.420 17 4 85 6 -3 0 0.9905 0.9983 0.0000 15.553 3.509 17 4 21 6 0.9836 0.9983 0.0000 16.692 3.442 17 4 85 6 -4 0 0.9930 0.9983 0.0000 15.598 3.672 17 4 53 8 0.9855 0.9983 0.0000 16.473 3.489 17 4 85 6 +0 0 0.9606 0.9987 0.0000 17.614 3.316 43 6 54 5 0.9606 0.9987 0.0000 17.614 3.316 43 6 54 5 +1 0 0.9906 0.9987 0.0000 16.479 3.422 40 6 22 5 0.9756 0.9987 0.0000 17.046 3.369 40 6 54 5 +2 0 0.9918 0.9987 0.0000 15.589 3.519 40 6 34 6 0.9810 0.9987 0.0000 16.560 3.419 40 6 54 5 +3 0 0.9930 0.9987 0.0000 14.415 3.506 40 6 86 10 0.9840 0.9987 0.0000 16.024 3.441 40 6 54 5 +4 0 0.9943 0.9987 0.0000 13.591 3.600 40 6 17 5 0.9860 0.9987 0.0000 15.537 3.473 40 6 54 5 +5 0 0.9918 0.9987 0.0000 12.701 3.520 40 6 67 9 0.9870 0.9987 0.0000 15.065 3.481 40 6 54 5 +6 0 0.9918 0.9987 0.0000 12.506 3.481 40 6 56 10 0.9877 0.9987 0.0000 14.699 3.481 40 6 54 5 +7 0 0.9930 0.9987 0.0000 12.446 3.502 40 6 71 9 0.9884 0.9987 0.0000 14.418 3.483 40 6 54 5 +8 0 0.9968 0.9987 0.0000 11.686 3.424 40 6 24 6 0.9893 0.9987 0.0000 14.114 3.477 40 6 54 5 +9 0 0.9955 0.9987 0.0000 11.319 3.381 40 6 28 7 0.9899 0.9987 0.0000 13.835 3.467 40 6 54 5 +10 0 0.9955 0.9987 0.0000 10.877 3.294 40 6 27 7 0.9904 0.9987 0.0000 13.566 3.451 40 6 54 5 +11 0 0.9943 0.9987 0.0000 9.840 3.123 40 6 15 5 0.9908 0.9987 0.0000 13.255 3.424 40 6 54 5 +12 0 0.9968 0.9987 0.0000 10.094 3.197 40 6 27 8 0.9912 0.9987 0.0000 13.012 3.407 40 6 54 5 +13 0 0.9955 0.9987 0.0000 9.069 3.059 40 6 17 6 0.9915 0.9987 0.0000 12.730 3.382 40 6 54 5 +14 0 0.9980 0.9987 0.9973 9.384 3.112 40 6 22 6 0.9920 0.9987 0.0000 12.507 3.364 40 6 54 5 +15 0 0.9943 0.9987 0.0000 8.803 3.013 40 6 33 11 0.9921 0.9987 0.0000 12.276 3.342 40 6 54 5 +16 0 0.9980 0.9987 0.9958 7.699 2.810 40 6 35 5 0.9925 0.9987 0.0000 12.007 3.311 40 6 54 5 +17 0 0.9955 0.9987 0.0000 7.491 2.740 40 6 43 9 0.9926 0.9987 0.0000 11.756 3.279 40 6 54 5 +18 0 0.9980 0.9987 0.9978 6.871 2.544 40 6 19 6 0.9929 0.9987 0.0000 11.499 3.240 40 6 54 5 +19 0 0.9955 0.9987 0.0000 6.941 2.572 40 6 13 5 0.9930 0.9987 0.0000 11.271 3.207 40 6 54 5 +20 0 0.9968 0.9987 0.0000 6.494 2.417 40 6 36 8 0.9932 0.9987 0.0000 11.043 3.169 40 6 54 5 +21 0 0.9968 0.9987 0.0000 6.394 2.393 40 6 24 6 0.9934 0.9987 0.0000 10.832 3.134 40 6 54 5 +22 0 0.9943 0.9987 0.0000 6.346 2.371 40 6 18 9 0.9934 0.9987 0.0000 10.637 3.101 40 6 54 5 +23 0 0.9980 0.9987 0.9958 5.910 2.268 40 6 29 6 0.9936 0.9987 0.0000 10.440 3.066 40 6 54 5 +24 0 0.9955 0.9987 0.0000 5.635 2.161 40 6 12 6 0.9937 0.9987 0.0000 10.248 3.030 40 6 54 5 +25 0 0.9980 0.9987 0.9958 5.825 2.226 40 6 14 4 0.9939 0.9987 0.0000 10.078 2.999 40 6 54 5 +26 0 0.9980 0.9987 0.9953 5.845 2.180 40 6 25 6 0.9940 0.9987 0.0000 9.921 2.969 40 6 54 5 +27 0 0.9980 0.9987 0.9958 6.186 2.277 40 6 28 6 0.9942 0.9987 0.0000 9.787 2.944 40 6 54 5 +28 0 0.9968 0.9987 0.0000 6.136 2.199 40 6 8 3 0.9942 0.9987 0.0000 9.662 2.918 40 6 54 5 +29 0 0.9968 0.9987 0.0000 6.168 2.236 40 6 41 8 0.9943 0.9987 0.0000 9.545 2.896 40 6 54 5 +30 0 0.9980 0.9987 0.9976 6.280 2.239 40 6 20 8 0.9945 0.9987 0.0000 9.440 2.874 40 6 54 5 +31 0 0.9980 0.9987 0.9976 6.364 2.260 40 6 24 9 0.9946 0.9987 0.0000 9.344 2.855 40 6 54 5 +32 0 0.9980 0.9987 0.9958 5.819 2.176 40 6 6 2 0.9947 0.9987 0.0000 9.237 2.835 40 6 54 5 +33 0 0.9980 0.9987 0.9958 6.045 2.284 40 6 6 2 0.9948 0.9987 0.0000 9.143 2.818 40 6 54 5 +34 0 0.9968 0.9987 0.0000 6.473 2.444 40 6 13 4 0.9948 0.9987 0.0000 9.067 2.808 40 6 54 5 +35 0 0.9980 0.9987 0.9958 6.491 2.451 40 6 40 7 0.9949 0.9987 0.0000 8.995 2.798 40 6 54 5 +36 0 0.9980 0.9987 0.9958 6.661 2.520 40 6 38 12 0.9950 0.9987 0.0000 8.932 2.790 40 6 54 5 +37 0 0.9943 0.9987 0.0000 6.636 2.462 40 6 37 8 0.9950 0.9987 0.0000 8.872 2.782 40 6 54 5 +38 0 0.9980 0.9987 0.9958 6.841 2.478 40 6 8 3 0.9951 0.9987 0.0000 8.820 2.774 40 6 54 5 +39 0 0.9955 0.9987 0.0000 6.671 2.445 40 6 14 6 0.9951 0.9987 0.0000 8.766 2.766 40 6 54 5 +40 0 0.9955 0.9987 0.0000 6.532 2.374 45 9 12 5 0.9951 0.9987 0.0000 8.711 2.756 45 9 54 5 +41 0 0.9968 0.9987 0.0000 6.061 2.284 45 9 6 3 0.9951 0.9987 0.0000 8.648 2.745 45 9 54 5 +42 0 0.9955 0.9987 0.0000 5.550 2.080 39 6 9 4 0.9951 0.9987 0.0000 8.576 2.729 39 6 54 5 +43 0 0.9980 0.9987 0.9978 5.134 1.909 39 6 26 5 0.9952 0.9987 0.0000 8.498 2.711 39 6 54 5 +44 0 0.9980 0.9987 0.9979 5.190 1.950 39 6 11 4 0.9953 0.9987 0.0000 8.425 2.694 39 6 54 5 +45 0 0.9980 0.9987 0.9974 5.221 1.954 39 6 7 3 0.9953 0.9987 0.0000 8.355 2.678 39 6 54 5 +46 0 0.9980 0.9987 0.9979 4.821 1.835 39 6 3 1 0.9954 0.9987 0.0000 8.280 2.660 39 6 54 5 +47 0 0.9980 0.9987 0.9958 5.150 1.895 39 6 12 3 0.9954 0.9987 0.0000 8.214 2.644 39 6 54 5 +48 0 0.9980 0.9987 0.9958 5.239 1.942 39 6 11 3 0.9955 0.9987 0.0000 8.154 2.630 39 6 54 5 +49 0 0.9980 0.9987 0.9958 4.960 1.896 39 6 6 2 0.9955 0.9987 0.0000 8.090 2.615 39 6 54 5 +50 0 0.9980 0.9987 0.9958 5.001 1.897 39 6 21 6 0.9956 0.9987 0.0000 8.029 2.601 39 6 54 5 diff --git a/cmake-build-relwithdebinfo-addrsan/run_9/regress.sys b/cmake-build-relwithdebinfo-addrsan/run_9/regress.sys index 2c32b46..69cfe99 100644 --- a/cmake-build-relwithdebinfo-addrsan/run_9/regress.sys +++ b/cmake-build-relwithdebinfo-addrsan/run_9/regress.sys @@ -14,9 +14,9 @@ building function set(s): set 0: * / + - exp log area perimeter major minor eccentricity convex extent R tree 0 uses function set 0. function set complete. - no random number seed specfied; using 673. + no random number seed specfied; using 420. creating initial population(s): - 1131 trees were generated to fill the population of 800 (800 trees). + 1133 trees were generated to fill the population of 800 (800 trees). initial population(s) complete. @@ -35,23 +35,160 @@ no checkpointing will be done. evaluation complete. (0s wall) breeding complete. (0s wall) === generation 4. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 5. evaluation complete. (0s wall) breeding complete. (0s wall) +=== generation 6. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 7. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 8. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 9. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 10. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 11. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 12. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 13. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 14. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 15. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 16. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 17. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 18. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 19. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 20. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 21. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 22. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 23. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 24. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 25. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 26. + evaluation complete. (1s wall) + breeding complete. (0s wall) +=== generation 27. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 28. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 29. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 30. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 31. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 32. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 33. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 34. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 35. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 36. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 37. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 38. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 39. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 40. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 41. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 42. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 43. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 44. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 45. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 46. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 47. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 48. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 49. + evaluation complete. (0s wall) + breeding complete. (0s wall) +=== generation 50. + evaluation complete. (0s wall) SYSTEM STATISTICS ------- memory ------- - allocated: 2020795 - freed: 1972795 + allocated: 10335628 + freed: 10287628 not freed: 48000 - max allocated: 471805 - malloc'ed blocks: 24411 + max allocated: 462949 + malloc'ed blocks: 146423 realloc'ed blocks: 7 - free'ed blocks: 24405 + free'ed blocks: 146417 ------- time ------- - overall: 1s wall - evaluation: 0s wall + overall: 2s wall + evaluation: 2s wall breeding: 0s wall ------- generation spaces ------- @@ -59,7 +196,7 @@ SYSTEM STATISTICS space 1 size: 100 ------- ephemeral random constants ------- - used: 1094 - freed: 1094 + used: 3736 + freed: 3736 allocated: 1000 blocks: 1 diff --git a/include/aggregation.h b/include/aggregation.h index e5a8cdc..a237775 100644 --- a/include/aggregation.h +++ b/include/aggregation.h @@ -204,7 +204,7 @@ inline void write_process_info(T& writer, const process_info_t& run_processes) } template -inline void write_pop_info(T& writer, const blt::hashmap_t& remaining_pops) +inline void write_pop_info(T& writer, const std::vector>& remaining_pops) { writer << "Run\tRemaining Subpopulations\n"; for (const auto& v : remaining_pops) diff --git a/src/program/app.cpp b/src/program/app.cpp index 813b659..8900ae7 100644 --- a/src/program/app.cpp +++ b/src/program/app.cpp @@ -101,7 +101,7 @@ auto cxx_d(T* t) template auto cxx_c(T* t) { - return reinterpret_cast(t); + return reinterpret_cast(t); } template @@ -113,8 +113,7 @@ bool run_once() loaded_data rice_data; -struct annoying -{ +struct annoying { blt::size_t cc = 0; blt::size_t co = 0; blt::size_t oo = 0; @@ -145,13 +144,12 @@ void handle_networking() break; case packet_id::CHILD_FIT: break; - case packet_id::PRUNE: - { + case packet_id::PRUNE: { BLT_DEBUG("We are a child who is going to be killed!"); close_requested = true; break; } - break; + break; case packet_id::AVG_FIT: case packet_id::AVG_TREE: case packet_id::BEST_FIT: @@ -188,14 +186,13 @@ extern "C" int app_begin_of_evaluation(int gen, multipop* mpop) packet_t memory_packet{}; memory_packet.id = packet_id::MEM_USAGE; memory_packet.snapshot = memory_snapshot{ - blt::system::get_memory_process().resident, - blt::system::getCurrentTimeMilliseconds() - wall_time_start - }; - + blt::system::get_memory_process().resident, + blt::system::getCurrentTimeMilliseconds() - wall_time_start}; + std::scoped_lock lock(send_mutex); send_packets.push(memory_packet); } - + BLT_INFO("Running begin of eval, current state: are we paused? %s num of gens left %d", paused ? "true" : "false", generations_left.load()); if (generations_left == 0) { @@ -216,7 +213,7 @@ extern "C" int app_begin_of_evaluation(int gen, multipop* mpop) // i love busy looping while (paused) std::this_thread::sleep_for(std::chrono::milliseconds(1)); - + return close_requested; } @@ -225,23 +222,23 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst generations_left--; set_current_individual(gen_stats[0].best[0]->ind); best_individual.store(gen_stats[0].best[0]->ind->a_fitness); - + // { // double fitness = 0; // for (int i = 0; i < mpop[0].size; i++){ // fitness += mpop[0].pop[i]->ind->a_fitness; // } - + // packet_t packet; // packet.id = packet_id::AVG_FIT; // std::scoped_lock lock(send_mutex); // send_packets.push(packet); // } - + if (newbest) { output_stream_open(OUT_USER); - + auto ind = run_stats[0].best[0]->ind; #ifdef PART_B @@ -253,11 +250,11 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst } set_current_individual(ind); best_individual.store(gen_stats[0].best[0]->ind->a_fitness); - + auto testing = rice_data.getTestingSet(); - + annoying results; - + for (const auto& r : testing) { g->area = r.area; @@ -269,7 +266,7 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst g->extent = r.extent; auto dv = r.type[0] == 'C'; auto v = evaluate_tree(ind->tr[0].data, 0); - + // (real value) (predicted value) if (dv) { @@ -285,7 +282,7 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst results.oc++;// osmancik cammeo } } - + oprintf(OUT_USER, 50, "Hits: %ld, Total Size: %ld, Percent Hit: %lf\n", results.cc + results.oo, testing.size(), static_cast(results.cc + results.oo) / static_cast(testing.size()) * 100); oprintf(OUT_USER, 50, "CC: %ld\nCO: %ld\nOO: %ld\nOC: %ld\n", results.cc, results.co, results.oo, results.oc); @@ -295,13 +292,13 @@ extern "C" int app_end_of_evaluation(int gen, multipop* mpop, int newbest, popst #endif pretty_print_tree_equ(ind->tr[0].data, output_filehandle(OUT_USER)); pretty_print_tree(ind->tr[0].data, output_filehandle(OUT_USER)); - + output_stream_close(OUT_USER); - + if (run_stats[0].best[0]->ind->hits == fitness_cases) return 1; } - + return 0; } @@ -320,24 +317,24 @@ extern "C" int app_initialize(int startfromcheckpoint) BLT_ASSERT(loc_socket != nullptr && "You must provide a location to a unix socket!"); BLT_ASSERT(loc_pid != nullptr && "You must provide a pid!"); pid_t pid = std::stoi(std::string(loc_pid)); - + BLT_INFO("Begin socket init %s", loc_socket); - + our_socket = socket(AF_UNIX, SOCK_SEQPACKET, 0); - + BLT_INFO("Socket Created! %d", our_socket); - + if (our_socket == -1) { BLT_FATAL("Failed to create sockets!"); std::exit(4); } - + sockaddr_un our_name{}; std::memset(&our_name, 0, sizeof(our_name)); our_name.sun_family = AF_UNIX; std::strncpy(our_name.sun_path, loc_socket, sizeof(our_name.sun_path) - 1); - + BLT_INFO("Attempting to connect to socket %s", loc_socket); blt::logging::flush(); int ret; @@ -358,27 +355,27 @@ extern "C" int app_initialize(int startfromcheckpoint) BLT_ASSERT(ret == 0 && "Failed to connect to socket"); BLT_INFO("Connected to socket %s", loc_socket); blt::logging::flush(); - + if (fcntl(our_socket, F_SETFD, fcntl(our_socket, F_GETFD) | O_NONBLOCK)) BLT_WARN("Unable to change socket file descriptor flags; error '%d'", errno); - + unsigned char pid_buffer[sizeof(pid_t)]; std::memset(pid_buffer, 0, sizeof(pid_buffer)); blt::mem::toBytes(pid, pid_buffer); - + write(our_socket, pid_buffer, sizeof(pid_buffer)); - + load_rice_data(loc_param, rice_data, get_parameter("random_seed")); #endif int i; double x, y; char* param; globaldata* g = get_globaldata(); - + if (!startfromcheckpoint) { oprintf(OUT_PRG, 50, "not starting from checkpoint file.\n"); - + param = get_parameter("app.fitness_cases"); if (param == NULL) { @@ -409,7 +406,7 @@ extern "C" int app_initialize(int startfromcheckpoint) app_fitness_cases[0] = (double*) MALLOC(fitness_cases * sizeof(double)); app_fitness_cases[1] = (double*) MALLOC(fitness_cases * sizeof(double)); #endif - + oprintf(OUT_PRG, 50, "%d fitness cases:\n", fitness_cases); for (i = 0; i < fitness_cases; ++i) { @@ -445,13 +442,13 @@ extern "C" int app_initialize(int startfromcheckpoint) { oprintf(OUT_PRG, 50, "started from checkpoint file.\n"); } - + param = get_parameter("app.value_cutoff"); if (param == NULL) value_cutoff = 1.e15; else value_cutoff = strtod(param, NULL); - + wall_time_start = blt::system::getCurrentTimeMilliseconds(); cpu_time_start = blt::system::getCPUTime(); cpu_cycles_start = blt::system::rdtsc(); @@ -518,9 +515,9 @@ extern "C" int app_build_function_sets(void) {cxx_d(f_exp), nullptr, nullptr, 1, "exp", FUNC_DATA, -1, 0, 0, {0, 0}}, {cxx_d(f_rlog), nullptr, nullptr, 1, "log", FUNC_DATA, -1, 0, 0, {0, 0}}, #ifndef PART_B - {cxx_d(f_sin), nullptr, nullptr, 1, "sin", FUNC_DATA, -1, 0, 0, {0, 0}}, - {cxx_d(f_cos), nullptr, nullptr, 1, "cos", FUNC_DATA, -1, 0, 0, {0, 0}}, - {cxx_d(f_var), nullptr, nullptr, 0, "x", TERM_NORM, -1, 0, 0, {0, 0}}, + {cxx_d(f_sin), nullptr, nullptr, 1, "sin", FUNC_DATA, -1, 0, 0, {0, 0}}, + {cxx_d(f_cos), nullptr, nullptr, 1, "cos", FUNC_DATA, -1, 0, 0, {0, 0}}, + {cxx_d(f_var), nullptr, nullptr, 0, "x", TERM_NORM, -1, 0, 0, {0, 0}}, #else {cxx_d(f_area), nullptr, nullptr, 0, "area", TERM_NORM, -1, 0, 0, {0, 0}}, {cxx_d(f_perimeter), nullptr, nullptr, 0, "perimeter", TERM_NORM, -1, 0, 0, {0, 0}}, @@ -531,7 +528,7 @@ extern "C" int app_build_function_sets(void) {cxx_d(f_extent), nullptr, nullptr, 0, "extent", TERM_NORM, -1, 0, 0, {0, 0}}, #endif {nullptr, f_erc_gen, cxx_c(f_erc_print), 0, "R", TERM_ERC, -1, 0, 0, {0, 0}}}; - + binary_parameter("app.use_ercs", 1); #ifndef PART_B if (atoi(get_parameter("app.use_ercs"))) @@ -544,13 +541,13 @@ extern "C" int app_build_function_sets(void) else fset.size = 13; #endif - + fset.cset = sets; - + tree_map.fset = 0; tree_map.return_type = 0; tree_map.name = "TREE"; - + return function_sets_init(&fset, 1, &tree_map, 1); } @@ -566,12 +563,12 @@ extern "C" void app_eval_fitness(individual* ind) double disp; #endif globaldata* g = get_globaldata(); - + set_current_individual(ind); - + ind->r_fitness = 0.0; ind->hits = 0; - + for (i = 0; i < fitness_cases; ++i) { #ifdef PART_B @@ -591,9 +588,6 @@ extern "C" void app_eval_fitness(individual* ind) #ifdef PART_B if ((v >= 0 && dv) || (v < 0 && !dv)) ind->hits++; - ind->r_fitness = ind->hits; - ind->s_fitness = ind->r_fitness; - ind->a_fitness = 1 - (1 / (1 + ind->s_fitness)); #else disp = fabs(dv - v); @@ -610,7 +604,12 @@ extern "C" void app_eval_fitness(individual* ind) ind->a_fitness = 1 / (1 + ind->s_fitness); #endif } - +#ifdef PART_B + ind->r_fitness = ind->hits; + ind->s_fitness = ind->r_fitness; + ind->a_fitness = 1 - (1 / (1 + ind->s_fitness)); +#endif + ind->evald = EVAL_CACHE_VALID; } @@ -631,14 +630,14 @@ extern "C" void app_write_checkpoint(FILE* f) extern "C" void app_read_checkpoint(FILE* f) { int i; - + fscanf(f, "%*s %d\n", &fitness_cases); - + app_fitness_cases[0] = (double*) MALLOC(fitness_cases * sizeof(double)); app_fitness_cases[1] = (double*) MALLOC(fitness_cases * sizeof(double)); - + for (i = 0; i < fitness_cases; ++i) { read_hex_block(app_fitness_cases[0] + i, sizeof(double), f); diff --git a/src/runner/aggregation.cpp b/src/runner/aggregation.cpp index cfa542d..4d7b433 100644 --- a/src/runner/aggregation.cpp +++ b/src/runner/aggregation.cpp @@ -341,10 +341,17 @@ void process_files(const std::string& outfile, const std::string& writefile, int std::ofstream writer_best_hits(writefile + "_best_hits.tsv"); std::ofstream writer_best_all(writefile + "_all.tsv"); - write_pop_info(writer_best_gens, remaining_pops); - write_pop_info(writer_best_fit, remaining_pops); - write_pop_info(writer_best_hits, remaining_pops); - write_pop_info(writer_best_all, remaining_pops); + std::vector> remainder; + for (const auto& v : remaining_pops) + remainder.emplace_back(v.first, v.second); + std::sort(remainder.begin(), remainder.end(), [](const auto& a, const auto& b){ + return a.first < b.first; + }); + + write_pop_info(writer_best_gens, remainder); + write_pop_info(writer_best_fit, remainder); + write_pop_info(writer_best_hits, remainder); + write_pop_info(writer_best_all, remainder); write_process_info(writer_best_gens, total(best_gens_vec)); write_process_info(writer_best_fit, total(best_fit_vec)); diff --git a/src/runner/main.cpp b/src/runner/main.cpp index cd2c8fb..bf7e357 100644 --- a/src/runner/main.cpp +++ b/src/runner/main.cpp @@ -355,9 +355,6 @@ outer_while: fitness_cutoff = fitness_storage[cutoff]; else BLT_WARN("Running with no active populations?"); - for (int i = current_round; i < current_round + 5; i++) - remaining_pops[i] = fitness_storage.size(); - current_round += 5; BLT_INFO("Cutoff value %d, current size %d, fitness: %f", cutoff, fitness_storage.size(), fitness_cutoff); current_state = state_t::PRUNE; fitness_storage.clear(); @@ -365,6 +362,9 @@ outer_while: } case state_t::PRUNE: { + for (int i = current_round; i < current_round + 5; i++) + remaining_pops[i] = children.size(); + current_round += 5; if (children.size() == 1) { // run to completion, we no longer need to sync with the server. @@ -372,9 +372,10 @@ outer_while: // keep the server in idle state, this way we can still handle incoming packets // since we will need to get information about pop stats current_state = state_t::IDLE; + BLT_DEBUG("Children left: %ld", children.size()); break; } - BLT_DEBUG("Pruning with fitness %f", fitness_cutoff); + BLT_DEBUG("Pruning with fitness %f, children %ld", fitness_cutoff, children.size()); auto it = children.begin(); while (it != children.end()) { @@ -423,8 +424,8 @@ int main(int argc, const char** argv) { blt::arg_parse parser; - parser.addArgument(blt::arg_builder("-n", "--num_pops").setDefault("10").setHelp("Number of populations to start").build()); - parser.addArgument(blt::arg_builder("-g", "--num_gen").setDefault("5").setHelp("Number of generations between pruning").build()); + parser.addArgument(blt::arg_builder("-n", "--num_pops").setDefault("100").setHelp("Number of populations to start").build()); + parser.addArgument(blt::arg_builder("-g", "--num_gen").setDefault("1000").setHelp("Number of generations between pruning").build()); parser.addArgument(blt::arg_builder("-p", "--prune_ratio").setDefault("0.2").setHelp("Number of generations to run before pruning").build()); parser.addArgument(blt::arg_builder("--program").setDefault("./FinalProject").setHelp("GP Program to execute per run").build()); parser.addArgument(blt::arg_builder("--out_file").setDefault("regress")