COSC-4P82-Final-Project/PartB/90Cross10Mut2El/run_8/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 12529.00000, perimeter = 437.83899, major_axis_length = 174.86145, minor_axis_length = 92.18926, eccentricity = 0.84973, convex_area = 12840.00000, extent = 0.76602, type = O
area = 11543.00000, perimeter = 428.60199, major_axis_length = 175.37068, minor_axis_length = 85.05824, eccentricity = 0.87450, convex_area = 11859.00000, extent = 0.67107, 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 = 0.59746, type = O
area = 11852.00000, perimeter = 446.07700, major_axis_length = 192.05428, minor_axis_length = 79.09919, eccentricity = 0.91125, convex_area = 12029.00000, extent = 0.71700, type = C
area = 14263.00000, perimeter = 490.75101, major_axis_length = 203.77844, minor_axis_length = 90.26588, eccentricity = 0.89654, convex_area = 14779.00000, extent = 0.73155, type = C
area = 14534.00000, perimeter = 483.64099, major_axis_length = 196.65082, minor_axis_length = 95.05068, eccentricity = 0.87543, convex_area = 14932.00000, extent = 0.64965, type = C
area = 13328.00000, perimeter = 473.04401, major_axis_length = 201.39886, minor_axis_length = 85.25861, eccentricity = 0.90597, convex_area = 13588.00000, extent = 0.78010, type = C
area = 14363.00000, perimeter = 499.17099, major_axis_length = 210.24554, minor_axis_length = 88.11178, eccentricity = 0.90794, convex_area = 14669.00000, extent = 0.60685, type = C
area = 10286.00000, perimeter = 401.78900, major_axis_length = 159.07466, minor_axis_length = 83.59863, eccentricity = 0.85077, convex_area = 10524.00000, extent = 0.77014, type = O
area = 13584.00000, perimeter = 478.53699, major_axis_length = 204.62065, minor_axis_length = 84.80614, eccentricity = 0.91007, convex_area = 13817.00000, extent = 0.67602, type = C
area = 12809.00000, perimeter = 455.14401, major_axis_length = 189.07947, minor_axis_length = 87.20803, eccentricity = 0.88728, convex_area = 13025.00000, extent = 0.59000, 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 = 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 = 16602.00000, perimeter = 528.35303, major_axis_length = 224.41542, minor_axis_length = 95.47276, eccentricity = 0.90499, convex_area = 16900.00000, extent = 0.56548, type = C
area = 12993.00000, perimeter = 466.23901, major_axis_length = 199.03352, minor_axis_length = 83.48304, eccentricity = 0.90778, convex_area = 13230.00000, extent = 0.78664, type = C
area = 14806.00000, perimeter = 497.85599, major_axis_length = 211.13350, minor_axis_length = 90.01241, eccentricity = 0.90457, convex_area = 15114.00000, extent = 0.65121, type = C
area = 12317.00000, perimeter = 432.30099, major_axis_length = 174.63092, minor_axis_length = 90.63893, eccentricity = 0.85476, convex_area = 12506.00000, extent = 0.63802, type = O
area = 17180.00000, perimeter = 547.21503, major_axis_length = 238.43509, minor_axis_length = 93.01495, eccentricity = 0.92077, convex_area = 17517.00000, extent = 0.57221, type = C
area = 11588.00000, perimeter = 428.72800, major_axis_length = 172.88258, minor_axis_length = 86.25784, eccentricity = 0.86664, convex_area = 11777.00000, extent = 0.61006, type = O
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 = 16318.00000, perimeter = 537.44702, major_axis_length = 232.03682, minor_axis_length = 90.71050, eccentricity = 0.92042, convex_area = 16592.00000, extent = 0.59817, type = C
area = 10608.00000, perimeter = 404.69299, major_axis_length = 161.58940, minor_axis_length = 85.35479, eccentricity = 0.84911, convex_area = 10895.00000, extent = 0.70848, type = O
area = 16079.00000, perimeter = 522.75897, major_axis_length = 223.40591, minor_axis_length = 92.64325, eccentricity = 0.90996, convex_area = 16392.00000, extent = 0.64172, type = C
area = 16199.00000, perimeter = 514.15601, major_axis_length = 217.63051, minor_axis_length = 95.51936, eccentricity = 0.89853, convex_area = 16475.00000, extent = 0.70769, type = C
area = 12888.00000, perimeter = 467.19800, major_axis_length = 199.15642, minor_axis_length = 83.28893, eccentricity = 0.90835, convex_area = 13222.00000, extent = 0.72584, type = C
area = 15007.00000, perimeter = 506.57999, major_axis_length = 217.26747, minor_axis_length = 88.55016, eccentricity = 0.91318, convex_area = 15314.00000, extent = 0.73737, type = C
area = 17135.00000, perimeter = 525.93799, major_axis_length = 217.72835, minor_axis_length = 101.15462, eccentricity = 0.88553, convex_area = 17471.00000, extent = 0.59373, type = C
area = 11475.00000, perimeter = 447.48099, major_axis_length = 185.65427, minor_axis_length = 80.18083, eccentricity = 0.90193, convex_area = 11818.00000, extent = 0.75893, type = O
area = 9843.00000, perimeter = 383.11600, major_axis_length = 154.95032, minor_axis_length = 81.35683, eccentricity = 0.85107, convex_area = 10024.00000, extent = 0.70227, type = O
area = 10854.00000, perimeter = 415.28000, major_axis_length = 170.14403, minor_axis_length = 82.00539, eccentricity = 0.87618, convex_area = 11071.00000, extent = 0.62372, type = O
area = 11462.00000, perimeter = 423.23499, major_axis_length = 171.58929, minor_axis_length = 85.72186, eccentricity = 0.86627, convex_area = 11712.00000, extent = 0.69467, type = O
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 = 13501.00000, perimeter = 485.75601, major_axis_length = 205.77101, minor_axis_length = 84.90839, eccentricity = 0.91090, convex_area = 13896.00000, extent = 0.65852, 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 = 10937.00000, perimeter = 411.95801, major_axis_length = 165.00778, minor_axis_length = 85.26155, eccentricity = 0.85616, convex_area = 11135.00000, extent = 0.62497, type = O
area = 13687.00000, perimeter = 481.74500, major_axis_length = 201.17458, minor_axis_length = 87.95718, eccentricity = 0.89936, convex_area = 13979.00000, extent = 0.69832, type = C
area = 11114.00000, perimeter = 413.07901, major_axis_length = 170.09941, minor_axis_length = 84.00699, eccentricity = 0.86954, convex_area = 11293.00000, extent = 0.76040, type = O
area = 16405.00000, perimeter = 526.57001, major_axis_length = 221.61252, minor_axis_length = 95.43671, eccentricity = 0.90252, convex_area = 16837.00000, extent = 0.65889, type = C
area = 11169.00000, perimeter = 431.80099, major_axis_length = 188.45395, minor_axis_length = 75.71424, eccentricity = 0.91574, convex_area = 11332.00000, extent = 0.53865, type = O
area = 15739.00000, perimeter = 525.00098, major_axis_length = 228.24460, minor_axis_length = 88.84927, eccentricity = 0.92112, convex_area = 15978.00000, extent = 0.57324, type = C
area = 7833.00000, perimeter = 373.15701, major_axis_length = 162.51643, minor_axis_length = 63.56500, eccentricity = 0.92034, convex_area = 8015.00000, extent = 0.76975, type = O
area = 12153.00000, perimeter = 451.21100, major_axis_length = 187.76920, minor_axis_length = 83.64883, eccentricity = 0.89529, convex_area = 12497.00000, extent = 0.70649, type = C
area = 11303.00000, perimeter = 426.51001, major_axis_length = 171.10132, minor_axis_length = 85.57962, eccentricity = 0.86593, convex_area = 11623.00000, extent = 0.64848, type = O
area = 13909.00000, perimeter = 488.70801, major_axis_length = 206.35185, minor_axis_length = 86.97563, eccentricity = 0.90683, convex_area = 14362.00000, extent = 0.54334, type = C
area = 10759.00000, perimeter = 401.92700, major_axis_length = 158.93987, minor_axis_length = 87.47952, eccentricity = 0.83491, convex_area = 10955.00000, extent = 0.61922, type = O
area = 15586.00000, perimeter = 505.87701, major_axis_length = 218.57321, minor_axis_length = 91.24372, eccentricity = 0.90870, convex_area = 15814.00000, extent = 0.82378, type = C
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 = 10982.00000, perimeter = 421.41000, major_axis_length = 177.80026, minor_axis_length = 78.93739, eccentricity = 0.89604, convex_area = 11167.00000, extent = 0.59407, type = O
area = 11980.00000, perimeter = 434.62601, major_axis_length = 180.02220, minor_axis_length = 85.45049, eccentricity = 0.88017, convex_area = 12190.00000, extent = 0.61172, type = O
area = 15236.00000, perimeter = 514.79303, major_axis_length = 223.32785, minor_axis_length = 87.76151, eccentricity = 0.91955, convex_area = 15686.00000, extent = 0.65624, type = C
area = 12878.00000, perimeter = 459.60400, major_axis_length = 192.17227, minor_axis_length = 85.95669, eccentricity = 0.89439, convex_area = 13213.00000, extent = 0.57625, type = C
area = 15094.00000, perimeter = 506.50699, major_axis_length = 217.93829, minor_axis_length = 89.09559, eccentricity = 0.91262, convex_area = 15346.00000, extent = 0.66856, 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 = 12459.00000, perimeter = 434.28799, major_axis_length = 175.20125, minor_axis_length = 91.26870, eccentricity = 0.85360, convex_area = 12651.00000, extent = 0.63683, type = O
area = 14136.00000, perimeter = 488.96799, major_axis_length = 203.39066, minor_axis_length = 89.78699, eccentricity = 0.89729, convex_area = 14475.00000, extent = 0.59206, type = C
area = 11542.00000, perimeter = 424.51599, major_axis_length = 171.50450, minor_axis_length = 87.68061, eccentricity = 0.85944, convex_area = 11811.00000, extent = 0.69952, type = O
area = 11816.00000, perimeter = 446.10001, major_axis_length = 187.14316, minor_axis_length = 81.82019, eccentricity = 0.89936, convex_area = 12069.00000, extent = 0.74671, type = O
area = 10877.00000, perimeter = 424.57501, major_axis_length = 175.60689, minor_axis_length = 80.03326, eccentricity = 0.89011, convex_area = 11152.00000, extent = 0.61598, type = O
area = 15115.00000, perimeter = 492.01599, major_axis_length = 200.45363, minor_axis_length = 97.04861, eccentricity = 0.87499, convex_area = 15411.00000, extent = 0.72383, type = O
area = 10114.00000, perimeter = 398.36700, major_axis_length = 161.02005, minor_axis_length = 80.84945, eccentricity = 0.86480, convex_area = 10305.00000, extent = 0.67454, type = O
area = 13919.00000, perimeter = 482.34900, major_axis_length = 204.29425, minor_axis_length = 87.65405, eccentricity = 0.90328, convex_area = 14274.00000, extent = 0.74898, type = C
area = 14011.00000, perimeter = 475.87299, major_axis_length = 197.72864, minor_axis_length = 91.15908, eccentricity = 0.88738, convex_area = 14315.00000, extent = 0.77761, type = C
area = 11906.00000, perimeter = 433.85599, major_axis_length = 174.29979, minor_axis_length = 88.25261, eccentricity = 0.86234, convex_area = 12179.00000, extent = 0.62085, type = O
area = 12032.00000, perimeter = 437.30301, major_axis_length = 176.75156, minor_axis_length = 87.45618, eccentricity = 0.86901, convex_area = 12264.00000, extent = 0.64143, type = O
area = 13665.00000, perimeter = 482.07700, major_axis_length = 208.96404, minor_axis_length = 84.61726, eccentricity = 0.91434, convex_area = 13998.00000, extent = 0.60121, type = C
area = 15056.00000, perimeter = 499.17099, major_axis_length = 202.89360, minor_axis_length = 96.13976, eccentricity = 0.88061, convex_area = 15517.00000, extent = 0.70355, type = C
area = 12683.00000, perimeter = 444.53101, major_axis_length = 176.62497, minor_axis_length = 92.58025, eccentricity = 0.85162, convex_area = 13094.00000, extent = 0.66809, type = O
area = 15136.00000, perimeter = 518.64398, major_axis_length = 221.70911, minor_axis_length = 88.20763, eccentricity = 0.91745, convex_area = 15469.00000, extent = 0.52971, type = C
area = 12556.00000, perimeter = 437.91400, major_axis_length = 180.21121, minor_axis_length = 89.38488, eccentricity = 0.86832, convex_area = 12735.00000, extent = 0.71859, 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 = 12170.00000, perimeter = 441.47699, major_axis_length = 181.88800, minor_axis_length = 86.57874, eccentricity = 0.87945, convex_area = 12373.00000, extent = 0.77255, type = O
area = 13066.00000, perimeter = 458.26199, major_axis_length = 186.34586, minor_axis_length = 90.90146, eccentricity = 0.87295, convex_area = 13315.00000, extent = 0.61481, 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 = 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 = 13699.00000, perimeter = 480.72900, major_axis_length = 197.97092, minor_axis_length = 89.94907, eccentricity = 0.89082, convex_area = 14178.00000, extent = 0.67205, type = C
area = 13479.00000, perimeter = 477.01599, major_axis_length = 200.05305, minor_axis_length = 86.65029, eccentricity = 0.90133, convex_area = 13786.00000, extent = 0.65790, type = C
area = 11550.00000, perimeter = 426.84399, major_axis_length = 173.18565, minor_axis_length = 86.17210, eccentricity = 0.86742, convex_area = 11766.00000, extent = 0.61374, type = O
area = 14500.00000, perimeter = 495.10699, major_axis_length = 214.28784, minor_axis_length = 86.66111, eccentricity = 0.91458, convex_area = 14712.00000, extent = 0.58121, type = C
area = 11350.00000, perimeter = 445.91101, major_axis_length = 187.85492, minor_axis_length = 78.40882, eccentricity = 0.90873, convex_area = 11771.00000, extent = 0.67057, type = O
area = 14729.00000, perimeter = 496.93900, major_axis_length = 209.52042, minor_axis_length = 90.88716, eccentricity = 0.90102, convex_area = 15131.00000, extent = 0.61208, type = C
area = 11438.00000, perimeter = 433.91800, major_axis_length = 178.35156, minor_axis_length = 83.54765, eccentricity = 0.88349, convex_area = 11767.00000, extent = 0.74302, type = O
area = 12148.00000, perimeter = 434.30701, major_axis_length = 177.47769, minor_axis_length = 88.51750, eccentricity = 0.86674, convex_area = 12437.00000, extent = 0.75505, type = O
area = 14034.00000, perimeter = 491.73199, major_axis_length = 205.50511, minor_axis_length = 88.35206, eccentricity = 0.90286, convex_area = 14448.00000, extent = 0.55591, type = C
area = 10519.00000, perimeter = 406.75601, major_axis_length = 169.01904, minor_axis_length = 80.37228, eccentricity = 0.87970, convex_area = 10684.00000, extent = 0.60544, type = O
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area = 14415.00000, perimeter = 488.12201, major_axis_length = 203.59285, minor_axis_length = 91.03473, eccentricity = 0.89446, convex_area = 14758.00000, extent = 0.67410, type = C
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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 = 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 = 15209.00000, perimeter = 517.68799, major_axis_length = 221.25240, minor_axis_length = 89.17512, eccentricity = 0.91518, convex_area = 15653.00000, extent = 0.63530, type = C
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area = 12820.00000, perimeter = 467.35300, major_axis_length = 197.33740, minor_axis_length = 83.97207, eccentricity = 0.90495, convex_area = 13104.00000, extent = 0.55683, type = C
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area = 13523.00000, perimeter = 468.16699, major_axis_length = 195.40154, minor_axis_length = 88.65400, eccentricity = 0.89115, convex_area = 13811.00000, extent = 0.66793, type = C
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 = 14202.00000, perimeter = 485.93799, major_axis_length = 202.61406, minor_axis_length = 90.65028, eccentricity = 0.89433, convex_area = 14640.00000, extent = 0.56177, type = C
area = 13848.00000, perimeter = 492.91000, major_axis_length = 207.01457, minor_axis_length = 86.98444, eccentricity = 0.90744, convex_area = 14383.00000, extent = 0.66879, type = C
area = 9762.00000, perimeter = 397.24899, major_axis_length = 161.86630, minor_axis_length = 78.29550, eccentricity = 0.87523, convex_area = 10126.00000, extent = 0.74862, type = O
area = 13313.00000, perimeter = 470.90701, major_axis_length = 198.21494, minor_axis_length = 86.27213, eccentricity = 0.90031, convex_area = 13560.00000, extent = 0.57697, type = C
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area = 14146.00000, perimeter = 504.35599, major_axis_length = 214.06288, minor_axis_length = 85.74496, eccentricity = 0.91627, convex_area = 14716.00000, extent = 0.62527, type = C
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area = 10943.00000, perimeter = 411.38599, major_axis_length = 171.01793, minor_axis_length = 82.05996, eccentricity = 0.87736, convex_area = 11155.00000, extent = 0.62478, type = O
area = 13567.00000, perimeter = 473.57501, major_axis_length = 195.35312, minor_axis_length = 89.23708, eccentricity = 0.88957, convex_area = 14020.00000, extent = 0.64679, type = C
area = 13431.00000, perimeter = 482.53000, major_axis_length = 212.45061, minor_axis_length = 81.18548, eccentricity = 0.92411, convex_area = 13786.00000, extent = 0.77798, type = C
area = 10491.00000, perimeter = 411.99500, major_axis_length = 174.70581, minor_axis_length = 77.03625, eccentricity = 0.89753, convex_area = 10658.00000, extent = 0.76762, type = O
area = 11511.00000, perimeter = 438.97299, major_axis_length = 182.59438, minor_axis_length = 81.35918, eccentricity = 0.89525, convex_area = 11806.00000, extent = 0.65691, type = O
area = 11665.00000, perimeter = 430.44000, major_axis_length = 172.60129, minor_axis_length = 87.70522, eccentricity = 0.86128, convex_area = 11972.00000, extent = 0.61022, type = O
area = 12172.00000, perimeter = 452.32901, major_axis_length = 193.69254, minor_axis_length = 80.80778, eccentricity = 0.90882, convex_area = 12430.00000, extent = 0.67803, type = C
area = 13520.00000, perimeter = 471.52899, major_axis_length = 195.30615, minor_axis_length = 89.44056, eccentricity = 0.88898, convex_area = 13950.00000, extent = 0.57013, 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 = 11182.00000, perimeter = 429.59500, major_axis_length = 181.43217, minor_axis_length = 79.18195, eccentricity = 0.89974, convex_area = 11389.00000, extent = 0.67976, type = O
area = 12214.00000, perimeter = 444.29199, major_axis_length = 180.87540, minor_axis_length = 87.68394, eccentricity = 0.87464, convex_area = 12525.00000, extent = 0.62585, type = O
area = 11366.00000, perimeter = 431.93600, major_axis_length = 179.07126, minor_axis_length = 81.93755, eccentricity = 0.88917, convex_area = 11737.00000, extent = 0.60635, type = O
area = 11726.00000, perimeter = 450.74500, major_axis_length = 189.09308, minor_axis_length = 80.31675, eccentricity = 0.90531, convex_area = 12061.00000, extent = 0.55626, type = O
area = 11891.00000, perimeter = 430.30099, major_axis_length = 175.01674, minor_axis_length = 87.99029, eccentricity = 0.86443, convex_area = 12170.00000, extent = 0.61039, type = O
area = 11874.00000, perimeter = 433.84399, major_axis_length = 176.61125, minor_axis_length = 87.04949, eccentricity = 0.87009, convex_area = 12138.00000, extent = 0.73441, type = C
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