COSC_4P82_Assignment_1/PartB/90Cross10Mut2El/run_9/regress.prg

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2024-02-16 00:05:14 -05:00
not starting from checkpoint file.
1000 fitness cases:
area = 9520.00000, perimeter = 394.89099, major_axis_length = 161.31520, minor_axis_length = 76.16378, eccentricity = 0.88152, convex_area = 9852.00000, extent = 0.77803, type = O
area = 12375.00000, perimeter = 451.08099, major_axis_length = 185.78116, minor_axis_length = 86.23738, eccentricity = 0.88574, convex_area = 12755.00000, extent = 0.64974, type = C
area = 13125.00000, perimeter = 475.35501, major_axis_length = 198.59845, minor_axis_length = 85.40796, eccentricity = 0.90280, convex_area = 13575.00000, extent = 0.58318, type = C
area = 11842.00000, perimeter = 441.91000, major_axis_length = 187.69878, minor_axis_length = 80.81311, eccentricity = 0.90257, convex_area = 12044.00000, extent = 0.63242, type = O
area = 13658.00000, perimeter = 499.37399, major_axis_length = 206.50974, minor_axis_length = 85.75655, eccentricity = 0.90970, convex_area = 14177.00000, extent = 0.54027, type = C
area = 11787.00000, perimeter = 434.51401, major_axis_length = 181.29047, minor_axis_length = 83.34933, eccentricity = 0.88805, convex_area = 11965.00000, extent = 0.74413, 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 = 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 = 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 = 11480.00000, perimeter = 419.10699, major_axis_length = 170.62241, minor_axis_length = 86.62787, eccentricity = 0.86152, convex_area = 11674.00000, extent = 0.78544, type = O
area = 12326.00000, perimeter = 441.58499, major_axis_length = 179.06638, minor_axis_length = 89.27005, eccentricity = 0.86687, convex_area = 12673.00000, extent = 0.76516, type = O
area = 12711.00000, perimeter = 470.16299, major_axis_length = 196.36380, minor_axis_length = 83.78096, eccentricity = 0.90441, convex_area = 13007.00000, extent = 0.56045, type = C
area = 15320.00000, perimeter = 511.92999, major_axis_length = 218.62315, minor_axis_length = 91.16982, eccentricity = 0.90890, convex_area = 15740.00000, extent = 0.54564, type = C
area = 10831.00000, perimeter = 425.60101, major_axis_length = 182.23546, minor_axis_length = 76.19516, eccentricity = 0.90839, convex_area = 11017.00000, extent = 0.58864, type = O
area = 11907.00000, perimeter = 448.06100, major_axis_length = 188.30240, minor_axis_length = 82.26176, eccentricity = 0.89953, convex_area = 12156.00000, extent = 0.76132, type = O
area = 11068.00000, perimeter = 423.97299, major_axis_length = 172.01558, minor_axis_length = 82.98537, eccentricity = 0.87593, convex_area = 11323.00000, extent = 0.60530, type = O
area = 11960.00000, perimeter = 440.94199, major_axis_length = 182.05344, minor_axis_length = 84.72266, eccentricity = 0.88511, convex_area = 12191.00000, extent = 0.62651, type = O
area = 13282.00000, perimeter = 470.25800, major_axis_length = 199.71138, minor_axis_length = 85.10118, eccentricity = 0.90467, convex_area = 13513.00000, extent = 0.67162, type = C
area = 11652.00000, perimeter = 429.52100, major_axis_length = 172.41205, minor_axis_length = 87.48266, eccentricity = 0.86171, convex_area = 11982.00000, extent = 0.63052, 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 = 13095.00000, perimeter = 449.34601, major_axis_length = 180.78140, minor_axis_length = 92.73416, eccentricity = 0.85841, convex_area = 13294.00000, extent = 0.63723, type = O
area = 11694.00000, perimeter = 432.97699, major_axis_length = 181.48441, minor_axis_length = 82.97145, eccentricity = 0.88937, convex_area = 11893.00000, extent = 0.76391, type = C
area = 11411.00000, perimeter = 429.10101, major_axis_length = 175.35614, minor_axis_length = 83.65203, eccentricity = 0.87888, convex_area = 11636.00000, extent = 0.59806, type = O
area = 12465.00000, perimeter = 445.06699, major_axis_length = 177.52953, minor_axis_length = 91.50624, eccentricity = 0.85692, convex_area = 12882.00000, extent = 0.76117, 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 = 13675.00000, perimeter = 478.60699, major_axis_length = 194.80292, minor_axis_length = 90.32217, eccentricity = 0.88601, convex_area = 14146.00000, extent = 0.58142, 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 = 14734.00000, perimeter = 507.28400, major_axis_length = 217.82445, minor_axis_length = 86.65876, eccentricity = 0.91746, convex_area = 15039.00000, extent = 0.68137, type = C
area = 11679.00000, perimeter = 439.18600, major_axis_length = 181.42677, minor_axis_length = 83.52566, eccentricity = 0.88772, convex_area = 11949.00000, extent = 0.56749, type = O
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 = 15118.00000, perimeter = 514.96698, major_axis_length = 224.18660, minor_axis_length = 87.69224, eccentricity = 0.92032, convex_area = 15454.00000, extent = 0.65412, type = C
area = 12609.00000, perimeter = 475.35999, major_axis_length = 202.75441, minor_axis_length = 81.27372, eccentricity = 0.91614, convex_area = 13210.00000, extent = 0.70694, type = C
area = 10228.00000, perimeter = 403.89099, major_axis_length = 164.95042, minor_axis_length = 79.70547, eccentricity = 0.87551, convex_area = 10475.00000, extent = 0.64977, type = O
area = 13751.00000, perimeter = 451.94101, major_axis_length = 175.41118, minor_axis_length = 101.14427, eccentricity = 0.81702, convex_area = 14063.00000, extent = 0.75701, type = O
area = 12465.00000, perimeter = 462.61600, major_axis_length = 196.44574, minor_axis_length = 82.09127, eccentricity = 0.90850, convex_area = 12794.00000, extent = 0.73014, type = C
area = 11973.00000, perimeter = 438.14801, major_axis_length = 178.08878, minor_axis_length = 87.27425, eccentricity = 0.87169, convex_area = 12367.00000, extent = 0.62712, type = O
area = 13831.00000, perimeter = 483.61600, major_axis_length = 202.87578, minor_axis_length = 88.29086, eccentricity = 0.90034, convex_area = 14270.00000, extent = 0.59107, type = C
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
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 = 11733.00000, perimeter = 436.26001, major_axis_length = 182.88922, minor_axis_length = 82.62609, eccentricity = 0.89213, convex_area = 11955.00000, extent = 0.68662, type = C
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 = 13337.00000, perimeter = 471.84698, major_axis_length = 199.14467, minor_axis_length = 86.46564, eccentricity = 0.90082, convex_area = 13686.00000, extent = 0.66446, type = C
area = 12198.00000, perimeter = 440.20099, major_axis_length = 180.95660, minor_axis_length = 86.97328, eccentricity = 0.87692, convex_area = 12412.00000, extent = 0.60030, type = O
area = 14295.00000, perimeter = 484.22699, major_axis_length = 202.77057, minor_axis_length = 91.39712, eccentricity = 0.89265, convex_area = 14528.00000, extent = 0.55182, type = C
area = 15806.00000, perimeter = 513.84497, major_axis_length = 221.19238, minor_axis_length = 91.62951, eccentricity = 0.91016, convex_area = 16043.00000, extent = 0.57487, type = C
area = 11944.00000, perimeter = 434.92401, major_axis_length = 182.87396, minor_axis_length = 83.63844, eccentricity = 0.88928, convex_area = 12090.00000, extent = 0.61720, type = O
area = 16413.00000, perimeter = 510.10999, major_axis_length = 210.55511, minor_axis_length = 100.12189, eccentricity = 0.87971, convex_area = 16665.00000, extent = 0.59989, type = C
area = 13218.00000, perimeter = 454.99799, major_axis_length = 182.57840, minor_axis_length = 93.23714, eccentricity = 0.85978, convex_area = 13459.00000, extent = 0.73331, type = O
area = 12318.00000, perimeter = 442.58701, major_axis_length = 189.56444, minor_axis_length = 83.20393, eccentricity = 0.89853, convex_area = 12495.00000, extent = 0.65175, type = O
area = 12282.00000, perimeter = 430.76099, major_axis_length = 173.74225, minor_axis_length = 90.91860, eccentricity = 0.85215, convex_area = 12484.00000, extent = 0.66439, type = O
area = 15607.00000, perimeter = 505.90302, major_axis_length = 208.01102, minor_axis_length = 96.88904, eccentricity = 0.88490, convex_area = 16030.00000, extent = 0.72500, type = C
area = 11166.00000, perimeter = 414.89001, major_axis_length = 165.73878, minor_axis_length = 87.03056, eccentricity = 0.85104, convex_area = 11478.00000, extent = 0.67095, type = O
area = 11711.00000, perimeter = 447.00400, major_axis_length = 190.94492, minor_axis_length = 79.28987, eccentricity = 0.90971, convex_area = 11904.00000, extent = 0.59146, type = O
area = 11815.00000, perimeter = 430.10699, major_axis_length = 177.79692, minor_axis_length = 85.67855, eccentricity = 0.87623, convex_area = 11993.00000, extent = 0.70617, type = O
area = 15540.00000, perimeter = 516.31598, major_axis_length = 217.38722, minor_axis_length = 92.47346, eccentricity = 0.90501, convex_area = 16084.00000, extent = 0.63248, type = C
area = 12759.00000, perimeter = 463.64099, major_axis_length = 200.95746, minor_axis_length = 81.20908, eccentricity = 0.91471, convex_area = 12993.00000, extent = 0.77894, type = C
area = 10805.00000, perimeter = 410.44501, major_axis_length = 164.70444, minor_axis_length = 84.79468, eccentricity = 0.85729, convex_area = 11050.00000, extent = 0.58497, type = O
area = 12159.00000, perimeter = 437.82300, major_axis_length = 177.58453, minor_axis_length = 88.58030, eccentricity = 0.86671, convex_area = 12377.00000, extent = 0.67014, type = O
area = 11394.00000, perimeter = 416.16299, major_axis_length = 167.26898, minor_axis_length = 88.10797, eccentricity = 0.85002, convex_area = 11543.00000, extent = 0.78422, type = O
area = 15135.00000, perimeter = 506.43500, major_axis_length = 208.72266, minor_axis_length = 93.81931, eccentricity = 0.89328, convex_area = 15656.00000, extent = 0.57451, type = C
area = 11657.00000, perimeter = 432.56500, major_axis_length = 177.71994, minor_axis_length = 84.21097, eccentricity = 0.88061, convex_area = 11946.00000, extent = 0.60786, type = O
area = 12876.00000, perimeter = 445.76300, major_axis_length = 177.98282, minor_axis_length = 93.84100, eccentricity = 0.84971, convex_area = 13200.00000, extent = 0.72993, type = O
area = 15341.00000, perimeter = 504.46301, major_axis_length = 210.87219, minor_axis_length = 93.98658, eccentricity = 0.89518, convex_area = 15628.00000, extent = 0.76897, type = C
area = 12494.00000, perimeter = 437.21899, major_axis_length = 179.28008, minor_axis_length = 89.50730, eccentricity = 0.86645, convex_area = 12729.00000, extent = 0.70524, 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 = 14836.00000, perimeter = 495.10501, major_axis_length = 208.59528, minor_axis_length = 91.39000, eccentricity = 0.89892, convex_area = 15164.00000, extent = 0.60055, type = C
area = 11513.00000, perimeter = 438.62500, major_axis_length = 189.72221, minor_axis_length = 77.68551, eccentricity = 0.91232, convex_area = 11736.00000, extent = 0.68424, type = C
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 = 16094.00000, perimeter = 509.97900, major_axis_length = 215.54759, minor_axis_length = 95.61666, eccentricity = 0.89623, convex_area = 16403.00000, extent = 0.75879, type = C
area = 11139.00000, perimeter = 419.44800, major_axis_length = 172.12558, minor_axis_length = 83.78207, eccentricity = 0.87354, convex_area = 11442.00000, extent = 0.62890, type = O
area = 14105.00000, perimeter = 496.22800, major_axis_length = 209.27542, minor_axis_length = 86.94195, eccentricity = 0.90962, convex_area = 14567.00000, extent = 0.60371, type = C
area = 12723.00000, perimeter = 465.94199, major_axis_length = 197.75232, minor_axis_length = 83.90300, eccentricity = 0.90553, convex_area = 12974.00000, extent = 0.68315, type = C
area = 8968.00000, perimeter = 390.49100, major_axis_length = 166.47694, minor_axis_length = 69.36821, eccentricity = 0.90905, convex_area = 9150.00000, extent = 0.78971, type = O
area = 14806.00000, perimeter = 498.63199, major_axis_length = 214.38994, minor_axis_length = 88.97662, eccentricity = 0.90981, convex_area = 15078.00000, extent = 0.78339, type = C
area = 12115.00000, perimeter = 449.19800, major_axis_length = 187.59158, minor_axis_length = 83.37024, eccentricity = 0.89582, convex_area = 12440.00000, extent = 0.56686, type = O
area = 9236.00000, perimeter = 394.34100, major_axis_length = 160.92889, minor_axis_length = 74.24968, eccentricity = 0.88720, convex_area = 9465.00000, extent = 0.57739, 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 = 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 = 16155.00000, perimeter = 515.28003, major_axis_length = 217.60548, minor_axis_length = 95.48460, eccentricity = 0.89859, convex_area = 16418.00000, extent = 0.58332, type = C
area = 13518.00000, perimeter = 451.16299, major_axis_length = 185.55759, minor_axis_length = 93.29591, eccentricity = 0.86441, convex_area = 13741.00000, extent = 0.78184, type = O
area = 16582.00000, perimeter = 532.35797, major_axis_length = 223.35884, minor_axis_length = 95.74972, eccentricity = 0.90346, convex_area = 17089.00000, extent = 0.71431, type = C
area = 14824.00000, perimeter = 499.07501, major_axis_length = 212.48642, minor_axis_length = 89.89487, eccentricity = 0.90610, convex_area = 15141.00000, extent = 0.57920, type = C
area = 12354.00000, perimeter = 453.09000, major_axis_length = 192.00674, minor_axis_length = 82.87370, eccentricity = 0.90206, convex_area = 12602.00000, extent = 0.65762, type = O
area = 12994.00000, perimeter = 457.19000, major_axis_length = 187.33479, minor_axis_length = 89.40963, eccentricity = 0.87876, convex_area = 13335.00000, extent = 0.76359, type = O
area = 16022.00000, perimeter = 524.87299, major_axis_length = 221.52705, minor_axis_length = 93.63528, eccentricity = 0.90628, convex_area = 16545.00000, extent = 0.54224, type = C
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 = 12120.00000, perimeter = 439.71399, major_axis_length = 181.69794, minor_axis_length = 85.99254, eccentricity = 0.88092, convex_area = 12335.00000, extent = 0.60254, type = O
area = 12861.00000, perimeter = 455.86600, major_axis_length = 191.82275, minor_axis_length = 86.29829, eccentricity = 0.89309, convex_area = 13058.00000, extent = 0.58672, type = C
area = 11011.00000, perimeter = 414.30200, major_axis_length = 170.34660, minor_axis_length = 83.25295, eccentricity = 0.87244, convex_area = 11188.00000, extent = 0.72099, type = O
area = 11686.00000, perimeter = 441.18399, major_axis_length = 180.69609, minor_axis_length = 83.45304, eccentricity = 0.88696, convex_area = 12023.00000, extent = 0.57709, 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 = 12500.00000, perimeter = 444.84500, major_axis_length = 182.47980, minor_axis_length = 88.28197, eccentricity = 0.87518, convex_area = 12734.00000, extent = 0.66902, type = O
area = 13681.00000, perimeter = 485.41299, major_axis_length = 205.00644, minor_axis_length = 86.48767, eccentricity = 0.90665, convex_area = 14146.00000, extent = 0.55989, type = C
area = 15926.00000, perimeter = 522.73999, major_axis_length = 225.73605, minor_axis_length = 91.05709, eccentricity = 0.91503, convex_area = 16240.00000, extent = 0.77977, 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 = 13902.00000, perimeter = 479.23199, major_axis_length = 201.11488, minor_axis_length = 89.12859, eccentricity = 0.89644, convex_area = 14202.00000, extent = 0.69870, type = C
area = 14421.00000, perimeter = 507.80499, major_axis_length = 213.88568, minor_axis_length = 86.87624, eccentricity = 0.91379, convex_area = 14881.00000, extent = 0.65094, type = C
area = 13567.00000, perimeter = 475.17099, major_axis_length = 197.29468, minor_axis_length = 88.91294, eccentricity = 0.89270, convex_area = 13940.00000, extent = 0.63770, type = C
area = 12256.00000, perimeter = 453.46500, major_axis_length = 189.97113, minor_axis_length = 83.10529, eccentricity = 0.89924, convex_area = 12565.00000, extent = 0.58362, type = C
area = 10293.00000, perimeter = 413.28699, major_axis_length = 171.63895, minor_axis_length = 77.05096, eccentricity = 0.89358, convex_area = 10560.00000, extent = 0.58938, type = O
area = 9369.00000, perimeter = 396.76001, major_axis_length = 164.61722, minor_axis_length = 73.85871, eccentricity = 0.89370, convex_area = 9592.00000, extent = 0.65280, type = O
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 = 13621.00000, perimeter = 478.75299, major_axis_length = 200.04332, minor_axis_length = 88.05669, eccentricity = 0.89791, convex_area = 14068.00000, extent = 0.62459, type = C
area = 15196.00000, perimeter = 501.30301, major_axis_length = 212.32976, minor_axis_length = 92.00545, eccentricity = 0.90124, convex_area = 15463.00000, extent = 0.76841, 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
area = 17425.00000, perimeter = 541.80298, major_axis_length = 232.05756, minor_axis_length = 96.44174, eccentricity = 0.90955, convex_area = 17758.00000, extent = 0.70396, type = C
area = 11875.00000, perimeter = 429.94901, major_axis_length = 173.69348, minor_axis_length = 88.04171, eccentricity = 0.86202, convex_area = 12128.00000, extent = 0.78445, type = O
area = 14085.00000, perimeter = 489.45499, major_axis_length = 200.52655, minor_axis_length = 91.23563, eccentricity = 0.89050, convex_area = 14670.00000, extent = 0.62717, type = C
area = 10509.00000, perimeter = 405.05701, major_axis_length = 166.50410, minor_axis_length = 81.15012, eccentricity = 0.87319, convex_area = 10722.00000, extent = 0.67443, 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 = 15583.00000, perimeter = 510.69101, major_axis_length = 217.35155, minor_axis_length = 92.12090, eccentricity = 0.90574, convex_area = 15826.00000, extent = 0.68696, type = C
area = 14471.00000, perimeter = 503.67401, major_axis_length = 207.92873, minor_axis_length = 90.16022, eccentricity = 0.90110, convex_area = 14894.00000, extent = 0.55495, type = C
area = 10796.00000, perimeter = 416.25900, major_axis_length = 168.60120, minor_axis_length = 82.71273, eccentricity = 0.87139, convex_area = 10985.00000, extent = 0.59818, 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 = 13862.00000, perimeter = 482.21399, major_axis_length = 199.17963, minor_axis_length = 89.91952, eccentricity = 0.89230, convex_area = 14218.00000, extent = 0.57590, type = C
area = 10604.00000, perimeter = 425.92599, major_axis_length = 179.15118, minor_axis_length = 76.35169, eccentricity = 0.90464, convex_area = 10830.00000, extent = 0.57490, type = C
area = 13103.00000, perimeter = 456.78601, major_axis_length = 184.17467, minor_axis_length = 91.96735, eccentricity = 0.86640, convex_area = 13401.00000, extent = 0.76163, type = O
area = 11580.00000, perimeter = 428.70901, major_axis_length = 173.48808, minor_axis_length = 86.63918, eccentricity = 0.86637, convex_area = 11921.00000, extent = 0.74777, type = O
area = 12879.00000, perimeter = 476.57700, major_axis_length = 203.16597, minor_axis_length = 81.26083, eccentricity = 0.91653, convex_area = 13105.00000, extent = 0.66039, type = C
area = 11659.00000, perimeter = 442.33801, major_axis_length = 186.14996, minor_axis_length = 81.04517, eccentricity = 0.90025, convex_area = 11974.00000, extent = 0.68907, type = O
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
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