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COSC-4P82-Final-Project/build/run_2/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
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 = 16593.00000, perimeter = 524.83801, major_axis_length = 218.10382, minor_axis_length = 97.85260, eccentricity = 0.89371, convex_area = 16814.00000, extent = 0.59329, type = C
area = 12149.00000, perimeter = 455.56201, major_axis_length = 191.44572, minor_axis_length = 82.05867, eccentricity = 0.90348, convex_area = 12510.00000, extent = 0.71423, type = C
area = 10502.00000, perimeter = 402.83401, major_axis_length = 162.62514, minor_axis_length = 83.31460, eccentricity = 0.85880, convex_area = 10798.00000, extent = 0.63920, type = O
area = 14713.00000, perimeter = 493.21201, major_axis_length = 206.91612, minor_axis_length = 91.64847, eccentricity = 0.89656, convex_area = 15162.00000, extent = 0.59403, type = C
area = 10182.00000, perimeter = 404.84900, major_axis_length = 168.11896, minor_axis_length = 77.88881, eccentricity = 0.88620, convex_area = 10369.00000, extent = 0.79274, type = O
area = 11255.00000, perimeter = 442.61801, major_axis_length = 189.49684, minor_axis_length = 76.36518, eccentricity = 0.91520, convex_area = 11500.00000, extent = 0.77535, type = O
area = 14017.00000, perimeter = 474.31000, major_axis_length = 198.33673, minor_axis_length = 90.86869, eccentricity = 0.88887, convex_area = 14320.00000, extent = 0.76055, type = C
area = 9251.00000, perimeter = 375.60901, major_axis_length = 151.82417, minor_axis_length = 79.25947, eccentricity = 0.85292, convex_area = 9431.00000, extent = 0.62787, type = O
area = 15035.00000, perimeter = 506.15201, major_axis_length = 216.93530, minor_axis_length = 89.38924, eccentricity = 0.91116, convex_area = 15432.00000, extent = 0.60930, type = C
area = 14476.00000, perimeter = 489.23801, major_axis_length = 203.85884, minor_axis_length = 91.66153, eccentricity = 0.89321, convex_area = 14807.00000, extent = 0.67985, type = C
area = 11451.00000, perimeter = 426.24701, major_axis_length = 176.12180, minor_axis_length = 84.35532, eccentricity = 0.87784, convex_area = 11666.00000, extent = 0.60848, type = O
area = 12356.00000, perimeter = 427.89801, major_axis_length = 173.02116, minor_axis_length = 91.67184, eccentricity = 0.84810, convex_area = 12524.00000, extent = 0.79871, type = O
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 = 12397.00000, perimeter = 433.35199, major_axis_length = 171.60930, minor_axis_length = 92.98810, eccentricity = 0.84047, convex_area = 12631.00000, extent = 0.63477, type = O
area = 13181.00000, perimeter = 470.38901, major_axis_length = 199.47208, minor_axis_length = 84.90553, eccentricity = 0.90489, convex_area = 13429.00000, extent = 0.73436, 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 = 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 = 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
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 = 14522.00000, perimeter = 499.82501, major_axis_length = 217.67436, minor_axis_length = 85.68789, eccentricity = 0.91926, convex_area = 14719.00000, extent = 0.53194, type = C
area = 12503.00000, perimeter = 449.59900, major_axis_length = 184.01433, minor_axis_length = 88.25850, eccentricity = 0.87747, convex_area = 12803.00000, extent = 0.78163, 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 = 10534.00000, perimeter = 423.62100, major_axis_length = 176.34372, minor_axis_length = 77.70800, eccentricity = 0.89767, convex_area = 10826.00000, extent = 0.80424, 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 = 13274.00000, perimeter = 471.05399, major_axis_length = 197.61220, minor_axis_length = 86.34554, eccentricity = 0.89949, convex_area = 13615.00000, extent = 0.62378, type = C
area = 11584.00000, perimeter = 431.35800, major_axis_length = 170.82942, minor_axis_length = 87.87009, eccentricity = 0.85757, convex_area = 11897.00000, extent = 0.61356, type = O
area = 15815.00000, perimeter = 504.22400, major_axis_length = 214.65469, minor_axis_length = 94.98798, eccentricity = 0.89676, convex_area = 16059.00000, extent = 0.80978, type = C
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 = 11377.00000, perimeter = 456.45401, major_axis_length = 200.84261, minor_axis_length = 72.35117, eccentricity = 0.93286, convex_area = 11573.00000, extent = 0.75225, type = C
area = 13325.00000, perimeter = 468.35001, major_axis_length = 188.90274, minor_axis_length = 90.83171, eccentricity = 0.87681, convex_area = 13643.00000, extent = 0.61264, type = O
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 = 10640.00000, perimeter = 411.88000, major_axis_length = 169.39047, minor_axis_length = 81.02848, eccentricity = 0.87817, convex_area = 10901.00000, extent = 0.66087, type = O
area = 13010.00000, perimeter = 450.56100, major_axis_length = 186.14745, minor_axis_length = 90.26014, eccentricity = 0.87458, convex_area = 13184.00000, extent = 0.63337, type = O
area = 13142.00000, perimeter = 464.65100, major_axis_length = 194.74500, minor_axis_length = 86.58730, eccentricity = 0.89572, convex_area = 13406.00000, extent = 0.66133, type = C
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 = 15710.00000, perimeter = 517.07001, major_axis_length = 214.75021, minor_axis_length = 95.24736, eccentricity = 0.89626, convex_area = 16259.00000, extent = 0.60760, type = C
area = 13115.00000, perimeter = 461.03601, major_axis_length = 195.01874, minor_axis_length = 86.78284, eccentricity = 0.89553, convex_area = 13381.00000, extent = 0.73846, type = C
area = 12642.00000, perimeter = 462.80899, major_axis_length = 198.40471, minor_axis_length = 81.74517, eccentricity = 0.91118, convex_area = 12878.00000, extent = 0.60598, type = O
area = 10669.00000, perimeter = 403.67499, major_axis_length = 164.54738, minor_axis_length = 83.43629, eccentricity = 0.86191, convex_area = 10885.00000, extent = 0.71384, type = O
area = 12386.00000, perimeter = 467.85001, major_axis_length = 201.90131, minor_axis_length = 79.30883, eccentricity = 0.91962, convex_area = 12679.00000, extent = 0.79184, type = C
area = 13258.00000, perimeter = 476.09100, major_axis_length = 195.30478, minor_axis_length = 88.26482, eccentricity = 0.89205, convex_area = 13583.00000, extent = 0.57543, type = O
area = 13029.00000, perimeter = 466.88699, major_axis_length = 197.72624, minor_axis_length = 84.60393, eccentricity = 0.90383, convex_area = 13300.00000, extent = 0.61006, type = C
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 = 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 = 12020.00000, perimeter = 425.73401, major_axis_length = 175.54869, minor_axis_length = 87.59830, eccentricity = 0.86660, convex_area = 12176.00000, extent = 0.64686, type = O
area = 12308.00000, perimeter = 451.60901, major_axis_length = 193.26753, minor_axis_length = 81.65989, eccentricity = 0.90635, convex_area = 12488.00000, extent = 0.72404, type = C
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 = 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 = 12865.00000, perimeter = 460.66599, major_axis_length = 193.34824, minor_axis_length = 85.72440, eccentricity = 0.89634, convex_area = 13120.00000, extent = 0.63456, type = C
area = 15055.00000, perimeter = 508.27600, major_axis_length = 218.97652, minor_axis_length = 88.49115, eccentricity = 0.91471, convex_area = 15361.00000, extent = 0.68622, type = C
area = 13049.00000, perimeter = 469.53799, major_axis_length = 196.46617, minor_axis_length = 85.99484, eccentricity = 0.89912, convex_area = 13409.00000, extent = 0.72700, 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 = 14362.00000, perimeter = 479.93100, major_axis_length = 202.70265, minor_axis_length = 90.70675, eccentricity = 0.89429, convex_area = 14606.00000, extent = 0.59147, 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 = 9117.00000, perimeter = 393.83801, major_axis_length = 167.61137, minor_axis_length = 69.95189, eccentricity = 0.90875, convex_area = 9333.00000, extent = 0.54027, type = O
area = 14753.00000, perimeter = 494.85199, major_axis_length = 212.10301, minor_axis_length = 89.36530, eccentricity = 0.90691, convex_area = 15051.00000, extent = 0.81689, type = C
area = 15522.00000, perimeter = 507.24200, major_axis_length = 213.68193, minor_axis_length = 94.90154, eccentricity = 0.89596, convex_area = 15782.00000, extent = 0.77890, type = C
area = 13277.00000, perimeter = 463.96799, major_axis_length = 193.06090, minor_axis_length = 88.17571, eccentricity = 0.88961, convex_area = 13454.00000, extent = 0.61016, type = C
area = 14746.00000, perimeter = 504.31400, major_axis_length = 220.34344, minor_axis_length = 85.93158, eccentricity = 0.92082, convex_area = 14995.00000, extent = 0.79751, type = C
area = 14161.00000, perimeter = 488.68701, major_axis_length = 206.50746, minor_axis_length = 87.96767, eccentricity = 0.90473, convex_area = 14428.00000, extent = 0.59395, type = C
area = 11455.00000, perimeter = 405.61899, major_axis_length = 159.57027, minor_axis_length = 92.32996, eccentricity = 0.81560, convex_area = 11639.00000, extent = 0.77619, type = O
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 = 10982.00000, perimeter = 411.57401, major_axis_length = 164.91136, minor_axis_length = 86.45071, eccentricity = 0.85158, convex_area = 11289.00000, extent = 0.70379, type = O
area = 16011.00000, perimeter = 525.06897, major_axis_length = 222.94646, minor_axis_length = 92.38245, eccentricity = 0.91011, convex_area = 16298.00000, extent = 0.55663, type = C
area = 12466.00000, perimeter = 453.44699, major_axis_length = 185.61612, minor_axis_length = 86.58857, eccentricity = 0.88453, convex_area = 12706.00000, extent = 0.60199, type = O
area = 11074.00000, perimeter = 421.30701, major_axis_length = 173.05132, minor_axis_length = 82.40327, eccentricity = 0.87935, convex_area = 11326.00000, extent = 0.70459, type = O
area = 11740.00000, perimeter = 440.56400, major_axis_length = 181.20369, minor_axis_length = 83.45518, eccentricity = 0.88763, convex_area = 12030.00000, extent = 0.57901, 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 = 14060.00000, perimeter = 496.03500, major_axis_length = 211.37552, minor_axis_length = 85.93526, eccentricity = 0.91363, convex_area = 14448.00000, extent = 0.67260, 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 = 11490.00000, perimeter = 424.56201, major_axis_length = 172.40646, minor_axis_length = 85.88820, eccentricity = 0.86708, convex_area = 11733.00000, extent = 0.61427, type = O
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area = 12605.00000, perimeter = 447.66101, major_axis_length = 183.50119, minor_axis_length = 88.51619, eccentricity = 0.87597, convex_area = 12859.00000, extent = 0.59576, 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 = 14892.00000, perimeter = 503.33899, major_axis_length = 209.62090, minor_axis_length = 91.80297, eccentricity = 0.89900, convex_area = 15338.00000, extent = 0.65566, type = C
area = 15833.00000, perimeter = 530.33502, major_axis_length = 225.22339, minor_axis_length = 91.51106, eccentricity = 0.91373, convex_area = 16337.00000, extent = 0.58641, type = C
area = 14295.00000, perimeter = 489.21500, major_axis_length = 203.30190, minor_axis_length = 90.60995, eccentricity = 0.89519, convex_area = 14660.00000, extent = 0.60670, type = C
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 = 14390.00000, perimeter = 497.91901, major_axis_length = 216.37560, minor_axis_length = 85.19570, eccentricity = 0.91922, convex_area = 14586.00000, extent = 0.53790, type = C
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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 = 10150.00000, perimeter = 405.35599, major_axis_length = 169.09583, minor_axis_length = 76.93233, eccentricity = 0.89051, convex_area = 10358.00000, extent = 0.63604, type = O
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
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area = 11363.00000, perimeter = 423.26599, major_axis_length = 175.87416, minor_axis_length = 83.84263, eccentricity = 0.87906, convex_area = 11548.00000, extent = 0.79135, type = O
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area = 11952.00000, perimeter = 443.49100, major_axis_length = 181.76826, minor_axis_length = 85.32751, eccentricity = 0.88297, convex_area = 12224.00000, extent = 0.59013, type = O
area = 9732.00000, perimeter = 395.62399, major_axis_length = 166.25105, minor_axis_length = 75.57278, eccentricity = 0.89071, convex_area = 9887.00000, extent = 0.58655, type = O
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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 = 15269.00000, perimeter = 519.76599, major_axis_length = 222.41956, minor_axis_length = 88.28183, eccentricity = 0.91786, convex_area = 15620.00000, extent = 0.56575, type = C
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area = 15143.00000, perimeter = 504.14001, major_axis_length = 207.73418, minor_axis_length = 94.14838, eccentricity = 0.89140, convex_area = 15628.00000, extent = 0.57133, type = C
area = 13337.00000, perimeter = 468.62100, major_axis_length = 196.77119, minor_axis_length = 87.31041, eccentricity = 0.89617, convex_area = 13598.00000, extent = 0.69442, type = C
area = 15168.00000, perimeter = 504.98001, major_axis_length = 212.82603, minor_axis_length = 91.61982, eccentricity = 0.90259, convex_area = 15432.00000, extent = 0.58365, type = C
area = 12099.00000, perimeter = 427.17899, major_axis_length = 170.91980, minor_axis_length = 91.33012, eccentricity = 0.84527, convex_area = 12326.00000, extent = 0.78616, type = O
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area = 13245.00000, perimeter = 476.13699, major_axis_length = 204.94440, minor_axis_length = 83.15825, eccentricity = 0.91398, convex_area = 13536.00000, extent = 0.79963, 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 = 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
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area = 9428.00000, perimeter = 398.92001, major_axis_length = 164.84538, minor_axis_length = 74.65759, eccentricity = 0.89156, convex_area = 9760.00000, extent = 0.67672, type = O
area = 14155.00000, perimeter = 480.52200, major_axis_length = 200.54674, minor_axis_length = 91.05968, eccentricity = 0.89097, convex_area = 14462.00000, extent = 0.72219, type = C
area = 11337.00000, perimeter = 433.97800, major_axis_length = 184.34811, minor_axis_length = 78.86770, eccentricity = 0.90386, convex_area = 11506.00000, extent = 0.65661, type = O
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 = 12692.00000, perimeter = 456.79300, major_axis_length = 181.23282, minor_axis_length = 91.12804, eccentricity = 0.86439, convex_area = 13147.00000, extent = 0.78355, type = O
area = 10733.00000, perimeter = 402.41901, major_axis_length = 166.23431, minor_axis_length = 82.70548, eccentricity = 0.86745, convex_area = 10876.00000, extent = 0.70612, 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
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area = 11458.00000, perimeter = 437.44101, major_axis_length = 178.60359, minor_axis_length = 83.98285, eccentricity = 0.88255, convex_area = 11732.00000, extent = 0.76204, type = O
area = 12663.00000, perimeter = 468.22400, major_axis_length = 199.69749, minor_axis_length = 81.61620, eccentricity = 0.91267, convex_area = 12979.00000, extent = 0.62339, type = C
area = 13818.00000, perimeter = 467.89600, major_axis_length = 189.28476, minor_axis_length = 94.47993, eccentricity = 0.86652, convex_area = 14142.00000, extent = 0.61745, type = O
area = 13468.00000, perimeter = 475.39801, major_axis_length = 199.75359, minor_axis_length = 87.04467, eccentricity = 0.90006, convex_area = 13817.00000, extent = 0.57007, type = C
area = 14837.00000, perimeter = 499.83200, major_axis_length = 210.06725, minor_axis_length = 91.26865, eccentricity = 0.90068, convex_area = 15263.00000, extent = 0.68010, type = C
area = 14294.00000, perimeter = 484.19400, major_axis_length = 205.12840, minor_axis_length = 89.00131, eccentricity = 0.90097, convex_area = 14542.00000, extent = 0.70445, type = C
area = 10458.00000, perimeter = 396.09201, major_axis_length = 161.55185, minor_axis_length = 83.17004, eccentricity = 0.85730, convex_area = 10642.00000, extent = 0.69558, type = O
area = 12324.00000, perimeter = 449.15201, major_axis_length = 190.39249, minor_axis_length = 83.20514, eccentricity = 0.89945, convex_area = 12595.00000, extent = 0.76713, type = C
area = 12906.00000, perimeter = 449.79099, major_axis_length = 180.67589, minor_axis_length = 92.46822, eccentricity = 0.85911, convex_area = 13278.00000, extent = 0.63592, type = O
area = 11708.00000, perimeter = 433.66501, major_axis_length = 184.30309, minor_axis_length = 81.25191, eccentricity = 0.89758, convex_area = 11888.00000, extent = 0.61170, 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 = 13858.00000, perimeter = 475.95700, major_axis_length = 205.87390, minor_axis_length = 86.04459, eccentricity = 0.90847, convex_area = 14042.00000, extent = 0.65122, type = C
area = 10584.00000, perimeter = 437.04800, major_axis_length = 188.44142, minor_axis_length = 72.54809, eccentricity = 0.92292, convex_area = 10936.00000, extent = 0.55805, type = O
area = 10655.00000, perimeter = 417.97400, major_axis_length = 177.50758, minor_axis_length = 77.15759, eccentricity = 0.90059, convex_area = 10822.00000, extent = 0.73356, type = O
area = 16053.00000, perimeter = 523.84003, major_axis_length = 220.91377, minor_axis_length = 93.89168, eccentricity = 0.90519, convex_area = 16496.00000, extent = 0.74797, type = C
area = 10919.00000, perimeter = 428.34900, major_axis_length = 179.68311, minor_axis_length = 77.92034, eccentricity = 0.90108, convex_area = 11143.00000, extent = 0.59582, type = O
area = 15123.00000, perimeter = 518.25800, major_axis_length = 226.38144, minor_axis_length = 85.84078, eccentricity = 0.92532, convex_area = 15378.00000, extent = 0.63692, 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 = 13634.00000, perimeter = 491.17999, major_axis_length = 209.13353, minor_axis_length = 83.73373, eccentricity = 0.91635, convex_area = 14075.00000, extent = 0.78791, type = C
area = 12344.00000, perimeter = 442.70200, major_axis_length = 179.73578, minor_axis_length = 88.92992, eccentricity = 0.86902, convex_area = 12609.00000, extent = 0.71897, type = O
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