COSC-4P82-Final-Project/build/run_1/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 11227.00000, perimeter = 427.81100, major_axis_length = 179.55544, minor_axis_length = 80.32018, eccentricity = 0.89437, convex_area = 11430.00000, extent = 0.59270, type = O
area = 11644.00000, perimeter = 444.63101, major_axis_length = 186.58461, minor_axis_length = 80.90866, eccentricity = 0.90109, convex_area = 11850.00000, extent = 0.60696, type = O
area = 13132.00000, perimeter = 480.01901, major_axis_length = 199.25293, minor_axis_length = 85.41972, eccentricity = 0.90345, convex_area = 13594.00000, extent = 0.58091, type = C
area = 15087.00000, perimeter = 510.60501, major_axis_length = 218.17435, minor_axis_length = 89.15250, eccentricity = 0.91270, convex_area = 15506.00000, extent = 0.54950, 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
area = 10798.00000, perimeter = 412.01300, major_axis_length = 169.99113, minor_axis_length = 81.77663, eccentricity = 0.87669, convex_area = 11000.00000, extent = 0.64884, 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 = 14938.00000, perimeter = 502.68701, major_axis_length = 209.64473, minor_axis_length = 92.03596, eccentricity = 0.89848, convex_area = 15331.00000, extent = 0.63520, 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 = 10312.00000, perimeter = 398.79501, major_axis_length = 163.54231, minor_axis_length = 80.67045, eccentricity = 0.86988, convex_area = 10507.00000, extent = 0.80575, type = O
area = 13893.00000, perimeter = 474.13400, major_axis_length = 200.73592, minor_axis_length = 89.16997, eccentricity = 0.89592, convex_area = 14123.00000, extent = 0.56934, type = C
area = 16480.00000, perimeter = 525.15399, major_axis_length = 220.30812, minor_axis_length = 96.47744, eccentricity = 0.89901, convex_area = 16842.00000, extent = 0.57626, type = C
area = 15534.00000, perimeter = 521.92999, major_axis_length = 221.58566, minor_axis_length = 90.55495, eccentricity = 0.91268, convex_area = 16187.00000, extent = 0.70834, type = C
area = 12161.00000, perimeter = 445.04800, major_axis_length = 182.33475, minor_axis_length = 86.27271, eccentricity = 0.88098, convex_area = 12428.00000, extent = 0.60281, type = C
area = 13811.00000, perimeter = 485.69000, major_axis_length = 209.27277, minor_axis_length = 85.20029, eccentricity = 0.91337, convex_area = 14083.00000, extent = 0.69062, type = C
area = 13495.00000, perimeter = 466.95901, major_axis_length = 196.39554, minor_axis_length = 88.21306, eccentricity = 0.89345, convex_area = 13725.00000, extent = 0.68958, type = C
area = 12488.00000, perimeter = 469.82800, major_axis_length = 200.74376, minor_axis_length = 80.04685, eccentricity = 0.91706, convex_area = 12932.00000, extent = 0.74466, 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 = 11669.00000, perimeter = 432.09900, major_axis_length = 175.27705, minor_axis_length = 86.84153, eccentricity = 0.86863, convex_area = 11886.00000, extent = 0.77980, type = O
area = 13782.00000, perimeter = 471.13101, major_axis_length = 194.43834, minor_axis_length = 90.97846, eccentricity = 0.88378, convex_area = 14000.00000, extent = 0.59662, type = C
area = 12840.00000, perimeter = 470.09601, major_axis_length = 199.26149, minor_axis_length = 82.79353, eccentricity = 0.90959, convex_area = 13072.00000, extent = 0.55787, type = O
area = 14800.00000, perimeter = 502.61899, major_axis_length = 213.99492, minor_axis_length = 88.85567, eccentricity = 0.90972, convex_area = 15123.00000, extent = 0.79123, 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 = 11866.00000, perimeter = 436.12900, major_axis_length = 176.12086, minor_axis_length = 87.78806, eccentricity = 0.86692, convex_area = 12210.00000, extent = 0.61622, type = O
area = 10480.00000, perimeter = 414.80899, major_axis_length = 177.85612, minor_axis_length = 75.26311, eccentricity = 0.90605, convex_area = 10657.00000, extent = 0.63034, type = O
area = 13148.00000, perimeter = 481.72198, major_axis_length = 201.51889, minor_axis_length = 84.54153, eccentricity = 0.90775, convex_area = 13572.00000, extent = 0.62375, type = C
area = 12403.00000, perimeter = 451.24399, major_axis_length = 194.00620, minor_axis_length = 82.41925, eccentricity = 0.90527, convex_area = 12596.00000, extent = 0.83069, 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 = 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 = 12393.00000, perimeter = 438.89099, major_axis_length = 184.77484, minor_axis_length = 86.00999, eccentricity = 0.88506, convex_area = 12582.00000, extent = 0.70648, type = O
area = 11434.00000, perimeter = 404.70999, major_axis_length = 161.07927, minor_axis_length = 90.86819, eccentricity = 0.82569, convex_area = 11591.00000, extent = 0.80295, type = O
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 = 12405.00000, perimeter = 437.08600, major_axis_length = 178.09366, minor_axis_length = 89.96077, eccentricity = 0.86304, convex_area = 12615.00000, extent = 0.81015, type = O
area = 13436.00000, perimeter = 467.95901, major_axis_length = 195.02281, minor_axis_length = 89.14904, eccentricity = 0.88940, convex_area = 13798.00000, extent = 0.79607, type = C
area = 10806.00000, perimeter = 408.67599, major_axis_length = 163.71594, minor_axis_length = 85.63248, eccentricity = 0.85230, convex_area = 11069.00000, extent = 0.61144, type = O
area = 14363.00000, perimeter = 493.26099, major_axis_length = 210.56975, minor_axis_length = 87.41584, eccentricity = 0.90976, convex_area = 14621.00000, extent = 0.57706, type = C
area = 12752.00000, perimeter = 462.35999, major_axis_length = 190.73418, minor_axis_length = 86.67176, eccentricity = 0.89079, convex_area = 13112.00000, extent = 0.62843, type = C
area = 10572.00000, perimeter = 403.26901, major_axis_length = 164.57251, minor_axis_length = 81.97684, eccentricity = 0.86711, convex_area = 10745.00000, extent = 0.74709, type = O
area = 11447.00000, perimeter = 447.34601, major_axis_length = 190.38905, minor_axis_length = 79.03822, eccentricity = 0.90976, convex_area = 11753.00000, extent = 0.54354, type = C
area = 12042.00000, perimeter = 441.81000, major_axis_length = 182.17674, minor_axis_length = 85.04359, eccentricity = 0.88435, convex_area = 12302.00000, extent = 0.64080, type = O
area = 11149.00000, perimeter = 416.89099, major_axis_length = 167.29213, minor_axis_length = 86.69962, eccentricity = 0.85523, convex_area = 11323.00000, extent = 0.69090, type = O
area = 11986.00000, perimeter = 433.29401, major_axis_length = 173.22505, minor_axis_length = 89.39893, eccentricity = 0.85654, convex_area = 12243.00000, extent = 0.62242, type = O
area = 11994.00000, perimeter = 444.76099, major_axis_length = 183.44913, minor_axis_length = 84.42697, eccentricity = 0.88780, convex_area = 12262.00000, extent = 0.72419, type = O
area = 10627.00000, perimeter = 411.44101, major_axis_length = 172.26128, minor_axis_length = 79.84105, eccentricity = 0.88610, convex_area = 10800.00000, extent = 0.80240, type = O
area = 13900.00000, perimeter = 475.88901, major_axis_length = 198.16893, minor_axis_length = 90.54260, eccentricity = 0.88952, convex_area = 14161.00000, extent = 0.71723, 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 = 12422.00000, perimeter = 482.19800, major_axis_length = 209.21362, minor_axis_length = 76.83704, eccentricity = 0.93012, convex_area = 12783.00000, extent = 0.49808, type = C
area = 13437.00000, perimeter = 476.11301, major_axis_length = 202.82048, minor_axis_length = 85.11242, eccentricity = 0.90769, convex_area = 13700.00000, extent = 0.78414, type = C
area = 11619.00000, perimeter = 432.45401, major_axis_length = 178.34151, minor_axis_length = 83.91345, eccentricity = 0.88239, convex_area = 11824.00000, extent = 0.76764, type = O
area = 11342.00000, perimeter = 440.19901, major_axis_length = 188.07085, minor_axis_length = 77.18611, eccentricity = 0.91190, convex_area = 11532.00000, extent = 0.57856, type = O
area = 12182.00000, perimeter = 433.83701, major_axis_length = 180.61372, minor_axis_length = 86.60644, eccentricity = 0.87754, convex_area = 12341.00000, extent = 0.77791, type = O
area = 9911.00000, perimeter = 390.45999, major_axis_length = 157.09795, minor_axis_length = 81.44798, eccentricity = 0.85511, convex_area = 10178.00000, extent = 0.73133, type = O
area = 12200.00000, perimeter = 447.21399, major_axis_length = 191.14070, minor_axis_length = 81.57138, eccentricity = 0.90436, convex_area = 12367.00000, extent = 0.56975, type = O
area = 8848.00000, perimeter = 369.77802, major_axis_length = 150.27876, minor_axis_length = 76.50945, eccentricity = 0.86070, convex_area = 9009.00000, extent = 0.63581, 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 = 13426.00000, perimeter = 460.22699, major_axis_length = 187.66890, minor_axis_length = 91.77645, eccentricity = 0.87226, convex_area = 13666.00000, extent = 0.65270, 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 = 13149.00000, perimeter = 463.31100, major_axis_length = 189.87309, minor_axis_length = 89.23203, eccentricity = 0.88269, convex_area = 13421.00000, extent = 0.78718, type = O
area = 13457.00000, perimeter = 483.61401, major_axis_length = 211.01250, minor_axis_length = 81.87440, eccentricity = 0.92166, convex_area = 13763.00000, extent = 0.67312, type = C
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 = 12199.00000, perimeter = 438.06299, major_axis_length = 178.85576, minor_axis_length = 88.10280, eccentricity = 0.87026, convex_area = 12496.00000, extent = 0.78334, type = O
area = 13697.00000, perimeter = 482.38400, major_axis_length = 206.73445, minor_axis_length = 85.18093, eccentricity = 0.91117, convex_area = 13927.00000, extent = 0.59708, type = C
area = 15448.00000, perimeter = 521.31799, major_axis_length = 224.89053, minor_axis_length = 88.73651, eccentricity = 0.91886, convex_area = 15847.00000, extent = 0.70539, type = C
area = 12630.00000, perimeter = 444.05899, major_axis_length = 180.08488, minor_axis_length = 90.35011, eccentricity = 0.86504, convex_area = 12855.00000, extent = 0.67761, 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 = 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 = 14677.00000, perimeter = 498.79800, major_axis_length = 209.87415, minor_axis_length = 90.27248, eccentricity = 0.90277, convex_area = 15060.00000, extent = 0.64785, type = C
area = 14935.00000, perimeter = 489.23401, major_axis_length = 202.40665, minor_axis_length = 94.64574, eccentricity = 0.88394, convex_area = 15251.00000, extent = 0.60904, type = C
area = 11597.00000, perimeter = 433.68201, major_axis_length = 180.84389, minor_axis_length = 82.67798, eccentricity = 0.88937, convex_area = 11803.00000, extent = 0.60552, type = O
area = 14053.00000, perimeter = 482.08401, major_axis_length = 204.37863, minor_axis_length = 88.23911, eccentricity = 0.90200, convex_area = 14316.00000, extent = 0.71335, type = C
area = 12434.00000, perimeter = 450.49600, major_axis_length = 176.91013, minor_axis_length = 91.67809, eccentricity = 0.85525, convex_area = 12847.00000, extent = 0.61239, type = O
area = 8679.00000, perimeter = 380.60101, major_axis_length = 158.23526, minor_axis_length = 70.78799, eccentricity = 0.89435, convex_area = 8889.00000, extent = 0.71804, type = O
area = 11933.00000, perimeter = 430.86700, major_axis_length = 178.96300, minor_axis_length = 85.46998, eccentricity = 0.87859, convex_area = 12118.00000, extent = 0.79809, type = O
area = 11963.00000, perimeter = 448.42599, major_axis_length = 191.07706, minor_axis_length = 80.81423, eccentricity = 0.90616, convex_area = 12205.00000, extent = 0.75591, type = C
area = 11718.00000, perimeter = 439.20401, major_axis_length = 182.26459, minor_axis_length = 82.59560, eccentricity = 0.89143, convex_area = 11967.00000, extent = 0.64884, type = O
area = 15144.00000, perimeter = 503.32401, major_axis_length = 212.19539, minor_axis_length = 91.77615, eccentricity = 0.90163, convex_area = 15469.00000, extent = 0.62786, type = C
area = 13277.00000, perimeter = 486.95599, major_axis_length = 201.83914, minor_axis_length = 85.25986, eccentricity = 0.90640, convex_area = 13771.00000, extent = 0.61105, 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 = 11814.00000, perimeter = 428.01401, major_axis_length = 175.57938, minor_axis_length = 86.32159, eccentricity = 0.87080, convex_area = 12000.00000, extent = 0.78498, type = O
area = 11197.00000, perimeter = 429.45001, major_axis_length = 178.21692, minor_axis_length = 81.27737, eccentricity = 0.88995, convex_area = 11461.00000, extent = 0.56884, type = O
area = 14131.00000, perimeter = 490.70099, major_axis_length = 206.92667, minor_axis_length = 88.28405, eccentricity = 0.90442, convex_area = 14519.00000, extent = 0.75293, type = C
area = 11379.00000, perimeter = 438.16400, major_axis_length = 182.20009, minor_axis_length = 80.88667, eccentricity = 0.89605, convex_area = 11735.00000, extent = 0.59414, type = O
area = 12919.00000, perimeter = 475.26001, major_axis_length = 201.81566, minor_axis_length = 83.20627, eccentricity = 0.91105, convex_area = 13256.00000, extent = 0.76516, type = C
area = 12213.00000, perimeter = 450.21899, major_axis_length = 188.31679, minor_axis_length = 83.71769, eccentricity = 0.89575, convex_area = 12447.00000, extent = 0.71799, type = O
area = 12218.00000, perimeter = 442.68600, major_axis_length = 184.35350, minor_axis_length = 85.83971, eccentricity = 0.88498, convex_area = 12468.00000, extent = 0.64204, type = O
area = 13021.00000, perimeter = 455.97699, major_axis_length = 185.10437, minor_axis_length = 91.06282, eccentricity = 0.87062, convex_area = 13380.00000, extent = 0.70066, type = O
area = 13852.00000, perimeter = 490.27899, major_axis_length = 213.98569, minor_axis_length = 82.96648, eccentricity = 0.92178, convex_area = 14158.00000, extent = 0.72832, type = C
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area = 9853.00000, perimeter = 395.50101, major_axis_length = 159.91612, minor_axis_length = 80.05779, eccentricity = 0.86567, convex_area = 10102.00000, extent = 0.60197, type = O
area = 14806.00000, perimeter = 509.37601, major_axis_length = 214.14243, minor_axis_length = 89.69170, eccentricity = 0.90806, convex_area = 15594.00000, extent = 0.70879, type = C
area = 15136.00000, perimeter = 503.26001, major_axis_length = 208.77202, minor_axis_length = 94.06878, eccentricity = 0.89274, convex_area = 15471.00000, extent = 0.59591, type = C
area = 13340.00000, perimeter = 471.63901, major_axis_length = 197.41006, minor_axis_length = 87.42580, eccentricity = 0.89659, convex_area = 13712.00000, extent = 0.76561, type = C
area = 13400.00000, perimeter = 468.22800, major_axis_length = 187.62874, minor_axis_length = 92.69112, eccentricity = 0.86945, convex_area = 13756.00000, extent = 0.59971, type = O
area = 14608.00000, perimeter = 498.35199, major_axis_length = 210.69138, minor_axis_length = 89.91737, eccentricity = 0.90436, convex_area = 14951.00000, extent = 0.65980, 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 = 11995.00000, perimeter = 477.41101, major_axis_length = 216.48775, minor_axis_length = 70.77008, eccentricity = 0.94506, convex_area = 12168.00000, extent = 0.66606, type = C
area = 13853.00000, perimeter = 471.64099, major_axis_length = 195.21249, minor_axis_length = 91.29154, eccentricity = 0.88391, convex_area = 14213.00000, extent = 0.65332, type = C
area = 11694.00000, perimeter = 431.38901, major_axis_length = 177.07016, minor_axis_length = 85.11002, eccentricity = 0.87691, convex_area = 11875.00000, extent = 0.68788, type = O
area = 13295.00000, perimeter = 465.33301, major_axis_length = 187.37976, minor_axis_length = 91.90883, eccentricity = 0.87144, convex_area = 13633.00000, extent = 0.61245, type = O
area = 13057.00000, perimeter = 460.16800, major_axis_length = 187.12848, minor_axis_length = 90.31277, eccentricity = 0.87583, convex_area = 13385.00000, extent = 0.75079, type = C
area = 13140.00000, perimeter = 467.01700, major_axis_length = 192.61575, minor_axis_length = 89.47256, eccentricity = 0.88557, convex_area = 13570.00000, extent = 0.63892, type = O
area = 13347.00000, perimeter = 461.87201, major_axis_length = 193.52736, minor_axis_length = 88.68710, eccentricity = 0.88881, convex_area = 13536.00000, extent = 0.77703, type = O
area = 11856.00000, perimeter = 456.42200, major_axis_length = 201.00337, minor_axis_length = 75.42108, eccentricity = 0.92693, convex_area = 12027.00000, extent = 0.71646, type = C
area = 14658.00000, perimeter = 477.11700, major_axis_length = 189.56664, minor_axis_length = 99.99778, eccentricity = 0.84955, convex_area = 15048.00000, extent = 0.64950, type = O
area = 14250.00000, perimeter = 486.12399, major_axis_length = 201.21893, minor_axis_length = 91.93982, eccentricity = 0.88951, convex_area = 14636.00000, extent = 0.59368, type = C
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 = 11119.00000, perimeter = 419.72800, major_axis_length = 174.08107, minor_axis_length = 82.15591, eccentricity = 0.88163, convex_area = 11314.00000, extent = 0.76959, type = O
area = 12570.00000, perimeter = 450.85901, major_axis_length = 178.96025, minor_axis_length = 91.11516, eccentricity = 0.86069, convex_area = 12886.00000, extent = 0.61049, type = O
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 = 14547.00000, perimeter = 491.04401, major_axis_length = 206.65707, minor_axis_length = 90.17514, eccentricity = 0.89978, convex_area = 14780.00000, extent = 0.59322, type = C
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 = 11351.00000, perimeter = 417.69299, major_axis_length = 171.05106, minor_axis_length = 85.54869, eccentricity = 0.86595, convex_area = 11549.00000, extent = 0.74326, type = O
area = 8628.00000, perimeter = 372.33401, major_axis_length = 157.33304, minor_axis_length = 70.12502, eccentricity = 0.89518, convex_area = 8782.00000, extent = 0.60264, type = O
area = 13982.00000, perimeter = 479.78500, major_axis_length = 204.54239, minor_axis_length = 88.27965, eccentricity = 0.90207, convex_area = 14221.00000, extent = 0.77291, type = C
area = 12384.00000, perimeter = 460.13599, major_axis_length = 190.87038, minor_axis_length = 85.09120, eccentricity = 0.89513, convex_area = 12811.00000, extent = 0.60484, type = C
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 = 12387.00000, perimeter = 445.61401, major_axis_length = 175.62965, minor_axis_length = 91.31130, eccentricity = 0.85422, convex_area = 12789.00000, extent = 0.65512, 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 = 12932.00000, perimeter = 456.65500, major_axis_length = 191.32863, minor_axis_length = 86.72584, eccentricity = 0.89137, convex_area = 13098.00000, extent = 0.66304, type = C
area = 11835.00000, perimeter = 431.03400, major_axis_length = 180.46184, minor_axis_length = 84.14441, eccentricity = 0.88464, convex_area = 12016.00000, extent = 0.63302, type = O
area = 15009.00000, perimeter = 507.41699, major_axis_length = 217.13300, minor_axis_length = 88.92488, eccentricity = 0.91229, convex_area = 15387.00000, extent = 0.59859, type = C
area = 10250.00000, perimeter = 407.28900, major_axis_length = 165.72189, minor_axis_length = 79.96314, eccentricity = 0.87589, convex_area = 10512.00000, extent = 0.72234, type = O
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