COSC_4P82_Assignment_1/PartB/90Cross10Mut2El/run_5/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 11719.00000, perimeter = 430.51199, major_axis_length = 175.51746, minor_axis_length = 86.51001, eccentricity = 0.87009, convex_area = 12000.00000, extent = 0.69931, type = O
area = 11051.00000, perimeter = 421.34799, major_axis_length = 166.91263, minor_axis_length = 85.74883, eccentricity = 0.85795, convex_area = 11421.00000, extent = 0.69333, type = O
area = 10901.00000, perimeter = 410.39001, major_axis_length = 174.69858, minor_axis_length = 79.86489, eccentricity = 0.88939, convex_area = 11038.00000, extent = 0.82696, type = O
area = 14022.00000, perimeter = 483.01901, major_axis_length = 204.48296, minor_axis_length = 88.56927, eccentricity = 0.90133, convex_area = 14358.00000, extent = 0.70473, 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 = 15007.00000, perimeter = 500.30701, major_axis_length = 210.71776, minor_axis_length = 92.17046, eccentricity = 0.89926, convex_area = 15431.00000, extent = 0.58077, type = C
area = 12135.00000, perimeter = 432.81299, major_axis_length = 180.87585, minor_axis_length = 86.05373, eccentricity = 0.87957, convex_area = 12304.00000, extent = 0.64305, type = O
area = 11396.00000, perimeter = 446.28299, major_axis_length = 192.23241, minor_axis_length = 76.52646, eccentricity = 0.91734, convex_area = 11692.00000, extent = 0.64515, type = C
area = 14489.00000, perimeter = 496.38501, major_axis_length = 210.03639, minor_axis_length = 88.53156, eccentricity = 0.90683, convex_area = 14843.00000, extent = 0.61535, type = C
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 = 13928.00000, perimeter = 479.72400, major_axis_length = 204.43028, minor_axis_length = 87.08270, eccentricity = 0.90473, convex_area = 14158.00000, extent = 0.56627, type = C
area = 14435.00000, perimeter = 491.90399, major_axis_length = 207.46263, minor_axis_length = 89.70563, eccentricity = 0.90168, convex_area = 14842.00000, extent = 0.57798, type = C
area = 14944.00000, perimeter = 500.23801, major_axis_length = 209.55765, minor_axis_length = 91.52841, eccentricity = 0.89957, convex_area = 15255.00000, extent = 0.62896, type = C
area = 13460.00000, perimeter = 451.04800, major_axis_length = 181.47499, minor_axis_length = 95.35158, eccentricity = 0.85084, convex_area = 13697.00000, extent = 0.72600, type = O
area = 10796.00000, perimeter = 410.10999, major_axis_length = 165.73335, minor_axis_length = 84.24877, eccentricity = 0.86116, convex_area = 11060.00000, extent = 0.68002, type = O
area = 11701.00000, perimeter = 432.97601, major_axis_length = 184.51923, minor_axis_length = 81.00479, eccentricity = 0.89848, convex_area = 11887.00000, extent = 0.76010, type = O
area = 12958.00000, perimeter = 445.69699, major_axis_length = 178.81097, minor_axis_length = 93.66616, eccentricity = 0.85182, convex_area = 13223.00000, extent = 0.71198, type = O
area = 12579.00000, perimeter = 452.21701, major_axis_length = 191.24318, minor_axis_length = 84.36917, eccentricity = 0.89743, convex_area = 12889.00000, extent = 0.60029, 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 = 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 = 12676.00000, perimeter = 431.76999, major_axis_length = 172.60965, minor_axis_length = 94.47388, eccentricity = 0.83692, convex_area = 12872.00000, extent = 0.73103, 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 = 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 = 13888.00000, perimeter = 481.74799, major_axis_length = 205.74632, minor_axis_length = 87.00280, eccentricity = 0.90619, convex_area = 14178.00000, extent = 0.58510, 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 = 12536.00000, perimeter = 475.14600, major_axis_length = 205.76595, minor_axis_length = 78.26070, eccentricity = 0.92485, convex_area = 12798.00000, extent = 0.69490, type = C
area = 12465.00000, perimeter = 451.51501, major_axis_length = 190.45494, minor_axis_length = 84.16370, eccentricity = 0.89706, convex_area = 12640.00000, extent = 0.59596, type = O
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 = 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 = 11274.00000, perimeter = 426.85001, major_axis_length = 177.39810, minor_axis_length = 82.00110, eccentricity = 0.88675, convex_area = 11539.00000, extent = 0.63533, 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 = 13372.00000, perimeter = 472.17001, major_axis_length = 197.78036, minor_axis_length = 87.60531, eccentricity = 0.89655, convex_area = 13750.00000, extent = 0.60735, type = C
area = 11080.00000, perimeter = 424.76901, major_axis_length = 175.18169, minor_axis_length = 81.33550, eccentricity = 0.88568, convex_area = 11337.00000, extent = 0.58291, 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 = 11485.00000, perimeter = 429.39099, major_axis_length = 173.49945, minor_axis_length = 85.60889, eccentricity = 0.86979, convex_area = 11758.00000, extent = 0.60575, type = O
area = 12103.00000, perimeter = 439.21799, major_axis_length = 181.98512, minor_axis_length = 85.55490, eccentricity = 0.88260, convex_area = 12339.00000, extent = 0.59928, type = O
area = 14551.00000, perimeter = 502.11200, major_axis_length = 208.19244, minor_axis_length = 90.84801, eccentricity = 0.89977, convex_area = 14962.00000, extent = 0.55802, type = C
area = 12473.00000, perimeter = 470.34000, major_axis_length = 202.44283, minor_axis_length = 79.02430, eccentricity = 0.92066, convex_area = 12806.00000, extent = 0.52598, type = C
area = 15655.00000, perimeter = 488.90302, major_axis_length = 199.55669, minor_axis_length = 101.02621, eccentricity = 0.86238, convex_area = 15880.00000, extent = 0.63375, type = C
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 = 11577.00000, perimeter = 418.76001, major_axis_length = 168.28864, minor_axis_length = 89.30425, eccentricity = 0.84758, convex_area = 11746.00000, extent = 0.80609, type = O
area = 13964.00000, perimeter = 480.02600, major_axis_length = 199.82314, minor_axis_length = 90.06547, eccentricity = 0.89266, convex_area = 14298.00000, extent = 0.65775, type = C
area = 14871.00000, perimeter = 487.61801, major_axis_length = 204.19110, minor_axis_length = 93.79977, eccentricity = 0.88824, convex_area = 15067.00000, extent = 0.76308, type = C
area = 13319.00000, perimeter = 468.23199, major_axis_length = 192.92725, minor_axis_length = 89.33763, eccentricity = 0.88632, convex_area = 13694.00000, extent = 0.69522, type = C
area = 12387.00000, perimeter = 444.22501, major_axis_length = 178.09758, minor_axis_length = 90.58177, eccentricity = 0.86100, convex_area = 12753.00000, extent = 0.64328, type = O
area = 10763.00000, perimeter = 416.01700, major_axis_length = 171.06178, minor_axis_length = 80.66742, eccentricity = 0.88183, convex_area = 10951.00000, extent = 0.59504, type = O
area = 13935.00000, perimeter = 483.24399, major_axis_length = 196.78610, minor_axis_length = 91.71785, eccentricity = 0.88474, convex_area = 14428.00000, extent = 0.59323, type = C
area = 16263.00000, perimeter = 546.56201, major_axis_length = 230.95955, minor_axis_length = 91.65092, eccentricity = 0.91789, convex_area = 16796.00000, extent = 0.57123, type = C
area = 11962.00000, perimeter = 429.18100, major_axis_length = 175.88785, minor_axis_length = 87.96854, eccentricity = 0.86594, convex_area = 12152.00000, extent = 0.78568, type = O
area = 14566.00000, perimeter = 498.02600, major_axis_length = 208.22543, minor_axis_length = 90.54054, eccentricity = 0.90052, convex_area = 14927.00000, extent = 0.56083, type = C
area = 13933.00000, perimeter = 483.93201, major_axis_length = 207.20593, minor_axis_length = 86.29932, eccentricity = 0.90914, convex_area = 14238.00000, extent = 0.58839, type = C
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 = 16146.00000, perimeter = 509.33200, major_axis_length = 213.62003, minor_axis_length = 96.64880, eccentricity = 0.89180, convex_area = 16404.00000, extent = 0.59676, type = C
area = 11125.00000, perimeter = 420.20901, major_axis_length = 173.17194, minor_axis_length = 82.77818, eccentricity = 0.87835, convex_area = 11408.00000, extent = 0.64214, type = O
area = 12509.00000, perimeter = 464.50900, major_axis_length = 201.53149, minor_axis_length = 79.65081, eccentricity = 0.91858, convex_area = 12703.00000, extent = 0.54482, type = C
area = 11046.00000, perimeter = 423.49799, major_axis_length = 183.45500, minor_axis_length = 76.97342, eccentricity = 0.90772, convex_area = 11198.00000, extent = 0.82279, type = O
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 = 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 = 12735.00000, perimeter = 441.38000, major_axis_length = 174.73752, minor_axis_length = 94.10660, eccentricity = 0.84259, convex_area = 13066.00000, extent = 0.69743, type = O
area = 12663.00000, perimeter = 441.28799, major_axis_length = 180.87674, minor_axis_length = 89.98505, eccentricity = 0.86747, convex_area = 12833.00000, extent = 0.71644, type = O
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 = 12558.00000, perimeter = 453.22900, major_axis_length = 192.45639, minor_axis_length = 84.11143, eccentricity = 0.89944, convex_area = 12747.00000, extent = 0.78684, type = O
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 = 13669.00000, perimeter = 481.66901, major_axis_length = 201.90663, minor_axis_length = 87.06825, eccentricity = 0.90224, convex_area = 14065.00000, extent = 0.55837, type = C
area = 13885.00000, perimeter = 479.28799, major_axis_length = 198.09418, minor_axis_length = 90.59052, eccentricity = 0.88931, convex_area = 14271.00000, extent = 0.78713, type = C
area = 12422.00000, perimeter = 444.08499, major_axis_length = 183.13438, minor_axis_length = 86.95216, eccentricity = 0.88009, convex_area = 12658.00000, extent = 0.62341, type = O
area = 14557.00000, perimeter = 492.41299, major_axis_length = 205.10664, minor_axis_length = 91.44973, eccentricity = 0.89510, convex_area = 14961.00000, extent = 0.73565, type = C
area = 13340.00000, perimeter = 474.68201, major_axis_length = 201.38533, minor_axis_length = 85.88859, eccentricity = 0.90449, convex_area = 13603.00000, extent = 0.70166, type = O
area = 12518.00000, perimeter = 473.38400, major_axis_length = 203.92206, minor_axis_length = 80.00767, eccentricity = 0.91982, convex_area = 12778.00000, extent = 0.68033, type = C
area = 15484.00000, perimeter = 504.81900, major_axis_length = 211.28806, minor_axis_length = 94.47181, eccentricity = 0.89447, convex_area = 15795.00000, extent = 0.67912, type = C
area = 12152.00000, perimeter = 447.91699, major_axis_length = 185.24631, minor_axis_length = 85.78561, eccentricity = 0.88631, convex_area = 12449.00000, extent = 0.57538, type = O
area = 12930.00000, perimeter = 474.07800, major_axis_length = 205.35634, minor_axis_length = 80.71208, eccentricity = 0.91952, convex_area = 13181.00000, extent = 0.74063, type = C
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 = 13167.00000, perimeter = 466.66400, major_axis_length = 197.12506, minor_axis_length = 86.21641, eccentricity = 0.89928, convex_area = 13448.00000, extent = 0.58099, type = C
area = 13058.00000, perimeter = 451.31400, major_axis_length = 181.87367, minor_axis_length = 92.20594, eccentricity = 0.86196, convex_area = 13310.00000, extent = 0.62809, 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 = 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 = 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 = 12345.00000, perimeter = 448.76901, major_axis_length = 180.52049, minor_axis_length = 88.84285, eccentricity = 0.87051, convex_area = 12676.00000, extent = 0.59500, type = O
area = 11392.00000, perimeter = 424.52399, major_axis_length = 172.19817, minor_axis_length = 85.84372, eccentricity = 0.86688, convex_area = 11707.00000, extent = 0.67810, type = O
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 = 15581.00000, perimeter = 517.33197, major_axis_length = 221.95938, minor_axis_length = 90.30761, eccentricity = 0.91349, convex_area = 15901.00000, extent = 0.55409, type = C
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 = 11365.00000, perimeter = 421.17599, major_axis_length = 179.13287, minor_axis_length = 81.11464, eccentricity = 0.89160, convex_area = 11499.00000, extent = 0.65204, type = O
area = 13117.00000, perimeter = 451.86801, major_axis_length = 173.72090, minor_axis_length = 98.30622, eccentricity = 0.82448, convex_area = 13453.00000, extent = 0.65562, type = O
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 = 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 = 15321.00000, perimeter = 513.00702, major_axis_length = 218.71196, minor_axis_length = 90.26067, eccentricity = 0.91087, convex_area = 15646.00000, extent = 0.71188, type = C
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 = 14994.00000, perimeter = 508.30701, major_axis_length = 215.56981, minor_axis_length = 89.61988, eccentricity = 0.90949, convex_area = 15246.00000, extent = 0.55076, type = C
area = 14969.00000, perimeter = 515.09802, major_axis_length = 222.04485, minor_axis_length = 87.43668, eccentricity = 0.91920, convex_area = 15269.00000, extent = 0.54621, type = C
area = 11672.00000, perimeter = 435.71399, major_axis_length = 179.92755, minor_axis_length = 83.97663, eccentricity = 0.88440, convex_area = 11941.00000, extent = 0.65776, type = O
area = 15786.00000, perimeter = 500.86099, major_axis_length = 205.46724, minor_axis_length = 98.81665, eccentricity = 0.87676, convex_area = 16127.00000, extent = 0.61091, type = C
area = 11742.00000, perimeter = 437.90302, major_axis_length = 182.25706, minor_axis_length = 83.00418, eccentricity = 0.89027, convex_area = 11974.00000, extent = 0.58890, type = O
area = 12281.00000, perimeter = 442.11099, major_axis_length = 177.95753, minor_axis_length = 89.70896, eccentricity = 0.86364, convex_area = 12666.00000, extent = 0.59907, type = O
area = 14364.00000, perimeter = 497.12000, major_axis_length = 212.00835, minor_axis_length = 87.53480, eccentricity = 0.91078, convex_area = 14805.00000, extent = 0.64125, 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 = 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 = 14571.00000, perimeter = 489.43301, major_axis_length = 206.78789, minor_axis_length = 90.45136, eccentricity = 0.89926, convex_area = 14839.00000, extent = 0.60551, type = C
area = 13930.00000, perimeter = 495.27100, major_axis_length = 213.52664, minor_axis_length = 84.43373, eccentricity = 0.91850, convex_area = 14564.00000, extent = 0.54964, type = C
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 = 13582.00000, perimeter = 476.66599, major_axis_length = 199.45189, minor_axis_length = 88.40870, eccentricity = 0.89639, convex_area = 13825.00000, extent = 0.56900, type = C
area = 13683.00000, perimeter = 481.57101, major_axis_length = 206.92677, minor_axis_length = 84.89906, eccentricity = 0.91196, convex_area = 13922.00000, extent = 0.76220, 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 = 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 = 13818.00000, perimeter = 475.01700, major_axis_length = 198.49921, minor_axis_length = 89.09570, eccentricity = 0.89361, convex_area = 14008.00000, extent = 0.59601, type = C
area = 12844.00000, perimeter = 454.83701, major_axis_length = 191.98018, minor_axis_length = 85.41942, eccentricity = 0.89556, convex_area = 13043.00000, extent = 0.61789, 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 = 11923.00000, perimeter = 434.42001, major_axis_length = 182.19357, minor_axis_length = 84.14085, eccentricity = 0.88697, convex_area = 12086.00000, extent = 0.60096, type = O
area = 13533.00000, perimeter = 473.93201, major_axis_length = 196.11755, minor_axis_length = 88.91679, eccentricity = 0.89131, convex_area = 13897.00000, extent = 0.60456, type = C
area = 9885.00000, perimeter = 385.60001, major_axis_length = 157.21089, minor_axis_length = 81.19733, eccentricity = 0.85630, convex_area = 10042.00000, extent = 0.62842, type = O
area = 10190.00000, perimeter = 397.78601, major_axis_length = 161.47743, minor_axis_length = 81.71532, eccentricity = 0.86251, convex_area = 10476.00000, extent = 0.78627, type = O
area = 11940.00000, perimeter = 443.96799, major_axis_length = 187.33362, minor_axis_length = 82.18279, eccentricity = 0.89863, convex_area = 12184.00000, extent = 0.63639, type = C
area = 11764.00000, perimeter = 428.56100, major_axis_length = 171.58627, minor_axis_length = 88.72550, eccentricity = 0.85593, convex_area = 12125.00000, extent = 0.68803, type = O
area = 12931.00000, perimeter = 460.53500, major_axis_length = 192.90802, minor_axis_length = 86.56665, eccentricity = 0.89366, convex_area = 13302.00000, extent = 0.60706, type = C
area = 12213.00000, perimeter = 459.16699, major_axis_length = 195.58655, minor_axis_length = 80.64011, eccentricity = 0.91105, convex_area = 12571.00000, extent = 0.54340, type = C
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 = 12387.00000, perimeter = 449.13599, major_axis_length = 185.40276, minor_axis_length = 86.05038, eccentricity = 0.88577, convex_area = 12662.00000, extent = 0.71643, type = O
area = 14563.00000, perimeter = 496.77600, major_axis_length = 206.12715, minor_axis_length = 91.53044, eccentricity = 0.89600, convex_area = 15116.00000, extent = 0.59105, type = C
area = 14851.00000, perimeter = 512.31897, major_axis_length = 218.00836, minor_axis_length = 88.49667, eccentricity = 0.91390, convex_area = 15556.00000, extent = 0.71775, 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
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