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COSC-4P82-Final-Project
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COSC-4P82-Final-Project/build/run_8/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 15433.00000, perimeter = 519.52197, major_axis_length = 218.38802, minor_axis_length = 91.67455, eccentricity = 0.90763, convex_area = 15887.00000, extent = 0.77944, type = C
area = 12466.00000, perimeter = 448.85699, major_axis_length = 181.19337, minor_axis_length = 88.68750, eccentricity = 0.87202, convex_area = 12779.00000, extent = 0.60409, type = O
area = 12068.00000, perimeter = 450.14600, major_axis_length = 187.29993, minor_axis_length = 83.14626, eccentricity = 0.89607, convex_area = 12426.00000, extent = 0.65008, type = C
area = 14910.00000, perimeter = 511.60001, major_axis_length = 221.61229, minor_axis_length = 86.21699, eccentricity = 0.92122, convex_area = 15215.00000, extent = 0.69964, 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 = 11625.00000, perimeter = 430.43399, major_axis_length = 176.33295, minor_axis_length = 86.15995, eccentricity = 0.87250, convex_area = 11838.00000, extent = 0.59680, type = O
area = 10469.00000, perimeter = 423.78500, major_axis_length = 177.03677, minor_axis_length = 76.73817, eccentricity = 0.90117, convex_area = 10859.00000, extent = 0.57021, type = O
area = 12575.00000, perimeter = 456.75299, major_axis_length = 188.67986, minor_axis_length = 85.98197, eccentricity = 0.89013, convex_area = 12936.00000, extent = 0.73927, type = C
area = 15513.00000, perimeter = 522.50403, major_axis_length = 224.27583, minor_axis_length = 89.01466, eccentricity = 0.91786, convex_area = 15967.00000, extent = 0.56617, type = C
area = 13824.00000, perimeter = 491.62000, major_axis_length = 206.38902, minor_axis_length = 86.85488, eccentricity = 0.90714, convex_area = 14268.00000, extent = 0.63387, 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 = 15307.00000, perimeter = 489.47101, major_axis_length = 197.20265, minor_axis_length = 100.13299, eccentricity = 0.86149, convex_area = 15628.00000, extent = 0.67910, type = C
area = 14412.00000, perimeter = 490.32401, major_axis_length = 207.47614, minor_axis_length = 89.68951, eccentricity = 0.90174, convex_area = 14703.00000, extent = 0.59885, type = C
area = 11553.00000, perimeter = 433.77701, major_axis_length = 183.22137, minor_axis_length = 80.94514, eccentricity = 0.89712, convex_area = 11729.00000, extent = 0.80677, 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 = 12489.00000, perimeter = 444.00800, major_axis_length = 175.32974, minor_axis_length = 92.48181, eccentricity = 0.84957, convex_area = 12853.00000, extent = 0.74423, type = O
area = 14439.00000, perimeter = 492.55301, major_axis_length = 211.85214, minor_axis_length = 87.43467, eccentricity = 0.91086, convex_area = 14614.00000, extent = 0.57279, type = C
area = 11966.00000, perimeter = 456.84601, major_axis_length = 194.27026, minor_axis_length = 79.35069, eccentricity = 0.91278, convex_area = 12337.00000, extent = 0.57460, 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 = 13002.00000, perimeter = 460.12701, major_axis_length = 191.42421, minor_axis_length = 87.77464, eccentricity = 0.88868, convex_area = 13325.00000, extent = 0.67945, type = C
area = 16505.00000, perimeter = 506.89600, major_axis_length = 207.34584, minor_axis_length = 103.24419, eccentricity = 0.86722, convex_area = 16782.00000, extent = 0.77817, type = C
area = 14747.00000, perimeter = 501.76599, major_axis_length = 213.74219, minor_axis_length = 88.58164, eccentricity = 0.91008, convex_area = 15070.00000, extent = 0.76441, type = C
area = 15200.00000, perimeter = 502.58801, major_axis_length = 214.13380, minor_axis_length = 91.11753, eccentricity = 0.90495, convex_area = 15461.00000, extent = 0.62413, type = C
area = 13039.00000, perimeter = 476.69800, major_axis_length = 198.89693, minor_axis_length = 85.53027, eccentricity = 0.90282, convex_area = 13383.00000, extent = 0.55180, type = C
area = 12526.00000, perimeter = 441.32999, major_axis_length = 179.24625, minor_axis_length = 90.15468, eccentricity = 0.86431, convex_area = 12768.00000, extent = 0.71889, type = O
area = 11419.00000, perimeter = 431.51300, major_axis_length = 175.95653, minor_axis_length = 83.67270, eccentricity = 0.87970, convex_area = 11732.00000, extent = 0.66778, type = O
area = 11508.00000, perimeter = 429.20401, major_axis_length = 178.31401, minor_axis_length = 83.02278, eccentricity = 0.88500, convex_area = 11772.00000, extent = 0.78844, type = O
area = 17198.00000, perimeter = 520.99200, major_axis_length = 209.97021, minor_axis_length = 105.67059, eccentricity = 0.86413, convex_area = 17586.00000, extent = 0.60616, type = C
area = 10749.00000, perimeter = 412.42499, major_axis_length = 168.11682, minor_axis_length = 82.58827, eccentricity = 0.87102, convex_area = 11012.00000, extent = 0.70810, type = O
area = 10727.00000, perimeter = 406.45300, major_axis_length = 168.96371, minor_axis_length = 81.32387, eccentricity = 0.87655, convex_area = 10868.00000, extent = 0.79778, type = O
area = 9994.00000, perimeter = 406.64301, major_axis_length = 173.09851, minor_axis_length = 74.46516, eccentricity = 0.90274, convex_area = 10123.00000, extent = 0.80701, type = O
area = 10264.00000, perimeter = 410.13901, major_axis_length = 169.60396, minor_axis_length = 78.00386, eccentricity = 0.88796, convex_area = 10572.00000, extent = 0.59577, type = O
area = 11479.00000, perimeter = 421.07501, major_axis_length = 171.34761, minor_axis_length = 85.80914, eccentricity = 0.86557, convex_area = 11677.00000, extent = 0.79910, type = O
area = 10884.00000, perimeter = 406.71899, major_axis_length = 156.77713, minor_axis_length = 89.60812, eccentricity = 0.82056, convex_area = 11233.00000, extent = 0.72367, type = O
area = 12225.00000, perimeter = 436.48401, major_axis_length = 172.72522, minor_axis_length = 91.47328, eccentricity = 0.84825, convex_area = 12537.00000, extent = 0.64611, type = O
area = 14850.00000, perimeter = 500.29800, major_axis_length = 213.07790, minor_axis_length = 89.35130, eccentricity = 0.90783, convex_area = 15124.00000, extent = 0.58021, type = C
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 = 9878.00000, perimeter = 406.97800, major_axis_length = 169.36671, minor_axis_length = 74.97759, eccentricity = 0.89667, convex_area = 10098.00000, extent = 0.58133, 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 = 14434.00000, perimeter = 486.66800, major_axis_length = 201.27196, minor_axis_length = 92.73377, eccentricity = 0.88754, convex_area = 14754.00000, extent = 0.62599, type = C
area = 14149.00000, perimeter = 474.95200, major_axis_length = 195.35510, minor_axis_length = 93.33527, eccentricity = 0.87848, convex_area = 14454.00000, extent = 0.60569, 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 = 13684.00000, perimeter = 505.65500, major_axis_length = 213.59363, minor_axis_length = 83.51059, eccentricity = 0.92040, convex_area = 14158.00000, extent = 0.57763, type = C
area = 15050.00000, perimeter = 502.59100, major_axis_length = 206.38658, minor_axis_length = 93.80850, eccentricity = 0.89073, convex_area = 15464.00000, extent = 0.59122, type = C
area = 11242.00000, perimeter = 418.64600, major_axis_length = 172.52991, minor_axis_length = 83.84863, eccentricity = 0.87396, convex_area = 11409.00000, extent = 0.64889, type = O
area = 11302.00000, perimeter = 418.20099, major_axis_length = 167.57506, minor_axis_length = 86.95644, eccentricity = 0.85483, convex_area = 11591.00000, extent = 0.62356, type = O
area = 14713.00000, perimeter = 500.16000, major_axis_length = 207.15820, minor_axis_length = 91.46106, eccentricity = 0.89726, convex_area = 15111.00000, extent = 0.57193, type = C
area = 13724.00000, perimeter = 481.77100, major_axis_length = 200.89267, minor_axis_length = 88.16832, eccentricity = 0.89854, convex_area = 14038.00000, extent = 0.67954, type = C
area = 11552.00000, perimeter = 432.81201, major_axis_length = 178.89076, minor_axis_length = 84.07980, eccentricity = 0.88266, convex_area = 11838.00000, extent = 0.63647, 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 = 12525.00000, perimeter = 455.18100, major_axis_length = 183.66934, minor_axis_length = 88.25433, eccentricity = 0.87699, convex_area = 12911.00000, extent = 0.70947, type = O
area = 15141.00000, perimeter = 505.42099, major_axis_length = 209.59360, minor_axis_length = 93.09238, eccentricity = 0.89595, convex_area = 15559.00000, extent = 0.56640, type = C
area = 11151.00000, perimeter = 438.26199, major_axis_length = 191.60088, minor_axis_length = 74.84743, eccentricity = 0.92054, convex_area = 11325.00000, extent = 0.66597, type = C
area = 13047.00000, perimeter = 486.36899, major_axis_length = 213.19447, minor_axis_length = 79.28887, eccentricity = 0.92827, convex_area = 13621.00000, extent = 0.61542, type = C
area = 11240.00000, perimeter = 426.64401, major_axis_length = 175.59412, minor_axis_length = 82.95659, eccentricity = 0.88137, convex_area = 11427.00000, extent = 0.60652, type = O
area = 11639.00000, perimeter = 428.31201, major_axis_length = 172.37148, minor_axis_length = 87.17017, eccentricity = 0.86270, convex_area = 11836.00000, extent = 0.70694, type = O
area = 11963.00000, perimeter = 432.29800, major_axis_length = 177.85712, minor_axis_length = 86.44563, eccentricity = 0.87394, convex_area = 12162.00000, extent = 0.80919, type = O
area = 10249.00000, perimeter = 404.08899, major_axis_length = 165.68245, minor_axis_length = 80.38426, eccentricity = 0.87442, convex_area = 10486.00000, extent = 0.67145, 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 = 13302.00000, perimeter = 482.69000, major_axis_length = 209.39711, minor_axis_length = 81.74891, eccentricity = 0.92064, convex_area = 13827.00000, extent = 0.59533, type = C
area = 12104.00000, perimeter = 441.77499, major_axis_length = 182.46213, minor_axis_length = 85.51347, eccentricity = 0.88338, convex_area = 12378.00000, extent = 0.73913, type = C
area = 16403.00000, perimeter = 521.90900, major_axis_length = 215.15091, minor_axis_length = 98.40095, eccentricity = 0.88928, convex_area = 16867.00000, extent = 0.58877, type = C
area = 11883.00000, perimeter = 429.13101, major_axis_length = 171.33429, minor_axis_length = 89.82451, eccentricity = 0.85156, convex_area = 12179.00000, extent = 0.76364, type = O
area = 12210.00000, perimeter = 453.12399, major_axis_length = 189.42078, minor_axis_length = 83.15540, eccentricity = 0.89849, convex_area = 12641.00000, extent = 0.63733, type = C
area = 11658.00000, perimeter = 424.53400, major_axis_length = 170.76994, minor_axis_length = 88.24642, eccentricity = 0.85613, convex_area = 11963.00000, extent = 0.68299, type = O
area = 11794.00000, perimeter = 430.38000, major_axis_length = 178.44585, minor_axis_length = 84.78594, eccentricity = 0.87991, convex_area = 12056.00000, extent = 0.75294, type = C
area = 12154.00000, perimeter = 448.06201, major_axis_length = 186.78206, minor_axis_length = 83.89810, eccentricity = 0.89344, convex_area = 12445.00000, extent = 0.62928, type = O
area = 17437.00000, perimeter = 536.89899, major_axis_length = 230.25746, minor_axis_length = 97.31148, eccentricity = 0.90631, convex_area = 17650.00000, extent = 0.75915, type = C
area = 13737.00000, perimeter = 484.38501, major_axis_length = 209.54352, minor_axis_length = 84.16575, eccentricity = 0.91579, convex_area = 13944.00000, extent = 0.60521, type = C
area = 9669.00000, perimeter = 388.60699, major_axis_length = 151.43846, minor_axis_length = 83.59090, eccentricity = 0.83386, convex_area = 10012.00000, extent = 0.73389, type = O
area = 16094.00000, perimeter = 504.12601, major_axis_length = 208.37119, minor_axis_length = 99.03030, eccentricity = 0.87985, convex_area = 16325.00000, extent = 0.64853, type = C
area = 12136.00000, perimeter = 455.42899, major_axis_length = 195.57040, minor_axis_length = 80.09987, eccentricity = 0.91228, convex_area = 12334.00000, extent = 0.77230, type = O
area = 13263.00000, perimeter = 480.19101, major_axis_length = 205.57587, minor_axis_length = 83.13744, eccentricity = 0.91458, convex_area = 13517.00000, extent = 0.68057, type = C
area = 15611.00000, perimeter = 506.54700, major_axis_length = 215.20073, minor_axis_length = 93.39229, eccentricity = 0.90092, convex_area = 15806.00000, extent = 0.73219, type = C
area = 11122.00000, perimeter = 410.98700, major_axis_length = 165.03632, minor_axis_length = 87.14314, eccentricity = 0.84923, convex_area = 11379.00000, extent = 0.71386, type = O
area = 11515.00000, perimeter = 425.49899, major_axis_length = 177.83521, minor_axis_length = 83.02624, eccentricity = 0.88433, convex_area = 11672.00000, extent = 0.80773, type = O
area = 11462.00000, perimeter = 432.10800, major_axis_length = 180.28006, minor_axis_length = 81.89021, eccentricity = 0.89088, convex_area = 11725.00000, extent = 0.69993, 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 = 12070.00000, perimeter = 432.86801, major_axis_length = 177.19440, minor_axis_length = 87.37621, eccentricity = 0.86997, convex_area = 12283.00000, extent = 0.76277, type = O
area = 15043.00000, perimeter = 498.29901, major_axis_length = 206.01170, minor_axis_length = 94.76669, eccentricity = 0.88792, convex_area = 15414.00000, extent = 0.58688, type = C
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
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area = 11264.00000, perimeter = 423.39099, major_axis_length = 172.13951, minor_axis_length = 84.22161, eccentricity = 0.87214, convex_area = 11476.00000, extent = 0.73243, type = O
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area = 13655.00000, perimeter = 477.62601, major_axis_length = 203.95604, minor_axis_length = 86.22283, eccentricity = 0.90625, convex_area = 13857.00000, extent = 0.73783, type = C
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area = 14641.00000, perimeter = 505.00201, major_axis_length = 211.58365, minor_axis_length = 90.03343, eccentricity = 0.90495, convex_area = 15034.00000, extent = 0.62956, type = C
area = 12423.00000, perimeter = 436.49301, major_axis_length = 180.12102, minor_axis_length = 88.61711, eccentricity = 0.87060, convex_area = 12567.00000, extent = 0.66224, type = O
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area = 14972.00000, perimeter = 501.86600, major_axis_length = 208.83842, minor_axis_length = 92.89321, eccentricity = 0.89563, convex_area = 15476.00000, extent = 0.72708, type = C
area = 13066.00000, perimeter = 478.00201, major_axis_length = 207.51675, minor_axis_length = 80.51567, eccentricity = 0.92166, convex_area = 13348.00000, extent = 0.55780, type = C
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area = 11928.00000, perimeter = 432.52301, major_axis_length = 171.01953, minor_axis_length = 90.06602, eccentricity = 0.85009, convex_area = 12195.00000, extent = 0.63487, type = O
area = 15644.00000, perimeter = 501.11401, major_axis_length = 210.35762, minor_axis_length = 95.27699, eccentricity = 0.89155, convex_area = 15858.00000, extent = 0.78791, 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
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area = 11248.00000, perimeter = 420.29001, major_axis_length = 171.22313, minor_axis_length = 84.84222, eccentricity = 0.86860, convex_area = 11521.00000, extent = 0.71566, type = O
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area = 10524.00000, perimeter = 402.49500, major_axis_length = 164.08194, minor_axis_length = 82.46438, eccentricity = 0.86453, convex_area = 10713.00000, extent = 0.63253, type = O
area = 14045.00000, perimeter = 482.74200, major_axis_length = 200.02724, minor_axis_length = 90.71384, eccentricity = 0.89125, convex_area = 14305.00000, extent = 0.57261, type = C
area = 11174.00000, perimeter = 430.30499, major_axis_length = 175.48277, minor_axis_length = 83.01684, eccentricity = 0.88102, convex_area = 11604.00000, extent = 0.67366, type = O
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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 = 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 = 15366.00000, perimeter = 508.79300, major_axis_length = 211.37265, minor_axis_length = 93.96780, eccentricity = 0.89575, convex_area = 15746.00000, extent = 0.56459, type = C
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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 = 12397.00000, perimeter = 446.31900, major_axis_length = 184.80026, minor_axis_length = 86.41624, eccentricity = 0.88393, convex_area = 12594.00000, extent = 0.59785, type = O
area = 11247.00000, perimeter = 418.08200, major_axis_length = 174.79654, minor_axis_length = 82.57596, eccentricity = 0.88138, convex_area = 11407.00000, extent = 0.78827, type = O
area = 15367.00000, perimeter = 501.90701, major_axis_length = 210.05598, minor_axis_length = 94.47918, eccentricity = 0.89314, convex_area = 15644.00000, extent = 0.79061, type = C
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area = 13785.00000, perimeter = 489.91599, major_axis_length = 213.37642, minor_axis_length = 82.78992, eccentricity = 0.92166, convex_area = 14130.00000, extent = 0.79664, 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 = 14212.00000, perimeter = 485.98599, major_axis_length = 203.41849, minor_axis_length = 90.01189, eccentricity = 0.89677, convex_area = 14508.00000, extent = 0.57320, type = C
area = 11993.00000, perimeter = 427.53900, major_axis_length = 168.49837, minor_axis_length = 91.95948, eccentricity = 0.83794, convex_area = 12286.00000, extent = 0.63929, type = O
area = 14235.00000, perimeter = 505.84500, major_axis_length = 214.15660, minor_axis_length = 87.47984, eccentricity = 0.91276, convex_area = 14687.00000, extent = 0.68257, type = C
area = 13909.00000, perimeter = 474.11200, major_axis_length = 197.45837, minor_axis_length = 90.17406, eccentricity = 0.88963, convex_area = 14227.00000, extent = 0.74296, type = C
area = 12671.00000, perimeter = 448.83801, major_axis_length = 180.47144, minor_axis_length = 90.69844, eccentricity = 0.86454, convex_area = 12963.00000, extent = 0.66160, type = O
area = 14272.00000, perimeter = 487.70300, major_axis_length = 207.79874, minor_axis_length = 88.06716, eccentricity = 0.90575, convex_area = 14510.00000, extent = 0.58301, type = C
area = 10528.00000, perimeter = 411.12000, major_axis_length = 164.81996, minor_axis_length = 83.14049, eccentricity = 0.86345, convex_area = 10862.00000, extent = 0.62149, type = O
area = 14633.00000, perimeter = 495.09399, major_axis_length = 208.78053, minor_axis_length = 90.25591, eccentricity = 0.90173, convex_area = 14978.00000, extent = 0.64360, type = C
area = 12708.00000, perimeter = 437.45401, major_axis_length = 174.35812, minor_axis_length = 93.84775, eccentricity = 0.84279, convex_area = 12893.00000, extent = 0.64344, type = O
area = 10591.00000, perimeter = 410.73401, major_axis_length = 169.75481, minor_axis_length = 80.39870, eccentricity = 0.88073, convex_area = 10751.00000, extent = 0.60334, type = O
area = 12193.00000, perimeter = 436.28500, major_axis_length = 182.62729, minor_axis_length = 85.25561, eccentricity = 0.88435, convex_area = 12336.00000, extent = 0.68308, type = O
area = 12258.00000, perimeter = 447.84601, major_axis_length = 186.68015, minor_axis_length = 84.94548, eccentricity = 0.89047, convex_area = 12616.00000, extent = 0.70546, type = O
area = 13921.00000, perimeter = 481.99301, major_axis_length = 203.44487, minor_axis_length = 88.12582, eccentricity = 0.90131, convex_area = 14210.00000, extent = 0.56133, type = C
area = 13503.00000, perimeter = 477.24399, major_axis_length = 201.17171, minor_axis_length = 87.36242, eccentricity = 0.90078, convex_area = 13743.00000, extent = 0.56319, type = C
area = 15350.00000, perimeter = 498.17899, major_axis_length = 204.62120, minor_axis_length = 96.89340, eccentricity = 0.88078, convex_area = 15751.00000, extent = 0.66370, type = C
area = 12404.00000, perimeter = 454.38400, major_axis_length = 186.07597, minor_axis_length = 85.98782, eccentricity = 0.88682, convex_area = 12659.00000, extent = 0.57299, type = O
area = 11797.00000, perimeter = 451.95999, major_axis_length = 195.59366, minor_axis_length = 77.40121, eccentricity = 0.91837, convex_area = 11988.00000, extent = 0.57015, type = C
area = 13780.00000, perimeter = 497.42801, major_axis_length = 221.72290, minor_axis_length = 79.95213, eccentricity = 0.93272, convex_area = 14010.00000, extent = 0.55078, type = C
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