COSC-4P82-Final-Project/PartB/90Cross90Mut2El/run_8/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 11599.00000, perimeter = 431.05600, major_axis_length = 171.99739, minor_axis_length = 86.98845, eccentricity = 0.86268, convex_area = 11913.00000, extent = 0.77966, 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 = 17180.00000, perimeter = 547.21503, major_axis_length = 238.43509, minor_axis_length = 93.01495, eccentricity = 0.92077, convex_area = 17517.00000, extent = 0.57221, type = C
area = 14768.00000, perimeter = 499.87701, major_axis_length = 210.55881, minor_axis_length = 90.47418, eccentricity = 0.90298, convex_area = 15158.00000, extent = 0.58312, type = C
area = 9843.00000, perimeter = 383.11600, major_axis_length = 154.95032, minor_axis_length = 81.35683, eccentricity = 0.85107, convex_area = 10024.00000, extent = 0.70227, type = O
area = 14269.00000, perimeter = 501.04001, major_axis_length = 214.66936, minor_axis_length = 85.64316, eccentricity = 0.91697, convex_area = 14733.00000, extent = 0.70001, type = C
area = 12184.00000, perimeter = 434.40799, major_axis_length = 181.74608, minor_axis_length = 85.97195, eccentricity = 0.88104, convex_area = 12336.00000, extent = 0.72871, type = O
area = 15456.00000, perimeter = 508.82101, major_axis_length = 214.30441, minor_axis_length = 93.45650, eccentricity = 0.89990, convex_area = 15884.00000, extent = 0.78025, type = C
area = 11249.00000, perimeter = 419.00299, major_axis_length = 166.28651, minor_axis_length = 87.62983, eccentricity = 0.84988, convex_area = 11593.00000, extent = 0.63005, type = O
area = 14623.00000, perimeter = 499.31299, major_axis_length = 208.22838, minor_axis_length = 91.47314, eccentricity = 0.89834, convex_area = 15085.00000, extent = 0.58357, type = C
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 = 17246.00000, perimeter = 540.54199, major_axis_length = 225.98886, minor_axis_length = 98.57315, eccentricity = 0.89986, convex_area = 17704.00000, extent = 0.57393, type = C
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 = 16000.00000, perimeter = 515.38098, major_axis_length = 215.71432, minor_axis_length = 94.95480, eccentricity = 0.89791, convex_area = 16289.00000, extent = 0.67366, type = C
area = 14439.00000, perimeter = 490.47000, major_axis_length = 204.82806, minor_axis_length = 91.04846, eccentricity = 0.89577, convex_area = 14815.00000, extent = 0.79139, type = C
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 = 12583.00000, perimeter = 451.81900, major_axis_length = 180.21733, minor_axis_length = 90.56422, eccentricity = 0.86456, convex_area = 12901.00000, extent = 0.60785, type = O
area = 16500.00000, perimeter = 523.34601, major_axis_length = 219.72414, minor_axis_length = 97.14173, eccentricity = 0.89696, convex_area = 16880.00000, extent = 0.63064, type = C
area = 13574.00000, perimeter = 481.15701, major_axis_length = 206.46765, minor_axis_length = 84.42449, eccentricity = 0.91258, convex_area = 13870.00000, extent = 0.80961, type = C
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 = 10878.00000, perimeter = 410.72198, major_axis_length = 168.79781, minor_axis_length = 82.68657, eccentricity = 0.87180, convex_area = 11079.00000, extent = 0.68944, type = O
area = 14686.00000, perimeter = 503.69000, major_axis_length = 212.25868, minor_axis_length = 89.78369, eccentricity = 0.90613, convex_area = 15003.00000, extent = 0.55215, type = C
area = 13394.00000, perimeter = 480.57199, major_axis_length = 205.40117, minor_axis_length = 83.80128, eccentricity = 0.91299, convex_area = 13699.00000, extent = 0.65019, type = C
area = 11063.00000, perimeter = 428.23901, major_axis_length = 177.53922, minor_axis_length = 80.86371, eccentricity = 0.89025, convex_area = 11362.00000, extent = 0.60613, type = O
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 = 15056.00000, perimeter = 499.17099, major_axis_length = 202.89360, minor_axis_length = 96.13976, eccentricity = 0.88061, convex_area = 15517.00000, extent = 0.70355, type = C
area = 12581.00000, perimeter = 439.15500, major_axis_length = 171.12390, minor_axis_length = 95.38031, eccentricity = 0.83026, convex_area = 12858.00000, extent = 0.69574, type = O
area = 12120.00000, perimeter = 441.00000, major_axis_length = 180.37653, minor_axis_length = 86.71608, eccentricity = 0.87686, convex_area = 12479.00000, extent = 0.64226, type = O
area = 10427.00000, perimeter = 405.57800, major_axis_length = 170.56107, minor_axis_length = 78.14708, eccentricity = 0.88886, convex_area = 10588.00000, extent = 0.67607, type = O
area = 14421.00000, perimeter = 489.81799, major_axis_length = 204.95683, minor_axis_length = 90.34169, eccentricity = 0.89761, convex_area = 14716.00000, extent = 0.62526, type = C
area = 11923.00000, perimeter = 439.71301, major_axis_length = 183.15695, minor_axis_length = 83.90175, eccentricity = 0.88891, convex_area = 12116.00000, extent = 0.58593, type = O
area = 10925.00000, perimeter = 415.17499, major_axis_length = 170.68759, minor_axis_length = 82.24397, eccentricity = 0.87626, convex_area = 11155.00000, extent = 0.60634, type = O
area = 11184.00000, perimeter = 416.92499, major_axis_length = 171.37740, minor_axis_length = 83.96449, eccentricity = 0.87176, convex_area = 11349.00000, extent = 0.64940, 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 = 11104.00000, perimeter = 420.97000, major_axis_length = 164.93903, minor_axis_length = 87.29203, eccentricity = 0.84847, convex_area = 11429.00000, extent = 0.63271, type = O
area = 10608.00000, perimeter = 404.69299, major_axis_length = 161.58940, minor_axis_length = 85.35479, eccentricity = 0.84911, convex_area = 10895.00000, extent = 0.70848, type = O
area = 13809.00000, perimeter = 489.02200, major_axis_length = 213.82555, minor_axis_length = 82.49403, eccentricity = 0.92258, convex_area = 14070.00000, extent = 0.80575, type = C
area = 11746.00000, perimeter = 431.82700, major_axis_length = 174.58006, minor_axis_length = 87.34896, eccentricity = 0.86583, convex_area = 12096.00000, extent = 0.71885, type = O
area = 15460.00000, perimeter = 507.07700, major_axis_length = 213.57233, minor_axis_length = 93.55610, eccentricity = 0.89895, convex_area = 15819.00000, extent = 0.58221, type = C
area = 12580.00000, perimeter = 479.21701, major_axis_length = 208.42375, minor_axis_length = 77.74034, eccentricity = 0.92783, convex_area = 12879.00000, extent = 0.57307, type = C
area = 15676.00000, perimeter = 509.22400, major_axis_length = 212.90775, minor_axis_length = 94.76167, eccentricity = 0.89549, convex_area = 16009.00000, extent = 0.57463, type = C
area = 11357.00000, perimeter = 427.04099, major_axis_length = 178.59515, minor_axis_length = 81.39304, eccentricity = 0.89011, convex_area = 11546.00000, extent = 0.59673, type = O
area = 13062.00000, perimeter = 467.46399, major_axis_length = 197.80243, minor_axis_length = 85.39855, eccentricity = 0.90200, convex_area = 13272.00000, extent = 0.62408, type = C
area = 14405.00000, perimeter = 488.23700, major_axis_length = 204.43013, minor_axis_length = 90.62646, eccentricity = 0.89637, convex_area = 14742.00000, extent = 0.76379, type = C
area = 14013.00000, perimeter = 478.27701, major_axis_length = 194.78256, minor_axis_length = 92.95033, eccentricity = 0.87879, convex_area = 14374.00000, extent = 0.60401, type = C
area = 14064.00000, perimeter = 488.94800, major_axis_length = 206.93329, minor_axis_length = 87.47862, eccentricity = 0.90625, convex_area = 14315.00000, extent = 0.75858, type = C
area = 12871.00000, perimeter = 448.58200, major_axis_length = 183.87454, minor_axis_length = 90.27630, eccentricity = 0.87118, convex_area = 13102.00000, extent = 0.73372, type = O
area = 15249.00000, perimeter = 506.04999, major_axis_length = 212.09094, minor_axis_length = 92.49422, eccentricity = 0.89990, convex_area = 15582.00000, extent = 0.78304, type = C
area = 11027.00000, perimeter = 422.38901, major_axis_length = 172.86743, minor_axis_length = 82.66507, eccentricity = 0.87825, convex_area = 11350.00000, extent = 0.78183, type = O
area = 14956.00000, perimeter = 490.25601, major_axis_length = 204.54123, minor_axis_length = 93.75129, eccentricity = 0.88877, convex_area = 15196.00000, extent = 0.67278, type = C
area = 10820.00000, perimeter = 424.78101, major_axis_length = 178.76576, minor_axis_length = 78.07856, eccentricity = 0.89958, convex_area = 11081.00000, extent = 0.71485, type = O
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
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 = 10863.00000, perimeter = 411.62201, major_axis_length = 168.27142, minor_axis_length = 83.16528, eccentricity = 0.86933, convex_area = 11057.00000, extent = 0.70283, type = O
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 = 12899.00000, perimeter = 468.38901, major_axis_length = 201.04828, minor_axis_length = 82.38741, eccentricity = 0.91218, convex_area = 13132.00000, extent = 0.70050, type = C
area = 14115.00000, perimeter = 483.78000, major_axis_length = 206.84187, minor_axis_length = 88.06865, eccentricity = 0.90483, convex_area = 14312.00000, extent = 0.74766, 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 = 14272.00000, perimeter = 491.45401, major_axis_length = 210.50232, minor_axis_length = 87.93793, eccentricity = 0.90856, convex_area = 14545.00000, extent = 0.80338, type = C
area = 14683.00000, perimeter = 493.57199, major_axis_length = 209.05197, minor_axis_length = 90.58433, eccentricity = 0.90124, convex_area = 14947.00000, extent = 0.70220, type = C
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 = 12377.00000, perimeter = 465.04700, major_axis_length = 197.08141, minor_axis_length = 81.92233, eccentricity = 0.90951, convex_area = 12669.00000, extent = 0.62968, type = C
area = 13414.00000, perimeter = 479.90100, major_axis_length = 203.08597, minor_axis_length = 85.73688, eccentricity = 0.90652, convex_area = 13735.00000, extent = 0.71404, type = C
area = 11544.00000, perimeter = 421.84601, major_axis_length = 170.34583, minor_axis_length = 87.41750, eccentricity = 0.85828, convex_area = 11800.00000, extent = 0.65651, type = O
area = 13973.00000, perimeter = 474.00800, major_axis_length = 192.34929, minor_axis_length = 93.77914, eccentricity = 0.87310, convex_area = 14354.00000, extent = 0.61420, type = C
area = 11715.00000, perimeter = 439.70300, major_axis_length = 183.22273, minor_axis_length = 82.48322, eccentricity = 0.89294, convex_area = 11948.00000, extent = 0.60449, type = O
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 = 11732.00000, perimeter = 433.86401, major_axis_length = 173.95808, minor_axis_length = 86.97466, eccentricity = 0.86604, convex_area = 12054.00000, extent = 0.62960, type = O
area = 9962.00000, perimeter = 408.72101, major_axis_length = 165.83377, minor_axis_length = 78.49387, eccentricity = 0.88089, convex_area = 10231.00000, extent = 0.61868, type = O
area = 13241.00000, perimeter = 466.98999, major_axis_length = 193.54422, minor_axis_length = 88.05835, eccentricity = 0.89050, convex_area = 13577.00000, extent = 0.57765, type = C
area = 14096.00000, perimeter = 476.95401, major_axis_length = 198.74219, minor_axis_length = 91.36671, eccentricity = 0.88806, convex_area = 14346.00000, extent = 0.59932, type = C
area = 13789.00000, perimeter = 471.30301, major_axis_length = 198.52347, minor_axis_length = 88.71288, eccentricity = 0.89460, convex_area = 14025.00000, extent = 0.63136, type = C
area = 10899.00000, perimeter = 421.44000, major_axis_length = 173.63838, minor_axis_length = 81.15626, eccentricity = 0.88405, convex_area = 11267.00000, extent = 0.69345, type = O
area = 11617.00000, perimeter = 418.45401, major_axis_length = 167.91475, minor_axis_length = 88.90757, eccentricity = 0.84832, convex_area = 11822.00000, extent = 0.76067, type = O
area = 10975.00000, perimeter = 412.73801, major_axis_length = 169.45012, minor_axis_length = 83.24361, eccentricity = 0.87101, convex_area = 11149.00000, extent = 0.78708, type = O
area = 15552.00000, perimeter = 492.98199, major_axis_length = 198.20627, minor_axis_length = 101.64401, eccentricity = 0.85850, convex_area = 15936.00000, extent = 0.62745, type = C
area = 11689.00000, perimeter = 434.87701, major_axis_length = 183.56999, minor_axis_length = 81.76421, eccentricity = 0.89533, convex_area = 11856.00000, extent = 0.57232, type = O
area = 10309.00000, perimeter = 396.53900, major_axis_length = 161.23341, minor_axis_length = 81.93710, eccentricity = 0.86125, convex_area = 10478.00000, extent = 0.70755, type = O
area = 12633.00000, perimeter = 452.00299, major_axis_length = 186.43448, minor_axis_length = 87.42464, eccentricity = 0.88324, convex_area = 12863.00000, extent = 0.58462, type = O
area = 12483.00000, perimeter = 451.81400, major_axis_length = 189.89943, minor_axis_length = 84.86185, eccentricity = 0.89459, convex_area = 12686.00000, extent = 0.59571, type = C
area = 12556.00000, perimeter = 474.02399, major_axis_length = 207.95442, minor_axis_length = 77.71007, eccentricity = 0.92755, convex_area = 12832.00000, extent = 0.56482, type = C
area = 11088.00000, perimeter = 430.58701, major_axis_length = 184.72202, minor_axis_length = 77.01331, eccentricity = 0.90895, convex_area = 11263.00000, extent = 0.62836, type = O
area = 11454.00000, perimeter = 419.31299, major_axis_length = 174.17632, minor_axis_length = 84.37674, eccentricity = 0.87483, convex_area = 11604.00000, extent = 0.82214, type = O
area = 12798.00000, perimeter = 469.29800, major_axis_length = 202.16541, minor_axis_length = 81.58068, eccentricity = 0.91496, convex_area = 13152.00000, extent = 0.78037, type = C
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 = 13404.00000, perimeter = 468.21500, major_axis_length = 191.54842, minor_axis_length = 90.53830, eccentricity = 0.88124, convex_area = 13804.00000, extent = 0.70651, type = C
area = 11366.00000, perimeter = 423.11499, major_axis_length = 171.90665, minor_axis_length = 85.57930, eccentricity = 0.86728, convex_area = 11599.00000, extent = 0.61140, type = O
area = 16679.00000, perimeter = 528.55200, major_axis_length = 222.77959, minor_axis_length = 96.64007, eccentricity = 0.90101, convex_area = 17006.00000, extent = 0.56917, type = C
area = 16788.00000, perimeter = 533.48798, major_axis_length = 230.12933, minor_axis_length = 93.76288, eccentricity = 0.91323, convex_area = 17041.00000, extent = 0.57268, type = C
area = 12274.00000, perimeter = 441.85300, major_axis_length = 179.85391, minor_axis_length = 87.76014, eccentricity = 0.87287, convex_area = 12587.00000, extent = 0.61598, type = O
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 = 10685.00000, perimeter = 416.71701, major_axis_length = 173.27515, minor_axis_length = 79.70607, eccentricity = 0.88792, convex_area = 10871.00000, extent = 0.70668, type = O
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 = 11062.00000, perimeter = 410.09601, major_axis_length = 165.46947, minor_axis_length = 86.05539, eccentricity = 0.85412, convex_area = 11213.00000, extent = 0.63082, type = O
area = 14488.00000, perimeter = 489.81799, major_axis_length = 204.66519, minor_axis_length = 91.22495, eccentricity = 0.89517, convex_area = 14826.00000, extent = 0.63829, 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 = 11281.00000, perimeter = 407.10101, major_axis_length = 160.91008, minor_axis_length = 90.44052, eccentricity = 0.82710, convex_area = 11483.00000, extent = 0.67001, 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 = 10167.00000, perimeter = 406.82599, major_axis_length = 160.96185, minor_axis_length = 82.92120, eccentricity = 0.85709, convex_area = 10479.00000, extent = 0.66503, type = O
area = 13857.00000, perimeter = 498.02899, major_axis_length = 220.26657, minor_axis_length = 80.39958, eccentricity = 0.93100, convex_area = 14053.00000, extent = 0.50795, type = C
area = 11512.00000, perimeter = 427.56799, major_axis_length = 172.21010, minor_axis_length = 85.44306, eccentricity = 0.86823, convex_area = 11802.00000, extent = 0.69079, type = O
area = 11639.00000, perimeter = 434.60599, major_axis_length = 178.85333, minor_axis_length = 84.30604, eccentricity = 0.88194, convex_area = 11941.00000, extent = 0.69954, type = O
area = 10193.00000, perimeter = 409.79501, major_axis_length = 174.16962, minor_axis_length = 75.03091, eccentricity = 0.90245, convex_area = 10377.00000, extent = 0.75644, 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 = 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 = 12142.00000, perimeter = 443.51501, major_axis_length = 177.74475, minor_axis_length = 88.19751, eccentricity = 0.86821, convex_area = 12459.00000, extent = 0.61563, type = O
area = 12986.00000, perimeter = 462.11099, major_axis_length = 195.51758, minor_axis_length = 86.10847, eccentricity = 0.89780, convex_area = 13288.00000, extent = 0.79058, type = C
area = 12720.00000, perimeter = 449.62399, major_axis_length = 178.61478, minor_axis_length = 92.75169, eccentricity = 0.85460, convex_area = 13095.00000, extent = 0.74386, type = C
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 = 12174.00000, perimeter = 435.36801, major_axis_length = 174.20001, minor_axis_length = 90.66159, eccentricity = 0.85389, convex_area = 12471.00000, extent = 0.66387, type = O
area = 12620.00000, perimeter = 458.88699, major_axis_length = 193.89642, minor_axis_length = 84.08607, eccentricity = 0.90107, convex_area = 12866.00000, extent = 0.75253, 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 = 12831.00000, perimeter = 446.63101, major_axis_length = 181.87178, minor_axis_length = 90.23387, eccentricity = 0.86824, convex_area = 13061.00000, extent = 0.66996, type = O
area = 9571.00000, perimeter = 388.59201, major_axis_length = 160.93658, minor_axis_length = 76.43877, eccentricity = 0.88001, convex_area = 9720.00000, extent = 0.63743, type = O
area = 14560.00000, perimeter = 493.92899, major_axis_length = 209.50883, minor_axis_length = 89.21789, eccentricity = 0.90480, convex_area = 14971.00000, extent = 0.63170, type = C
area = 10610.00000, perimeter = 410.50601, major_axis_length = 171.15617, minor_axis_length = 79.34595, eccentricity = 0.88605, convex_area = 10769.00000, extent = 0.82510, type = C
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 = 16706.00000, perimeter = 533.62598, major_axis_length = 228.15617, minor_axis_length = 94.20754, eccentricity = 0.91077, convex_area = 17037.00000, extent = 0.63625, type = C
area = 14953.00000, perimeter = 503.75201, major_axis_length = 217.10368, minor_axis_length = 88.61492, eccentricity = 0.91291, convex_area = 15229.00000, extent = 0.72314, type = C
area = 14404.00000, perimeter = 486.48401, major_axis_length = 206.77576, minor_axis_length = 89.47427, eccentricity = 0.90153, convex_area = 14658.00000, extent = 0.79457, type = C
area = 11956.00000, perimeter = 438.89600, major_axis_length = 184.64371, minor_axis_length = 83.21842, eccentricity = 0.89268, convex_area = 12121.00000, extent = 0.57703, type = C
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