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COSC-4P82-Final-Project/PartB/90Cross90Mut2El/run_1/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 13760.00000, perimeter = 474.18799, major_axis_length = 198.39156, minor_axis_length = 89.04605, eccentricity = 0.89361, convex_area = 13989.00000, extent = 0.63375, type = C
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 = 14407.00000, perimeter = 482.79599, major_axis_length = 202.83234, minor_axis_length = 91.19193, eccentricity = 0.89323, convex_area = 14671.00000, extent = 0.74263, 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 = 11715.00000, perimeter = 430.37900, major_axis_length = 172.75179, minor_axis_length = 87.85531, eccentricity = 0.86102, convex_area = 12009.00000, extent = 0.77835, type = O
area = 9936.00000, perimeter = 398.27600, major_axis_length = 161.48193, minor_axis_length = 80.27461, eccentricity = 0.86769, convex_area = 10216.00000, extent = 0.67194, type = O
area = 12070.00000, perimeter = 444.45499, major_axis_length = 183.93947, minor_axis_length = 85.08071, eccentricity = 0.88659, convex_area = 12400.00000, extent = 0.68192, type = O
area = 14586.00000, perimeter = 484.05301, major_axis_length = 196.40340, minor_axis_length = 95.85622, eccentricity = 0.87281, convex_area = 14976.00000, extent = 0.77154, type = C
area = 15742.00000, perimeter = 499.98199, major_axis_length = 209.39420, minor_axis_length = 96.45911, eccentricity = 0.88758, convex_area = 15950.00000, extent = 0.75661, type = C
area = 11809.00000, perimeter = 455.08301, major_axis_length = 185.42010, minor_axis_length = 83.61376, eccentricity = 0.89255, convex_area = 12318.00000, extent = 0.64885, type = C
area = 10497.00000, perimeter = 417.50601, major_axis_length = 169.24020, minor_axis_length = 80.12229, eccentricity = 0.88083, convex_area = 10753.00000, extent = 0.58162, type = O
area = 11329.00000, perimeter = 419.40500, major_axis_length = 173.39046, minor_axis_length = 84.34583, eccentricity = 0.87371, convex_area = 11560.00000, extent = 0.80325, type = O
area = 14470.00000, perimeter = 489.78601, major_axis_length = 207.36266, minor_axis_length = 89.81264, eccentricity = 0.90134, convex_area = 14724.00000, extent = 0.61962, type = C
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 = 11838.00000, perimeter = 440.25601, major_axis_length = 181.32327, minor_axis_length = 83.83839, eccentricity = 0.88669, convex_area = 12165.00000, extent = 0.60152, type = C
area = 11802.00000, perimeter = 430.05200, major_axis_length = 175.27475, minor_axis_length = 86.66317, eccentricity = 0.86921, convex_area = 12024.00000, extent = 0.62126, type = O
area = 11119.00000, perimeter = 427.04599, major_axis_length = 178.81313, minor_axis_length = 80.61784, eccentricity = 0.89260, convex_area = 11420.00000, extent = 0.79071, type = O
area = 11817.00000, perimeter = 426.60199, major_axis_length = 179.56543, minor_axis_length = 84.24079, eccentricity = 0.88313, convex_area = 11977.00000, extent = 0.65738, type = O
area = 15226.00000, perimeter = 500.17001, major_axis_length = 205.31500, minor_axis_length = 96.17769, eccentricity = 0.88350, convex_area = 15594.00000, extent = 0.79343, type = C
area = 14229.00000, perimeter = 485.11899, major_axis_length = 206.59769, minor_axis_length = 88.72133, eccentricity = 0.90310, convex_area = 14455.00000, extent = 0.74517, type = C
area = 14162.00000, perimeter = 480.25299, major_axis_length = 202.89592, minor_axis_length = 89.48753, eccentricity = 0.89748, convex_area = 14414.00000, extent = 0.58402, type = C
area = 13013.00000, perimeter = 470.95599, major_axis_length = 197.69464, minor_axis_length = 84.80590, eccentricity = 0.90332, convex_area = 13376.00000, extent = 0.57564, type = C
area = 13923.00000, perimeter = 462.70001, major_axis_length = 189.52571, minor_axis_length = 94.52522, eccentricity = 0.86675, convex_area = 14186.00000, extent = 0.72995, type = O
area = 12899.00000, perimeter = 456.00000, major_axis_length = 184.99937, minor_axis_length = 90.23585, eccentricity = 0.87298, convex_area = 13167.00000, extent = 0.68364, type = O
area = 11756.00000, perimeter = 438.77499, major_axis_length = 184.13535, minor_axis_length = 82.26664, eccentricity = 0.89465, convex_area = 11969.00000, extent = 0.65676, type = O
area = 9225.00000, perimeter = 387.82401, major_axis_length = 163.40498, minor_axis_length = 72.74552, eccentricity = 0.89544, convex_area = 9422.00000, extent = 0.58505, type = O
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 = 11259.00000, perimeter = 421.50500, major_axis_length = 172.21184, minor_axis_length = 84.22155, eccentricity = 0.87225, convex_area = 11522.00000, extent = 0.79367, type = O
area = 16898.00000, perimeter = 526.94397, major_axis_length = 217.87180, minor_axis_length = 100.34503, eccentricity = 0.88762, convex_area = 17274.00000, extent = 0.62446, 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 = 12373.00000, perimeter = 438.88101, major_axis_length = 175.82730, minor_axis_length = 90.91232, eccentricity = 0.85595, convex_area = 12622.00000, extent = 0.76818, type = O
area = 13728.00000, perimeter = 488.10199, major_axis_length = 208.97412, minor_axis_length = 84.64085, eccentricity = 0.91430, convex_area = 14052.00000, extent = 0.55794, type = C
area = 11052.00000, perimeter = 418.95001, major_axis_length = 170.46645, minor_axis_length = 83.59332, eccentricity = 0.87151, convex_area = 11338.00000, extent = 0.70198, type = O
area = 10612.00000, perimeter = 413.85599, major_axis_length = 169.87917, minor_axis_length = 80.89677, eccentricity = 0.87934, convex_area = 10924.00000, extent = 0.67199, type = O
area = 13919.00000, perimeter = 472.22800, major_axis_length = 194.68640, minor_axis_length = 91.62576, eccentricity = 0.88233, convex_area = 14169.00000, extent = 0.70139, type = C
area = 10795.00000, perimeter = 411.29999, major_axis_length = 168.38956, minor_axis_length = 82.64345, eccentricity = 0.87128, convex_area = 11029.00000, extent = 0.76043, type = O
area = 11234.00000, perimeter = 425.93100, major_axis_length = 176.30199, minor_axis_length = 82.10153, eccentricity = 0.88495, convex_area = 11452.00000, extent = 0.65558, type = O
area = 10369.00000, perimeter = 402.98300, major_axis_length = 159.28703, minor_axis_length = 84.89051, eccentricity = 0.84615, convex_area = 10723.00000, extent = 0.63754, type = O
area = 13344.00000, perimeter = 469.52802, major_axis_length = 196.68790, minor_axis_length = 87.38164, eccentricity = 0.89590, convex_area = 13609.00000, extent = 0.59914, 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 = 14274.00000, perimeter = 499.08801, major_axis_length = 214.40253, minor_axis_length = 85.24677, eccentricity = 0.91756, convex_area = 14559.00000, extent = 0.65673, type = C
area = 11916.00000, perimeter = 432.68100, major_axis_length = 176.15498, minor_axis_length = 87.22030, eccentricity = 0.86882, convex_area = 12189.00000, extent = 0.64687, type = O
area = 11915.00000, perimeter = 433.28400, major_axis_length = 178.52290, minor_axis_length = 86.50726, eccentricity = 0.87475, convex_area = 12101.00000, extent = 0.62631, type = O
area = 12683.00000, perimeter = 448.63699, major_axis_length = 186.15756, minor_axis_length = 87.55859, eccentricity = 0.88248, convex_area = 12847.00000, extent = 0.59095, type = O
area = 12752.00000, perimeter = 453.49500, major_axis_length = 185.51085, minor_axis_length = 89.19170, eccentricity = 0.87684, convex_area = 13105.00000, extent = 0.68317, type = O
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 = 13104.00000, perimeter = 476.98901, major_axis_length = 202.42511, minor_axis_length = 83.61329, eccentricity = 0.91070, convex_area = 13464.00000, extent = 0.53882, type = C
area = 12712.00000, perimeter = 470.56201, major_axis_length = 202.19714, minor_axis_length = 81.30088, eccentricity = 0.91560, convex_area = 13053.00000, extent = 0.81487, type = C
area = 14747.00000, perimeter = 494.94199, major_axis_length = 209.20590, minor_axis_length = 90.64754, eccentricity = 0.90125, convex_area = 15124.00000, extent = 0.55603, type = C
area = 14064.00000, perimeter = 486.89001, major_axis_length = 204.16307, minor_axis_length = 88.52142, eccentricity = 0.90111, convex_area = 14388.00000, extent = 0.64838, type = C
area = 11883.00000, perimeter = 438.21899, major_axis_length = 178.86168, minor_axis_length = 86.56590, eccentricity = 0.87508, convex_area = 12204.00000, extent = 0.67128, type = O
area = 14729.00000, perimeter = 496.93900, major_axis_length = 209.52042, minor_axis_length = 90.88716, eccentricity = 0.90102, convex_area = 15131.00000, extent = 0.61208, type = C
area = 15557.00000, perimeter = 509.02200, major_axis_length = 211.93355, minor_axis_length = 94.75860, eccentricity = 0.89448, convex_area = 16075.00000, extent = 0.64312, type = C
area = 11314.00000, perimeter = 424.08499, major_axis_length = 178.78316, minor_axis_length = 81.83676, eccentricity = 0.88908, convex_area = 11482.00000, extent = 0.76045, 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 = 11958.00000, perimeter = 444.92700, major_axis_length = 187.75836, minor_axis_length = 81.88332, eccentricity = 0.89989, convex_area = 12240.00000, extent = 0.72667, type = C
area = 12700.00000, perimeter = 452.42801, major_axis_length = 185.61023, minor_axis_length = 88.25030, eccentricity = 0.87974, convex_area = 12910.00000, extent = 0.68075, type = O
area = 15368.00000, perimeter = 503.30701, major_axis_length = 209.41850, minor_axis_length = 94.39367, eccentricity = 0.89265, convex_area = 15709.00000, extent = 0.64033, 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 = 15967.00000, perimeter = 511.61499, major_axis_length = 211.69078, minor_axis_length = 96.97523, eccentricity = 0.88890, convex_area = 16329.00000, extent = 0.58668, type = C
area = 14969.00000, perimeter = 494.41699, major_axis_length = 207.20992, minor_axis_length = 92.91051, eccentricity = 0.89384, convex_area = 15286.00000, extent = 0.63970, type = C
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 = 16094.00000, perimeter = 509.97900, major_axis_length = 215.54759, minor_axis_length = 95.61666, eccentricity = 0.89623, convex_area = 16403.00000, extent = 0.75879, type = C
area = 12022.00000, perimeter = 431.23099, major_axis_length = 176.25049, minor_axis_length = 87.95138, eccentricity = 0.86659, convex_area = 12205.00000, extent = 0.78534, type = O
area = 13635.00000, perimeter = 455.54599, major_axis_length = 189.43158, minor_axis_length = 92.07764, eccentricity = 0.87392, convex_area = 13785.00000, extent = 0.74852, type = O
area = 11964.00000, perimeter = 447.50601, major_axis_length = 191.44385, minor_axis_length = 80.27491, eccentricity = 0.90784, convex_area = 12166.00000, extent = 0.75468, type = O
area = 9972.00000, perimeter = 397.63800, major_axis_length = 165.39958, minor_axis_length = 77.70962, eccentricity = 0.88276, convex_area = 10230.00000, extent = 0.79522, type = O
area = 12053.00000, perimeter = 440.97800, major_axis_length = 180.09575, minor_axis_length = 86.76285, eccentricity = 0.87630, convex_area = 12351.00000, extent = 0.59049, type = O
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
area = 14608.00000, perimeter = 483.16101, major_axis_length = 201.03494, minor_axis_length = 93.46073, eccentricity = 0.88536, convex_area = 14845.00000, extent = 0.65501, type = O
area = 12445.00000, perimeter = 440.57700, major_axis_length = 184.65521, minor_axis_length = 86.31020, eccentricity = 0.88404, convex_area = 12597.00000, extent = 0.67230, type = O
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 = 9903.00000, perimeter = 398.66800, major_axis_length = 163.00584, minor_axis_length = 79.13223, eccentricity = 0.87426, convex_area = 10152.00000, extent = 0.59442, type = O
area = 11329.00000, perimeter = 414.61700, major_axis_length = 168.91350, minor_axis_length = 86.12176, eccentricity = 0.86026, convex_area = 11540.00000, extent = 0.78412, type = O
area = 11766.00000, perimeter = 423.98099, major_axis_length = 171.20862, minor_axis_length = 88.11246, eccentricity = 0.85740, convex_area = 11954.00000, extent = 0.63918, type = O
area = 10523.00000, perimeter = 429.05701, major_axis_length = 173.88426, minor_axis_length = 78.85679, eccentricity = 0.89126, convex_area = 11003.00000, extent = 0.58657, type = O
area = 15700.00000, perimeter = 525.80902, major_axis_length = 224.03888, minor_axis_length = 90.31892, eccentricity = 0.91514, convex_area = 16308.00000, extent = 0.67617, type = C
area = 10128.00000, perimeter = 403.72501, major_axis_length = 166.96295, minor_axis_length = 78.24747, eccentricity = 0.88338, convex_area = 10383.00000, extent = 0.67224, type = O
area = 13567.00000, perimeter = 481.09500, major_axis_length = 206.62842, minor_axis_length = 84.00917, eccentricity = 0.91362, convex_area = 13818.00000, extent = 0.60111, type = C
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area = 10916.00000, perimeter = 416.32901, major_axis_length = 172.50725, minor_axis_length = 81.98931, eccentricity = 0.87983, convex_area = 11093.00000, extent = 0.72148, type = O
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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 = 16990.00000, perimeter = 535.33899, major_axis_length = 224.08717, minor_axis_length = 98.66264, eccentricity = 0.89786, convex_area = 17371.00000, extent = 0.60091, type = C
area = 11115.00000, perimeter = 424.73001, major_axis_length = 177.78542, minor_axis_length = 80.54494, eccentricity = 0.89149, convex_area = 11318.00000, extent = 0.73463, type = O
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area = 12040.00000, perimeter = 441.02301, major_axis_length = 182.75281, minor_axis_length = 85.15115, eccentricity = 0.88482, convex_area = 12372.00000, extent = 0.74741, type = C
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area = 14314.00000, perimeter = 484.73099, major_axis_length = 206.86554, minor_axis_length = 88.56290, eccentricity = 0.90372, convex_area = 14536.00000, extent = 0.75337, type = C
area = 10949.00000, perimeter = 420.17001, major_axis_length = 176.24953, minor_axis_length = 79.89092, eccentricity = 0.89137, convex_area = 11132.00000, extent = 0.57901, type = O
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area = 12231.00000, perimeter = 450.55899, major_axis_length = 187.54214, minor_axis_length = 84.03810, eccentricity = 0.89398, convex_area = 12504.00000, extent = 0.70716, type = O
area = 10809.00000, perimeter = 426.05399, major_axis_length = 176.31656, minor_axis_length = 79.29939, eccentricity = 0.89315, convex_area = 11121.00000, extent = 0.74896, type = O
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area = 13626.00000, perimeter = 469.34299, major_axis_length = 191.38023, minor_axis_length = 92.17392, eccentricity = 0.87638, convex_area = 13931.00000, extent = 0.60722, type = O
area = 12544.00000, perimeter = 442.17200, major_axis_length = 178.02271, minor_axis_length = 90.75763, eccentricity = 0.86029, convex_area = 12835.00000, extent = 0.77075, type = O
area = 14209.00000, perimeter = 496.27200, major_axis_length = 208.82291, minor_axis_length = 87.75803, eccentricity = 0.90741, convex_area = 14667.00000, extent = 0.56573, type = C
area = 13413.00000, perimeter = 475.39001, major_axis_length = 196.85678, minor_axis_length = 87.78819, eccentricity = 0.89506, convex_area = 13917.00000, extent = 0.57101, type = C
area = 11852.00000, perimeter = 446.07700, major_axis_length = 192.05428, minor_axis_length = 79.09919, eccentricity = 0.91125, convex_area = 12029.00000, extent = 0.71700, 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 = 16934.00000, perimeter = 533.08600, major_axis_length = 225.30267, minor_axis_length = 96.45010, eccentricity = 0.90374, convex_area = 17323.00000, extent = 0.75262, type = C
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area = 11702.00000, perimeter = 432.77399, major_axis_length = 177.72461, minor_axis_length = 84.66332, eccentricity = 0.87924, convex_area = 11975.00000, extent = 0.59716, type = C
area = 10788.00000, perimeter = 414.90701, major_axis_length = 169.60159, minor_axis_length = 82.25015, eccentricity = 0.87454, convex_area = 11083.00000, extent = 0.64832, type = O
area = 12886.00000, perimeter = 455.51801, major_axis_length = 189.85989, minor_axis_length = 87.49918, eccentricity = 0.88747, convex_area = 13080.00000, extent = 0.59230, type = C
area = 12081.00000, perimeter = 431.52100, major_axis_length = 173.52229, minor_axis_length = 89.55707, eccentricity = 0.85652, convex_area = 12315.00000, extent = 0.78043, type = O
area = 10516.00000, perimeter = 423.39999, major_axis_length = 175.92067, minor_axis_length = 77.73805, eccentricity = 0.89707, convex_area = 10787.00000, extent = 0.63687, type = O
area = 17338.00000, perimeter = 530.04401, major_axis_length = 222.08437, minor_axis_length = 100.54912, eccentricity = 0.89164, convex_area = 17725.00000, extent = 0.79245, type = C
area = 15757.00000, perimeter = 509.28101, major_axis_length = 207.29668, minor_axis_length = 98.33614, eccentricity = 0.88032, convex_area = 16150.00000, extent = 0.58971, type = C
area = 9768.00000, perimeter = 413.55801, major_axis_length = 179.79776, minor_axis_length = 69.92797, eccentricity = 0.92127, convex_area = 9943.00000, extent = 0.70253, type = O
area = 10781.00000, perimeter = 414.95499, major_axis_length = 169.73618, minor_axis_length = 82.24104, eccentricity = 0.87478, convex_area = 11069.00000, extent = 0.69934, type = O
area = 12770.00000, perimeter = 458.30200, major_axis_length = 196.63278, minor_axis_length = 83.19528, eccentricity = 0.90608, convex_area = 12949.00000, extent = 0.60287, type = C
area = 13942.00000, perimeter = 502.03101, major_axis_length = 214.33798, minor_axis_length = 83.71970, eccentricity = 0.92056, convex_area = 14273.00000, extent = 0.64451, 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 = 16431.00000, perimeter = 509.38501, major_axis_length = 208.05287, minor_axis_length = 101.96149, eccentricity = 0.87168, convex_area = 16875.00000, extent = 0.73222, type = C
area = 15252.00000, perimeter = 502.59100, major_axis_length = 211.63116, minor_axis_length = 92.19616, eccentricity = 0.90012, convex_area = 15495.00000, extent = 0.57446, type = C
area = 11780.00000, perimeter = 435.67099, major_axis_length = 181.69832, minor_axis_length = 83.58512, eccentricity = 0.88791, convex_area = 11975.00000, extent = 0.80796, type = O
area = 11304.00000, perimeter = 419.18100, major_axis_length = 171.37912, minor_axis_length = 84.67481, eccentricity = 0.86942, convex_area = 11504.00000, extent = 0.72092, type = O
area = 13678.00000, perimeter = 472.12299, major_axis_length = 200.25354, minor_axis_length = 88.02669, eccentricity = 0.89821, convex_area = 13879.00000, extent = 0.57884, type = C
area = 14471.00000, perimeter = 491.34201, major_axis_length = 200.41316, minor_axis_length = 92.81940, eccentricity = 0.88629, convex_area = 14736.00000, extent = 0.58597, type = C
area = 14466.00000, perimeter = 497.84000, major_axis_length = 204.40955, minor_axis_length = 91.21478, eccentricity = 0.89492, convex_area = 14885.00000, extent = 0.65650, type = C
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