COSC_4P82_Assignment_1/PartB/90Cross90Mut2El/run_5/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 10691.00000, perimeter = 407.08701, major_axis_length = 163.29175, minor_axis_length = 84.58920, eccentricity = 0.85537, convex_area = 10921.00000, extent = 0.61210, type = O
area = 15080.00000, perimeter = 500.00601, major_axis_length = 209.58928, minor_axis_length = 92.79666, eccentricity = 0.89664, convex_area = 15614.00000, extent = 0.73232, type = C
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 = 11681.00000, perimeter = 422.04901, major_axis_length = 174.08575, minor_axis_length = 85.92032, eccentricity = 0.86972, convex_area = 11832.00000, extent = 0.60902, type = O
area = 15209.00000, perimeter = 496.56500, major_axis_length = 214.05008, minor_axis_length = 91.02632, eccentricity = 0.90507, convex_area = 15395.00000, extent = 0.56937, 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 = 11136.00000, perimeter = 427.10999, major_axis_length = 175.65308, minor_axis_length = 81.91878, eccentricity = 0.88459, convex_area = 11474.00000, extent = 0.57438, type = O
area = 10727.00000, perimeter = 425.90201, major_axis_length = 178.71443, minor_axis_length = 77.53144, eccentricity = 0.90100, convex_area = 10960.00000, extent = 0.56434, type = C
area = 10453.00000, perimeter = 411.44800, major_axis_length = 175.73219, minor_axis_length = 76.61852, eccentricity = 0.89995, convex_area = 10589.00000, extent = 0.80563, type = O
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 = 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 = 14734.00000, perimeter = 498.70700, major_axis_length = 211.00096, minor_axis_length = 90.11148, eccentricity = 0.90422, convex_area = 15171.00000, extent = 0.78460, type = C
area = 9772.00000, perimeter = 394.98300, major_axis_length = 155.29265, minor_axis_length = 82.31694, eccentricity = 0.84795, convex_area = 10154.00000, extent = 0.69128, type = O
area = 12209.00000, perimeter = 445.88901, major_axis_length = 184.87573, minor_axis_length = 85.02141, eccentricity = 0.88798, convex_area = 12418.00000, extent = 0.61740, type = O
area = 11237.00000, perimeter = 429.53000, major_axis_length = 179.38393, minor_axis_length = 80.49435, eccentricity = 0.89367, convex_area = 11430.00000, extent = 0.59043, type = O
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 = 12020.00000, perimeter = 425.73401, major_axis_length = 175.54869, minor_axis_length = 87.59830, eccentricity = 0.86660, convex_area = 12176.00000, extent = 0.64686, type = O
area = 11889.00000, perimeter = 426.64700, major_axis_length = 172.26799, minor_axis_length = 89.44281, eccentricity = 0.85465, convex_area = 12162.00000, extent = 0.61157, type = O
area = 11638.00000, perimeter = 451.00900, major_axis_length = 195.03613, minor_axis_length = 76.92903, eccentricity = 0.91892, convex_area = 11843.00000, extent = 0.54060, type = C
area = 10148.00000, perimeter = 408.22800, major_axis_length = 168.72536, minor_axis_length = 77.14333, eccentricity = 0.88936, convex_area = 10409.00000, extent = 0.58325, type = O
area = 10572.00000, perimeter = 412.25201, major_axis_length = 163.65118, minor_axis_length = 84.48180, eccentricity = 0.85645, convex_area = 10911.00000, extent = 0.66220, type = O
area = 10810.00000, perimeter = 418.20499, major_axis_length = 173.54800, minor_axis_length = 80.10409, eccentricity = 0.88711, convex_area = 11047.00000, extent = 0.73522, type = O
area = 14709.00000, perimeter = 515.84998, major_axis_length = 222.72284, minor_axis_length = 85.43156, eccentricity = 0.92351, convex_area = 14941.00000, extent = 0.52480, type = C
area = 10559.00000, perimeter = 411.08801, major_axis_length = 160.05302, minor_axis_length = 86.12353, eccentricity = 0.84289, convex_area = 10889.00000, extent = 0.62672, type = O
area = 16067.00000, perimeter = 526.42499, major_axis_length = 228.94226, minor_axis_length = 90.14622, eccentricity = 0.91922, convex_area = 16370.00000, extent = 0.55586, type = C
area = 13217.00000, perimeter = 471.75101, major_axis_length = 194.13132, minor_axis_length = 88.09218, eccentricity = 0.89112, convex_area = 13520.00000, extent = 0.57209, type = O
area = 14329.00000, perimeter = 486.27701, major_axis_length = 206.57230, minor_axis_length = 89.21240, eccentricity = 0.90194, convex_area = 14588.00000, extent = 0.81276, type = C
area = 11940.00000, perimeter = 423.67499, major_axis_length = 168.63402, minor_axis_length = 91.36427, eccentricity = 0.84051, convex_area = 12191.00000, extent = 0.66400, type = O
area = 9593.00000, perimeter = 396.04999, major_axis_length = 162.59073, minor_axis_length = 75.99918, eccentricity = 0.88403, convex_area = 9828.00000, extent = 0.74480, type = O
area = 12758.00000, perimeter = 456.63800, major_axis_length = 190.36832, minor_axis_length = 86.16264, eccentricity = 0.89171, convex_area = 13177.00000, extent = 0.70335, type = C
area = 11100.00000, perimeter = 416.35699, major_axis_length = 160.55812, minor_axis_length = 90.10117, eccentricity = 0.82770, convex_area = 11456.00000, extent = 0.63625, type = O
area = 13875.00000, perimeter = 490.83801, major_axis_length = 207.13223, minor_axis_length = 87.32526, eccentricity = 0.90679, convex_area = 14243.00000, extent = 0.57563, type = C
area = 10536.00000, perimeter = 425.36700, major_axis_length = 182.95021, minor_axis_length = 73.86765, eccentricity = 0.91487, convex_area = 10704.00000, extent = 0.75043, type = O
area = 11553.00000, perimeter = 432.47800, major_axis_length = 177.96440, minor_axis_length = 84.06338, eccentricity = 0.88141, convex_area = 11845.00000, extent = 0.58155, type = O
area = 10536.00000, perimeter = 397.49899, major_axis_length = 160.96791, minor_axis_length = 83.69868, eccentricity = 0.85418, convex_area = 10711.00000, extent = 0.67538, type = O
area = 10040.00000, perimeter = 394.71301, major_axis_length = 157.88472, minor_axis_length = 81.77408, eccentricity = 0.85542, convex_area = 10231.00000, extent = 0.62636, type = O
area = 11044.00000, perimeter = 420.21899, major_axis_length = 165.99222, minor_axis_length = 87.13152, eccentricity = 0.85116, convex_area = 11328.00000, extent = 0.61294, type = O
area = 14706.00000, perimeter = 503.30701, major_axis_length = 212.68402, minor_axis_length = 89.08659, eccentricity = 0.90805, convex_area = 15074.00000, extent = 0.59596, type = C
area = 14146.00000, perimeter = 504.35599, major_axis_length = 214.06288, minor_axis_length = 85.74496, eccentricity = 0.91627, convex_area = 14716.00000, extent = 0.62527, type = C
area = 13166.00000, perimeter = 465.96701, major_axis_length = 195.90541, minor_axis_length = 86.00590, eccentricity = 0.89848, convex_area = 13383.00000, extent = 0.65800, type = O
area = 10787.00000, perimeter = 401.25500, major_axis_length = 160.01788, minor_axis_length = 86.63780, eccentricity = 0.84075, convex_area = 11010.00000, extent = 0.65835, type = O
area = 12848.00000, perimeter = 455.64499, major_axis_length = 184.63605, minor_axis_length = 90.01098, eccentricity = 0.87312, convex_area = 13227.00000, extent = 0.69016, type = O
area = 16865.00000, perimeter = 517.74701, major_axis_length = 210.47945, minor_axis_length = 103.80494, eccentricity = 0.86993, convex_area = 17234.00000, extent = 0.65020, type = C
area = 14952.00000, perimeter = 488.63000, major_axis_length = 203.00296, minor_axis_length = 94.55453, eccentricity = 0.88490, convex_area = 15187.00000, extent = 0.61561, type = C
area = 16059.00000, perimeter = 522.72400, major_axis_length = 217.85014, minor_axis_length = 95.15388, eccentricity = 0.89957, convex_area = 16675.00000, extent = 0.68846, type = C
area = 10818.00000, perimeter = 416.76801, major_axis_length = 175.70876, minor_axis_length = 78.83266, eccentricity = 0.89370, convex_area = 10987.00000, extent = 0.63449, type = O
area = 12287.00000, perimeter = 451.20700, major_axis_length = 190.11932, minor_axis_length = 83.28187, eccentricity = 0.89895, convex_area = 12599.00000, extent = 0.59001, type = O
area = 12101.00000, perimeter = 435.92899, major_axis_length = 178.39732, minor_axis_length = 86.98376, eccentricity = 0.87308, convex_area = 12302.00000, extent = 0.74058, type = O
area = 11642.00000, perimeter = 427.95599, major_axis_length = 171.07895, minor_axis_length = 87.56867, eccentricity = 0.85907, convex_area = 11946.00000, extent = 0.73637, type = O
area = 15764.00000, perimeter = 513.84399, major_axis_length = 212.16507, minor_axis_length = 95.95991, eccentricity = 0.89187, convex_area = 16258.00000, extent = 0.60470, type = C
area = 9495.00000, perimeter = 386.59000, major_axis_length = 160.57245, minor_axis_length = 75.85518, eccentricity = 0.88138, convex_area = 9640.00000, extent = 0.66894, type = O
area = 10201.00000, perimeter = 403.30701, major_axis_length = 166.23384, minor_axis_length = 78.98984, eccentricity = 0.87989, convex_area = 10432.00000, extent = 0.60971, type = O
area = 11295.00000, perimeter = 430.62000, major_axis_length = 179.13637, minor_axis_length = 81.18504, eccentricity = 0.89141, convex_area = 11516.00000, extent = 0.69125, type = O
area = 12262.00000, perimeter = 443.16699, major_axis_length = 190.67964, minor_axis_length = 82.12513, eccentricity = 0.90250, convex_area = 12404.00000, extent = 0.61817, type = O
area = 13524.00000, perimeter = 472.73499, major_axis_length = 192.08578, minor_axis_length = 91.37777, eccentricity = 0.87960, convex_area = 13947.00000, extent = 0.59630, type = O
area = 10398.00000, perimeter = 405.67899, major_axis_length = 162.22716, minor_axis_length = 82.39346, eccentricity = 0.86142, convex_area = 10658.00000, extent = 0.64472, type = O
area = 10579.00000, perimeter = 405.12201, major_axis_length = 167.29333, minor_axis_length = 81.34565, eccentricity = 0.87382, convex_area = 10750.00000, extent = 0.79637, type = O
area = 10910.00000, perimeter = 413.09500, major_axis_length = 165.88043, minor_axis_length = 85.08663, eccentricity = 0.85842, convex_area = 11243.00000, extent = 0.70771, type = O
area = 13998.00000, perimeter = 486.37601, major_axis_length = 204.20380, minor_axis_length = 88.51288, eccentricity = 0.90118, convex_area = 14401.00000, extent = 0.54688, type = C
area = 13637.00000, perimeter = 482.51099, major_axis_length = 205.19894, minor_axis_length = 85.42422, eccentricity = 0.90923, convex_area = 13952.00000, extent = 0.55661, type = C
area = 12549.00000, perimeter = 448.84799, major_axis_length = 175.84604, minor_axis_length = 92.87819, eccentricity = 0.84913, convex_area = 12989.00000, extent = 0.66499, type = O
area = 11960.00000, perimeter = 440.94199, major_axis_length = 182.05344, minor_axis_length = 84.72266, eccentricity = 0.88511, convex_area = 12191.00000, extent = 0.62651, type = O
area = 14242.00000, perimeter = 495.73901, major_axis_length = 210.68092, minor_axis_length = 87.42849, eccentricity = 0.90983, convex_area = 14549.00000, extent = 0.64095, type = C
area = 12563.00000, perimeter = 444.86899, major_axis_length = 183.22375, minor_axis_length = 88.04948, eccentricity = 0.87696, convex_area = 12767.00000, extent = 0.76697, type = O
area = 12243.00000, perimeter = 449.62399, major_axis_length = 191.07899, minor_axis_length = 82.63934, eccentricity = 0.90164, convex_area = 12464.00000, extent = 0.79973, type = C
area = 12675.00000, perimeter = 453.35199, major_axis_length = 191.33682, minor_axis_length = 85.13000, eccentricity = 0.89557, convex_area = 12856.00000, extent = 0.57185, type = O
area = 16182.00000, perimeter = 509.92200, major_axis_length = 211.16502, minor_axis_length = 98.31332, eccentricity = 0.88501, convex_area = 16522.00000, extent = 0.74813, 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 = 13569.00000, perimeter = 490.54199, major_axis_length = 209.84949, minor_axis_length = 83.40636, eccentricity = 0.91762, convex_area = 14061.00000, extent = 0.53004, type = C
area = 14572.00000, perimeter = 497.55099, major_axis_length = 211.08046, minor_axis_length = 88.70968, eccentricity = 0.90740, convex_area = 14926.00000, extent = 0.62659, type = C
area = 15953.00000, perimeter = 522.18597, major_axis_length = 220.75523, minor_axis_length = 93.04210, eccentricity = 0.90684, convex_area = 16307.00000, extent = 0.78936, type = C
area = 11200.00000, perimeter = 428.16699, major_axis_length = 176.10751, minor_axis_length = 82.36244, eccentricity = 0.88390, convex_area = 11424.00000, extent = 0.58425, type = O
area = 12274.00000, perimeter = 453.12900, major_axis_length = 190.98404, minor_axis_length = 82.71131, eccentricity = 0.90136, convex_area = 12466.00000, extent = 0.56035, type = O
area = 15559.00000, perimeter = 514.27899, major_axis_length = 221.11908, minor_axis_length = 90.46384, eccentricity = 0.91248, convex_area = 15903.00000, extent = 0.77578, type = C
area = 13959.00000, perimeter = 477.26300, major_axis_length = 200.49440, minor_axis_length = 89.45984, eccentricity = 0.89494, convex_area = 14242.00000, extent = 0.71574, type = C
area = 11472.00000, perimeter = 420.25699, major_axis_length = 174.82526, minor_axis_length = 83.87502, eccentricity = 0.87740, convex_area = 11617.00000, extent = 0.74224, type = O
area = 13680.00000, perimeter = 473.08600, major_axis_length = 194.94038, minor_axis_length = 91.22505, eccentricity = 0.88375, convex_area = 14077.00000, extent = 0.77949, type = C
area = 10673.00000, perimeter = 404.13800, major_axis_length = 162.79039, minor_axis_length = 84.19616, eccentricity = 0.85586, convex_area = 10869.00000, extent = 0.73892, type = O
area = 10595.00000, perimeter = 407.26700, major_axis_length = 166.13063, minor_axis_length = 82.56895, eccentricity = 0.86774, convex_area = 10849.00000, extent = 0.64271, type = O
area = 12831.00000, perimeter = 452.72000, major_axis_length = 184.24652, minor_axis_length = 89.26257, eccentricity = 0.87481, convex_area = 13073.00000, extent = 0.61123, 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 = 13501.00000, perimeter = 485.75601, major_axis_length = 205.77101, minor_axis_length = 84.90839, eccentricity = 0.91090, convex_area = 13896.00000, extent = 0.65852, type = C
area = 12235.00000, perimeter = 443.45599, major_axis_length = 187.66254, minor_axis_length = 83.75172, eccentricity = 0.89489, convex_area = 12442.00000, extent = 0.65833, type = O
area = 15375.00000, perimeter = 515.42297, major_axis_length = 215.99930, minor_axis_length = 91.61694, eccentricity = 0.90559, convex_area = 15780.00000, extent = 0.59760, 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 = 10061.00000, perimeter = 393.38300, major_axis_length = 160.87691, minor_axis_length = 80.60933, eccentricity = 0.86541, convex_area = 10242.00000, extent = 0.62005, type = O
area = 9908.00000, perimeter = 432.76901, major_axis_length = 188.18768, minor_axis_length = 67.69534, eccentricity = 0.93306, convex_area = 10205.00000, extent = 0.61168, type = C
area = 12051.00000, perimeter = 423.22699, major_axis_length = 168.01328, minor_axis_length = 92.19842, eccentricity = 0.83598, convex_area = 12216.00000, extent = 0.76602, type = O
area = 13313.00000, perimeter = 470.90701, major_axis_length = 198.21494, minor_axis_length = 86.27213, eccentricity = 0.90031, convex_area = 13560.00000, extent = 0.57697, type = C
area = 13907.00000, perimeter = 485.72000, major_axis_length = 202.58109, minor_axis_length = 89.20242, eccentricity = 0.89784, convex_area = 14358.00000, extent = 0.55572, type = C
area = 12495.00000, perimeter = 458.40701, major_axis_length = 187.60420, minor_axis_length = 87.02570, eccentricity = 0.88590, convex_area = 12993.00000, extent = 0.67493, 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 = 11719.00000, perimeter = 436.42499, major_axis_length = 180.11569, minor_axis_length = 83.87120, eccentricity = 0.88497, convex_area = 11922.00000, extent = 0.68332, type = O
area = 14498.00000, perimeter = 496.54999, major_axis_length = 200.71027, minor_axis_length = 93.57654, eccentricity = 0.88467, convex_area = 15053.00000, extent = 0.65306, type = O
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 = 14988.00000, perimeter = 491.70700, major_axis_length = 205.06067, minor_axis_length = 94.85704, eccentricity = 0.88658, convex_area = 15270.00000, extent = 0.58201, type = C
area = 13204.00000, perimeter = 473.81601, major_axis_length = 203.77466, minor_axis_length = 83.10990, eccentricity = 0.91305, convex_area = 13430.00000, extent = 0.59307, type = C
area = 10260.00000, perimeter = 417.00000, major_axis_length = 172.99356, minor_axis_length = 76.90769, eccentricity = 0.89574, convex_area = 10527.00000, extent = 0.58824, type = O
area = 13189.00000, perimeter = 482.36700, major_axis_length = 203.71744, minor_axis_length = 84.41487, eccentricity = 0.91011, convex_area = 13635.00000, extent = 0.59636, type = C
area = 15521.00000, perimeter = 506.04800, major_axis_length = 209.51799, minor_axis_length = 95.46242, eccentricity = 0.89017, convex_area = 15956.00000, extent = 0.57845, type = C
area = 13862.00000, perimeter = 482.21399, major_axis_length = 199.17963, minor_axis_length = 89.91952, eccentricity = 0.89230, convex_area = 14218.00000, extent = 0.57590, type = C
area = 15198.00000, perimeter = 499.62601, major_axis_length = 210.63348, minor_axis_length = 92.94599, eccentricity = 0.89737, convex_area = 15521.00000, extent = 0.74610, type = C
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 = 10241.00000, perimeter = 411.94699, major_axis_length = 167.74768, minor_axis_length = 79.10551, eccentricity = 0.88183, convex_area = 10486.00000, extent = 0.58975, type = O
area = 12411.00000, perimeter = 443.55499, major_axis_length = 178.22722, minor_axis_length = 90.22404, eccentricity = 0.86240, convex_area = 12780.00000, extent = 0.64053, type = O
area = 14640.00000, perimeter = 501.32401, major_axis_length = 210.29160, minor_axis_length = 90.33173, eccentricity = 0.90304, convex_area = 15119.00000, extent = 0.58654, type = C
area = 14055.00000, perimeter = 488.74899, major_axis_length = 207.75175, minor_axis_length = 87.25033, eccentricity = 0.90754, convex_area = 14484.00000, extent = 0.55008, type = C
area = 13424.00000, perimeter = 461.46899, major_axis_length = 186.50674, minor_axis_length = 92.67175, eccentricity = 0.86782, convex_area = 13702.00000, extent = 0.67552, type = C
area = 14352.00000, perimeter = 484.08401, major_axis_length = 203.49686, minor_axis_length = 91.26853, eccentricity = 0.89378, convex_area = 14656.00000, extent = 0.56806, type = C
area = 16582.00000, perimeter = 532.35797, major_axis_length = 223.35884, minor_axis_length = 95.74972, eccentricity = 0.90346, convex_area = 17089.00000, extent = 0.71431, type = C
area = 11322.00000, perimeter = 415.60101, major_axis_length = 164.59805, minor_axis_length = 88.87003, eccentricity = 0.84172, convex_area = 11619.00000, extent = 0.75405, type = O
area = 13954.00000, perimeter = 484.53201, major_axis_length = 203.67818, minor_axis_length = 88.20872, eccentricity = 0.90136, convex_area = 14288.00000, extent = 0.75086, type = C
area = 13283.00000, perimeter = 477.28900, major_axis_length = 198.27066, minor_axis_length = 86.35545, eccentricity = 0.90017, convex_area = 13616.00000, extent = 0.61113, type = C
area = 11492.00000, perimeter = 419.29700, major_axis_length = 165.42955, minor_axis_length = 89.53146, eccentricity = 0.84089, convex_area = 11747.00000, extent = 0.78734, type = O
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 = 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 = 12907.00000, perimeter = 466.23999, major_axis_length = 194.46927, minor_axis_length = 85.91095, eccentricity = 0.89713, convex_area = 13268.00000, extent = 0.63541, type = C
area = 16008.00000, perimeter = 521.00702, major_axis_length = 222.84523, minor_axis_length = 92.12952, eccentricity = 0.91054, convex_area = 16315.00000, extent = 0.61188, 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 = 15133.00000, perimeter = 503.21899, major_axis_length = 216.57503, minor_axis_length = 89.47614, eccentricity = 0.91067, convex_area = 15359.00000, extent = 0.59261, type = C
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
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