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COSC-4P82-Final-Project/PartB/90Cross10Mut2El/run_3/regress.prg

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not starting from checkpoint file.
1000 fitness cases:
area = 15568.00000, perimeter = 519.45599, major_axis_length = 222.22809, minor_axis_length = 90.81753, eccentricity = 0.91268, convex_area = 15984.00000, extent = 0.78270, type = C
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 = 13414.00000, perimeter = 480.28799, major_axis_length = 199.48291, minor_axis_length = 86.84286, eccentricity = 0.90027, convex_area = 13933.00000, extent = 0.55505, type = C
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 = 14227.00000, perimeter = 490.50400, major_axis_length = 206.49132, minor_axis_length = 88.69172, eccentricity = 0.90306, convex_area = 14529.00000, extent = 0.68713, type = C
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 = 12042.00000, perimeter = 433.76999, major_axis_length = 178.77644, minor_axis_length = 86.52510, eccentricity = 0.87508, convex_area = 12257.00000, extent = 0.78644, type = O
area = 14399.00000, perimeter = 492.33899, major_axis_length = 210.13991, minor_axis_length = 88.10236, eccentricity = 0.90787, convex_area = 14636.00000, extent = 0.54918, type = C
area = 9236.00000, perimeter = 394.34100, major_axis_length = 160.92889, minor_axis_length = 74.24968, eccentricity = 0.88720, convex_area = 9465.00000, extent = 0.57739, type = O
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 = 16283.00000, perimeter = 516.73602, major_axis_length = 217.70950, minor_axis_length = 96.08863, eccentricity = 0.89733, convex_area = 16649.00000, extent = 0.78006, type = C
area = 13215.00000, perimeter = 479.60999, major_axis_length = 207.88800, minor_axis_length = 81.67606, eccentricity = 0.91959, convex_area = 13462.00000, extent = 0.53667, type = C
area = 10719.00000, perimeter = 418.67001, major_axis_length = 175.00836, minor_axis_length = 78.83108, eccentricity = 0.89281, convex_area = 10983.00000, extent = 0.63690, type = O
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 = 11226.00000, perimeter = 425.01300, major_axis_length = 180.23428, minor_axis_length = 79.79391, eccentricity = 0.89666, convex_area = 11414.00000, extent = 0.71308, type = O
area = 11760.00000, perimeter = 432.53201, major_axis_length = 176.14377, minor_axis_length = 86.02405, eccentricity = 0.87263, convex_area = 12055.00000, extent = 0.63287, type = O
area = 13494.00000, perimeter = 479.44601, major_axis_length = 203.02734, minor_axis_length = 85.75127, eccentricity = 0.90643, convex_area = 13842.00000, extent = 0.77294, type = C
area = 13621.00000, perimeter = 473.89899, major_axis_length = 198.84587, minor_axis_length = 88.42869, eccentricity = 0.89567, convex_area = 13989.00000, extent = 0.60846, type = C
area = 12324.00000, perimeter = 465.66901, major_axis_length = 198.52171, minor_axis_length = 80.21651, eccentricity = 0.91473, convex_area = 12557.00000, extent = 0.64167, type = O
area = 10833.00000, perimeter = 427.68399, major_axis_length = 177.27991, minor_axis_length = 79.53669, eccentricity = 0.89371, convex_area = 11158.00000, extent = 0.76310, type = O
area = 13629.00000, perimeter = 470.67801, major_axis_length = 202.24448, minor_axis_length = 86.40013, eccentricity = 0.90415, convex_area = 13785.00000, extent = 0.56677, type = O
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 = 12293.00000, perimeter = 442.05200, major_axis_length = 180.37218, minor_axis_length = 88.52131, eccentricity = 0.87129, convex_area = 12607.00000, extent = 0.60207, type = O
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 = 12663.00000, perimeter = 468.22400, major_axis_length = 199.69749, minor_axis_length = 81.61620, eccentricity = 0.91267, convex_area = 12979.00000, extent = 0.62339, type = C
area = 11546.00000, perimeter = 429.52399, major_axis_length = 175.65869, minor_axis_length = 84.90682, eccentricity = 0.87542, convex_area = 11757.00000, extent = 0.60631, type = O
area = 10534.00000, perimeter = 409.34000, major_axis_length = 163.87593, minor_axis_length = 83.27370, eccentricity = 0.86127, convex_area = 10899.00000, extent = 0.72613, type = O
area = 15710.00000, perimeter = 517.07001, major_axis_length = 214.75021, minor_axis_length = 95.24736, eccentricity = 0.89626, convex_area = 16259.00000, extent = 0.60760, type = C
area = 14349.00000, perimeter = 496.94601, major_axis_length = 213.54402, minor_axis_length = 86.16077, eccentricity = 0.91499, convex_area = 14678.00000, extent = 0.66684, type = C
area = 11540.00000, perimeter = 427.52301, major_axis_length = 172.79500, minor_axis_length = 86.44035, eccentricity = 0.86588, convex_area = 11765.00000, extent = 0.60711, 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 = 12748.00000, perimeter = 461.88800, major_axis_length = 190.70799, minor_axis_length = 86.64507, eccentricity = 0.89083, convex_area = 13158.00000, extent = 0.78633, type = O
area = 13169.00000, perimeter = 474.83701, major_axis_length = 201.38011, minor_axis_length = 84.48709, eccentricity = 0.90774, convex_area = 13505.00000, extent = 0.54711, type = C
area = 13860.00000, perimeter = 484.77200, major_axis_length = 200.77663, minor_axis_length = 88.84083, eccentricity = 0.89678, convex_area = 14238.00000, extent = 0.66088, 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 = 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 = 14697.00000, perimeter = 495.88300, major_axis_length = 208.15839, minor_axis_length = 90.96687, eccentricity = 0.89946, convex_area = 15073.00000, extent = 0.59492, type = C
area = 14622.00000, perimeter = 481.61600, major_axis_length = 200.05356, minor_axis_length = 94.38364, eccentricity = 0.88171, convex_area = 14845.00000, extent = 0.60895, type = C
area = 13909.00000, perimeter = 488.70801, major_axis_length = 206.35185, minor_axis_length = 86.97563, eccentricity = 0.90683, convex_area = 14362.00000, extent = 0.54334, type = C
area = 11343.00000, perimeter = 420.72400, major_axis_length = 173.50665, minor_axis_length = 83.82771, eccentricity = 0.87554, convex_area = 11512.00000, extent = 0.60984, type = O
area = 9884.00000, perimeter = 389.29401, major_axis_length = 164.07063, minor_axis_length = 76.87023, eccentricity = 0.88345, convex_area = 10021.00000, extent = 0.73596, type = O
area = 14318.00000, perimeter = 491.29599, major_axis_length = 207.61473, minor_axis_length = 89.12659, eccentricity = 0.90317, convex_area = 14629.00000, extent = 0.56246, type = C
area = 13621.00000, perimeter = 478.75299, major_axis_length = 200.04332, minor_axis_length = 88.05669, eccentricity = 0.89791, convex_area = 14068.00000, extent = 0.62459, type = C
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 = 11003.00000, perimeter = 417.05899, major_axis_length = 168.23433, minor_axis_length = 85.01897, eccentricity = 0.86291, convex_area = 11270.00000, extent = 0.61128, type = O
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 = 14880.00000, perimeter = 502.88101, major_axis_length = 217.99866, minor_axis_length = 87.55461, eccentricity = 0.91580, convex_area = 15129.00000, extent = 0.57670, type = C
area = 15009.00000, perimeter = 507.41699, major_axis_length = 217.13300, minor_axis_length = 88.92488, eccentricity = 0.91229, convex_area = 15387.00000, extent = 0.59859, type = C
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 = 16176.00000, perimeter = 522.99103, major_axis_length = 221.92740, minor_axis_length = 93.98418, eccentricity = 0.90590, convex_area = 16639.00000, extent = 0.60235, type = C
area = 11923.00000, perimeter = 432.33401, major_axis_length = 174.23662, minor_axis_length = 88.13160, eccentricity = 0.86264, convex_area = 12187.00000, extent = 0.62450, type = O
area = 14652.00000, perimeter = 499.33600, major_axis_length = 212.50394, minor_axis_length = 88.75134, eccentricity = 0.90861, convex_area = 15039.00000, extent = 0.76792, type = C
area = 14243.00000, perimeter = 481.32300, major_axis_length = 198.66289, minor_axis_length = 92.82254, eccentricity = 0.88413, convex_area = 14592.00000, extent = 0.79450, type = C
area = 13846.00000, perimeter = 479.58701, major_axis_length = 197.00459, minor_axis_length = 90.91550, eccentricity = 0.88715, convex_area = 14200.00000, extent = 0.71756, type = C
area = 13241.00000, perimeter = 458.01099, major_axis_length = 184.91423, minor_axis_length = 93.20131, eccentricity = 0.86369, convex_area = 13560.00000, extent = 0.77810, type = O
area = 12184.00000, perimeter = 437.83899, major_axis_length = 180.10709, minor_axis_length = 87.29169, eccentricity = 0.87470, convex_area = 12398.00000, extent = 0.77373, type = O
area = 12939.00000, perimeter = 469.48099, major_axis_length = 202.04332, minor_axis_length = 83.09899, eccentricity = 0.91150, convex_area = 13165.00000, extent = 0.65770, type = C
area = 12840.00000, perimeter = 454.40500, major_axis_length = 184.81519, minor_axis_length = 89.92162, eccentricity = 0.87365, convex_area = 13185.00000, extent = 0.72666, type = O
area = 9212.00000, perimeter = 384.59601, major_axis_length = 155.83997, minor_axis_length = 76.30696, eccentricity = 0.87192, convex_area = 9453.00000, extent = 0.65965, type = O
area = 12651.00000, perimeter = 467.56500, major_axis_length = 200.05037, minor_axis_length = 81.17270, eccentricity = 0.91398, convex_area = 12991.00000, extent = 0.59411, type = C
area = 14274.00000, perimeter = 488.82999, major_axis_length = 203.56786, minor_axis_length = 89.92999, eccentricity = 0.89713, convex_area = 14529.00000, extent = 0.57236, type = C
area = 9933.00000, perimeter = 397.72000, major_axis_length = 160.85063, minor_axis_length = 79.78277, eccentricity = 0.86832, convex_area = 10161.00000, extent = 0.70637, type = O
area = 15469.00000, perimeter = 514.90698, major_axis_length = 221.01834, minor_axis_length = 89.76701, eccentricity = 0.91381, convex_area = 15860.00000, extent = 0.54178, type = C
area = 15037.00000, perimeter = 501.46701, major_axis_length = 208.90558, minor_axis_length = 92.30457, eccentricity = 0.89709, convex_area = 15452.00000, extent = 0.57861, type = C
area = 9273.00000, perimeter = 406.40201, major_axis_length = 173.41409, minor_axis_length = 68.80254, eccentricity = 0.91793, convex_area = 9445.00000, extent = 0.53010, type = O
area = 12467.00000, perimeter = 467.20599, major_axis_length = 199.80615, minor_axis_length = 80.19141, eccentricity = 0.91593, convex_area = 12900.00000, extent = 0.78706, type = C
area = 12695.00000, perimeter = 447.83401, major_axis_length = 179.08238, minor_axis_length = 91.47324, eccentricity = 0.85971, convex_area = 12947.00000, extent = 0.60797, type = O
area = 16401.00000, perimeter = 521.07703, major_axis_length = 213.10257, minor_axis_length = 99.54189, eccentricity = 0.88420, convex_area = 16781.00000, extent = 0.72661, type = C
area = 11769.00000, perimeter = 426.31000, major_axis_length = 176.11459, minor_axis_length = 85.90214, eccentricity = 0.87298, convex_area = 11928.00000, extent = 0.79119, type = O
area = 12503.00000, perimeter = 446.31100, major_axis_length = 177.33737, minor_axis_length = 91.15877, eccentricity = 0.85777, convex_area = 12777.00000, extent = 0.62937, type = O
area = 13742.00000, perimeter = 493.85400, major_axis_length = 212.60800, minor_axis_length = 84.88686, eccentricity = 0.91684, convex_area = 14272.00000, extent = 0.58323, type = C
area = 11161.00000, perimeter = 433.82999, major_axis_length = 182.07491, minor_axis_length = 78.95068, eccentricity = 0.90110, convex_area = 11490.00000, extent = 0.61123, type = C
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area = 13684.00000, perimeter = 464.56601, major_axis_length = 189.53105, minor_axis_length = 92.90574, eccentricity = 0.87162, convex_area = 13928.00000, extent = 0.60565, type = C
area = 12000.00000, perimeter = 440.48700, major_axis_length = 181.43523, minor_axis_length = 84.99417, eccentricity = 0.88349, convex_area = 12196.00000, extent = 0.63776, type = O
area = 16053.00000, perimeter = 523.84003, major_axis_length = 220.91377, minor_axis_length = 93.89168, eccentricity = 0.90519, convex_area = 16496.00000, extent = 0.74797, type = C
area = 9359.00000, perimeter = 395.98801, major_axis_length = 168.29395, minor_axis_length = 71.10741, eccentricity = 0.90635, convex_area = 9555.00000, extent = 0.57516, type = O
area = 15168.00000, perimeter = 504.98001, major_axis_length = 212.82603, minor_axis_length = 91.61982, eccentricity = 0.90259, convex_area = 15432.00000, extent = 0.58365, type = C
area = 11363.00000, perimeter = 416.04999, major_axis_length = 168.43848, minor_axis_length = 86.90823, eccentricity = 0.85661, convex_area = 11594.00000, extent = 0.63026, type = O
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 = 10866.00000, perimeter = 404.35800, major_axis_length = 163.93236, minor_axis_length = 85.32536, eccentricity = 0.85387, convex_area = 11039.00000, extent = 0.62867, type = O
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area = 14753.00000, perimeter = 489.53601, major_axis_length = 207.46600, minor_axis_length = 92.00663, eccentricity = 0.89629, convex_area = 14984.00000, extent = 0.80468, type = C
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area = 15586.00000, perimeter = 505.87701, major_axis_length = 218.57321, minor_axis_length = 91.24372, eccentricity = 0.90870, convex_area = 15814.00000, extent = 0.82378, type = C
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area = 15323.00000, perimeter = 487.86600, major_axis_length = 192.23083, minor_axis_length = 102.96283, eccentricity = 0.84446, convex_area = 15769.00000, extent = 0.71369, 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
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area = 14723.00000, perimeter = 491.05499, major_axis_length = 204.17567, minor_axis_length = 93.06549, eccentricity = 0.89008, convex_area = 15021.00000, extent = 0.57568, type = C
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area = 10304.00000, perimeter = 416.56100, major_axis_length = 174.27423, minor_axis_length = 76.18439, eccentricity = 0.89939, convex_area = 10541.00000, extent = 0.61224, type = O
area = 14312.00000, perimeter = 488.41901, major_axis_length = 208.17024, minor_axis_length = 88.40865, eccentricity = 0.90534, convex_area = 14692.00000, extent = 0.79335, type = C
area = 10589.00000, perimeter = 439.70801, major_axis_length = 191.70488, minor_axis_length = 71.42118, eccentricity = 0.92801, convex_area = 10817.00000, extent = 0.51095, type = O
area = 11912.00000, perimeter = 430.37100, major_axis_length = 177.48221, minor_axis_length = 86.58568, eccentricity = 0.87292, convex_area = 12119.00000, extent = 0.72238, type = O
area = 9441.00000, perimeter = 384.34000, major_axis_length = 164.22638, minor_axis_length = 73.37517, eccentricity = 0.89464, convex_area = 9566.00000, extent = 0.72450, type = O
area = 9221.00000, perimeter = 387.09399, major_axis_length = 159.22450, minor_axis_length = 74.90333, eccentricity = 0.88244, convex_area = 9418.00000, extent = 0.76842, type = O
area = 14828.00000, perimeter = 494.28799, major_axis_length = 202.10315, minor_axis_length = 95.03462, eccentricity = 0.88254, convex_area = 15197.00000, extent = 0.59179, type = C
area = 11765.00000, perimeter = 429.29300, major_axis_length = 175.06308, minor_axis_length = 86.72860, eccentricity = 0.86866, convex_area = 11969.00000, extent = 0.61117, type = O
area = 11910.00000, perimeter = 427.27899, major_axis_length = 173.29544, minor_axis_length = 88.56226, eccentricity = 0.85955, convex_area = 12191.00000, extent = 0.77338, type = O
area = 11928.00000, perimeter = 439.91901, major_axis_length = 181.03484, minor_axis_length = 85.22491, eccentricity = 0.88226, convex_area = 12218.00000, extent = 0.59061, type = O
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area = 13308.00000, perimeter = 464.13300, major_axis_length = 196.24231, minor_axis_length = 87.26089, eccentricity = 0.89570, convex_area = 13486.00000, extent = 0.59752, type = O
area = 11074.00000, perimeter = 421.30701, major_axis_length = 173.05132, minor_axis_length = 82.40327, eccentricity = 0.87935, convex_area = 11326.00000, extent = 0.70459, type = O
area = 11454.00000, perimeter = 424.95401, major_axis_length = 175.07666, minor_axis_length = 84.24493, eccentricity = 0.87662, convex_area = 11646.00000, extent = 0.73310, type = O
area = 11359.00000, perimeter = 422.84698, major_axis_length = 171.23999, minor_axis_length = 85.91521, eccentricity = 0.86503, convex_area = 11665.00000, extent = 0.65964, type = O
area = 11295.00000, perimeter = 417.33701, major_axis_length = 174.01994, minor_axis_length = 83.14223, eccentricity = 0.87848, convex_area = 11476.00000, extent = 0.76858, type = O
area = 11543.00000, perimeter = 428.60199, major_axis_length = 175.37068, minor_axis_length = 85.05824, eccentricity = 0.87450, convex_area = 11859.00000, extent = 0.67107, type = O
area = 12089.00000, perimeter = 439.49200, major_axis_length = 183.57666, minor_axis_length = 84.69468, eccentricity = 0.88721, convex_area = 12302.00000, extent = 0.81451, type = C
area = 14753.00000, perimeter = 495.26001, major_axis_length = 203.72470, minor_axis_length = 93.18322, eccentricity = 0.88926, convex_area = 15153.00000, extent = 0.63465, type = O
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 = 13568.00000, perimeter = 478.31100, major_axis_length = 204.06912, minor_axis_length = 85.50912, eccentricity = 0.90798, convex_area = 13819.00000, extent = 0.56832, type = C
area = 10767.00000, perimeter = 410.62299, major_axis_length = 166.02318, minor_axis_length = 83.88680, eccentricity = 0.86296, convex_area = 10978.00000, extent = 0.77216, type = O
area = 11182.00000, perimeter = 429.59500, major_axis_length = 181.43217, minor_axis_length = 79.18195, eccentricity = 0.89974, convex_area = 11389.00000, extent = 0.67976, type = O
area = 13010.00000, perimeter = 450.56100, major_axis_length = 186.14745, minor_axis_length = 90.26014, eccentricity = 0.87458, convex_area = 13184.00000, extent = 0.63337, type = O
area = 10802.00000, perimeter = 424.64801, major_axis_length = 177.29662, minor_axis_length = 78.94319, eccentricity = 0.89540, convex_area = 11019.00000, extent = 0.65610, type = O
area = 10293.00000, perimeter = 413.28699, major_axis_length = 171.63895, minor_axis_length = 77.05096, eccentricity = 0.89358, convex_area = 10560.00000, extent = 0.58938, type = O
area = 14570.00000, perimeter = 469.98199, major_axis_length = 185.40146, minor_axis_length = 100.88792, eccentricity = 0.83898, convex_area = 14895.00000, extent = 0.65454, type = C
area = 12103.00000, perimeter = 456.36499, major_axis_length = 189.78593, minor_axis_length = 82.76078, eccentricity = 0.89991, convex_area = 12483.00000, extent = 0.62905, 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 = 12146.00000, perimeter = 442.24701, major_axis_length = 176.50616, minor_axis_length = 89.75159, eccentricity = 0.86107, convex_area = 12502.00000, extent = 0.77541, type = O
area = 11212.00000, perimeter = 413.56601, major_axis_length = 169.67810, minor_axis_length = 84.63475, eccentricity = 0.86672, convex_area = 11400.00000, extent = 0.80889, type = O
area = 14479.00000, perimeter = 473.95700, major_axis_length = 193.13182, minor_axis_length = 96.94859, eccentricity = 0.86488, convex_area = 14812.00000, extent = 0.63664, type = C
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
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