Task
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 145804 Supervised Classification tic-tac-toe 270274 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 568.4987, mean_absolute_error: 0.2171, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.4793, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2535, root_relative_squared_error: 0.5326, scimark_benchmark: 1735.3254, usercpu_time_millis: 4.519, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 3.89,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 788.8131, mean_absolute_error: 0.0944, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.2084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1648, root_relative_squared_error: 0.3464, scimark_benchmark: 1728.0638, usercpu_time_millis: 0.463, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.765, kappa: 0.4725, kb_relative_information_score: 258.3047, mean_absolute_error: 0.3562, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8436, predictive_accuracy: 0.7944, prior_entropy: 0.9312, recall: 0.7944, relative_absolute_error: 0.7864, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3819, root_relative_squared_error: 0.8025, scimark_benchmark: 1814.9283, usercpu_time_millis: 4.753, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 4.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 635.1628, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.3969, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.232, root_relative_squared_error: 0.4875, scimark_benchmark: 1860.4615, usercpu_time_millis: 4.114, usercpu_time_millis_testing: 0.561, usercpu_time_millis_training: 3.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9281, kappa: 0.8384, kb_relative_information_score: 629.4146, mean_absolute_error: 0.1763, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9358, predictive_accuracy: 0.9301, prior_entropy: 0.9312, recall: 0.9301, relative_absolute_error: 0.3892, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2418, root_relative_squared_error: 0.5082, scimark_benchmark: 2149.7836, usercpu_time_millis: 8.023, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 7.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9324, kappa: 0.848, kb_relative_information_score: 572.2637, mean_absolute_error: 0.2124, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9403, predictive_accuracy: 0.9342, prior_entropy: 0.9312, recall: 0.9342, relative_absolute_error: 0.4688, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.5374, scimark_benchmark: 1861.3749, usercpu_time_millis: 9.556, usercpu_time_millis_testing: 1.342, usercpu_time_millis_training: 8.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.8682, kappa: 0.7019, kb_relative_information_score: 417.4836, mean_absolute_error: 0.2845, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8927, predictive_accuracy: 0.8758, prior_entropy: 0.9312, recall: 0.8758, relative_absolute_error: 0.6279, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.6765, scimark_benchmark: 1856.3506, usercpu_time_millis: 2.53, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 2.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9246, kappa: 0.8303, kb_relative_information_score: 582.5083, mean_absolute_error: 0.2059, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9343, predictive_accuracy: 0.9269, prior_entropy: 0.9312, recall: 0.9269, relative_absolute_error: 0.4545, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.5326, scimark_benchmark: 1874.5188, usercpu_time_millis: 1.22, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 1.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.98, kappa: 0.9557, kb_relative_information_score: 790.4591, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9806, predictive_accuracy: 0.9802, prior_entropy: 0.9312, recall: 0.9802, relative_absolute_error: 0.2019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1669, root_relative_squared_error: 0.3507, scimark_benchmark: 1860.8554, usercpu_time_millis: 5.437, usercpu_time_millis_testing: 0.691, usercpu_time_millis_training: 4.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9223, kappa: 0.8252, kb_relative_information_score: 609.1244, mean_absolute_error: 0.1892, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9326, predictive_accuracy: 0.9248, prior_entropy: 0.9312, recall: 0.9248, relative_absolute_error: 0.4177, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.518, scimark_benchmark: 1838.7925, usercpu_time_millis: 7.384, usercpu_time_millis_testing: 0.974, usercpu_time_millis_training: 6.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 746.6923, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.9312, recall: 0.9927, relative_absolute_error: 0.2689, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3656, scimark_benchmark: 1855.7107, usercpu_time_millis: 2.68, usercpu_time_millis_testing: 0.304, usercpu_time_millis_training: 2.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.8599, kappa: 0.6832, kb_relative_information_score: 348.2248, mean_absolute_error: 0.316, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8864, predictive_accuracy: 0.8685, prior_entropy: 0.9312, recall: 0.8685, relative_absolute_error: 0.6977, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.7299, scimark_benchmark: 1854.2369, usercpu_time_millis: 2.231, usercpu_time_millis_testing: 0.303, usercpu_time_millis_training: 1.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.8924, kappa: 0.7572, kb_relative_information_score: 409.4901, mean_absolute_error: 0.2841, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9056, predictive_accuracy: 0.8967, prior_entropy: 0.9312, recall: 0.8967, relative_absolute_error: 0.6271, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.6852, scimark_benchmark: 1840.6945, usercpu_time_millis: 4.213, usercpu_time_millis_testing: 0.585, usercpu_time_millis_training: 3.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 579.7735, mean_absolute_error: 0.2116, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.9312, recall: 0.9906, relative_absolute_error: 0.4672, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.248, root_relative_squared_error: 0.5211, scimark_benchmark: 1843.0902, usercpu_time_millis: 4.052, usercpu_time_millis_testing: 0.554, usercpu_time_millis_training: 3.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.8711, kappa: 0.7087, kb_relative_information_score: 406.9275, mean_absolute_error: 0.2911, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8916, predictive_accuracy: 0.8779, prior_entropy: 0.9312, recall: 0.8779, relative_absolute_error: 0.6426, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.6822, scimark_benchmark: 1864.9656, usercpu_time_millis: 5.098, usercpu_time_millis_testing: 0.719, usercpu_time_millis_training: 4.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9705, kappa: 0.9344, kb_relative_information_score: 471.2948, mean_absolute_error: 0.2642, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9716, predictive_accuracy: 0.9708, prior_entropy: 0.9312, recall: 0.9708, relative_absolute_error: 0.5832, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.6212, scimark_benchmark: 2021.9758, usercpu_time_millis: 6.629, usercpu_time_millis_testing: 0.889, usercpu_time_millis_training: 5.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.8879, kappa: 0.7466, kb_relative_information_score: 540.2852, mean_absolute_error: 0.2234, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9084, predictive_accuracy: 0.8935, prior_entropy: 0.9312, recall: 0.8935, relative_absolute_error: 0.4931, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.5784, scimark_benchmark: 1745.1948, usercpu_time_millis: 4.976, usercpu_time_millis_testing: 0.829, usercpu_time_millis_training: 4.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9121, kappa: 0.802, kb_relative_information_score: 512.8317, mean_absolute_error: 0.2417, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9251, predictive_accuracy: 0.9154, prior_entropy: 0.9312, recall: 0.9154, relative_absolute_error: 0.5335, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.5901, scimark_benchmark: 1749.1199, usercpu_time_millis: 7.553, usercpu_time_millis_testing: 1.092, usercpu_time_millis_training: 6.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8394, kappa: 0.6368, kb_relative_information_score: 354.4285, mean_absolute_error: 0.3042, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8657, predictive_accuracy: 0.8497, prior_entropy: 0.9312, recall: 0.8497, relative_absolute_error: 0.6715, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.7294, scimark_benchmark: 1980.7649, usercpu_time_millis: 2.433, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 2.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9285, kappa: 0.8398, kb_relative_information_score: 637.1335, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9332, predictive_accuracy: 0.9301, prior_entropy: 0.9312, recall: 0.9301, relative_absolute_error: 0.375, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2431, root_relative_squared_error: 0.5108, scimark_benchmark: 1853.8474, usercpu_time_millis: 11.682, usercpu_time_millis_testing: 1.532, usercpu_time_millis_training: 10.15,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 687.9741, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.3384, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.4277, scimark_benchmark: 1863.3034, usercpu_time_millis: 0.674, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 782.7883, mean_absolute_error: 0.1005, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.222, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3384, scimark_benchmark: 1876.2965, usercpu_time_millis: 4.031, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 3.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 719.1203, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.3027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1875, root_relative_squared_error: 0.3941, scimark_benchmark: 1853.6461, usercpu_time_millis: 5.622, usercpu_time_millis_testing: 0.755, usercpu_time_millis_training: 4.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.869, kappa: 0.7037, kb_relative_information_score: 443.7613, mean_absolute_error: 0.2714, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8954, predictive_accuracy: 0.8768, prior_entropy: 0.9312, recall: 0.8768, relative_absolute_error: 0.5991, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3125, root_relative_squared_error: 0.6566, scimark_benchmark: 2039.6356, usercpu_time_millis: 1.155, usercpu_time_millis_testing: 0.119, usercpu_time_millis_training: 1.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, f_measure: 0.9683, kappa: 0.9295, kb_relative_information_score: 492.2898, mean_absolute_error: 0.2479, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9699, predictive_accuracy: 0.9687, prior_entropy: 0.9312, recall: 0.9687, relative_absolute_error: 0.5472, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.6161, scimark_benchmark: 1856.624, usercpu_time_millis: 4.593, usercpu_time_millis_testing: 0.669, usercpu_time_millis_training: 3.924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 619.1195, mean_absolute_error: 0.1903, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.4201, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2337, root_relative_squared_error: 0.4911, scimark_benchmark: 1909.1315, usercpu_time_millis: 3.61, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 3.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.8712, kappa: 0.7088, kb_relative_information_score: 441.5378, mean_absolute_error: 0.2719, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8978, predictive_accuracy: 0.8789, prior_entropy: 0.9312, recall: 0.8789, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3137, root_relative_squared_error: 0.6592, scimark_benchmark: 1718.7338, usercpu_time_millis: 6.8, usercpu_time_millis_testing: 1.143, usercpu_time_millis_training: 5.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8274, kappa: 0.6095, kb_relative_information_score: 312.3065, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8616, predictive_accuracy: 0.8403, prior_entropy: 0.9312, recall: 0.8403, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3656, root_relative_squared_error: 0.7683, scimark_benchmark: 1868.7112, usercpu_time_millis: 3.026, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 2.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9087, kappa: 0.7942, kb_relative_information_score: 512.1576, mean_absolute_error: 0.2418, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9227, predictive_accuracy: 0.9123, prior_entropy: 0.9312, recall: 0.9123, relative_absolute_error: 0.5338, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2815, root_relative_squared_error: 0.5915, scimark_benchmark: 1876.6882, usercpu_time_millis: 6.145, usercpu_time_millis_testing: 0.838, usercpu_time_millis_training: 5.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9011, kappa: 0.7786, kb_relative_information_score: 634.4614, mean_absolute_error: 0.1638, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9038, predictive_accuracy: 0.9029, prior_entropy: 0.9312, recall: 0.9029, relative_absolute_error: 0.3617, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2607, root_relative_squared_error: 0.5479, scimark_benchmark: 1977.8907, usercpu_time_millis: 8.395, usercpu_time_millis_testing: 0.934, usercpu_time_millis_training: 7.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.784, kappa: 0.5127, kb_relative_information_score: 231.3297, mean_absolute_error: 0.363, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8368, predictive_accuracy: 0.8058, prior_entropy: 0.9312, recall: 0.8058, relative_absolute_error: 0.8013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3948, root_relative_squared_error: 0.8296, scimark_benchmark: 1944.9323, usercpu_time_millis: 0.818, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9357, kappa: 0.8556, kb_relative_information_score: 621.7366, mean_absolute_error: 0.1851, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9428, predictive_accuracy: 0.9374, prior_entropy: 0.9312, recall: 0.9374, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.5005, scimark_benchmark: 1870.2139, usercpu_time_millis: 2.015, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 1.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9368, kappa: 0.8581, kb_relative_information_score: 578.4142, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9437, predictive_accuracy: 0.9384, prior_entropy: 0.9312, recall: 0.9384, relative_absolute_error: 0.4625, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.5312, scimark_benchmark: 1855.7107, usercpu_time_millis: 8.847, usercpu_time_millis_testing: 1.246, usercpu_time_millis_training: 7.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9178, kappa: 0.8149, kb_relative_information_score: 583.9462, mean_absolute_error: 0.2045, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9293, predictive_accuracy: 0.9207, prior_entropy: 0.9312, recall: 0.9207, relative_absolute_error: 0.4514, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.254, root_relative_squared_error: 0.5338, scimark_benchmark: 1868.269, usercpu_time_millis: 9.426, usercpu_time_millis_testing: 1.145, usercpu_time_millis_training: 8.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9958, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 739.0187, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.9312, recall: 0.9864, relative_absolute_error: 0.2737, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1855, root_relative_squared_error: 0.3898, scimark_benchmark: 1869.1727, usercpu_time_millis: 5.563, usercpu_time_millis_testing: 0.707, usercpu_time_millis_training: 4.856,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 726.9513, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.2932, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1835, root_relative_squared_error: 0.3856, scimark_benchmark: 1823.5234, usercpu_time_millis: 5.003, usercpu_time_millis_testing: 0.642, usercpu_time_millis_training: 4.361,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9064, kappa: 0.789, kb_relative_information_score: 574.0331, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9211, predictive_accuracy: 0.9102, prior_entropy: 0.9312, recall: 0.9102, relative_absolute_error: 0.4523, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2635, root_relative_squared_error: 0.5538, scimark_benchmark: 1859.9421, usercpu_time_millis: 8.208, usercpu_time_millis_testing: 1.169, usercpu_time_millis_training: 7.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.7997, kappa: 0.5468, kb_relative_information_score: 309.5191, mean_absolute_error: 0.3219, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8274, predictive_accuracy: 0.8142, prior_entropy: 0.9312, recall: 0.8142, relative_absolute_error: 0.7106, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3642, root_relative_squared_error: 0.7653, scimark_benchmark: 1873.4078, usercpu_time_millis: 1.133, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 1.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9391, kappa: 0.8635, kb_relative_information_score: 647.0332, mean_absolute_error: 0.168, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9446, predictive_accuracy: 0.9405, prior_entropy: 0.9312, recall: 0.9405, relative_absolute_error: 0.3707, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.233, root_relative_squared_error: 0.4895, scimark_benchmark: 1859.9421, usercpu_time_millis: 6.073, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 5.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9155, kappa: 0.8097, kb_relative_information_score: 588.8805, mean_absolute_error: 0.201, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9276, predictive_accuracy: 0.9186, prior_entropy: 0.9312, recall: 0.9186, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2534, root_relative_squared_error: 0.5325, scimark_benchmark: 1958.9522, usercpu_time_millis: 2.016, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 1.836,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9136, kappa: 0.8054, kb_relative_information_score: 403.2825, mean_absolute_error: 0.2935, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9241, predictive_accuracy: 0.9165, prior_entropy: 0.9312, recall: 0.9165, relative_absolute_error: 0.6479, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.325, root_relative_squared_error: 0.683, scimark_benchmark: 1855.2567, usercpu_time_millis: 1.536, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 1.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.8961, kappa: 0.7653, kb_relative_information_score: 556.467, mean_absolute_error: 0.2149, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9139, predictive_accuracy: 0.9008, prior_entropy: 0.9312, recall: 0.9008, relative_absolute_error: 0.4744, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.269, root_relative_squared_error: 0.5653, scimark_benchmark: 1726.4272, usercpu_time_millis: 4.419, usercpu_time_millis_testing: 0.596, usercpu_time_millis_training: 3.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 732.3285, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.2836, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.3873, scimark_benchmark: 1856.4233, usercpu_time_millis: 7.689, usercpu_time_millis_testing: 1.108, usercpu_time_millis_training: 6.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 623.1993, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.4172, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.229, root_relative_squared_error: 0.4813, scimark_benchmark: 1854.247, usercpu_time_millis: 7.417, usercpu_time_millis_testing: 1.067, usercpu_time_millis_training: 6.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9598, kappa: 0.9103, kb_relative_information_score: 459.1908, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.962, predictive_accuracy: 0.9603, prior_entropy: 0.9312, recall: 0.9603, relative_absolute_error: 0.5931, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.6328, scimark_benchmark: 2164.4283, usercpu_time_millis: 0.64, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 741.5455, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.2756, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.3708, scimark_benchmark: 2139.9065, usercpu_time_millis: 8.851, usercpu_time_millis_testing: 1.067, usercpu_time_millis_training: 7.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9304, kappa: 0.8439, kb_relative_information_score: 633.8979, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9366, predictive_accuracy: 0.9322, prior_entropy: 0.9312, recall: 0.9322, relative_absolute_error: 0.382, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.5074, scimark_benchmark: 1813.542, usercpu_time_millis: 6.181, usercpu_time_millis_testing: 0.806, usercpu_time_millis_training: 5.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 557.1033, mean_absolute_error: 0.218, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9847, predictive_accuracy: 0.9843, prior_entropy: 0.9312, recall: 0.9843, relative_absolute_error: 0.4811, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2662, root_relative_squared_error: 0.5593, scimark_benchmark: 1865.7922, usercpu_time_millis: 3.477, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 3.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.7244, kappa: 0.3865, kb_relative_information_score: 233.4759, mean_absolute_error: 0.3652, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8278, predictive_accuracy: 0.7662, prior_entropy: 0.9312, recall: 0.7662, relative_absolute_error: 0.8062, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3911, root_relative_squared_error: 0.8218, scimark_benchmark: 1872.4881, usercpu_time_millis: 1.429, usercpu_time_millis_testing: 0.16, usercpu_time_millis_training: 1.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9566, kappa: 0.903, kb_relative_information_score: 650.9658, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9592, predictive_accuracy: 0.9572, prior_entropy: 0.9312, recall: 0.9572, relative_absolute_error: 0.3738, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2257, root_relative_squared_error: 0.4743, scimark_benchmark: 1855.7107, usercpu_time_millis: 0.373, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 603.0923, mean_absolute_error: 0.1969, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.4347, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.244, root_relative_squared_error: 0.5127, scimark_benchmark: 1790.6936, usercpu_time_millis: 3.189, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 2.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.7546, kappa: 0.4484, kb_relative_information_score: 195.9719, mean_absolute_error: 0.3774, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8212, predictive_accuracy: 0.7839, prior_entropy: 0.9312, recall: 0.7839, relative_absolute_error: 0.833, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.407, root_relative_squared_error: 0.8552, scimark_benchmark: 2004.379, usercpu_time_millis: 1.987, usercpu_time_millis_testing: 0.301, usercpu_time_millis_training: 1.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 694.8735, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.3332, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.197, root_relative_squared_error: 0.414, scimark_benchmark: 1750.8363, usercpu_time_millis: 5.179, usercpu_time_millis_testing: 0.667, usercpu_time_millis_training: 4.512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.8832, kappa: 0.7359, kb_relative_information_score: 511.2444, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9054, predictive_accuracy: 0.8894, prior_entropy: 0.9312, recall: 0.8894, relative_absolute_error: 0.5227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2879, root_relative_squared_error: 0.605, scimark_benchmark: 1843.6012, usercpu_time_millis: 4.125, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 3.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.8949, kappa: 0.7626, kb_relative_information_score: 477.4081, mean_absolute_error: 0.2577, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9131, predictive_accuracy: 0.8998, prior_entropy: 0.9312, recall: 0.8998, relative_absolute_error: 0.5689, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2966, root_relative_squared_error: 0.6233, scimark_benchmark: 1849.6171, usercpu_time_millis: 4.066, usercpu_time_millis_testing: 0.62, usercpu_time_millis_training: 3.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8621, f_measure: 0.7091, kappa: 0.3504, kb_relative_information_score: 170.7571, mean_absolute_error: 0.3875, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7881, predictive_accuracy: 0.7505, prior_entropy: 0.9312, recall: 0.7505, relative_absolute_error: 0.8554, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.416, root_relative_squared_error: 0.8741, scimark_benchmark: 1916.1135, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.023, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9588, kappa: 0.9081, kb_relative_information_score: 459.6322, mean_absolute_error: 0.2694, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9606, predictive_accuracy: 0.9593, prior_entropy: 0.9312, recall: 0.9593, relative_absolute_error: 0.5948, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3009, root_relative_squared_error: 0.6323, scimark_benchmark: 1869.6309, usercpu_time_millis: 3.167, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 2.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.8973, kappa: 0.7683, kb_relative_information_score: 492.1611, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9139, predictive_accuracy: 0.9019, prior_entropy: 0.9312, recall: 0.9019, relative_absolute_error: 0.554, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.6102, scimark_benchmark: 2018.8222, usercpu_time_millis: 5.593, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 4.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 766.144, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.3612, scimark_benchmark: 1866.6776, usercpu_time_millis: 0.536, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 598.8122, mean_absolute_error: 0.2002, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.5104, scimark_benchmark: 1863.8001, usercpu_time_millis: 4.427, usercpu_time_millis_testing: 0.668, usercpu_time_millis_training: 3.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.7577, kappa: 0.4568, kb_relative_information_score: 257.3076, mean_absolute_error: 0.3567, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8406, predictive_accuracy: 0.7891, prior_entropy: 0.9312, recall: 0.7891, relative_absolute_error: 0.7873, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.8034, scimark_benchmark: 1909.9661, usercpu_time_millis: 2.034, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 1.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9536, f_measure: 0.6979, kappa: 0.3316, kb_relative_information_score: 212.8694, mean_absolute_error: 0.3726, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.815, predictive_accuracy: 0.7484, prior_entropy: 0.9312, recall: 0.7484, relative_absolute_error: 0.8226, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3987, root_relative_squared_error: 0.8379, scimark_benchmark: 1981.1775, usercpu_time_millis: 1, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 729.8942, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.9312, recall: 0.9885, relative_absolute_error: 0.2857, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.3949, scimark_benchmark: 1851.1225, usercpu_time_millis: 5.442, usercpu_time_millis_testing: 0.747, usercpu_time_millis_training: 4.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8145, kappa: 0.5802, kb_relative_information_score: 331.429, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8439, predictive_accuracy: 0.8278, prior_entropy: 0.9312, recall: 0.8278, relative_absolute_error: 0.6924, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3561, root_relative_squared_error: 0.7483, scimark_benchmark: 1749.0608, usercpu_time_millis: 3.992, usercpu_time_millis_testing: 0.556, usercpu_time_millis_training: 3.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9099, kappa: 0.7968, kb_relative_information_score: 562.8428, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9235, predictive_accuracy: 0.9134, prior_entropy: 0.9312, recall: 0.9134, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.5539, scimark_benchmark: 1853.5005, usercpu_time_millis: 4.388, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 3.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9763, f_measure: 0.7473, kappa: 0.4347, kb_relative_information_score: 248.8264, mean_absolute_error: 0.3596, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8364, predictive_accuracy: 0.7818, prior_entropy: 0.9312, recall: 0.7818, relative_absolute_error: 0.7938, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3854, root_relative_squared_error: 0.8098, scimark_benchmark: 1745.7661, usercpu_time_millis: 5.44, usercpu_time_millis_testing: 0.884, usercpu_time_millis_training: 4.556,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.8529, kappa: 0.6672, kb_relative_information_score: 394.1697, mean_absolute_error: 0.2908, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8869, predictive_accuracy: 0.8633, prior_entropy: 0.9312, recall: 0.8633, relative_absolute_error: 0.6419, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.7048, scimark_benchmark: 1874.0573, usercpu_time_millis: 4.217, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 3.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9853, kappa: 0.9674, kb_relative_information_score: 764.6941, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9857, predictive_accuracy: 0.9854, prior_entropy: 0.9312, recall: 0.9854, relative_absolute_error: 0.2407, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.3671, scimark_benchmark: 1857.1406, usercpu_time_millis: 1.637, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 1.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9048, kappa: 0.7863, kb_relative_information_score: 618.7034, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.91, predictive_accuracy: 0.9071, prior_entropy: 0.9312, recall: 0.9071, relative_absolute_error: 0.3856, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5481, scimark_benchmark: 1912.6957, usercpu_time_millis: 0.839, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.8494, kappa: 0.6594, kb_relative_information_score: 390.7996, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8836, predictive_accuracy: 0.8601, prior_entropy: 0.9312, recall: 0.8601, relative_absolute_error: 0.6464, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3359, root_relative_squared_error: 0.7059, scimark_benchmark: 1946.2914, usercpu_time_millis: 3.107, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 2.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9067, kappa: 0.7896, kb_relative_information_score: 458.2228, mean_absolute_error: 0.2687, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9197, predictive_accuracy: 0.9102, prior_entropy: 0.9312, recall: 0.9102, relative_absolute_error: 0.5931, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6356, scimark_benchmark: 1850.162, usercpu_time_millis: 3.756, usercpu_time_millis_testing: 0.569, usercpu_time_millis_training: 3.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7085, kappa: 0.3537, kb_relative_information_score: 215.8111, mean_absolute_error: 0.3717, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8222, predictive_accuracy: 0.7557, prior_entropy: 0.9312, recall: 0.7557, relative_absolute_error: 0.8206, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8354, scimark_benchmark: 1871.2001, usercpu_time_millis: 2.022, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 1.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.8939, kappa: 0.7609, kb_relative_information_score: 405.7422, mean_absolute_error: 0.2871, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9047, predictive_accuracy: 0.8977, prior_entropy: 0.9312, recall: 0.8977, relative_absolute_error: 0.6337, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.6865, scimark_benchmark: 1843.3064, usercpu_time_millis: 1.476, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 1.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9249, f_measure: 0.8025, kappa: 0.5537, kb_relative_information_score: 254.108, mean_absolute_error: 0.3547, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8485, predictive_accuracy: 0.8205, prior_entropy: 0.9312, recall: 0.8205, relative_absolute_error: 0.7829, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8094, scimark_benchmark: 2168.3831, usercpu_time_millis: 0.601, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.53,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

Using your favorite machine learning environment

Download this task directly in your environment and automatically upload your results

OpenML bootcamp

From your own software

Use one of our APIs to download data from OpenML and upload your results

OpenML APIs