Task
Supervised Classification on jungle_chess_2pcs_raw_endgame_complete

Supervised Classification on jungle_chess_2pcs_raw_endgame_complete

Task 167119 Supervised Classification jungle_chess_2pcs_raw_endgame_complete 6903 runs submitted
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  • OpenML-CC18 study_218 study_99
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6903 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, kappa: 0.5534, kb_relative_information_score: 0.5308, mean_absolute_error: 0.1602, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7597, prior_entropy: 1.3491, recall: 0.7597, relative_absolute_error: 0.418, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4002, root_relative_squared_error: 0.9144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, f_measure: 0.8543, kappa: 0.7465, kb_relative_information_score: 0.7453, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8539, predictive_accuracy: 0.8551, prior_entropy: 1.3491, recall: 0.8551, relative_absolute_error: 0.2521, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.7101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.8292, kappa: 0.7032, kb_relative_information_score: 0.6945, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8282, predictive_accuracy: 0.8305, prior_entropy: 1.3491, recall: 0.8305, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3361, root_relative_squared_error: 0.7679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8729, f_measure: 0.8507, kappa: 0.7403, kb_relative_information_score: 0.735, mean_absolute_error: 0.0989, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.85, predictive_accuracy: 0.8516, prior_entropy: 1.3491, recall: 0.8516, relative_absolute_error: 0.2581, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3145, root_relative_squared_error: 0.7185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8518, f_measure: 0.8254, kappa: 0.6977, kb_relative_information_score: 0.6856, mean_absolute_error: 0.1142, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8237, predictive_accuracy: 0.8287, prior_entropy: 1.3491, recall: 0.8287, relative_absolute_error: 0.2981, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.338, root_relative_squared_error: 0.7721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7243, kappa: 0.4531, kb_relative_information_score: 0.4511, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7074, prior_entropy: 1.3491, recall: 0.7074, relative_absolute_error: 0.5091, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4417, root_relative_squared_error: 1.0091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5922, f_measure: 0.5355, kappa: 0.1852, kb_relative_information_score: 0.2292, mean_absolute_error: 0.2951, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.5287, predictive_accuracy: 0.5573, prior_entropy: 1.3491, recall: 0.5573, relative_absolute_error: 0.7702, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5432, root_relative_squared_error: 1.2411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8737, f_measure: 0.8532, kappa: 0.7446, kb_relative_information_score: 0.7422, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8527, predictive_accuracy: 0.8542, prior_entropy: 1.3491, recall: 0.8542, relative_absolute_error: 0.2536, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3118, root_relative_squared_error: 0.7122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3179, f_measure: 0.217, kappa: -0.3441, kb_relative_information_score: -0.2876, mean_absolute_error: 0.5215, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.2171, predictive_accuracy: 0.2177, prior_entropy: 1.3491, recall: 0.2177, relative_absolute_error: 1.361, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.7222, root_relative_squared_error: 1.6498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6883, kappa: 0.3896, kb_relative_information_score: 0.4079, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.68, prior_entropy: 1.3491, recall: 0.68, relative_absolute_error: 0.5568, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4619, root_relative_squared_error: 1.0553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7954, f_measure: 0.7519, kappa: 0.5925, kb_relative_information_score: 0.5683, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7541, predictive_accuracy: 0.7781, prior_entropy: 1.3491, recall: 0.7781, relative_absolute_error: 0.386, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3846, root_relative_squared_error: 0.8787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7001, kappa: 0.405, kb_relative_information_score: 0.4125, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6818, prior_entropy: 1.3491, recall: 0.6818, relative_absolute_error: 0.5537, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.8078, kappa: 0.6669, kb_relative_information_score: 0.6569, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8059, predictive_accuracy: 0.8112, prior_entropy: 1.3491, recall: 0.8112, relative_absolute_error: 0.3285, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.8106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8532, f_measure: 0.8264, kappa: 0.6985, kb_relative_information_score: 0.6889, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8251, predictive_accuracy: 0.8282, prior_entropy: 1.3491, recall: 0.8282, relative_absolute_error: 0.299, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3385, root_relative_squared_error: 0.7733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7762, kappa: 0.5547, kb_relative_information_score: 0.5316, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7603, prior_entropy: 1.3491, recall: 0.7603, relative_absolute_error: 0.4171, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.8482, kappa: 0.7361, kb_relative_information_score: 0.7306, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8474, predictive_accuracy: 0.8496, prior_entropy: 1.3491, recall: 0.8496, relative_absolute_error: 0.2617, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3167, root_relative_squared_error: 0.7235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6881, f_measure: 0.6322, kappa: 0.3761, kb_relative_information_score: 0.3846, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.611, predictive_accuracy: 0.6623, prior_entropy: 1.3491, recall: 0.6623, relative_absolute_error: 0.5875, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4745, root_relative_squared_error: 1.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.734, kappa: 0.4725, kb_relative_information_score: 0.4666, mean_absolute_error: 0.1883, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7176, prior_entropy: 1.3491, recall: 0.7176, relative_absolute_error: 0.4913, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4339, root_relative_squared_error: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8615, f_measure: 0.8381, kappa: 0.7182, kb_relative_information_score: 0.7178, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8376, predictive_accuracy: 0.8387, prior_entropy: 1.3491, recall: 0.8387, relative_absolute_error: 0.2807, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8764, f_measure: 0.8553, kappa: 0.7484, kb_relative_information_score: 0.7441, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8547, predictive_accuracy: 0.8563, prior_entropy: 1.3491, recall: 0.8563, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.7072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7001, kappa: 0.405, kb_relative_information_score: 0.4125, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6818, prior_entropy: 1.3491, recall: 0.6818, relative_absolute_error: 0.5537, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7035, kappa: 0.4122, kb_relative_information_score: 0.4187, mean_absolute_error: 0.2094, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.686, prior_entropy: 1.3491, recall: 0.686, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4576, root_relative_squared_error: 1.0453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7765, kappa: 0.5559, kb_relative_information_score: 0.5328, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7611, prior_entropy: 1.3491, recall: 0.7611, relative_absolute_error: 0.4157, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3991, root_relative_squared_error: 0.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.861, kappa: 0.758, kb_relative_information_score: 0.7561, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8605, predictive_accuracy: 0.8618, prior_entropy: 1.3491, recall: 0.8618, relative_absolute_error: 0.2405, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.6935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6862, kappa: 0.3764, kb_relative_information_score: 0.3892, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6664, prior_entropy: 1.3491, recall: 0.6664, relative_absolute_error: 0.5805, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4716, root_relative_squared_error: 1.0775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6993, kappa: 0.404, kb_relative_information_score: 0.4124, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6818, prior_entropy: 1.3491, recall: 0.6818, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7694, kappa: 0.5418, kb_relative_information_score: 0.5215, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7537, prior_entropy: 1.3491, recall: 0.7537, relative_absolute_error: 0.4286, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4052, root_relative_squared_error: 0.9258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3093, f_measure: 0.2047, kappa: -0.3564, kb_relative_information_score: -0.309, mean_absolute_error: 0.5311, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.2069, predictive_accuracy: 0.2034, prior_entropy: 1.3491, recall: 0.2034, relative_absolute_error: 1.386, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.7288, root_relative_squared_error: 1.6649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.545, f_measure: 0.4857, kappa: 0.0908, kb_relative_information_score: 0.1458, mean_absolute_error: 0.3337, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.4789, predictive_accuracy: 0.4994, prior_entropy: 1.3491, recall: 0.4994, relative_absolute_error: 0.8709, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5777, root_relative_squared_error: 1.3198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.84, kappa: 0.7215, kb_relative_information_score: 0.7158, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8397, predictive_accuracy: 0.8404, prior_entropy: 1.3491, recall: 0.8404, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.85, kappa: 0.7389, kb_relative_information_score: 0.7361, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8493, predictive_accuracy: 0.8511, prior_entropy: 1.3491, recall: 0.8511, relative_absolute_error: 0.2591, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3151, root_relative_squared_error: 0.7199,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7305, kappa: 0.4657, kb_relative_information_score: 0.4613, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7142, prior_entropy: 1.3491, recall: 0.7142, relative_absolute_error: 0.4973, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4365, root_relative_squared_error: 0.9973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8311, f_measure: 0.802, kappa: 0.659, kb_relative_information_score: 0.6449, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8002, predictive_accuracy: 0.8086, prior_entropy: 1.3491, recall: 0.8086, relative_absolute_error: 0.3331, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3572, root_relative_squared_error: 0.8162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6995, kappa: 0.4037, kb_relative_information_score: 0.4114, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.681, prior_entropy: 1.3491, recall: 0.681, relative_absolute_error: 0.555, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4612, root_relative_squared_error: 1.0536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.7955, kappa: 0.6495, kb_relative_information_score: 0.6343, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7972, predictive_accuracy: 0.8054, prior_entropy: 1.3491, recall: 0.8054, relative_absolute_error: 0.3387, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3602, root_relative_squared_error: 0.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8349, f_measure: 0.8063, kappa: 0.6648, kb_relative_information_score: 0.6533, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8042, predictive_accuracy: 0.8106, prior_entropy: 1.3491, recall: 0.8106, relative_absolute_error: 0.3296, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.8119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7778, f_measure: 0.7242, kappa: 0.5589, kb_relative_information_score: 0.5355, mean_absolute_error: 0.1583, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7357, predictive_accuracy: 0.7626, prior_entropy: 1.3491, recall: 0.7626, relative_absolute_error: 0.413, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7128, kappa: 0.4304, kb_relative_information_score: 0.4331, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6954, prior_entropy: 1.3491, recall: 0.6954, relative_absolute_error: 0.5299, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4506, root_relative_squared_error: 1.0294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7618, kappa: 0.5272, kb_relative_information_score: 0.51, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7461, prior_entropy: 1.3491, recall: 0.7461, relative_absolute_error: 0.4417, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4114, root_relative_squared_error: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, kappa: 0.4051, kb_relative_information_score: 0.4126, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6818, prior_entropy: 1.3491, recall: 0.6818, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7272, kappa: 0.4594, kb_relative_information_score: 0.4564, mean_absolute_error: 0.1927, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7109, prior_entropy: 1.3491, recall: 0.7109, relative_absolute_error: 0.5029, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.439, root_relative_squared_error: 1.0029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7175, kappa: 0.4398, kb_relative_information_score: 0.4405, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7004, prior_entropy: 1.3491, recall: 0.7004, relative_absolute_error: 0.5213, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.74, kappa: 0.5691, kb_relative_information_score: 0.5486, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7383, predictive_accuracy: 0.7651, prior_entropy: 1.3491, recall: 0.7651, relative_absolute_error: 0.4086, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.824, f_measure: 0.7958, kappa: 0.6496, kb_relative_information_score: 0.635, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7971, predictive_accuracy: 0.8051, prior_entropy: 1.3491, recall: 0.8051, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3604, root_relative_squared_error: 0.8234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.586, f_measure: 0.5309, kappa: 0.1764, kb_relative_information_score: 0.2204, mean_absolute_error: 0.3089, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.5282, predictive_accuracy: 0.5367, prior_entropy: 1.3491, recall: 0.5367, relative_absolute_error: 0.806, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5557, root_relative_squared_error: 1.2697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8194, f_measure: 0.7897, kappa: 0.6405, kb_relative_information_score: 0.6246, mean_absolute_error: 0.1329, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7914, predictive_accuracy: 0.8006, prior_entropy: 1.3491, recall: 0.8006, relative_absolute_error: 0.3469, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3646, root_relative_squared_error: 0.8329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7413, kappa: 0.4876, kb_relative_information_score: 0.4789, mean_absolute_error: 0.1828, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7258, prior_entropy: 1.3491, recall: 0.7258, relative_absolute_error: 0.4771, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4276, root_relative_squared_error: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5758, f_measure: 0.5103, kappa: 0.1473, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3257, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.5095, predictive_accuracy: 0.5115, prior_entropy: 1.3491, recall: 0.5115, relative_absolute_error: 0.8499, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5707, root_relative_squared_error: 1.3038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.8078, kappa: 0.6683, kb_relative_information_score: 0.6546, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8057, predictive_accuracy: 0.8132, prior_entropy: 1.3491, recall: 0.8132, relative_absolute_error: 0.325, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3529, root_relative_squared_error: 0.8063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, f_measure: 0.8408, kappa: 0.7229, kb_relative_information_score: 0.7233, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8405, predictive_accuracy: 0.8412, prior_entropy: 1.3491, recall: 0.8412, relative_absolute_error: 0.2763, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.7433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6998, kappa: 0.4042, kb_relative_information_score: 0.4118, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6813, prior_entropy: 1.3491, recall: 0.6813, relative_absolute_error: 0.5545, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4609, root_relative_squared_error: 1.0531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1505, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.5146, prior_entropy: 1.3491, recall: 0.5146, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5689, root_relative_squared_error: 1.2997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7997, f_measure: 0.7573, kappa: 0.6012, kb_relative_information_score: 0.5764, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7613, predictive_accuracy: 0.7827, prior_entropy: 1.3491, recall: 0.7827, relative_absolute_error: 0.3781, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3806, root_relative_squared_error: 0.8696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6991, kappa: 0.4029, kb_relative_information_score: 0.4106, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6805, prior_entropy: 1.3491, recall: 0.6805, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4615, root_relative_squared_error: 1.0544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.543, f_measure: 0.4812, kappa: 0.0864, kb_relative_information_score: 0.1345, mean_absolute_error: 0.3402, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.4751, predictive_accuracy: 0.4898, prior_entropy: 1.3491, recall: 0.4898, relative_absolute_error: 0.8877, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5832, root_relative_squared_error: 1.3324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8262, f_measure: 0.7982, kappa: 0.6535, kb_relative_information_score: 0.6389, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7989, predictive_accuracy: 0.8071, prior_entropy: 1.3491, recall: 0.8071, relative_absolute_error: 0.3356, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3586, root_relative_squared_error: 0.8193,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7607, kappa: 0.5252, kb_relative_information_score: 0.5085, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7451, prior_entropy: 1.3491, recall: 0.7451, relative_absolute_error: 0.4435, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.9418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8152, f_measure: 0.783, kappa: 0.6316, kb_relative_information_score: 0.6132, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.785, predictive_accuracy: 0.7964, prior_entropy: 1.3491, recall: 0.7964, relative_absolute_error: 0.3543, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3685, root_relative_squared_error: 0.8418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.8364, kappa: 0.7153, kb_relative_information_score: 0.7166, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8361, predictive_accuracy: 0.8369, prior_entropy: 1.3491, recall: 0.8369, relative_absolute_error: 0.2838, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.7534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7003, kappa: 0.4054, kb_relative_information_score: 0.4128, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.682, prior_entropy: 1.3491, recall: 0.682, relative_absolute_error: 0.5533, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4605, root_relative_squared_error: 1.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, kappa: 0.4027, kb_relative_information_score: 0.4124, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.682, prior_entropy: 1.3491, recall: 0.682, relative_absolute_error: 0.5532, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4604, root_relative_squared_error: 1.0519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7834, f_measure: 0.7332, kappa: 0.5706, kb_relative_information_score: 0.5465, mean_absolute_error: 0.1544, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7414, predictive_accuracy: 0.7684, prior_entropy: 1.3491, recall: 0.7684, relative_absolute_error: 0.403, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.393, root_relative_squared_error: 0.8978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.825, f_measure: 0.7964, kappa: 0.6497, kb_relative_information_score: 0.636, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7959, predictive_accuracy: 0.8044, prior_entropy: 1.3491, recall: 0.8044, relative_absolute_error: 0.3404, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.8251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3861, f_measure: 0.291, kappa: -0.222, kb_relative_information_score: -0.1823, mean_absolute_error: 0.4751, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.2948, predictive_accuracy: 0.2873, prior_entropy: 1.3491, recall: 0.2873, relative_absolute_error: 1.2399, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.6893, root_relative_squared_error: 1.5748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7461, kappa: 0.4966, kb_relative_information_score: 0.4859, mean_absolute_error: 0.1798, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7303, prior_entropy: 1.3491, recall: 0.7303, relative_absolute_error: 0.4692, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.424, root_relative_squared_error: 0.9687,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8537, f_measure: 0.8288, kappa: 0.7021, kb_relative_information_score: 0.7005, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8282, predictive_accuracy: 0.8296, prior_entropy: 1.3491, recall: 0.8296, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.7701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6703, kappa: 0.3439, kb_relative_information_score: 0.3626, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6487, prior_entropy: 1.3491, recall: 0.6487, relative_absolute_error: 0.6112, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4839, root_relative_squared_error: 1.1056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.8582, kappa: 0.7532, kb_relative_information_score: 0.7527, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8578, predictive_accuracy: 0.8587, prior_entropy: 1.3491, recall: 0.8587, relative_absolute_error: 0.2458, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3069, root_relative_squared_error: 0.7011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7851, f_measure: 0.734, kappa: 0.5739, kb_relative_information_score: 0.5488, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7446, predictive_accuracy: 0.7703, prior_entropy: 1.3491, recall: 0.7703, relative_absolute_error: 0.3996, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3913, root_relative_squared_error: 0.894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8575, f_measure: 0.8315, kappa: 0.7069, kb_relative_information_score: 0.6994, mean_absolute_error: 0.1116, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8306, predictive_accuracy: 0.8326, prior_entropy: 1.3491, recall: 0.8326, relative_absolute_error: 0.2913, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.7633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.858, kappa: 0.7531, kb_relative_information_score: 0.749, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8574, predictive_accuracy: 0.859, prior_entropy: 1.3491, recall: 0.859, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.7005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7828, f_measure: 0.7309, kappa: 0.5694, kb_relative_information_score: 0.5447, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7408, predictive_accuracy: 0.7681, prior_entropy: 1.3491, recall: 0.7681, relative_absolute_error: 0.4034, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.8983,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.8534, kappa: 0.745, kb_relative_information_score: 0.7408, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8527, predictive_accuracy: 0.8546, prior_entropy: 1.3491, recall: 0.8546, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3113, root_relative_squared_error: 0.7113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7117, kappa: 0.4286, kb_relative_information_score: 0.4321, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6949, prior_entropy: 1.3491, recall: 0.6949, relative_absolute_error: 0.5309, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.451, root_relative_squared_error: 1.0304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.8048, kappa: 0.6636, kb_relative_information_score: 0.6494, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.803, predictive_accuracy: 0.8111, prior_entropy: 1.3491, recall: 0.8111, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3548, root_relative_squared_error: 0.8107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7227, kappa: 0.4504, kb_relative_information_score: 0.4494, mean_absolute_error: 0.1958, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7063, prior_entropy: 1.3491, recall: 0.7063, relative_absolute_error: 0.511, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4425, root_relative_squared_error: 1.0109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.574, f_measure: 0.5139, kappa: 0.1502, kb_relative_information_score: 0.1881, mean_absolute_error: 0.3226, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.512, predictive_accuracy: 0.5161, prior_entropy: 1.3491, recall: 0.5161, relative_absolute_error: 0.8419, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.568, root_relative_squared_error: 1.2976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.8603, kappa: 0.757, kb_relative_information_score: 0.7534, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8597, predictive_accuracy: 0.8612, prior_entropy: 1.3491, recall: 0.8612, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3042, root_relative_squared_error: 0.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6348, f_measure: 0.5766, kappa: 0.2711, kb_relative_information_score: 0.3021, mean_absolute_error: 0.2611, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.5483, predictive_accuracy: 0.6084, prior_entropy: 1.3491, recall: 0.6084, relative_absolute_error: 0.6813, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5109, root_relative_squared_error: 1.1673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8531, f_measure: 0.8262, kappa: 0.6985, kb_relative_information_score: 0.6878, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8247, predictive_accuracy: 0.8284, prior_entropy: 1.3491, recall: 0.8284, relative_absolute_error: 0.2986, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.7728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8184, f_measure: 0.7876, kappa: 0.6382, kb_relative_information_score: 0.6209, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7897, predictive_accuracy: 0.7997, prior_entropy: 1.3491, recall: 0.7997, relative_absolute_error: 0.3486, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.8349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8643, f_measure: 0.8414, kappa: 0.7248, kb_relative_information_score: 0.7144, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8403, predictive_accuracy: 0.844, prior_entropy: 1.3491, recall: 0.844, relative_absolute_error: 0.2715, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3225, root_relative_squared_error: 0.7368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7552, kappa: 0.5143, kb_relative_information_score: 0.4998, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7394, prior_entropy: 1.3491, recall: 0.7394, relative_absolute_error: 0.4534, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4168, root_relative_squared_error: 0.9523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, f_measure: 0.8603, kappa: 0.7569, kb_relative_information_score: 0.7537, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8597, predictive_accuracy: 0.8612, prior_entropy: 1.3491, recall: 0.8612, relative_absolute_error: 0.2415, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3042, root_relative_squared_error: 0.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7001, kappa: 0.4051, kb_relative_information_score: 0.4126, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6818, prior_entropy: 1.3491, recall: 0.6818, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5412, f_measure: 0.4794, kappa: 0.0827, kb_relative_information_score: 0.1322, mean_absolute_error: 0.3407, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.4729, predictive_accuracy: 0.4889, prior_entropy: 1.3491, recall: 0.4889, relative_absolute_error: 0.8892, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5837, root_relative_squared_error: 1.3336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.8396, kappa: 0.7209, kb_relative_information_score: 0.7142, mean_absolute_error: 0.1065, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.839, predictive_accuracy: 0.8403, prior_entropy: 1.3491, recall: 0.8403, relative_absolute_error: 0.2779, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.7455,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.8397, kappa: 0.7213, kb_relative_information_score: 0.7142, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.839, predictive_accuracy: 0.8406, prior_entropy: 1.3491, recall: 0.8406, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.7446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8389, f_measure: 0.8108, kappa: 0.6719, kb_relative_information_score: 0.6625, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8091, predictive_accuracy: 0.8138, prior_entropy: 1.3491, recall: 0.8138, relative_absolute_error: 0.3239, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3523, root_relative_squared_error: 0.8049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8254, f_measure: 0.7974, kappa: 0.6521, kb_relative_information_score: 0.6376, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7983, predictive_accuracy: 0.8064, prior_entropy: 1.3491, recall: 0.8064, relative_absolute_error: 0.3369, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3593, root_relative_squared_error: 0.8209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.872, f_measure: 0.8503, kappa: 0.7397, kb_relative_information_score: 0.7347, mean_absolute_error: 0.099, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8496, predictive_accuracy: 0.8514, prior_entropy: 1.3491, recall: 0.8514, relative_absolute_error: 0.2585, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8614, kappa: 0.7587, kb_relative_information_score: 0.7572, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8609, predictive_accuracy: 0.8621, prior_entropy: 1.3491, recall: 0.8621, relative_absolute_error: 0.2399, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3032, root_relative_squared_error: 0.6926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8173, f_measure: 0.7847, kappa: 0.6254, kb_relative_information_score: 0.6227, mean_absolute_error: 0.143, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.784, predictive_accuracy: 0.7854, prior_entropy: 1.3491, recall: 0.7854, relative_absolute_error: 0.3733, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3782, root_relative_squared_error: 0.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7756, f_measure: 0.7363, kappa: 0.5411, kb_relative_information_score: 0.5411, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7356, predictive_accuracy: 0.7372, prior_entropy: 1.3491, recall: 0.7372, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.9563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, kappa: 0.4776, kb_relative_information_score: 0.4707, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7203, prior_entropy: 1.3491, recall: 0.7203, relative_absolute_error: 0.4866, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4318, root_relative_squared_error: 0.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8614, kappa: 0.7587, kb_relative_information_score: 0.757, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8609, predictive_accuracy: 0.8622, prior_entropy: 1.3491, recall: 0.8622, relative_absolute_error: 0.2398, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.6925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8261, f_measure: 0.7982, kappa: 0.6533, kb_relative_information_score: 0.6388, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7988, predictive_accuracy: 0.807, prior_entropy: 1.3491, recall: 0.807, relative_absolute_error: 0.3359, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.8196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7165, kappa: 0.438, kb_relative_information_score: 0.4394, mean_absolute_error: 0.2002, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6997, prior_entropy: 1.3491, recall: 0.6997, relative_absolute_error: 0.5224, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4474, root_relative_squared_error: 1.0222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8564, f_measure: 0.8298, kappa: 0.7042, kb_relative_information_score: 0.6955, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8289, predictive_accuracy: 0.8311, prior_entropy: 1.3491, recall: 0.8311, relative_absolute_error: 0.2939, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.7667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7668, kappa: 0.5368, kb_relative_information_score: 0.5176, mean_absolute_error: 0.1659, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7511, prior_entropy: 1.3491, recall: 0.7511, relative_absolute_error: 0.433, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4073, root_relative_squared_error: 0.9306,

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

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From your own software

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

OpenML APIs