OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 112295 runs submitted
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  • at2 basic mythbusting mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_29 study_30 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.9182, kappa: 0.8187, kb_relative_information_score: 0.7589, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.453, weighted_recall: 0.9186, number_of_instances: 958, precision: 0.9182, predictive_accuracy: 0.9186, prior_entropy: 0.931, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2467, root_relative_squared_error: 0.5184, unweighted_recall: 0.9059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8596, f_measure: 0.7804, kappa: 0.5094, kb_relative_information_score: 0.4198, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.453, weighted_recall: 0.7839, number_of_instances: 958, precision: 0.7798, predictive_accuracy: 0.7839, prior_entropy: 0.931, relative_absolute_error: 0.5769, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3742, root_relative_squared_error: 0.7863, unweighted_recall: 0.7477,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, f_measure: 0.8067, kappa: 0.5783, kb_relative_information_score: 0.5547, mean_absolute_error: 0.1938, mean_prior_absolute_error: 0.453, weighted_recall: 0.8048, number_of_instances: 958, precision: 0.8103, predictive_accuracy: 0.8048, prior_entropy: 0.931, relative_absolute_error: 0.4279, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3814, root_relative_squared_error: 0.8015, unweighted_recall: 0.7955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9145, kappa: 0.8115, kb_relative_information_score: 0.7766, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.453, weighted_recall: 0.9144, number_of_instances: 958, precision: 0.9147, predictive_accuracy: 0.9144, prior_entropy: 0.931, relative_absolute_error: 0.2192, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.5133, unweighted_recall: 0.9069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.9039, kappa: 0.7877, kb_relative_information_score: 0.7604, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.453, weighted_recall: 0.904, number_of_instances: 958, precision: 0.9038, predictive_accuracy: 0.904, prior_entropy: 0.931, relative_absolute_error: 0.2357, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.557, unweighted_recall: 0.8933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.8952, kappa: 0.7703, kb_relative_information_score: 0.6954, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.453, weighted_recall: 0.8946, number_of_instances: 958, precision: 0.8966, predictive_accuracy: 0.8946, prior_entropy: 0.931, relative_absolute_error: 0.3087, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.5814, unweighted_recall: 0.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7927, f_measure: 0.7443, kappa: 0.4274, kb_relative_information_score: 0.2987, mean_absolute_error: 0.3153, mean_prior_absolute_error: 0.453, weighted_recall: 0.7495, number_of_instances: 958, precision: 0.7432, predictive_accuracy: 0.7495, prior_entropy: 0.931, relative_absolute_error: 0.6959, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.8756, unweighted_recall: 0.7065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9095, f_measure: 0.8444, kappa: 0.6591, kb_relative_information_score: 0.6035, mean_absolute_error: 0.1752, mean_prior_absolute_error: 0.453, weighted_recall: 0.8434, number_of_instances: 958, precision: 0.8462, predictive_accuracy: 0.8434, prior_entropy: 0.931, relative_absolute_error: 0.3868, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3313, root_relative_squared_error: 0.6962, unweighted_recall: 0.8342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.906, kappa: 0.7923, kb_relative_information_score: 0.7354, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.453, weighted_recall: 0.9061, number_of_instances: 958, precision: 0.9059, predictive_accuracy: 0.9061, prior_entropy: 0.931, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.26, root_relative_squared_error: 0.5464, unweighted_recall: 0.8956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.8904, kappa: 0.7582, kb_relative_information_score: 0.7077, mean_absolute_error: 0.133, mean_prior_absolute_error: 0.453, weighted_recall: 0.8904, number_of_instances: 958, precision: 0.8905, predictive_accuracy: 0.8904, prior_entropy: 0.931, relative_absolute_error: 0.2937, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5596, unweighted_recall: 0.8794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9745, f_measure: 0.929, kappa: 0.8431, kb_relative_information_score: 0.8072, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.453, weighted_recall: 0.929, number_of_instances: 958, precision: 0.9289, predictive_accuracy: 0.929, prior_entropy: 0.931, relative_absolute_error: 0.1884, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2251, root_relative_squared_error: 0.473, unweighted_recall: 0.9209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8551, f_measure: 0.7667, kappa: 0.4859, kb_relative_information_score: 0.3787, mean_absolute_error: 0.2811, mean_prior_absolute_error: 0.453, weighted_recall: 0.7662, number_of_instances: 958, precision: 0.7672, predictive_accuracy: 0.7662, prior_entropy: 0.931, relative_absolute_error: 0.6205, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3814, root_relative_squared_error: 0.8015, unweighted_recall: 0.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8841, kappa: 0.744, kb_relative_information_score: 0.688, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.453, weighted_recall: 0.8841, number_of_instances: 958, precision: 0.8841, predictive_accuracy: 0.8841, prior_entropy: 0.931, relative_absolute_error: 0.3111, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.6035, unweighted_recall: 0.8717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9258, kappa: 0.8358, kb_relative_information_score: 0.7555, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.453, weighted_recall: 0.9259, number_of_instances: 958, precision: 0.9257, predictive_accuracy: 0.9259, prior_entropy: 0.931, relative_absolute_error: 0.2505, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.5131, unweighted_recall: 0.9164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8196, kappa: 0.6021, kb_relative_information_score: 0.5265, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.453, weighted_recall: 0.8194, number_of_instances: 958, precision: 0.8198, predictive_accuracy: 0.8194, prior_entropy: 0.931, relative_absolute_error: 0.4665, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3483, root_relative_squared_error: 0.732, unweighted_recall: 0.8017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8587, f_measure: 0.7791, kappa: 0.5091, kb_relative_information_score: 0.395, mean_absolute_error: 0.2739, mean_prior_absolute_error: 0.453, weighted_recall: 0.7808, number_of_instances: 958, precision: 0.7782, predictive_accuracy: 0.7808, prior_entropy: 0.931, relative_absolute_error: 0.6046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3776, root_relative_squared_error: 0.7936, unweighted_recall: 0.7509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8277, f_measure: 0.7518, kappa: 0.4483, kb_relative_information_score: 0.3555, mean_absolute_error: 0.2897, mean_prior_absolute_error: 0.453, weighted_recall: 0.7537, number_of_instances: 958, precision: 0.7506, predictive_accuracy: 0.7537, prior_entropy: 0.931, relative_absolute_error: 0.6395, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3999, root_relative_squared_error: 0.8404, unweighted_recall: 0.721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8681, kappa: 0.7104, kb_relative_information_score: 0.6886, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.453, weighted_recall: 0.8674, number_of_instances: 958, precision: 0.8692, predictive_accuracy: 0.8674, prior_entropy: 0.931, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2963, root_relative_squared_error: 0.6226, unweighted_recall: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.7713, kappa: 0.4925, kb_relative_information_score: 0.4254, mean_absolute_error: 0.259, mean_prior_absolute_error: 0.453, weighted_recall: 0.7724, number_of_instances: 958, precision: 0.7704, predictive_accuracy: 0.7724, prior_entropy: 0.931, relative_absolute_error: 0.5718, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3745, root_relative_squared_error: 0.7869, unweighted_recall: 0.7438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.7528, kappa: 0.449, kb_relative_information_score: 0.3824, mean_absolute_error: 0.2755, mean_prior_absolute_error: 0.453, weighted_recall: 0.7557, number_of_instances: 958, precision: 0.7515, predictive_accuracy: 0.7557, prior_entropy: 0.931, relative_absolute_error: 0.6082, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3827, root_relative_squared_error: 0.8041, unweighted_recall: 0.7197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.906, f_measure: 0.8226, kappa: 0.6063, kb_relative_information_score: 0.5254, mean_absolute_error: 0.2146, mean_prior_absolute_error: 0.453, weighted_recall: 0.8236, number_of_instances: 958, precision: 0.822, predictive_accuracy: 0.8236, prior_entropy: 0.931, relative_absolute_error: 0.4737, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.7214, unweighted_recall: 0.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.767, kappa: 0.4849, kb_relative_information_score: 0.3874, mean_absolute_error: 0.2751, mean_prior_absolute_error: 0.453, weighted_recall: 0.7672, number_of_instances: 958, precision: 0.7667, predictive_accuracy: 0.7672, prior_entropy: 0.931, relative_absolute_error: 0.6072, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3846, root_relative_squared_error: 0.8082, unweighted_recall: 0.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9109, f_measure: 0.8459, kappa: 0.6585, kb_relative_information_score: 0.5867, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.453, weighted_recall: 0.8466, number_of_instances: 958, precision: 0.8455, predictive_accuracy: 0.8466, prior_entropy: 0.931, relative_absolute_error: 0.4071, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.7047, unweighted_recall: 0.8267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8835, f_measure: 0.7842, kappa: 0.5266, kb_relative_information_score: 0.4666, mean_absolute_error: 0.2369, mean_prior_absolute_error: 0.453, weighted_recall: 0.7829, number_of_instances: 958, precision: 0.786, predictive_accuracy: 0.7829, prior_entropy: 0.931, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3627, root_relative_squared_error: 0.7622, unweighted_recall: 0.7667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.89, f_measure: 0.8137, kappa: 0.5901, kb_relative_information_score: 0.4791, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.453, weighted_recall: 0.8132, number_of_instances: 958, precision: 0.8144, predictive_accuracy: 0.8132, prior_entropy: 0.931, relative_absolute_error: 0.5208, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3552, root_relative_squared_error: 0.7463, unweighted_recall: 0.7969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9498, f_measure: 0.8961, kappa: 0.7694, kb_relative_information_score: 0.7299, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.453, weighted_recall: 0.8967, number_of_instances: 958, precision: 0.896, predictive_accuracy: 0.8967, prior_entropy: 0.931, relative_absolute_error: 0.2665, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.5675, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.7722, kappa: 0.4992, kb_relative_information_score: 0.4143, mean_absolute_error: 0.2599, mean_prior_absolute_error: 0.453, weighted_recall: 0.7714, number_of_instances: 958, precision: 0.7733, predictive_accuracy: 0.7714, prior_entropy: 0.931, relative_absolute_error: 0.5738, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3753, root_relative_squared_error: 0.7886, unweighted_recall: 0.7515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.8293, kappa: 0.6219, kb_relative_information_score: 0.5484, mean_absolute_error: 0.2026, mean_prior_absolute_error: 0.453, weighted_recall: 0.8299, number_of_instances: 958, precision: 0.8289, predictive_accuracy: 0.8299, prior_entropy: 0.931, relative_absolute_error: 0.4473, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3383, root_relative_squared_error: 0.7109, unweighted_recall: 0.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.9023, kappa: 0.7852, kb_relative_information_score: 0.7603, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.453, weighted_recall: 0.9019, number_of_instances: 958, precision: 0.903, predictive_accuracy: 0.9019, prior_entropy: 0.931, relative_absolute_error: 0.2322, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2634, root_relative_squared_error: 0.5536, unweighted_recall: 0.8959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.8097, kappa: 0.5815, kb_relative_information_score: 0.5258, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.453, weighted_recall: 0.809, number_of_instances: 958, precision: 0.8106, predictive_accuracy: 0.809, prior_entropy: 0.931, relative_absolute_error: 0.4635, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3584, root_relative_squared_error: 0.7531, unweighted_recall: 0.793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8606, kappa: 0.6933, kb_relative_information_score: 0.6078, mean_absolute_error: 0.1773, mean_prior_absolute_error: 0.453, weighted_recall: 0.8601, number_of_instances: 958, precision: 0.8613, predictive_accuracy: 0.8601, prior_entropy: 0.931, relative_absolute_error: 0.3913, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3117, root_relative_squared_error: 0.655, unweighted_recall: 0.8491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.879, kappa: 0.733, kb_relative_information_score: 0.6761, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.453, weighted_recall: 0.8789, number_of_instances: 958, precision: 0.8791, predictive_accuracy: 0.8789, prior_entropy: 0.931, relative_absolute_error: 0.3291, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5882, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.8245, kappa: 0.6146, kb_relative_information_score: 0.556, mean_absolute_error: 0.197, mean_prior_absolute_error: 0.453, weighted_recall: 0.8236, number_of_instances: 958, precision: 0.8258, predictive_accuracy: 0.8236, prior_entropy: 0.931, relative_absolute_error: 0.435, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3528, root_relative_squared_error: 0.7415, unweighted_recall: 0.8106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6761, f_measure: 0.6461, kappa: 0.1993, kb_relative_information_score: 0.1066, mean_absolute_error: 0.3988, mean_prior_absolute_error: 0.453, weighted_recall: 0.6722, number_of_instances: 958, precision: 0.6497, predictive_accuracy: 0.6722, prior_entropy: 0.931, relative_absolute_error: 0.8804, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.456, root_relative_squared_error: 0.9582, unweighted_recall: 0.5901,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8295, f_measure: 0.7485, kappa: 0.4356, kb_relative_information_score: 0.3559, mean_absolute_error: 0.289, mean_prior_absolute_error: 0.453, weighted_recall: 0.7547, number_of_instances: 958, precision: 0.7482, predictive_accuracy: 0.7547, prior_entropy: 0.931, relative_absolute_error: 0.6379, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3921, root_relative_squared_error: 0.8241, unweighted_recall: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, f_measure: 0.8858, kappa: 0.7493, kb_relative_information_score: 0.7202, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.453, weighted_recall: 0.8852, number_of_instances: 958, precision: 0.8869, predictive_accuracy: 0.8852, prior_entropy: 0.931, relative_absolute_error: 0.2722, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.5943, unweighted_recall: 0.8789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.8724, kappa: 0.7203, kb_relative_information_score: 0.6744, mean_absolute_error: 0.1445, mean_prior_absolute_error: 0.453, weighted_recall: 0.8716, number_of_instances: 958, precision: 0.8739, predictive_accuracy: 0.8716, prior_entropy: 0.931, relative_absolute_error: 0.319, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6294, unweighted_recall: 0.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.9141, kappa: 0.8097, kb_relative_information_score: 0.7409, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.453, weighted_recall: 0.9144, number_of_instances: 958, precision: 0.914, predictive_accuracy: 0.9144, prior_entropy: 0.931, relative_absolute_error: 0.2653, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2481, root_relative_squared_error: 0.5214, unweighted_recall: 0.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8363, kappa: 0.6389, kb_relative_information_score: 0.5566, mean_absolute_error: 0.2005, mean_prior_absolute_error: 0.453, weighted_recall: 0.8361, number_of_instances: 958, precision: 0.8365, predictive_accuracy: 0.8361, prior_entropy: 0.931, relative_absolute_error: 0.4426, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.6879, unweighted_recall: 0.8201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, f_measure: 0.7302, kappa: 0.3944, kb_relative_information_score: 0.2688, mean_absolute_error: 0.3333, mean_prior_absolute_error: 0.453, weighted_recall: 0.737, number_of_instances: 958, precision: 0.7292, predictive_accuracy: 0.737, prior_entropy: 0.931, relative_absolute_error: 0.7358, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4163, root_relative_squared_error: 0.8749, unweighted_recall: 0.6891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.9077, kappa: 0.7979, kb_relative_information_score: 0.7943, mean_absolute_error: 0.0892, mean_prior_absolute_error: 0.453, weighted_recall: 0.9071, number_of_instances: 958, precision: 0.9093, predictive_accuracy: 0.9071, prior_entropy: 0.931, relative_absolute_error: 0.1969, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.266, root_relative_squared_error: 0.5589, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.8618, kappa: 0.6963, kb_relative_information_score: 0.6255, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.453, weighted_recall: 0.8612, number_of_instances: 958, precision: 0.8627, predictive_accuracy: 0.8612, prior_entropy: 0.931, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3121, root_relative_squared_error: 0.6558, unweighted_recall: 0.8513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.968, f_measure: 0.9145, kappa: 0.8113, kb_relative_information_score: 0.7723, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.453, weighted_recall: 0.9144, number_of_instances: 958, precision: 0.9145, predictive_accuracy: 0.9144, prior_entropy: 0.931, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.242, root_relative_squared_error: 0.5086, unweighted_recall: 0.9062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.8948, kappa: 0.768, kb_relative_information_score: 0.6962, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.453, weighted_recall: 0.8946, number_of_instances: 958, precision: 0.895, predictive_accuracy: 0.8946, prior_entropy: 0.931, relative_absolute_error: 0.3109, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.5699, unweighted_recall: 0.8854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, f_measure: 0.9077, kappa: 0.7979, kb_relative_information_score: 0.7899, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.453, weighted_recall: 0.9071, number_of_instances: 958, precision: 0.9093, predictive_accuracy: 0.9071, prior_entropy: 0.931, relative_absolute_error: 0.2016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.5604, unweighted_recall: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.8857, kappa: 0.7465, kb_relative_information_score: 0.6703, mean_absolute_error: 0.1509, mean_prior_absolute_error: 0.453, weighted_recall: 0.8862, number_of_instances: 958, precision: 0.8855, predictive_accuracy: 0.8862, prior_entropy: 0.931, relative_absolute_error: 0.3331, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2884, root_relative_squared_error: 0.6061, unweighted_recall: 0.8698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7867, f_measure: 0.7374, kappa: 0.4086, kb_relative_information_score: 0.2787, mean_absolute_error: 0.3254, mean_prior_absolute_error: 0.453, weighted_recall: 0.7463, number_of_instances: 958, precision: 0.7385, predictive_accuracy: 0.7463, prior_entropy: 0.931, relative_absolute_error: 0.7183, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4155, root_relative_squared_error: 0.8732, unweighted_recall: 0.6934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.7847, kappa: 0.5266, kb_relative_information_score: 0.4239, mean_absolute_error: 0.2578, mean_prior_absolute_error: 0.453, weighted_recall: 0.7839, number_of_instances: 958, precision: 0.7857, predictive_accuracy: 0.7839, prior_entropy: 0.931, relative_absolute_error: 0.5691, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3939, root_relative_squared_error: 0.8277, unweighted_recall: 0.7653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.9071, kappa: 0.7947, kb_relative_information_score: 0.777, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.453, weighted_recall: 0.9071, number_of_instances: 958, precision: 0.907, predictive_accuracy: 0.9071, prior_entropy: 0.931, relative_absolute_error: 0.2172, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2432, root_relative_squared_error: 0.511, unweighted_recall: 0.8971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.9136, kappa: 0.8099, kb_relative_information_score: 0.7859, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.453, weighted_recall: 0.9134, number_of_instances: 958, precision: 0.9141, predictive_accuracy: 0.9134, prior_entropy: 0.931, relative_absolute_error: 0.2081, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.5165, unweighted_recall: 0.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9003, kappa: 0.7809, kb_relative_information_score: 0.7441, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.453, weighted_recall: 0.8998, number_of_instances: 958, precision: 0.9011, predictive_accuracy: 0.8998, prior_entropy: 0.931, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2623, root_relative_squared_error: 0.5512, unweighted_recall: 0.8943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9226, kappa: 0.829, kb_relative_information_score: 0.8136, mean_absolute_error: 0.0825, mean_prior_absolute_error: 0.453, weighted_recall: 0.9228, number_of_instances: 958, precision: 0.9226, predictive_accuracy: 0.9228, prior_entropy: 0.931, relative_absolute_error: 0.1821, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.4723, unweighted_recall: 0.9133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8161, f_measure: 0.747, kappa: 0.4407, kb_relative_information_score: 0.3739, mean_absolute_error: 0.2783, mean_prior_absolute_error: 0.453, weighted_recall: 0.7474, number_of_instances: 958, precision: 0.7467, predictive_accuracy: 0.7474, prior_entropy: 0.931, relative_absolute_error: 0.6144, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4081, root_relative_squared_error: 0.8576, unweighted_recall: 0.7197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8725, kappa: 0.718, kb_relative_information_score: 0.6326, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.453, weighted_recall: 0.8727, number_of_instances: 958, precision: 0.8723, predictive_accuracy: 0.8727, prior_entropy: 0.931, relative_absolute_error: 0.368, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3084, root_relative_squared_error: 0.648, unweighted_recall: 0.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.8682, kappa: 0.7108, kb_relative_information_score: 0.6848, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.453, weighted_recall: 0.8674, number_of_instances: 958, precision: 0.8695, predictive_accuracy: 0.8674, prior_entropy: 0.931, relative_absolute_error: 0.306, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.6342, unweighted_recall: 0.8597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8778, f_measure: 0.7642, kappa: 0.4823, kb_relative_information_score: 0.4556, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.453, weighted_recall: 0.763, number_of_instances: 958, precision: 0.7658, predictive_accuracy: 0.763, prior_entropy: 0.931, relative_absolute_error: 0.531, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.7729, unweighted_recall: 0.7437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.7925, kappa: 0.5423, kb_relative_information_score: 0.4903, mean_absolute_error: 0.2276, mean_prior_absolute_error: 0.453, weighted_recall: 0.7923, number_of_instances: 958, precision: 0.7927, predictive_accuracy: 0.7923, prior_entropy: 0.931, relative_absolute_error: 0.5023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3546, root_relative_squared_error: 0.7452, unweighted_recall: 0.7717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.8364, kappa: 0.6394, kb_relative_information_score: 0.5483, mean_absolute_error: 0.203, mean_prior_absolute_error: 0.453, weighted_recall: 0.8361, number_of_instances: 958, precision: 0.8367, predictive_accuracy: 0.8361, prior_entropy: 0.931, relative_absolute_error: 0.4481, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.7148, unweighted_recall: 0.8208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.8975, kappa: 0.7732, kb_relative_information_score: 0.6999, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.453, weighted_recall: 0.8977, number_of_instances: 958, precision: 0.8973, predictive_accuracy: 0.8977, prior_entropy: 0.931, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.5727, unweighted_recall: 0.8849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.9027, kappa: 0.7876, kb_relative_information_score: 0.779, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.453, weighted_recall: 0.9019, number_of_instances: 958, precision: 0.9052, predictive_accuracy: 0.9019, prior_entropy: 0.931, relative_absolute_error: 0.2133, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.571, unweighted_recall: 0.9016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8572, f_measure: 0.7613, kappa: 0.4715, kb_relative_information_score: 0.4064, mean_absolute_error: 0.2646, mean_prior_absolute_error: 0.453, weighted_recall: 0.762, number_of_instances: 958, precision: 0.7607, predictive_accuracy: 0.762, prior_entropy: 0.931, relative_absolute_error: 0.584, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3801, root_relative_squared_error: 0.7987, unweighted_recall: 0.7344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.8984, kappa: 0.7776, kb_relative_information_score: 0.7623, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.453, weighted_recall: 0.8977, number_of_instances: 958, precision: 0.9002, predictive_accuracy: 0.8977, prior_entropy: 0.931, relative_absolute_error: 0.2284, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.5697, unweighted_recall: 0.8948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.9056, kappa: 0.7905, kb_relative_information_score: 0.7378, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.453, weighted_recall: 0.9061, number_of_instances: 958, precision: 0.9055, predictive_accuracy: 0.9061, prior_entropy: 0.931, relative_absolute_error: 0.2663, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2602, root_relative_squared_error: 0.5468, unweighted_recall: 0.8913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9352, f_measure: 0.8599, kappa: 0.6903, kb_relative_information_score: 0.6075, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.453, weighted_recall: 0.8601, number_of_instances: 958, precision: 0.8598, predictive_accuracy: 0.8601, prior_entropy: 0.931, relative_absolute_error: 0.3925, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3087, root_relative_squared_error: 0.6486, unweighted_recall: 0.8442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8306, kappa: 0.6277, kb_relative_information_score: 0.5443, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.453, weighted_recall: 0.8299, number_of_instances: 958, precision: 0.8317, predictive_accuracy: 0.8299, prior_entropy: 0.931, relative_absolute_error: 0.4541, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.6854, unweighted_recall: 0.8168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9746, f_measure: 0.9136, kappa: 0.8099, kb_relative_information_score: 0.7963, mean_absolute_error: 0.0899, mean_prior_absolute_error: 0.453, weighted_recall: 0.9134, number_of_instances: 958, precision: 0.9141, predictive_accuracy: 0.9134, prior_entropy: 0.931, relative_absolute_error: 0.1985, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.4856, unweighted_recall: 0.9075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, f_measure: 0.8848, kappa: 0.7472, kb_relative_information_score: 0.7237, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.453, weighted_recall: 0.8841, number_of_instances: 958, precision: 0.886, predictive_accuracy: 0.8841, prior_entropy: 0.931, relative_absolute_error: 0.2677, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2823, root_relative_squared_error: 0.5931, unweighted_recall: 0.8781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.95, kappa: 0.89, kb_relative_information_score: 0.8756, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.453, weighted_recall: 0.9499, number_of_instances: 958, precision: 0.9503, predictive_accuracy: 0.9499, prior_entropy: 0.931, relative_absolute_error: 0.1218, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4262, unweighted_recall: 0.9475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8582, f_measure: 0.7825, kappa: 0.5118, kb_relative_information_score: 0.4142, mean_absolute_error: 0.2651, mean_prior_absolute_error: 0.453, weighted_recall: 0.7881, number_of_instances: 958, precision: 0.7836, predictive_accuracy: 0.7881, prior_entropy: 0.931, relative_absolute_error: 0.5852, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.7883, unweighted_recall: 0.7452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9528, f_measure: 0.8987, kappa: 0.7763, kb_relative_information_score: 0.7465, mean_absolute_error: 0.1117, mean_prior_absolute_error: 0.453, weighted_recall: 0.8987, number_of_instances: 958, precision: 0.8987, predictive_accuracy: 0.8987, prior_entropy: 0.931, relative_absolute_error: 0.2466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.268, root_relative_squared_error: 0.5631, unweighted_recall: 0.8879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.9216, kappa: 0.8268, kb_relative_information_score: 0.7541, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.453, weighted_recall: 0.9217, number_of_instances: 958, precision: 0.9216, predictive_accuracy: 0.9217, prior_entropy: 0.931, relative_absolute_error: 0.2509, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.5284, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.9198, kappa: 0.8234, kb_relative_information_score: 0.7477, mean_absolute_error: 0.1157, mean_prior_absolute_error: 0.453, weighted_recall: 0.9196, number_of_instances: 958, precision: 0.9201, predictive_accuracy: 0.9196, prior_entropy: 0.931, relative_absolute_error: 0.2554, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.5246, unweighted_recall: 0.9137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8333, kappa: 0.6328, kb_relative_information_score: 0.5502, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.453, weighted_recall: 0.833, number_of_instances: 958, precision: 0.8337, predictive_accuracy: 0.833, prior_entropy: 0.931, relative_absolute_error: 0.4477, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3342, root_relative_squared_error: 0.7023, unweighted_recall: 0.8177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8756, kappa: 0.7248, kb_relative_information_score: 0.6704, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.453, weighted_recall: 0.8758, number_of_instances: 958, precision: 0.8754, predictive_accuracy: 0.8758, prior_entropy: 0.931, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.617, unweighted_recall: 0.8611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9403, f_measure: 0.8835, kappa: 0.7437, kb_relative_information_score: 0.6538, mean_absolute_error: 0.1598, mean_prior_absolute_error: 0.453, weighted_recall: 0.8831, number_of_instances: 958, precision: 0.8841, predictive_accuracy: 0.8831, prior_entropy: 0.931, relative_absolute_error: 0.3527, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.295, root_relative_squared_error: 0.62, unweighted_recall: 0.8745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8834, kappa: 0.7433, kb_relative_information_score: 0.7015, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.453, weighted_recall: 0.8831, number_of_instances: 958, precision: 0.8839, predictive_accuracy: 0.8831, prior_entropy: 0.931, relative_absolute_error: 0.2942, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2852, root_relative_squared_error: 0.5994, unweighted_recall: 0.8738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9179, kappa: 0.8196, kb_relative_information_score: 0.7988, mean_absolute_error: 0.0891, mean_prior_absolute_error: 0.453, weighted_recall: 0.9175, number_of_instances: 958, precision: 0.9186, predictive_accuracy: 0.9175, prior_entropy: 0.931, relative_absolute_error: 0.1968, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.4781, unweighted_recall: 0.9136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7715, f_measure: 0.7134, kappa: 0.3569, kb_relative_information_score: 0.2433, mean_absolute_error: 0.3412, mean_prior_absolute_error: 0.453, weighted_recall: 0.7203, number_of_instances: 958, precision: 0.7117, predictive_accuracy: 0.7203, prior_entropy: 0.931, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4252, root_relative_squared_error: 0.8935, unweighted_recall: 0.6714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.9165, kappa: 0.8156, kb_relative_information_score: 0.7369, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.453, weighted_recall: 0.9165, number_of_instances: 958, precision: 0.9165, predictive_accuracy: 0.9165, prior_entropy: 0.931, relative_absolute_error: 0.2682, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2563, root_relative_squared_error: 0.5386, unweighted_recall: 0.9078,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9272, kappa: 0.8398, kb_relative_information_score: 0.8129, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.453, weighted_recall: 0.9269, number_of_instances: 958, precision: 0.9276, predictive_accuracy: 0.9269, prior_entropy: 0.931, relative_absolute_error: 0.183, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.4781, unweighted_recall: 0.9229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8902, kappa: 0.7571, kb_relative_information_score: 0.7184, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.453, weighted_recall: 0.8904, number_of_instances: 958, precision: 0.8901, predictive_accuracy: 0.8904, prior_entropy: 0.931, relative_absolute_error: 0.277, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.5663, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.7286, kappa: 0.3937, kb_relative_information_score: 0.3517, mean_absolute_error: 0.288, mean_prior_absolute_error: 0.453, weighted_recall: 0.7328, number_of_instances: 958, precision: 0.7269, predictive_accuracy: 0.7328, prior_entropy: 0.931, relative_absolute_error: 0.6357, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4132, root_relative_squared_error: 0.8683, unweighted_recall: 0.6916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9225, kappa: 0.8285, kb_relative_information_score: 0.76, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.453, weighted_recall: 0.9228, number_of_instances: 958, precision: 0.9224, predictive_accuracy: 0.9228, prior_entropy: 0.931, relative_absolute_error: 0.2455, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2403, root_relative_squared_error: 0.5049, unweighted_recall: 0.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9241, f_measure: 0.8453, kappa: 0.6607, kb_relative_information_score: 0.5769, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.453, weighted_recall: 0.8445, number_of_instances: 958, precision: 0.8468, predictive_accuracy: 0.8445, prior_entropy: 0.931, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.6822, unweighted_recall: 0.8343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8474, kappa: 0.6626, kb_relative_information_score: 0.6155, mean_absolute_error: 0.174, mean_prior_absolute_error: 0.453, weighted_recall: 0.8476, number_of_instances: 958, precision: 0.8472, predictive_accuracy: 0.8476, prior_entropy: 0.931, relative_absolute_error: 0.3841, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.6678, unweighted_recall: 0.8303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9477, f_measure: 0.8687, kappa: 0.7108, kb_relative_information_score: 0.6459, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.453, weighted_recall: 0.8685, number_of_instances: 958, precision: 0.8691, predictive_accuracy: 0.8685, prior_entropy: 0.931, relative_absolute_error: 0.3573, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2912, root_relative_squared_error: 0.6118, unweighted_recall: 0.8569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9573, f_measure: 0.8887, kappa: 0.7553, kb_relative_information_score: 0.6922, mean_absolute_error: 0.1414, mean_prior_absolute_error: 0.453, weighted_recall: 0.8883, number_of_instances: 958, precision: 0.8894, predictive_accuracy: 0.8883, prior_entropy: 0.931, relative_absolute_error: 0.3121, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2744, root_relative_squared_error: 0.5766, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9348, kappa: 0.8577, kb_relative_information_score: 0.85, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.453, weighted_recall: 0.9342, number_of_instances: 958, precision: 0.9372, predictive_accuracy: 0.9342, prior_entropy: 0.931, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2103, root_relative_squared_error: 0.442, unweighted_recall: 0.9377,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9281, f_measure: 0.8567, kappa: 0.6855, kb_relative_information_score: 0.6259, mean_absolute_error: 0.1667, mean_prior_absolute_error: 0.453, weighted_recall: 0.8559, number_of_instances: 958, precision: 0.858, predictive_accuracy: 0.8559, prior_entropy: 0.931, relative_absolute_error: 0.368, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3144, root_relative_squared_error: 0.6607, unweighted_recall: 0.8466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.9032, kappa: 0.787, kb_relative_information_score: 0.7686, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.453, weighted_recall: 0.9029, number_of_instances: 958, precision: 0.9037, predictive_accuracy: 0.9029, prior_entropy: 0.931, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2553, root_relative_squared_error: 0.5365, unweighted_recall: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8889, kappa: 0.7563, kb_relative_information_score: 0.6747, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.453, weighted_recall: 0.8883, number_of_instances: 958, precision: 0.8902, predictive_accuracy: 0.8883, prior_entropy: 0.931, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.287, root_relative_squared_error: 0.6031, unweighted_recall: 0.8827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8649, kappa: 0.7008, kb_relative_information_score: 0.6869, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.453, weighted_recall: 0.8653, number_of_instances: 958, precision: 0.8646, predictive_accuracy: 0.8653, prior_entropy: 0.931, relative_absolute_error: 0.3039, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.6201, unweighted_recall: 0.8482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8716, f_measure: 0.7777, kappa: 0.5151, kb_relative_information_score: 0.4167, mean_absolute_error: 0.2627, mean_prior_absolute_error: 0.453, weighted_recall: 0.7756, number_of_instances: 958, precision: 0.7815, predictive_accuracy: 0.7756, prior_entropy: 0.931, relative_absolute_error: 0.5799, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3712, root_relative_squared_error: 0.7801, unweighted_recall: 0.7632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9049, f_measure: 0.8273, kappa: 0.6178, kb_relative_information_score: 0.5328, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.453, weighted_recall: 0.8278, number_of_instances: 958, precision: 0.827, predictive_accuracy: 0.8278, prior_entropy: 0.931, relative_absolute_error: 0.4643, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.7159, unweighted_recall: 0.8074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9064, f_measure: 0.8184, kappa: 0.6015, kb_relative_information_score: 0.5222, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.453, weighted_recall: 0.8173, number_of_instances: 958, precision: 0.8199, predictive_accuracy: 0.8173, prior_entropy: 0.931, relative_absolute_error: 0.4735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3412, root_relative_squared_error: 0.717, unweighted_recall: 0.8043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.9248, kappa: 0.8341, kb_relative_information_score: 0.7866, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.453, weighted_recall: 0.9248, number_of_instances: 958, precision: 0.9248, predictive_accuracy: 0.9248, prior_entropy: 0.931, relative_absolute_error: 0.2122, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2372, root_relative_squared_error: 0.4985, unweighted_recall: 0.917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8771, kappa: 0.7271, kb_relative_information_score: 0.6396, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.453, weighted_recall: 0.8779, number_of_instances: 958, precision: 0.8769, predictive_accuracy: 0.8779, prior_entropy: 0.931, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.6213, unweighted_recall: 0.8592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9052, f_measure: 0.8068, kappa: 0.5711, kb_relative_information_score: 0.5099, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.453, weighted_recall: 0.8079, number_of_instances: 958, precision: 0.8061, predictive_accuracy: 0.8079, prior_entropy: 0.931, relative_absolute_error: 0.4849, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3397, root_relative_squared_error: 0.7138, unweighted_recall: 0.7823,

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

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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