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: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.9075, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9917, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.2299, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.6956, kappa: 0.3113, kb_relative_information_score: 0.1652, mean_absolute_error: 0.3825, mean_prior_absolute_error: 0.453, weighted_recall: 0.7192, number_of_instances: 958, precision: 0.7092, predictive_accuracy: 0.7192, prior_entropy: 0.931, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.8901, unweighted_recall: 0.6401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9946, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0169, root_relative_squared_error: 0.0354, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0143, root_relative_squared_error: 0.03, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.8887, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.2443, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9476, kappa: 0.8839, kb_relative_information_score: 0.6449, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.453, weighted_recall: 0.9478, number_of_instances: 958, precision: 0.9477, predictive_accuracy: 0.9478, prior_entropy: 0.931, relative_absolute_error: 0.4034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.5131, unweighted_recall: 0.9388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.9369, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9917, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.0768, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.092, root_relative_squared_error: 0.1934, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9853, kappa: 0.9675, kb_relative_information_score: 0.856, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9855, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.2939, unweighted_recall: 0.9803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.837, kappa: 0.6311, kb_relative_information_score: 0.3933, mean_absolute_error: 0.2942, mean_prior_absolute_error: 0.453, weighted_recall: 0.8486, number_of_instances: 958, precision: 0.8699, predictive_accuracy: 0.8486, prior_entropy: 0.931, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.7173, unweighted_recall: 0.7859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8716, kappa: 0.7144, kb_relative_information_score: 0.4308, mean_absolute_error: 0.274, mean_prior_absolute_error: 0.453, weighted_recall: 0.8727, number_of_instances: 958, precision: 0.8715, predictive_accuracy: 0.8727, prior_entropy: 0.931, relative_absolute_error: 0.6049, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3297, root_relative_squared_error: 0.6929, unweighted_recall: 0.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9703, f_measure: 0.9037, kappa: 0.7853, kb_relative_information_score: 0.5463, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.453, weighted_recall: 0.905, number_of_instances: 958, precision: 0.9049, predictive_accuracy: 0.905, prior_entropy: 0.931, relative_absolute_error: 0.5043, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.6011, unweighted_recall: 0.8835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.8557, kappa: 0.6756, kb_relative_information_score: 0.4222, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.453, weighted_recall: 0.8601, number_of_instances: 958, precision: 0.8616, predictive_accuracy: 0.8601, prior_entropy: 0.931, relative_absolute_error: 0.6127, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3384, root_relative_squared_error: 0.7111, unweighted_recall: 0.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9938, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0122, root_relative_squared_error: 0.0257, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9934, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0298, root_relative_squared_error: 0.0626, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9508, kappa: 0.8911, kb_relative_information_score: 0.6305, mean_absolute_error: 0.1906, mean_prior_absolute_error: 0.453, weighted_recall: 0.9509, number_of_instances: 958, precision: 0.9508, predictive_accuracy: 0.9509, prior_entropy: 0.931, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2478, root_relative_squared_error: 0.5208, unweighted_recall: 0.9434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9506, kappa: 0.8904, kb_relative_information_score: 0.6972, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.453, weighted_recall: 0.9509, number_of_instances: 958, precision: 0.951, predictive_accuracy: 0.9509, prior_entropy: 0.931, relative_absolute_error: 0.3477, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.4721, unweighted_recall: 0.9398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.7526, kappa: 0.4405, kb_relative_information_score: 0.2742, mean_absolute_error: 0.3379, mean_prior_absolute_error: 0.453, weighted_recall: 0.7672, number_of_instances: 958, precision: 0.7647, predictive_accuracy: 0.7672, prior_entropy: 0.931, relative_absolute_error: 0.7459, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.8319, unweighted_recall: 0.7024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9958, kappa: 0.9908, kb_relative_information_score: 0.9448, mean_absolute_error: 0.0315, mean_prior_absolute_error: 0.453, weighted_recall: 0.9958, number_of_instances: 958, precision: 0.9959, predictive_accuracy: 0.9958, prior_entropy: 0.931, relative_absolute_error: 0.0695, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.1603, unweighted_recall: 0.994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.8757, kappa: 0.7219, kb_relative_information_score: 0.4777, mean_absolute_error: 0.2569, mean_prior_absolute_error: 0.453, weighted_recall: 0.8779, number_of_instances: 958, precision: 0.8775, predictive_accuracy: 0.8779, prior_entropy: 0.931, relative_absolute_error: 0.5672, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3155, root_relative_squared_error: 0.663, unweighted_recall: 0.85,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, f_measure: 0.9432, kappa: 0.8739, kb_relative_information_score: 0.6368, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.453, weighted_recall: 0.9436, number_of_instances: 958, precision: 0.9436, predictive_accuracy: 0.9436, prior_entropy: 0.931, relative_absolute_error: 0.4092, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2488, root_relative_squared_error: 0.5229, unweighted_recall: 0.9314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.893, kappa: 0.759, kb_relative_information_score: 0.493, mean_absolute_error: 0.2556, mean_prior_absolute_error: 0.453, weighted_recall: 0.8967, number_of_instances: 958, precision: 0.9027, predictive_accuracy: 0.8967, prior_entropy: 0.931, relative_absolute_error: 0.5642, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.6355, unweighted_recall: 0.8594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9843, kappa: 0.9651, kb_relative_information_score: 0.883, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9846, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.142, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.2637, unweighted_recall: 0.9781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9895, kappa: 0.9769, kb_relative_information_score: 0.9033, mean_absolute_error: 0.0533, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.1176, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1133, root_relative_squared_error: 0.2382, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9655, kappa: 0.9237, kb_relative_information_score: 0.8125, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.453, weighted_recall: 0.9656, number_of_instances: 958, precision: 0.9655, predictive_accuracy: 0.9656, prior_entropy: 0.931, relative_absolute_error: 0.2136, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.3714, unweighted_recall: 0.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.9073, kappa: 0.7923, kb_relative_information_score: 0.5498, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.453, weighted_recall: 0.9092, number_of_instances: 958, precision: 0.9109, predictive_accuracy: 0.9092, prior_entropy: 0.931, relative_absolute_error: 0.5003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.6045, unweighted_recall: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9644, kappa: 0.921, kb_relative_information_score: 0.748, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.453, weighted_recall: 0.9645, number_of_instances: 958, precision: 0.9645, predictive_accuracy: 0.9645, prior_entropy: 0.931, relative_absolute_error: 0.2903, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.4217, unweighted_recall: 0.9566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 0.8972, mean_absolute_error: 0.0568, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.2442, unweighted_recall: 0.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9853, kappa: 0.9674, kb_relative_information_score: 0.8953, mean_absolute_error: 0.0569, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9857, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.1256, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.2507, unweighted_recall: 0.9789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.995, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0101, root_relative_squared_error: 0.0212, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9686, kappa: 0.9307, kb_relative_information_score: 0.7802, mean_absolute_error: 0.1178, mean_prior_absolute_error: 0.453, weighted_recall: 0.9687, number_of_instances: 958, precision: 0.9686, predictive_accuracy: 0.9687, prior_entropy: 0.931, relative_absolute_error: 0.2601, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.381, unweighted_recall: 0.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9989, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0049, root_relative_squared_error: 0.0103, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9497, kappa: 0.8887, kb_relative_information_score: 0.7349, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.453, weighted_recall: 0.9499, number_of_instances: 958, precision: 0.9497, predictive_accuracy: 0.9499, prior_entropy: 0.931, relative_absolute_error: 0.3022, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.4372, unweighted_recall: 0.9419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9853, kappa: 0.9675, kb_relative_information_score: 0.897, mean_absolute_error: 0.0562, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9855, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.124, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.2481, unweighted_recall: 0.9803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, f_measure: 0.6825, kappa: 0.2827, kb_relative_information_score: 0.1874, mean_absolute_error: 0.3741, mean_prior_absolute_error: 0.453, weighted_recall: 0.7119, number_of_instances: 958, precision: 0.7019, predictive_accuracy: 0.7119, prior_entropy: 0.931, relative_absolute_error: 0.8257, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4111, root_relative_squared_error: 0.864, unweighted_recall: 0.6254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9988, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.004, root_relative_squared_error: 0.0084, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 0.9312, mean_absolute_error: 0.0373, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.0824, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0997, root_relative_squared_error: 0.2095, unweighted_recall: 0.9872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.8786, mean_absolute_error: 0.0685, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.2514, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8151, f_measure: 0.7299, kappa: 0.3889, kb_relative_information_score: 0.2187, mean_absolute_error: 0.3623, mean_prior_absolute_error: 0.453, weighted_recall: 0.7495, number_of_instances: 958, precision: 0.7465, predictive_accuracy: 0.7495, prior_entropy: 0.931, relative_absolute_error: 0.7997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4096, root_relative_squared_error: 0.8608, unweighted_recall: 0.676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9937, kappa: 0.9861, kb_relative_information_score: 0.9829, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.453, weighted_recall: 0.9937, number_of_instances: 958, precision: 0.9938, predictive_accuracy: 0.9937, prior_entropy: 0.931, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.062, root_relative_squared_error: 0.1303, unweighted_recall: 0.9917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.9134, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9907, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.1081, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.2079, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9707, kappa: 0.935, kb_relative_information_score: 0.7743, mean_absolute_error: 0.1201, mean_prior_absolute_error: 0.453, weighted_recall: 0.9708, number_of_instances: 958, precision: 0.9708, predictive_accuracy: 0.9708, prior_entropy: 0.931, relative_absolute_error: 0.2651, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.384, unweighted_recall: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9068, f_measure: 0.8291, kappa: 0.6159, kb_relative_information_score: 0.3866, mean_absolute_error: 0.2919, mean_prior_absolute_error: 0.453, weighted_recall: 0.834, number_of_instances: 958, precision: 0.8331, predictive_accuracy: 0.834, prior_entropy: 0.931, relative_absolute_error: 0.6444, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3534, root_relative_squared_error: 0.7427, unweighted_recall: 0.7938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.9705, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.453, weighted_recall: 0.9969, number_of_instances: 958, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.931, relative_absolute_error: 0.0365, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0586, root_relative_squared_error: 0.1231, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9779, kappa: 0.951, kb_relative_information_score: 0.8369, mean_absolute_error: 0.087, mean_prior_absolute_error: 0.453, weighted_recall: 0.9781, number_of_instances: 958, precision: 0.9785, predictive_accuracy: 0.9781, prior_entropy: 0.931, relative_absolute_error: 0.1921, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1549, root_relative_squared_error: 0.3255, unweighted_recall: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9707, kappa: 0.935, kb_relative_information_score: 0.7602, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.453, weighted_recall: 0.9708, number_of_instances: 958, precision: 0.9708, predictive_accuracy: 0.9708, prior_entropy: 0.931, relative_absolute_error: 0.2821, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.3964, unweighted_recall: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9987, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0029, root_relative_squared_error: 0.0061, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9957, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0352, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8222, f_measure: 0.6911, kappa: 0.3039, kb_relative_information_score: 0.1808, mean_absolute_error: 0.3763, mean_prior_absolute_error: 0.453, weighted_recall: 0.7244, number_of_instances: 958, precision: 0.7236, predictive_accuracy: 0.7244, prior_entropy: 0.931, relative_absolute_error: 0.8306, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8661, unweighted_recall: 0.6328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9718, f_measure: 0.9004, kappa: 0.7763, kb_relative_information_score: 0.4992, mean_absolute_error: 0.252, mean_prior_absolute_error: 0.453, weighted_recall: 0.9029, number_of_instances: 958, precision: 0.9059, predictive_accuracy: 0.9029, prior_entropy: 0.931, relative_absolute_error: 0.5562, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.6333, unweighted_recall: 0.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9985, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0081, root_relative_squared_error: 0.017, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9753, mean_absolute_error: 0.0147, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0324, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0448, root_relative_squared_error: 0.0942, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9874, kappa: 0.9722, kb_relative_information_score: 0.8545, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9876, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.1798, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.279, unweighted_recall: 0.9833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9885, kappa: 0.9745, kb_relative_information_score: 0.9042, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9886, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.2287, unweighted_recall: 0.9848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8117, kappa: 0.5766, kb_relative_information_score: 0.3782, mean_absolute_error: 0.2962, mean_prior_absolute_error: 0.453, weighted_recall: 0.8173, number_of_instances: 958, precision: 0.8153, predictive_accuracy: 0.8173, prior_entropy: 0.931, relative_absolute_error: 0.6539, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3517, root_relative_squared_error: 0.739, unweighted_recall: 0.7746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.7308, kappa: 0.3913, kb_relative_information_score: 0.2426, mean_absolute_error: 0.3496, mean_prior_absolute_error: 0.453, weighted_recall: 0.7463, number_of_instances: 958, precision: 0.7397, predictive_accuracy: 0.7463, prior_entropy: 0.931, relative_absolute_error: 0.7718, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8432, unweighted_recall: 0.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.8946, kappa: 0.764, kb_relative_information_score: 0.4744, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.453, weighted_recall: 0.8967, number_of_instances: 958, precision: 0.8975, predictive_accuracy: 0.8967, prior_entropy: 0.931, relative_absolute_error: 0.5729, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3142, root_relative_squared_error: 0.6604, unweighted_recall: 0.8693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9941, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0302, root_relative_squared_error: 0.0634, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8423, kappa: 0.6449, kb_relative_information_score: 0.4173, mean_absolute_error: 0.2818, mean_prior_absolute_error: 0.453, weighted_recall: 0.8476, number_of_instances: 958, precision: 0.849, predictive_accuracy: 0.8476, prior_entropy: 0.931, relative_absolute_error: 0.6221, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.7142, unweighted_recall: 0.8056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8172, f_measure: 0.7482, kappa: 0.4462, kb_relative_information_score: 0.3656, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.453, weighted_recall: 0.7474, number_of_instances: 958, precision: 0.7493, predictive_accuracy: 0.7474, prior_entropy: 0.931, relative_absolute_error: 0.6245, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8545, unweighted_recall: 0.7247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, f_measure: 0.775, kappa: 0.502, kb_relative_information_score: 0.42, mean_absolute_error: 0.2595, mean_prior_absolute_error: 0.453, weighted_recall: 0.7756, number_of_instances: 958, precision: 0.7745, predictive_accuracy: 0.7756, prior_entropy: 0.931, relative_absolute_error: 0.5728, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.819, unweighted_recall: 0.7498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.8146, kappa: 0.5946, kb_relative_information_score: 0.5246, mean_absolute_error: 0.2102, mean_prior_absolute_error: 0.453, weighted_recall: 0.8132, number_of_instances: 958, precision: 0.8173, predictive_accuracy: 0.8132, prior_entropy: 0.931, relative_absolute_error: 0.4641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3514, root_relative_squared_error: 0.7385, unweighted_recall: 0.8026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.8051, kappa: 0.5705, kb_relative_information_score: 0.4761, mean_absolute_error: 0.2357, mean_prior_absolute_error: 0.453, weighted_recall: 0.8048, number_of_instances: 958, precision: 0.8055, predictive_accuracy: 0.8048, prior_entropy: 0.931, relative_absolute_error: 0.5203, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.7548, unweighted_recall: 0.7863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.8276, kappa: 0.6153, kb_relative_information_score: 0.537, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.453, weighted_recall: 0.8299, number_of_instances: 958, precision: 0.8275, predictive_accuracy: 0.8299, prior_entropy: 0.931, relative_absolute_error: 0.4641, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.7106, unweighted_recall: 0.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.8933, kappa: 0.7639, kb_relative_information_score: 0.695, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.453, weighted_recall: 0.8935, number_of_instances: 958, precision: 0.8931, predictive_accuracy: 0.8935, prior_entropy: 0.931, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.5931, unweighted_recall: 0.8803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8833, kappa: 0.743, kb_relative_information_score: 0.7035, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.453, weighted_recall: 0.8831, number_of_instances: 958, precision: 0.8836, predictive_accuracy: 0.8831, prior_entropy: 0.931, relative_absolute_error: 0.2921, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.291, root_relative_squared_error: 0.6114, unweighted_recall: 0.8731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8081, kappa: 0.5743, kb_relative_information_score: 0.4928, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.453, weighted_recall: 0.809, number_of_instances: 958, precision: 0.8074, predictive_accuracy: 0.809, prior_entropy: 0.931, relative_absolute_error: 0.5054, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3549, root_relative_squared_error: 0.7458, unweighted_recall: 0.7845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.8929, kappa: 0.7644, kb_relative_information_score: 0.6949, mean_absolute_error: 0.1389, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.8935, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.3067, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2785, root_relative_squared_error: 0.5852, unweighted_recall: 0.8852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.942, f_measure: 0.8556, kappa: 0.683, kb_relative_information_score: 0.6432, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.453, weighted_recall: 0.8549, number_of_instances: 958, precision: 0.8568, predictive_accuracy: 0.8549, prior_entropy: 0.931, relative_absolute_error: 0.3521, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.6369, unweighted_recall: 0.8451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.9136, kappa: 0.8077, kb_relative_information_score: 0.7347, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.453, weighted_recall: 0.9144, number_of_instances: 958, precision: 0.9141, predictive_accuracy: 0.9144, prior_entropy: 0.931, relative_absolute_error: 0.2724, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.5425, unweighted_recall: 0.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8466, kappa: 0.6614, kb_relative_information_score: 0.5726, mean_absolute_error: 0.1918, mean_prior_absolute_error: 0.453, weighted_recall: 0.8466, number_of_instances: 958, precision: 0.8467, predictive_accuracy: 0.8466, prior_entropy: 0.931, relative_absolute_error: 0.4234, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.325, root_relative_squared_error: 0.6829, unweighted_recall: 0.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8694, kappa: 0.7141, kb_relative_information_score: 0.6246, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.453, weighted_recall: 0.8685, number_of_instances: 958, precision: 0.8713, predictive_accuracy: 0.8685, prior_entropy: 0.931, relative_absolute_error: 0.3816, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3043, root_relative_squared_error: 0.6394, unweighted_recall: 0.8626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9011, kappa: 0.7824, kb_relative_information_score: 0.7646, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.453, weighted_recall: 0.9008, number_of_instances: 958, precision: 0.9016, predictive_accuracy: 0.9008, prior_entropy: 0.931, relative_absolute_error: 0.2297, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.533, unweighted_recall: 0.8937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.9176, kappa: 0.8181, kb_relative_information_score: 0.7951, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.453, weighted_recall: 0.9175, number_of_instances: 958, precision: 0.9176, predictive_accuracy: 0.9175, prior_entropy: 0.931, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.233, root_relative_squared_error: 0.4896, unweighted_recall: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9486, f_measure: 0.869, kappa: 0.7096, kb_relative_information_score: 0.644, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.453, weighted_recall: 0.8695, number_of_instances: 958, precision: 0.8687, predictive_accuracy: 0.8695, prior_entropy: 0.931, relative_absolute_error: 0.3559, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.614, unweighted_recall: 0.8521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.8926, kappa: 0.7631, kb_relative_information_score: 0.7513, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.8927, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.5479, unweighted_recall: 0.8824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9544, f_measure: 0.9017, kappa: 0.7824, kb_relative_information_score: 0.7293, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.453, weighted_recall: 0.9019, number_of_instances: 958, precision: 0.9015, predictive_accuracy: 0.9019, prior_entropy: 0.931, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.264, root_relative_squared_error: 0.5548, unweighted_recall: 0.8896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, f_measure: 0.8586, kappa: 0.6869, kb_relative_information_score: 0.6187, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.453, weighted_recall: 0.8591, number_of_instances: 958, precision: 0.8583, predictive_accuracy: 0.8591, prior_entropy: 0.931, relative_absolute_error: 0.3822, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.6379, unweighted_recall: 0.8412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9605, f_measure: 0.9092, kappa: 0.7993, kb_relative_information_score: 0.7671, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.453, weighted_recall: 0.9092, number_of_instances: 958, precision: 0.9091, predictive_accuracy: 0.9092, prior_entropy: 0.931, relative_absolute_error: 0.2288, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.247, root_relative_squared_error: 0.5191, unweighted_recall: 0.8994,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.9209, kappa: 0.8261, kb_relative_information_score: 0.8098, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.453, weighted_recall: 0.9207, number_of_instances: 958, precision: 0.9214, predictive_accuracy: 0.9207, prior_entropy: 0.931, relative_absolute_error: 0.1856, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.4989, unweighted_recall: 0.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8203, f_measure: 0.7592, kappa: 0.4631, kb_relative_information_score: 0.3472, mean_absolute_error: 0.2956, mean_prior_absolute_error: 0.453, weighted_recall: 0.762, number_of_instances: 958, precision: 0.7579, predictive_accuracy: 0.762, prior_entropy: 0.931, relative_absolute_error: 0.6524, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.8458, unweighted_recall: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8816, f_measure: 0.8348, kappa: 0.6369, kb_relative_information_score: 0.6071, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.453, weighted_recall: 0.834, number_of_instances: 958, precision: 0.8358, predictive_accuracy: 0.834, prior_entropy: 0.931, relative_absolute_error: 0.3812, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.348, root_relative_squared_error: 0.7312, unweighted_recall: 0.8214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9201, f_measure: 0.8457, kappa: 0.6599, kb_relative_information_score: 0.6242, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.453, weighted_recall: 0.8455, number_of_instances: 958, precision: 0.846, predictive_accuracy: 0.8455, prior_entropy: 0.931, relative_absolute_error: 0.3663, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3223, root_relative_squared_error: 0.6773, unweighted_recall: 0.8309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8179, kappa: 0.5992, kb_relative_information_score: 0.5122, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.453, weighted_recall: 0.8173, number_of_instances: 958, precision: 0.8186, predictive_accuracy: 0.8173, prior_entropy: 0.931, relative_absolute_error: 0.4825, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3519, root_relative_squared_error: 0.7394, unweighted_recall: 0.8015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8766, f_measure: 0.7887, kappa: 0.5304, kb_relative_information_score: 0.445, mean_absolute_error: 0.2497, mean_prior_absolute_error: 0.453, weighted_recall: 0.7902, number_of_instances: 958, precision: 0.7878, predictive_accuracy: 0.7902, prior_entropy: 0.931, relative_absolute_error: 0.5512, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3655, root_relative_squared_error: 0.768, unweighted_recall: 0.7617,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9158, f_measure: 0.8442, kappa: 0.6521, kb_relative_information_score: 0.5702, mean_absolute_error: 0.1947, mean_prior_absolute_error: 0.453, weighted_recall: 0.8466, number_of_instances: 958, precision: 0.8447, predictive_accuracy: 0.8466, prior_entropy: 0.931, relative_absolute_error: 0.4298, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3289, root_relative_squared_error: 0.6912, unweighted_recall: 0.8175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8425, f_measure: 0.7535, kappa: 0.4514, kb_relative_information_score: 0.3731, mean_absolute_error: 0.2813, mean_prior_absolute_error: 0.453, weighted_recall: 0.7557, number_of_instances: 958, precision: 0.7522, predictive_accuracy: 0.7557, prior_entropy: 0.931, relative_absolute_error: 0.621, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3897, root_relative_squared_error: 0.819, unweighted_recall: 0.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8343, kappa: 0.6327, kb_relative_information_score: 0.5849, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.453, weighted_recall: 0.8351, number_of_instances: 958, precision: 0.8339, predictive_accuracy: 0.8351, prior_entropy: 0.931, relative_absolute_error: 0.4084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.34, root_relative_squared_error: 0.7144, unweighted_recall: 0.8137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9055, kappa: 0.7925, kb_relative_information_score: 0.7645, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.453, weighted_recall: 0.905, number_of_instances: 958, precision: 0.9064, predictive_accuracy: 0.905, prior_entropy: 0.931, relative_absolute_error: 0.2306, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2447, root_relative_squared_error: 0.5142, unweighted_recall: 0.9004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.9162, kappa: 0.8143, kb_relative_information_score: 0.7864, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.453, weighted_recall: 0.9165, number_of_instances: 958, precision: 0.9161, predictive_accuracy: 0.9165, prior_entropy: 0.931, relative_absolute_error: 0.2124, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2429, root_relative_squared_error: 0.5105, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9326, kappa: 0.8502, kb_relative_information_score: 0.7799, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.453, weighted_recall: 0.9332, number_of_instances: 958, precision: 0.9332, predictive_accuracy: 0.9332, prior_entropy: 0.931, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2301, root_relative_squared_error: 0.4836, unweighted_recall: 0.9185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9766, f_measure: 0.9335, kappa: 0.852, kb_relative_information_score: 0.7903, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.453, weighted_recall: 0.9342, number_of_instances: 958, precision: 0.9345, predictive_accuracy: 0.9342, prior_entropy: 0.931, relative_absolute_error: 0.215, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2268, root_relative_squared_error: 0.4767, unweighted_recall: 0.9179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8946, kappa: 0.7674, kb_relative_information_score: 0.7241, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.453, weighted_recall: 0.8946, number_of_instances: 958, precision: 0.8946, predictive_accuracy: 0.8946, prior_entropy: 0.931, relative_absolute_error: 0.2728, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.276, root_relative_squared_error: 0.58, unweighted_recall: 0.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.8739, kappa: 0.7199, kb_relative_information_score: 0.6533, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.453, weighted_recall: 0.8747, number_of_instances: 958, precision: 0.8737, predictive_accuracy: 0.8747, prior_entropy: 0.931, relative_absolute_error: 0.3509, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2919, root_relative_squared_error: 0.6134, unweighted_recall: 0.8553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.9049, kappa: 0.7924, kb_relative_information_score: 0.7911, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.453, weighted_recall: 0.904, number_of_instances: 958, precision: 0.9076, predictive_accuracy: 0.904, prior_entropy: 0.931, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2421, root_relative_squared_error: 0.5088, unweighted_recall: 0.9046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.9152, kappa: 0.8121, kb_relative_information_score: 0.7481, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.453, weighted_recall: 0.9154, number_of_instances: 958, precision: 0.9151, predictive_accuracy: 0.9154, prior_entropy: 0.931, relative_absolute_error: 0.255, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.5301, unweighted_recall: 0.9035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8904, kappa: 0.7582, kb_relative_information_score: 0.6843, mean_absolute_error: 0.1456, 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: 0.3213, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.585, unweighted_recall: 0.8794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.79, kappa: 0.5358, kb_relative_information_score: 0.4585, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.453, weighted_recall: 0.7902, number_of_instances: 958, precision: 0.7898, predictive_accuracy: 0.7902, prior_entropy: 0.931, relative_absolute_error: 0.5321, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3717, root_relative_squared_error: 0.7811, unweighted_recall: 0.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.9114, kappa: 0.8045, kb_relative_information_score: 0.7502, mean_absolute_error: 0.1124, mean_prior_absolute_error: 0.453, weighted_recall: 0.9113, number_of_instances: 958, precision: 0.9115, predictive_accuracy: 0.9113, prior_entropy: 0.931, relative_absolute_error: 0.2481, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2529, root_relative_squared_error: 0.5314, unweighted_recall: 0.9031,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.7706, kappa: 0.4967, kb_relative_information_score: 0.4068, mean_absolute_error: 0.2655, mean_prior_absolute_error: 0.453, weighted_recall: 0.7693, number_of_instances: 958, precision: 0.7724, predictive_accuracy: 0.7693, prior_entropy: 0.931, relative_absolute_error: 0.5862, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.8002, unweighted_recall: 0.7513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.909, kappa: 0.7988, kb_relative_information_score: 0.7216, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.453, weighted_recall: 0.9092, number_of_instances: 958, precision: 0.9089, predictive_accuracy: 0.9092, prior_entropy: 0.931, relative_absolute_error: 0.2818, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2626, root_relative_squared_error: 0.5518, unweighted_recall: 0.898,

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