OpenML
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 112570 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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112570 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.8876, kappa: 0.7463, kb_relative_information_score: 0.4202, mean_absolute_error: 0.2933, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.903, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.6475, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.6869, unweighted_recall: 0.8491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.764, kappa: 0.4702, kb_relative_information_score: 0.2735, mean_absolute_error: 0.3551, mean_prior_absolute_error: 0.453, weighted_recall: 0.7933, number_of_instances: 958, precision: 0.8408, predictive_accuracy: 0.7933, prior_entropy: 0.931, relative_absolute_error: 0.7839, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3807, root_relative_squared_error: 0.8, unweighted_recall: 0.7025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7364, mean_absolute_error: 0.1473, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.391, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.6796, mean_absolute_error: 0.1767, 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: 0.39, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.4475, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6806, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4432, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.7404, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.3229, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1816, root_relative_squared_error: 0.3816, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.7309, mean_absolute_error: 0.1483, 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: 0.3274, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1933, root_relative_squared_error: 0.4061, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9147, f_measure: 0.5922, kappa: 0.1298, kb_relative_information_score: 0.1469, mean_absolute_error: 0.401, mean_prior_absolute_error: 0.453, weighted_recall: 0.6889, number_of_instances: 958, precision: 0.7893, predictive_accuracy: 0.6889, prior_entropy: 0.931, relative_absolute_error: 0.8852, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4257, root_relative_squared_error: 0.8946, unweighted_recall: 0.5512,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.8962, kappa: 0.7656, kb_relative_information_score: 0.3857, mean_absolute_error: 0.3115, mean_prior_absolute_error: 0.453, weighted_recall: 0.9008, number_of_instances: 958, precision: 0.9131, predictive_accuracy: 0.9008, prior_entropy: 0.931, relative_absolute_error: 0.6876, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.338, root_relative_squared_error: 0.7103, unweighted_recall: 0.8576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.8081, kappa: 0.5663, kb_relative_information_score: 0.3249, mean_absolute_error: 0.3322, mean_prior_absolute_error: 0.453, weighted_recall: 0.8257, number_of_instances: 958, precision: 0.8563, predictive_accuracy: 0.8257, prior_entropy: 0.931, relative_absolute_error: 0.7333, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.7614, unweighted_recall: 0.7513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9843, kappa: 0.9653, kb_relative_information_score: 0.8418, mean_absolute_error: 0.0857, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9843, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.1892, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.3139, unweighted_recall: 0.9809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9586, kappa: 0.9076, kb_relative_information_score: 0.5246, mean_absolute_error: 0.2469, mean_prior_absolute_error: 0.453, weighted_recall: 0.9593, number_of_instances: 958, precision: 0.9617, predictive_accuracy: 0.9593, prior_entropy: 0.931, relative_absolute_error: 0.545, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.603, unweighted_recall: 0.9413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6473, mean_absolute_error: 0.1931, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4262, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.4768, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.8026, mean_absolute_error: 0.1115, 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: 0.246, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1565, root_relative_squared_error: 0.3288, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6805, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4432, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7451, mean_absolute_error: 0.1427, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3149, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1824, root_relative_squared_error: 0.3833, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7447, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3161, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3822, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.7521, kappa: 0.4435, kb_relative_information_score: 0.2486, mean_absolute_error: 0.3596, mean_prior_absolute_error: 0.453, weighted_recall: 0.7829, number_of_instances: 958, precision: 0.8241, predictive_accuracy: 0.7829, prior_entropy: 0.931, relative_absolute_error: 0.7939, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.8208, unweighted_recall: 0.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.98, kappa: 0.9557, kb_relative_information_score: 0.5347, mean_absolute_error: 0.2472, mean_prior_absolute_error: 0.453, weighted_recall: 0.9802, number_of_instances: 958, precision: 0.9806, predictive_accuracy: 0.9802, prior_entropy: 0.931, relative_absolute_error: 0.5457, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2765, root_relative_squared_error: 0.5811, unweighted_recall: 0.9721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8691, f_measure: 0.5469, kappa: 0.0506, kb_relative_information_score: 0.1052, mean_absolute_error: 0.4154, mean_prior_absolute_error: 0.453, weighted_recall: 0.667, number_of_instances: 958, precision: 0.7794, predictive_accuracy: 0.667, prior_entropy: 0.931, relative_absolute_error: 0.9169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.9248, unweighted_recall: 0.5196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.7124, mean_absolute_error: 0.159, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4171, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6518, mean_absolute_error: 0.1904, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4202, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2256, root_relative_squared_error: 0.474, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.8213, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.2187, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1525, root_relative_squared_error: 0.3204, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9822, kappa: 0.9604, kb_relative_information_score: 0.7196, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9826, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.334, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2068, root_relative_squared_error: 0.4346, unweighted_recall: 0.9751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7504, mean_absolute_error: 0.1384, 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: 0.3056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.185, root_relative_squared_error: 0.3887, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6806, mean_absolute_error: 0.1768, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4432, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6529, mean_absolute_error: 0.1908, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4211, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2231, root_relative_squared_error: 0.4687, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6918, mean_absolute_error: 0.1708, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.377, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.206, root_relative_squared_error: 0.4329, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.788, kappa: 0.5224, kb_relative_information_score: 0.2921, mean_absolute_error: 0.3483, mean_prior_absolute_error: 0.453, weighted_recall: 0.8111, number_of_instances: 958, precision: 0.8516, predictive_accuracy: 0.8111, prior_entropy: 0.931, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.7851, unweighted_recall: 0.7281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.8704, kappa: 0.7069, kb_relative_information_score: 0.4144, mean_absolute_error: 0.2958, mean_prior_absolute_error: 0.453, weighted_recall: 0.8779, number_of_instances: 958, precision: 0.8951, predictive_accuracy: 0.8779, prior_entropy: 0.931, relative_absolute_error: 0.6529, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.329, root_relative_squared_error: 0.6914, unweighted_recall: 0.8252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.6566, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.4081, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.4872, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.912, f_measure: 0.5983, kappa: 0.1408, kb_relative_information_score: 0.1479, mean_absolute_error: 0.4004, mean_prior_absolute_error: 0.453, weighted_recall: 0.6921, number_of_instances: 958, precision: 0.7907, predictive_accuracy: 0.6921, prior_entropy: 0.931, relative_absolute_error: 0.8839, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4255, root_relative_squared_error: 0.8942, unweighted_recall: 0.5557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7641, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.2925, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1733, root_relative_squared_error: 0.3641, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7033, mean_absolute_error: 0.164, 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: 0.362, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2038, root_relative_squared_error: 0.4282, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.7927, mean_absolute_error: 0.1148, 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: 0.2534, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1686, root_relative_squared_error: 0.3543, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.5514, kappa: 0.0582, kb_relative_information_score: 0.1142, mean_absolute_error: 0.4125, mean_prior_absolute_error: 0.453, weighted_recall: 0.6691, number_of_instances: 958, precision: 0.7803, predictive_accuracy: 0.6691, prior_entropy: 0.931, relative_absolute_error: 0.9105, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.437, root_relative_squared_error: 0.9182, unweighted_recall: 0.5226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9853, kappa: 0.9674, kb_relative_information_score: 0.6605, mean_absolute_error: 0.1839, 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: 0.406, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2264, root_relative_squared_error: 0.4758, unweighted_recall: 0.9789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9303, kappa: 0.8434, kb_relative_information_score: 0.4272, mean_absolute_error: 0.2941, mean_prior_absolute_error: 0.453, weighted_recall: 0.9322, number_of_instances: 958, precision: 0.9375, predictive_accuracy: 0.9322, prior_entropy: 0.931, relative_absolute_error: 0.6492, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3216, root_relative_squared_error: 0.6758, unweighted_recall: 0.9035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9704, kappa: 0.9342, kb_relative_information_score: 0.5524, mean_absolute_error: 0.2356, mean_prior_absolute_error: 0.453, weighted_recall: 0.9708, number_of_instances: 958, precision: 0.972, predictive_accuracy: 0.9708, prior_entropy: 0.931, relative_absolute_error: 0.5202, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.5746, unweighted_recall: 0.9578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.5818, kappa: 0.1112, kb_relative_information_score: 0.1348, mean_absolute_error: 0.4051, mean_prior_absolute_error: 0.453, weighted_recall: 0.6837, number_of_instances: 958, precision: 0.7869, predictive_accuracy: 0.6837, prior_entropy: 0.931, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.43, root_relative_squared_error: 0.9037, unweighted_recall: 0.5437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7887, mean_absolute_error: 0.1182, 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: 0.2609, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1659, root_relative_squared_error: 0.3486, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9468, kappa: 0.8809, kb_relative_information_score: 0.468, mean_absolute_error: 0.2766, mean_prior_absolute_error: 0.453, weighted_recall: 0.9478, number_of_instances: 958, precision: 0.9509, predictive_accuracy: 0.9478, prior_entropy: 0.931, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.6403, unweighted_recall: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.5721, mean_absolute_error: 0.2298, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.5072, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2596, root_relative_squared_error: 0.5455, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.8928, kappa: 0.758, kb_relative_information_score: 0.3884, mean_absolute_error: 0.3106, mean_prior_absolute_error: 0.453, weighted_recall: 0.8977, number_of_instances: 958, precision: 0.91, predictive_accuracy: 0.8977, prior_entropy: 0.931, relative_absolute_error: 0.6855, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3369, root_relative_squared_error: 0.7079, unweighted_recall: 0.8538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7538, mean_absolute_error: 0.1372, 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: 0.3029, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1804, root_relative_squared_error: 0.3792, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.6122, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.4592, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2472, root_relative_squared_error: 0.5195, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.887, kappa: 0.7447, kb_relative_information_score: 0.3757, mean_absolute_error: 0.3158, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.906, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.6971, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.342, root_relative_squared_error: 0.7186, unweighted_recall: 0.8463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.6241, mean_absolute_error: 0.2053, 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: 0.4531, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.236, root_relative_squared_error: 0.4959, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.6935, mean_absolute_error: 0.1699, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.3751, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2044, root_relative_squared_error: 0.4296, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9313, kappa: 0.8457, kb_relative_information_score: 0.5051, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.453, weighted_recall: 0.9332, number_of_instances: 958, precision: 0.9389, predictive_accuracy: 0.9332, prior_entropy: 0.931, relative_absolute_error: 0.5696, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2917, root_relative_squared_error: 0.613, unweighted_recall: 0.9043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.8422, kappa: 0.643, kb_relative_information_score: 0.3386, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.453, weighted_recall: 0.8539, number_of_instances: 958, precision: 0.8781, predictive_accuracy: 0.8539, prior_entropy: 0.931, relative_absolute_error: 0.7285, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3563, root_relative_squared_error: 0.7488, unweighted_recall: 0.7906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9708, kappa: 0.9355, kb_relative_information_score: 0.8497, mean_absolute_error: 0.076, 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: 0.1679, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3417, unweighted_recall: 0.9677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.979, kappa: 0.9533, kb_relative_information_score: 0.5668, mean_absolute_error: 0.2309, mean_prior_absolute_error: 0.453, weighted_recall: 0.9791, number_of_instances: 958, precision: 0.9796, predictive_accuracy: 0.9791, prior_entropy: 0.931, relative_absolute_error: 0.5096, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.555, unweighted_recall: 0.9706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7964, mean_absolute_error: 0.1144, 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: 0.2524, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1606, root_relative_squared_error: 0.3374, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.7786, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.2655, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1841, root_relative_squared_error: 0.3869, unweighted_recall: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7145, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3523, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4082, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, f_measure: 0.9111, kappa: 0.7997, kb_relative_information_score: 0.3888, mean_absolute_error: 0.3097, mean_prior_absolute_error: 0.453, weighted_recall: 0.9144, number_of_instances: 958, precision: 0.9237, predictive_accuracy: 0.9144, prior_entropy: 0.931, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.7074, unweighted_recall: 0.8772,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.6716, kappa: 0.2795, kb_relative_information_score: 0.1586, mean_absolute_error: 0.3943, mean_prior_absolute_error: 0.453, weighted_recall: 0.7328, number_of_instances: 958, precision: 0.8103, predictive_accuracy: 0.7328, prior_entropy: 0.931, relative_absolute_error: 0.8704, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4216, root_relative_squared_error: 0.8859, unweighted_recall: 0.6145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6815, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3885, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.4449, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.6297, mean_absolute_error: 0.2008, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.4433, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2354, root_relative_squared_error: 0.4947, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9812, kappa: 0.9583, kb_relative_information_score: 0.8698, mean_absolute_error: 0.0693, mean_prior_absolute_error: 0.453, weighted_recall: 0.9812, number_of_instances: 958, precision: 0.9812, predictive_accuracy: 0.9812, prior_entropy: 0.931, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.2953, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.6435, mean_absolute_error: 0.1951, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4306, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2277, root_relative_squared_error: 0.4786, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9821, kappa: 0.9603, kb_relative_information_score: 0.6407, mean_absolute_error: 0.1914, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9827, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.4225, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2411, root_relative_squared_error: 0.5067, unweighted_recall: 0.9744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.8965, kappa: 0.7663, kb_relative_information_score: 0.3879, mean_absolute_error: 0.3108, mean_prior_absolute_error: 0.453, weighted_recall: 0.9008, number_of_instances: 958, precision: 0.9116, predictive_accuracy: 0.9008, prior_entropy: 0.931, relative_absolute_error: 0.686, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.7085, unweighted_recall: 0.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.6422, mean_absolute_error: 0.1926, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.4251, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.4979, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.979, kappa: 0.9532, kb_relative_information_score: 0.5829, mean_absolute_error: 0.2187, mean_prior_absolute_error: 0.453, weighted_recall: 0.9791, number_of_instances: 958, precision: 0.9798, predictive_accuracy: 0.9791, prior_entropy: 0.931, relative_absolute_error: 0.4827, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.5576, unweighted_recall: 0.9699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.8009, mean_absolute_error: 0.113, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.2495, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1541, root_relative_squared_error: 0.3238, unweighted_recall: 0.9895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.7528, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.4105, unweighted_recall: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9662, kappa: 0.9246, kb_relative_information_score: 0.4996, mean_absolute_error: 0.2622, mean_prior_absolute_error: 0.453, weighted_recall: 0.9666, number_of_instances: 958, precision: 0.968, predictive_accuracy: 0.9666, prior_entropy: 0.931, relative_absolute_error: 0.5789, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2932, root_relative_squared_error: 0.616, unweighted_recall: 0.9525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.6961, mean_absolute_error: 0.1648, 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: 0.3639, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2142, root_relative_squared_error: 0.4502, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9435, kappa: 0.8735, kb_relative_information_score: 0.4698, mean_absolute_error: 0.2749, mean_prior_absolute_error: 0.453, weighted_recall: 0.9447, number_of_instances: 958, precision: 0.9482, predictive_accuracy: 0.9447, prior_entropy: 0.931, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3047, root_relative_squared_error: 0.6403, unweighted_recall: 0.9216,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9853, kappa: 0.9674, kb_relative_information_score: 0.7531, mean_absolute_error: 0.1343, 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: 0.2964, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4053, unweighted_recall: 0.9789,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9737, kappa: 0.9414, kb_relative_information_score: 0.5049, mean_absolute_error: 0.2606, mean_prior_absolute_error: 0.453, weighted_recall: 0.9739, number_of_instances: 958, precision: 0.9747, predictive_accuracy: 0.9739, prior_entropy: 0.931, relative_absolute_error: 0.5752, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.607, unweighted_recall: 0.9631,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.8652, kappa: 0.695, kb_relative_information_score: 0.446, mean_absolute_error: 0.2727, mean_prior_absolute_error: 0.453, weighted_recall: 0.8737, number_of_instances: 958, precision: 0.8942, predictive_accuracy: 0.8737, prior_entropy: 0.931, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.6805, unweighted_recall: 0.8178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7263, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3392, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.3953, unweighted_recall: 0.988,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.6044, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9866, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.4712, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.247, root_relative_squared_error: 0.519, unweighted_recall: 0.9811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 0.6915, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.3726, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.4451, unweighted_recall: 0.9849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.8836, kappa: 0.7371, kb_relative_information_score: 0.3636, mean_absolute_error: 0.3205, mean_prior_absolute_error: 0.453, weighted_recall: 0.8894, number_of_instances: 958, precision: 0.9028, predictive_accuracy: 0.8894, prior_entropy: 0.931, relative_absolute_error: 0.7076, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3464, root_relative_squared_error: 0.7279, unweighted_recall: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9748, kappa: 0.9439, kb_relative_information_score: 0.5323, mean_absolute_error: 0.2476, mean_prior_absolute_error: 0.453, weighted_recall: 0.9749, number_of_instances: 958, precision: 0.9755, predictive_accuracy: 0.9749, prior_entropy: 0.931, relative_absolute_error: 0.5466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.278, root_relative_squared_error: 0.5841, unweighted_recall: 0.9653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.7665, kappa: 0.475, kb_relative_information_score: 0.2587, mean_absolute_error: 0.3588, mean_prior_absolute_error: 0.453, weighted_recall: 0.7944, number_of_instances: 958, precision: 0.8375, predictive_accuracy: 0.7944, prior_entropy: 0.931, relative_absolute_error: 0.792, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3861, root_relative_squared_error: 0.8114, unweighted_recall: 0.7054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.661, mean_absolute_error: 0.1864, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4633, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7833, kb_relative_information_score: 0.0745, mean_absolute_error: 0.4255, mean_prior_absolute_error: 0.453, weighted_recall: 0.6534, number_of_instances: 958, predictive_accuracy: 0.6534, prior_entropy: 0.931, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4509, root_relative_squared_error: 0.9474, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.8236, mean_absolute_error: 0.0976, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.2155, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.3211, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, f_measure: 0.9779, kappa: 0.9509, kb_relative_information_score: 0.53, mean_absolute_error: 0.2487, mean_prior_absolute_error: 0.453, weighted_recall: 0.9781, number_of_instances: 958, precision: 0.9786, predictive_accuracy: 0.9781, prior_entropy: 0.931, relative_absolute_error: 0.5491, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2788, root_relative_squared_error: 0.5858, unweighted_recall: 0.9691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 0.8252, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.453, weighted_recall: 0.9875, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.931, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1519, root_relative_squared_error: 0.3192, unweighted_recall: 0.9819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.954, kappa: 0.8982, kb_relative_information_score: 0.6467, mean_absolute_error: 0.1817, mean_prior_absolute_error: 0.453, weighted_recall: 0.9541, number_of_instances: 958, precision: 0.954, predictive_accuracy: 0.9541, prior_entropy: 0.931, relative_absolute_error: 0.4012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.245, root_relative_squared_error: 0.5148, unweighted_recall: 0.9472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.7319, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9867, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2025, root_relative_squared_error: 0.4255, unweighted_recall: 0.9804,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9683, kappa: 0.9295, kb_relative_information_score: 0.5647, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.453, weighted_recall: 0.9687, number_of_instances: 958, precision: 0.9699, predictive_accuracy: 0.9687, prior_entropy: 0.931, relative_absolute_error: 0.5033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2721, root_relative_squared_error: 0.5717, unweighted_recall: 0.9555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9906, kappa: 0.9791, kb_relative_information_score: 0.7792, mean_absolute_error: 0.123, 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: 0.2714, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.3596, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.7434, mean_absolute_error: 0.1439, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.3177, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.3838, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.7521, kappa: 0.4435, kb_relative_information_score: 0.2486, mean_absolute_error: 0.3596, mean_prior_absolute_error: 0.453, weighted_recall: 0.7829, number_of_instances: 958, precision: 0.8241, predictive_accuracy: 0.7829, prior_entropy: 0.931, relative_absolute_error: 0.7939, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3906, root_relative_squared_error: 0.8208, unweighted_recall: 0.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.8704, kappa: 0.7069, kb_relative_information_score: 0.3529, mean_absolute_error: 0.3242, mean_prior_absolute_error: 0.453, weighted_recall: 0.8779, number_of_instances: 958, precision: 0.8951, predictive_accuracy: 0.8779, prior_entropy: 0.931, relative_absolute_error: 0.7157, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.7374, unweighted_recall: 0.8252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9468, kappa: 0.8811, kb_relative_information_score: 0.4766, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.453, weighted_recall: 0.9478, number_of_instances: 958, precision: 0.9506, predictive_accuracy: 0.9478, prior_entropy: 0.931, relative_absolute_error: 0.601, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3013, root_relative_squared_error: 0.6331, unweighted_recall: 0.9268,

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