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: 0.9369, f_measure: 0.8786, kappa: 0.7335, kb_relative_information_score: 0.6351, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.453, weighted_recall: 0.8779, number_of_instances: 958, precision: 0.8798, predictive_accuracy: 0.8779, prior_entropy: 0.931, relative_absolute_error: 0.3682, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3046, root_relative_squared_error: 0.6401, unweighted_recall: 0.8712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.9044, kappa: 0.7877, kb_relative_information_score: 0.7336, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.453, weighted_recall: 0.905, number_of_instances: 958, precision: 0.9044, predictive_accuracy: 0.905, prior_entropy: 0.931, relative_absolute_error: 0.2638, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2654, root_relative_squared_error: 0.5578, unweighted_recall: 0.8891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.915, kappa: 0.8113, kb_relative_information_score: 0.7562, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.453, weighted_recall: 0.9154, number_of_instances: 958, precision: 0.915, predictive_accuracy: 0.9154, prior_entropy: 0.931, relative_absolute_error: 0.2469, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2559, root_relative_squared_error: 0.5377, unweighted_recall: 0.9014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8849, kappa: 0.7454, kb_relative_information_score: 0.6913, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.453, weighted_recall: 0.8852, number_of_instances: 958, precision: 0.8848, predictive_accuracy: 0.8852, prior_entropy: 0.931, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.276, root_relative_squared_error: 0.58, unweighted_recall: 0.8711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8715, f_measure: 0.7628, kappa: 0.4721, kb_relative_information_score: 0.432, mean_absolute_error: 0.2524, mean_prior_absolute_error: 0.453, weighted_recall: 0.7651, number_of_instances: 958, precision: 0.7616, predictive_accuracy: 0.7651, prior_entropy: 0.931, relative_absolute_error: 0.5571, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3678, root_relative_squared_error: 0.7729, unweighted_recall: 0.7319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.7895, kappa: 0.5338, kb_relative_information_score: 0.4458, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.453, weighted_recall: 0.7902, number_of_instances: 958, precision: 0.7889, predictive_accuracy: 0.7902, prior_entropy: 0.931, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3724, root_relative_squared_error: 0.7827, unweighted_recall: 0.7652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.7835, kappa: 0.5191, kb_relative_information_score: 0.4166, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.453, weighted_recall: 0.785, number_of_instances: 958, precision: 0.7826, predictive_accuracy: 0.785, prior_entropy: 0.931, relative_absolute_error: 0.5809, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3835, root_relative_squared_error: 0.806, unweighted_recall: 0.7562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.9132, kappa: 0.808, kb_relative_information_score: 0.7707, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.453, weighted_recall: 0.9134, number_of_instances: 958, precision: 0.9131, predictive_accuracy: 0.9134, prior_entropy: 0.931, relative_absolute_error: 0.2246, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.5224, unweighted_recall: 0.9026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7146, f_measure: 0.6893, kappa: 0.3006, kb_relative_information_score: 0.175, mean_absolute_error: 0.3719, mean_prior_absolute_error: 0.453, weighted_recall: 0.6994, number_of_instances: 958, precision: 0.6875, predictive_accuracy: 0.6994, prior_entropy: 0.931, relative_absolute_error: 0.821, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4466, root_relative_squared_error: 0.9385, unweighted_recall: 0.6427,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8563, f_measure: 0.7907, kappa: 0.5317, kb_relative_information_score: 0.4609, mean_absolute_error: 0.2429, mean_prior_absolute_error: 0.453, weighted_recall: 0.7944, number_of_instances: 958, precision: 0.7905, predictive_accuracy: 0.7944, prior_entropy: 0.931, relative_absolute_error: 0.5361, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3757, root_relative_squared_error: 0.7896, unweighted_recall: 0.7578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.8917, kappa: 0.7594, kb_relative_information_score: 0.7328, mean_absolute_error: 0.1191, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.8917, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.2628, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.5702, unweighted_recall: 0.8746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.8551, kappa: 0.6832, kb_relative_information_score: 0.6533, mean_absolute_error: 0.1529, mean_prior_absolute_error: 0.453, weighted_recall: 0.8539, number_of_instances: 958, precision: 0.8576, predictive_accuracy: 0.8539, prior_entropy: 0.931, relative_absolute_error: 0.3374, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3226, root_relative_squared_error: 0.678, unweighted_recall: 0.8479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8523, f_measure: 0.7632, kappa: 0.4736, kb_relative_information_score: 0.3934, mean_absolute_error: 0.2725, mean_prior_absolute_error: 0.453, weighted_recall: 0.7651, number_of_instances: 958, precision: 0.7621, predictive_accuracy: 0.7651, prior_entropy: 0.931, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3836, root_relative_squared_error: 0.8061, unweighted_recall: 0.7333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.7326, kappa: 0.4038, kb_relative_information_score: 0.2778, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.453, weighted_recall: 0.7359, number_of_instances: 958, precision: 0.731, predictive_accuracy: 0.7359, prior_entropy: 0.931, relative_absolute_error: 0.7195, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.8796, unweighted_recall: 0.6975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.9199, kappa: 0.8237, kb_relative_information_score: 0.7816, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.453, weighted_recall: 0.9196, number_of_instances: 958, precision: 0.9203, predictive_accuracy: 0.9196, prior_entropy: 0.931, relative_absolute_error: 0.216, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2411, root_relative_squared_error: 0.5066, unweighted_recall: 0.9145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9472, f_measure: 0.8927, kappa: 0.7615, kb_relative_information_score: 0.7056, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.453, weighted_recall: 0.8935, number_of_instances: 958, precision: 0.8928, predictive_accuracy: 0.8935, prior_entropy: 0.931, relative_absolute_error: 0.295, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.5909, unweighted_recall: 0.8754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.8387, kappa: 0.641, kb_relative_information_score: 0.5681, mean_absolute_error: 0.1967, mean_prior_absolute_error: 0.453, weighted_recall: 0.8403, number_of_instances: 958, precision: 0.8384, predictive_accuracy: 0.8403, prior_entropy: 0.931, relative_absolute_error: 0.4342, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.6848, unweighted_recall: 0.8148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9387, f_measure: 0.8669, kappa: 0.705, kb_relative_information_score: 0.6564, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.453, weighted_recall: 0.8674, number_of_instances: 958, precision: 0.8666, predictive_accuracy: 0.8674, prior_entropy: 0.931, relative_absolute_error: 0.3412, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.6353, unweighted_recall: 0.8498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.8958, kappa: 0.7702, kb_relative_information_score: 0.7057, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.453, weighted_recall: 0.8956, number_of_instances: 958, precision: 0.8959, predictive_accuracy: 0.8956, prior_entropy: 0.931, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2704, root_relative_squared_error: 0.5682, unweighted_recall: 0.8862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9024, f_measure: 0.8254, kappa: 0.6137, kb_relative_information_score: 0.5781, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.453, weighted_recall: 0.8257, number_of_instances: 958, precision: 0.8251, predictive_accuracy: 0.8257, prior_entropy: 0.931, relative_absolute_error: 0.4106, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3441, root_relative_squared_error: 0.7232, unweighted_recall: 0.8058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.9004, kappa: 0.7793, kb_relative_information_score: 0.7198, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.453, weighted_recall: 0.9008, number_of_instances: 958, precision: 0.9003, predictive_accuracy: 0.9008, prior_entropy: 0.931, relative_absolute_error: 0.2872, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2592, root_relative_squared_error: 0.5447, unweighted_recall: 0.8866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8081, kappa: 0.5743, kb_relative_information_score: 0.4949, mean_absolute_error: 0.2268, 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: 0.5007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.366, root_relative_squared_error: 0.7692, unweighted_recall: 0.7845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.958, f_measure: 0.9008, kappa: 0.7809, kb_relative_information_score: 0.7078, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.453, weighted_recall: 0.9008, number_of_instances: 958, precision: 0.9008, predictive_accuracy: 0.9008, prior_entropy: 0.931, relative_absolute_error: 0.2984, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.5671, unweighted_recall: 0.8902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8443, f_measure: 0.7754, kappa: 0.5092, kb_relative_information_score: 0.4484, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.453, weighted_recall: 0.7735, number_of_instances: 958, precision: 0.7786, predictive_accuracy: 0.7735, prior_entropy: 0.931, relative_absolute_error: 0.5401, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3905, root_relative_squared_error: 0.8207, unweighted_recall: 0.7595,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9521, f_measure: 0.8916, kappa: 0.761, kb_relative_information_score: 0.7075, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.453, weighted_recall: 0.8914, number_of_instances: 958, precision: 0.8918, predictive_accuracy: 0.8914, prior_entropy: 0.931, relative_absolute_error: 0.292, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.5776, unweighted_recall: 0.8816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9712, f_measure: 0.9312, kappa: 0.8481, kb_relative_information_score: 0.8129, mean_absolute_error: 0.0835, mean_prior_absolute_error: 0.453, weighted_recall: 0.9311, number_of_instances: 958, precision: 0.9312, predictive_accuracy: 0.9311, prior_entropy: 0.931, relative_absolute_error: 0.1842, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.4712, unweighted_recall: 0.9247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.9285, kappa: 0.8433, kb_relative_information_score: 0.8172, mean_absolute_error: 0.0812, mean_prior_absolute_error: 0.453, weighted_recall: 0.928, number_of_instances: 958, precision: 0.9299, predictive_accuracy: 0.928, prior_entropy: 0.931, relative_absolute_error: 0.1793, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.4999, unweighted_recall: 0.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.8342, kappa: 0.6369, kb_relative_information_score: 0.5528, mean_absolute_error: 0.2027, mean_prior_absolute_error: 0.453, weighted_recall: 0.833, number_of_instances: 958, precision: 0.8363, predictive_accuracy: 0.833, prior_entropy: 0.931, relative_absolute_error: 0.4474, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.682, unweighted_recall: 0.8234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8191, f_measure: 0.7625, kappa: 0.4695, kb_relative_information_score: 0.326, mean_absolute_error: 0.3058, mean_prior_absolute_error: 0.453, weighted_recall: 0.7662, number_of_instances: 958, precision: 0.7615, predictive_accuracy: 0.7662, prior_entropy: 0.931, relative_absolute_error: 0.6751, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4015, root_relative_squared_error: 0.8436, unweighted_recall: 0.7284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9075, f_measure: 0.8211, kappa: 0.6006, kb_relative_information_score: 0.5265, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.453, weighted_recall: 0.8236, number_of_instances: 958, precision: 0.821, predictive_accuracy: 0.8236, prior_entropy: 0.931, relative_absolute_error: 0.4729, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.7129, unweighted_recall: 0.7929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.8309, kappa: 0.6266, kb_relative_information_score: 0.5559, mean_absolute_error: 0.1991, mean_prior_absolute_error: 0.453, weighted_recall: 0.8309, number_of_instances: 958, precision: 0.8309, predictive_accuracy: 0.8309, prior_entropy: 0.931, relative_absolute_error: 0.4395, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.6943, unweighted_recall: 0.8133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8292, kappa: 0.6196, kb_relative_information_score: 0.5123, mean_absolute_error: 0.2231, mean_prior_absolute_error: 0.453, weighted_recall: 0.8309, number_of_instances: 958, precision: 0.8288, predictive_accuracy: 0.8309, prior_entropy: 0.931, relative_absolute_error: 0.4926, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3414, root_relative_squared_error: 0.7174, unweighted_recall: 0.8041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.8205, kappa: 0.6036, kb_relative_information_score: 0.5333, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.453, weighted_recall: 0.8205, number_of_instances: 958, precision: 0.8205, predictive_accuracy: 0.8205, prior_entropy: 0.931, relative_absolute_error: 0.4624, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.338, root_relative_squared_error: 0.7102, unweighted_recall: 0.8018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8629, f_measure: 0.7812, kappa: 0.5137, kb_relative_information_score: 0.421, mean_absolute_error: 0.2607, mean_prior_absolute_error: 0.453, weighted_recall: 0.7829, number_of_instances: 958, precision: 0.7803, predictive_accuracy: 0.7829, prior_entropy: 0.931, relative_absolute_error: 0.5755, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3758, root_relative_squared_error: 0.7898, unweighted_recall: 0.7532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8276, f_measure: 0.7574, kappa: 0.454, kb_relative_information_score: 0.3338, mean_absolute_error: 0.2999, mean_prior_absolute_error: 0.453, weighted_recall: 0.7651, number_of_instances: 958, precision: 0.759, predictive_accuracy: 0.7651, prior_entropy: 0.931, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3954, root_relative_squared_error: 0.8309, unweighted_recall: 0.7156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8517, f_measure: 0.7789, kappa: 0.5099, kb_relative_information_score: 0.4065, mean_absolute_error: 0.2674, mean_prior_absolute_error: 0.453, weighted_recall: 0.7797, number_of_instances: 958, precision: 0.7782, predictive_accuracy: 0.7797, prior_entropy: 0.931, relative_absolute_error: 0.5904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.384, root_relative_squared_error: 0.8069, unweighted_recall: 0.753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.7771, kappa: 0.4994, kb_relative_information_score: 0.4126, mean_absolute_error: 0.2656, mean_prior_absolute_error: 0.453, weighted_recall: 0.7829, number_of_instances: 958, precision: 0.7781, predictive_accuracy: 0.7829, prior_entropy: 0.931, relative_absolute_error: 0.5863, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3782, root_relative_squared_error: 0.7948, unweighted_recall: 0.7391,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9579, f_measure: 0.887, kappa: 0.75, kb_relative_information_score: 0.6771, mean_absolute_error: 0.1486, mean_prior_absolute_error: 0.453, weighted_recall: 0.8873, number_of_instances: 958, precision: 0.8869, predictive_accuracy: 0.8873, prior_entropy: 0.931, relative_absolute_error: 0.328, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.5828, unweighted_recall: 0.8734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9197, kappa: 0.8229, kb_relative_information_score: 0.7922, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.453, weighted_recall: 0.9196, number_of_instances: 958, precision: 0.9198, predictive_accuracy: 0.9196, prior_entropy: 0.931, relative_absolute_error: 0.2038, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4927, unweighted_recall: 0.9123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, f_measure: 0.7623, kappa: 0.4735, kb_relative_information_score: 0.3856, mean_absolute_error: 0.2741, mean_prior_absolute_error: 0.453, weighted_recall: 0.763, number_of_instances: 958, precision: 0.7616, predictive_accuracy: 0.763, prior_entropy: 0.931, relative_absolute_error: 0.6051, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3879, root_relative_squared_error: 0.8151, unweighted_recall: 0.7352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8527, f_measure: 0.7644, kappa: 0.4734, kb_relative_information_score: 0.3976, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.453, weighted_recall: 0.7683, number_of_instances: 958, precision: 0.7635, predictive_accuracy: 0.7683, prior_entropy: 0.931, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.805, unweighted_recall: 0.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9672, f_measure: 0.9216, kappa: 0.8268, kb_relative_information_score: 0.7583, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.453, weighted_recall: 0.9217, number_of_instances: 958, precision: 0.9216, predictive_accuracy: 0.9217, prior_entropy: 0.931, relative_absolute_error: 0.2472, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.5146, unweighted_recall: 0.9125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8931, kappa: 0.7629, kb_relative_information_score: 0.7149, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.453, weighted_recall: 0.8935, number_of_instances: 958, precision: 0.8929, predictive_accuracy: 0.8935, prior_entropy: 0.931, relative_absolute_error: 0.2907, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.5549, unweighted_recall: 0.8782,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8639, f_measure: 0.7703, kappa: 0.4953, kb_relative_information_score: 0.4249, mean_absolute_error: 0.2576, mean_prior_absolute_error: 0.453, weighted_recall: 0.7693, number_of_instances: 958, precision: 0.7716, predictive_accuracy: 0.7693, prior_entropy: 0.931, relative_absolute_error: 0.5685, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3748, root_relative_squared_error: 0.7877, unweighted_recall: 0.7499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.8899, kappa: 0.7584, kb_relative_information_score: 0.7219, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.453, weighted_recall: 0.8894, number_of_instances: 958, precision: 0.891, predictive_accuracy: 0.8894, prior_entropy: 0.931, relative_absolute_error: 0.2736, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.284, root_relative_squared_error: 0.5969, unweighted_recall: 0.8835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9173, f_measure: 0.8389, kappa: 0.64, kb_relative_information_score: 0.541, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.453, weighted_recall: 0.8413, number_of_instances: 958, precision: 0.8393, predictive_accuracy: 0.8413, prior_entropy: 0.931, relative_absolute_error: 0.4642, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.6884, unweighted_recall: 0.8114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.853, kappa: 0.6757, kb_relative_information_score: 0.6053, mean_absolute_error: 0.1797, mean_prior_absolute_error: 0.453, weighted_recall: 0.8528, number_of_instances: 958, precision: 0.8531, predictive_accuracy: 0.8528, prior_entropy: 0.931, relative_absolute_error: 0.3966, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3092, root_relative_squared_error: 0.6498, unweighted_recall: 0.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8202, f_measure: 0.7545, kappa: 0.4553, kb_relative_information_score: 0.3517, mean_absolute_error: 0.29, mean_prior_absolute_error: 0.453, weighted_recall: 0.7557, number_of_instances: 958, precision: 0.7535, predictive_accuracy: 0.7557, prior_entropy: 0.931, relative_absolute_error: 0.6401, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4046, root_relative_squared_error: 0.8502, unweighted_recall: 0.7254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.7932, kappa: 0.543, kb_relative_information_score: 0.454, mean_absolute_error: 0.2447, mean_prior_absolute_error: 0.453, weighted_recall: 0.7933, number_of_instances: 958, precision: 0.793, predictive_accuracy: 0.7933, prior_entropy: 0.931, relative_absolute_error: 0.5402, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.7774, unweighted_recall: 0.7711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.8757, kappa: 0.7255, kb_relative_information_score: 0.6733, mean_absolute_error: 0.1466, mean_prior_absolute_error: 0.453, weighted_recall: 0.8758, number_of_instances: 958, precision: 0.8757, predictive_accuracy: 0.8758, prior_entropy: 0.931, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.6141, unweighted_recall: 0.8625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, f_measure: 0.8664, kappa: 0.705, kb_relative_information_score: 0.6321, mean_absolute_error: 0.1682, mean_prior_absolute_error: 0.453, weighted_recall: 0.8664, number_of_instances: 958, precision: 0.8664, predictive_accuracy: 0.8664, prior_entropy: 0.931, relative_absolute_error: 0.3713, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.6275, unweighted_recall: 0.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.9157, kappa: 0.8145, kb_relative_information_score: 0.7491, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.453, weighted_recall: 0.9154, number_of_instances: 958, precision: 0.9161, predictive_accuracy: 0.9154, prior_entropy: 0.931, relative_absolute_error: 0.2549, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.5271, unweighted_recall: 0.9098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.8185, kappa: 0.5956, kb_relative_information_score: 0.5217, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.453, weighted_recall: 0.8205, number_of_instances: 958, precision: 0.818, predictive_accuracy: 0.8205, prior_entropy: 0.931, relative_absolute_error: 0.4772, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.34, root_relative_squared_error: 0.7146, unweighted_recall: 0.7919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9212, f_measure: 0.8348, kappa: 0.6348, kb_relative_information_score: 0.5665, mean_absolute_error: 0.1964, mean_prior_absolute_error: 0.453, weighted_recall: 0.8351, number_of_instances: 958, precision: 0.8346, predictive_accuracy: 0.8351, prior_entropy: 0.931, relative_absolute_error: 0.4336, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.6944, unweighted_recall: 0.8165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6979, f_measure: 0.6838, kappa: 0.2847, kb_relative_information_score: 0.1722, mean_absolute_error: 0.3745, mean_prior_absolute_error: 0.453, weighted_recall: 0.7035, number_of_instances: 958, precision: 0.689, predictive_accuracy: 0.7035, prior_entropy: 0.931, relative_absolute_error: 0.8267, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.447, root_relative_squared_error: 0.9392, unweighted_recall: 0.6303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8458, f_measure: 0.7495, kappa: 0.4496, kb_relative_information_score: 0.371, mean_absolute_error: 0.2814, mean_prior_absolute_error: 0.453, weighted_recall: 0.7484, number_of_instances: 958, precision: 0.7509, predictive_accuracy: 0.7484, prior_entropy: 0.931, relative_absolute_error: 0.6211, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3856, root_relative_squared_error: 0.8103, unweighted_recall: 0.7269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.8961, kappa: 0.7694, kb_relative_information_score: 0.7217, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.453, weighted_recall: 0.8967, number_of_instances: 958, precision: 0.896, predictive_accuracy: 0.8967, prior_entropy: 0.931, relative_absolute_error: 0.2821, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.5541, unweighted_recall: 0.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9499, f_measure: 0.8839, kappa: 0.7455, kb_relative_information_score: 0.6721, mean_absolute_error: 0.1501, mean_prior_absolute_error: 0.453, weighted_recall: 0.8831, number_of_instances: 958, precision: 0.8854, predictive_accuracy: 0.8831, prior_entropy: 0.931, relative_absolute_error: 0.3314, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2885, root_relative_squared_error: 0.6063, unweighted_recall: 0.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8521, kappa: 0.6741, kb_relative_information_score: 0.5825, mean_absolute_error: 0.1915, mean_prior_absolute_error: 0.453, weighted_recall: 0.8518, number_of_instances: 958, precision: 0.8525, predictive_accuracy: 0.8518, prior_entropy: 0.931, relative_absolute_error: 0.4228, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.6709, unweighted_recall: 0.8385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9113, f_measure: 0.8212, kappa: 0.6026, kb_relative_information_score: 0.5372, mean_absolute_error: 0.2078, mean_prior_absolute_error: 0.453, weighted_recall: 0.8225, number_of_instances: 958, precision: 0.8206, predictive_accuracy: 0.8225, prior_entropy: 0.931, relative_absolute_error: 0.4587, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3402, root_relative_squared_error: 0.7149, unweighted_recall: 0.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9154, kappa: 0.8129, kb_relative_information_score: 0.7393, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.453, weighted_recall: 0.9154, number_of_instances: 958, precision: 0.9153, predictive_accuracy: 0.9154, prior_entropy: 0.931, relative_absolute_error: 0.2648, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.257, root_relative_squared_error: 0.5401, unweighted_recall: 0.9056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.8956, kappa: 0.7695, kb_relative_information_score: 0.7198, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.453, weighted_recall: 0.8956, number_of_instances: 958, precision: 0.8956, predictive_accuracy: 0.8956, prior_entropy: 0.931, relative_absolute_error: 0.2838, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.552, unweighted_recall: 0.8848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.8015, kappa: 0.5615, kb_relative_information_score: 0.4444, mean_absolute_error: 0.2524, mean_prior_absolute_error: 0.453, weighted_recall: 0.8017, number_of_instances: 958, precision: 0.8014, predictive_accuracy: 0.8017, prior_entropy: 0.931, relative_absolute_error: 0.5571, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3673, root_relative_squared_error: 0.7718, unweighted_recall: 0.7803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.8483, kappa: 0.6624, kb_relative_information_score: 0.6146, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.453, weighted_recall: 0.8497, number_of_instances: 958, precision: 0.848, predictive_accuracy: 0.8497, prior_entropy: 0.931, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3126, root_relative_squared_error: 0.657, unweighted_recall: 0.8256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8645, f_measure: 0.7914, kappa: 0.5303, kb_relative_information_score: 0.4352, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.453, weighted_recall: 0.7985, number_of_instances: 958, precision: 0.7955, predictive_accuracy: 0.7985, prior_entropy: 0.931, relative_absolute_error: 0.5629, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3683, root_relative_squared_error: 0.7739, unweighted_recall: 0.7511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.9283, kappa: 0.8424, kb_relative_information_score: 0.8256, mean_absolute_error: 0.0768, mean_prior_absolute_error: 0.453, weighted_recall: 0.928, number_of_instances: 958, precision: 0.929, predictive_accuracy: 0.928, prior_entropy: 0.931, relative_absolute_error: 0.1695, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2199, root_relative_squared_error: 0.4621, unweighted_recall: 0.9251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8381, kappa: 0.6425, kb_relative_information_score: 0.5618, mean_absolute_error: 0.1986, mean_prior_absolute_error: 0.453, weighted_recall: 0.8382, number_of_instances: 958, precision: 0.8381, predictive_accuracy: 0.8382, prior_entropy: 0.931, relative_absolute_error: 0.4384, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.6882, unweighted_recall: 0.821,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8105, kappa: 0.577, kb_relative_information_score: 0.4912, mean_absolute_error: 0.2305, mean_prior_absolute_error: 0.453, weighted_recall: 0.8132, number_of_instances: 958, precision: 0.8102, predictive_accuracy: 0.8132, prior_entropy: 0.931, relative_absolute_error: 0.5088, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3535, root_relative_squared_error: 0.7428, unweighted_recall: 0.7813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9275, f_measure: 0.8387, kappa: 0.6425, kb_relative_information_score: 0.5837, mean_absolute_error: 0.1872, mean_prior_absolute_error: 0.453, weighted_recall: 0.8392, number_of_instances: 958, precision: 0.8383, predictive_accuracy: 0.8392, prior_entropy: 0.931, relative_absolute_error: 0.4132, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3196, root_relative_squared_error: 0.6715, unweighted_recall: 0.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.8457, kappa: 0.6576, kb_relative_information_score: 0.5845, mean_absolute_error: 0.1894, mean_prior_absolute_error: 0.453, weighted_recall: 0.8466, number_of_instances: 958, precision: 0.8453, predictive_accuracy: 0.8466, prior_entropy: 0.931, relative_absolute_error: 0.4181, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.6499, unweighted_recall: 0.8253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8633, kappa: 0.6983, kb_relative_information_score: 0.6547, mean_absolute_error: 0.1535, mean_prior_absolute_error: 0.453, weighted_recall: 0.8633, number_of_instances: 958, precision: 0.8634, predictive_accuracy: 0.8633, prior_entropy: 0.931, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.306, root_relative_squared_error: 0.643, unweighted_recall: 0.8494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9519, f_measure: 0.8955, kappa: 0.7692, kb_relative_information_score: 0.6957, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.453, weighted_recall: 0.8956, number_of_instances: 958, precision: 0.8955, predictive_accuracy: 0.8956, prior_entropy: 0.931, relative_absolute_error: 0.3085, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.5871, unweighted_recall: 0.8841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8905, kappa: 0.7585, kb_relative_information_score: 0.7052, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.453, weighted_recall: 0.8904, number_of_instances: 958, precision: 0.8906, predictive_accuracy: 0.8904, prior_entropy: 0.931, relative_absolute_error: 0.2951, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.576, unweighted_recall: 0.8801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8533, f_measure: 0.7623, kappa: 0.4676, kb_relative_information_score: 0.4028, mean_absolute_error: 0.2666, mean_prior_absolute_error: 0.453, weighted_recall: 0.7672, number_of_instances: 958, precision: 0.7618, predictive_accuracy: 0.7672, prior_entropy: 0.931, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3762, root_relative_squared_error: 0.7906, unweighted_recall: 0.7257,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.7266, kappa: 0.3882, kb_relative_information_score: 0.3308, mean_absolute_error: 0.2993, mean_prior_absolute_error: 0.453, weighted_recall: 0.7317, number_of_instances: 958, precision: 0.725, predictive_accuracy: 0.7317, prior_entropy: 0.931, relative_absolute_error: 0.6606, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4067, root_relative_squared_error: 0.8547, unweighted_recall: 0.6879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8887, f_measure: 0.8058, kappa: 0.5735, kb_relative_information_score: 0.4956, mean_absolute_error: 0.2247, mean_prior_absolute_error: 0.453, weighted_recall: 0.8048, number_of_instances: 958, precision: 0.8072, predictive_accuracy: 0.8048, prior_entropy: 0.931, relative_absolute_error: 0.4961, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3582, root_relative_squared_error: 0.7527, unweighted_recall: 0.7898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8723, kappa: 0.7172, kb_relative_information_score: 0.6346, mean_absolute_error: 0.1651, mean_prior_absolute_error: 0.453, weighted_recall: 0.8727, number_of_instances: 958, precision: 0.872, predictive_accuracy: 0.8727, prior_entropy: 0.931, relative_absolute_error: 0.3645, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3051, root_relative_squared_error: 0.6412, unweighted_recall: 0.8566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9428, f_measure: 0.8721, kappa: 0.7187, kb_relative_information_score: 0.6361, mean_absolute_error: 0.167, mean_prior_absolute_error: 0.453, weighted_recall: 0.8716, number_of_instances: 958, precision: 0.8728, predictive_accuracy: 0.8716, prior_entropy: 0.931, relative_absolute_error: 0.3687, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6303, unweighted_recall: 0.8621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.8743, kappa: 0.7215, kb_relative_information_score: 0.6686, mean_absolute_error: 0.151, mean_prior_absolute_error: 0.453, weighted_recall: 0.8747, number_of_instances: 958, precision: 0.874, predictive_accuracy: 0.8747, prior_entropy: 0.931, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2863, root_relative_squared_error: 0.6016, unweighted_recall: 0.8582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8702, kappa: 0.7149, kb_relative_information_score: 0.653, mean_absolute_error: 0.1557, mean_prior_absolute_error: 0.453, weighted_recall: 0.8695, number_of_instances: 958, precision: 0.8713, predictive_accuracy: 0.8695, prior_entropy: 0.931, relative_absolute_error: 0.3437, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.299, root_relative_squared_error: 0.6283, unweighted_recall: 0.8613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.8466, kappa: 0.6592, kb_relative_information_score: 0.573, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.453, weighted_recall: 0.8476, number_of_instances: 958, precision: 0.8462, predictive_accuracy: 0.8476, prior_entropy: 0.931, relative_absolute_error: 0.4283, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.6981, unweighted_recall: 0.8254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.8376, kappa: 0.6384, kb_relative_information_score: 0.5627, mean_absolute_error: 0.1983, mean_prior_absolute_error: 0.453, weighted_recall: 0.8392, number_of_instances: 958, precision: 0.8373, predictive_accuracy: 0.8392, prior_entropy: 0.931, relative_absolute_error: 0.4376, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.6863, unweighted_recall: 0.8133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.8993, kappa: 0.7788, kb_relative_information_score: 0.7806, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.453, weighted_recall: 0.8987, number_of_instances: 958, precision: 0.9002, predictive_accuracy: 0.8987, prior_entropy: 0.931, relative_absolute_error: 0.2113, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2538, root_relative_squared_error: 0.5333, unweighted_recall: 0.8935,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.7474, kappa: 0.4342, kb_relative_information_score: 0.3478, mean_absolute_error: 0.2935, mean_prior_absolute_error: 0.453, weighted_recall: 0.7526, number_of_instances: 958, precision: 0.7465, predictive_accuracy: 0.7526, prior_entropy: 0.931, relative_absolute_error: 0.6478, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3915, root_relative_squared_error: 0.8227, unweighted_recall: 0.7096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8702, f_measure: 0.7911, kappa: 0.5384, kb_relative_information_score: 0.4306, mean_absolute_error: 0.2587, mean_prior_absolute_error: 0.453, weighted_recall: 0.7912, number_of_instances: 958, precision: 0.7909, predictive_accuracy: 0.7912, prior_entropy: 0.931, relative_absolute_error: 0.5711, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3695, root_relative_squared_error: 0.7764, unweighted_recall: 0.7688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.8624, kappa: 0.6992, kb_relative_information_score: 0.6192, mean_absolute_error: 0.1721, mean_prior_absolute_error: 0.453, weighted_recall: 0.8612, number_of_instances: 958, precision: 0.865, predictive_accuracy: 0.8612, prior_entropy: 0.931, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3074, root_relative_squared_error: 0.646, unweighted_recall: 0.8563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.805, kappa: 0.5728, kb_relative_information_score: 0.5033, mean_absolute_error: 0.2222, mean_prior_absolute_error: 0.453, weighted_recall: 0.8038, number_of_instances: 958, precision: 0.807, predictive_accuracy: 0.8038, prior_entropy: 0.931, relative_absolute_error: 0.4905, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3637, root_relative_squared_error: 0.7643, unweighted_recall: 0.7904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9038, kappa: 0.7874, kb_relative_information_score: 0.6944, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.453, weighted_recall: 0.904, number_of_instances: 958, precision: 0.9037, predictive_accuracy: 0.904, prior_entropy: 0.931, relative_absolute_error: 0.3119, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2731, root_relative_squared_error: 0.5738, unweighted_recall: 0.8926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9695, f_measure: 0.9206, kappa: 0.8246, kb_relative_information_score: 0.7975, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.453, weighted_recall: 0.9207, number_of_instances: 958, precision: 0.9206, predictive_accuracy: 0.9207, prior_entropy: 0.931, relative_absolute_error: 0.2003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.4857, unweighted_recall: 0.9117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8566, kappa: 0.6851, kb_relative_information_score: 0.6119, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.453, weighted_recall: 0.8559, number_of_instances: 958, precision: 0.8577, predictive_accuracy: 0.8559, prior_entropy: 0.931, relative_absolute_error: 0.3852, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3152, root_relative_squared_error: 0.6623, unweighted_recall: 0.8459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.9222, kappa: 0.8297, kb_relative_information_score: 0.8285, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.453, weighted_recall: 0.9217, number_of_instances: 958, precision: 0.9237, predictive_accuracy: 0.9217, prior_entropy: 0.931, relative_absolute_error: 0.1659, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.4616, unweighted_recall: 0.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.8516, kappa: 0.6718, kb_relative_information_score: 0.6046, mean_absolute_error: 0.1785, mean_prior_absolute_error: 0.453, weighted_recall: 0.8518, number_of_instances: 958, precision: 0.8514, predictive_accuracy: 0.8518, prior_entropy: 0.931, relative_absolute_error: 0.3939, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3134, root_relative_squared_error: 0.6585, unweighted_recall: 0.8349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.8315, kappa: 0.6293, kb_relative_information_score: 0.5541, mean_absolute_error: 0.2023, mean_prior_absolute_error: 0.453, weighted_recall: 0.8309, number_of_instances: 958, precision: 0.8322, predictive_accuracy: 0.8309, prior_entropy: 0.931, relative_absolute_error: 0.4465, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.331, root_relative_squared_error: 0.6955, unweighted_recall: 0.8169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.879, kappa: 0.733, kb_relative_information_score: 0.6715, mean_absolute_error: 0.1504, mean_prior_absolute_error: 0.453, weighted_recall: 0.8789, number_of_instances: 958, precision: 0.8791, predictive_accuracy: 0.8789, prior_entropy: 0.931, relative_absolute_error: 0.3319, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.597, unweighted_recall: 0.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.7817, kappa: 0.5158, kb_relative_information_score: 0.4322, mean_absolute_error: 0.2551, mean_prior_absolute_error: 0.453, weighted_recall: 0.7829, number_of_instances: 958, precision: 0.781, predictive_accuracy: 0.7829, prior_entropy: 0.931, relative_absolute_error: 0.5631, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7807, unweighted_recall: 0.7554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8576, kappa: 0.6871, kb_relative_information_score: 0.6354, mean_absolute_error: 0.1631, mean_prior_absolute_error: 0.453, weighted_recall: 0.857, number_of_instances: 958, precision: 0.8586, predictive_accuracy: 0.857, prior_entropy: 0.931, relative_absolute_error: 0.36, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.311, root_relative_squared_error: 0.6536, unweighted_recall: 0.8467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9554, f_measure: 0.8978, kappa: 0.7727, kb_relative_information_score: 0.7192, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.453, weighted_recall: 0.8987, number_of_instances: 958, precision: 0.8981, predictive_accuracy: 0.8987, prior_entropy: 0.931, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2663, root_relative_squared_error: 0.5597, unweighted_recall: 0.8801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.7975, kappa: 0.5529, kb_relative_information_score: 0.5011, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.453, weighted_recall: 0.7975, number_of_instances: 958, precision: 0.7975, predictive_accuracy: 0.7975, prior_entropy: 0.931, relative_absolute_error: 0.4912, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3534, root_relative_squared_error: 0.7426, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8042, kappa: 0.5645, kb_relative_information_score: 0.4987, mean_absolute_error: 0.2269, mean_prior_absolute_error: 0.453, weighted_recall: 0.8058, number_of_instances: 958, precision: 0.8035, predictive_accuracy: 0.8058, prior_entropy: 0.931, relative_absolute_error: 0.5008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7242, unweighted_recall: 0.7779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7691, f_measure: 0.7116, kappa: 0.3558, kb_relative_information_score: 0.2365, mean_absolute_error: 0.3443, mean_prior_absolute_error: 0.453, weighted_recall: 0.7161, number_of_instances: 958, precision: 0.7095, predictive_accuracy: 0.7161, prior_entropy: 0.931, relative_absolute_error: 0.76, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8966, unweighted_recall: 0.6731,

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