Task
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 49 Supervised Classification tic-tac-toe 112287 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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112287 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9895, kappa: 0.9769, kb_relative_information_score: 0.9583, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.0467, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.092, root_relative_squared_error: 0.1933, 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: 0.9229, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.1995, unweighted_recall: 0.9909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8544, f_measure: 0.7736, kappa: 0.4883, kb_relative_information_score: 0.29, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.453, weighted_recall: 0.785, number_of_instances: 958, precision: 0.7834, predictive_accuracy: 0.785, prior_entropy: 0.931, relative_absolute_error: 0.7314, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3864, root_relative_squared_error: 0.812, unweighted_recall: 0.7265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9779, kappa: 0.951, kb_relative_information_score: 0.8735, mean_absolute_error: 0.067, mean_prior_absolute_error: 0.453, weighted_recall: 0.9781, number_of_instances: 958, precision: 0.9785, predictive_accuracy: 0.9781, prior_entropy: 0.931, relative_absolute_error: 0.1479, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1391, root_relative_squared_error: 0.2924, unweighted_recall: 0.9698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9124, f_measure: 0.8203, kappa: 0.5968, kb_relative_information_score: 0.3605, mean_absolute_error: 0.3035, mean_prior_absolute_error: 0.453, weighted_recall: 0.8246, number_of_instances: 958, precision: 0.8224, predictive_accuracy: 0.8246, prior_entropy: 0.931, relative_absolute_error: 0.67, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3577, root_relative_squared_error: 0.7516, unweighted_recall: 0.7866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9885, kappa: 0.9746, kb_relative_information_score: 0.9193, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9885, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.0974, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1021, root_relative_squared_error: 0.2145, unweighted_recall: 0.9856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9843, kappa: 0.9652, kb_relative_information_score: 0.892, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.453, weighted_recall: 0.9843, number_of_instances: 958, precision: 0.9844, predictive_accuracy: 0.9843, prior_entropy: 0.931, relative_absolute_error: 0.1293, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1257, root_relative_squared_error: 0.2642, unweighted_recall: 0.9795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.937, kappa: 0.8601, kb_relative_information_score: 0.6567, mean_absolute_error: 0.1734, mean_prior_absolute_error: 0.453, weighted_recall: 0.9374, number_of_instances: 958, precision: 0.9372, predictive_accuracy: 0.9374, prior_entropy: 0.931, relative_absolute_error: 0.3827, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.5163, unweighted_recall: 0.9252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.955, kappa: 0.9005, kb_relative_information_score: 0.7061, mean_absolute_error: 0.1522, mean_prior_absolute_error: 0.453, weighted_recall: 0.9551, number_of_instances: 958, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.931, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.4604, unweighted_recall: 0.9487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9559, f_measure: 0.8922, kappa: 0.7614, kb_relative_information_score: 0.4747, mean_absolute_error: 0.256, mean_prior_absolute_error: 0.453, weighted_recall: 0.8925, number_of_instances: 958, precision: 0.892, predictive_accuracy: 0.8925, prior_entropy: 0.931, relative_absolute_error: 0.5652, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3152, root_relative_squared_error: 0.6624, unweighted_recall: 0.8788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9748, kappa: 0.9441, kb_relative_information_score: 0.8279, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.453, weighted_recall: 0.9749, number_of_instances: 958, precision: 0.9752, predictive_accuracy: 0.9749, prior_entropy: 0.931, relative_absolute_error: 0.2029, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.161, root_relative_squared_error: 0.3383, unweighted_recall: 0.9674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9735, f_measure: 0.9042, kappa: 0.7868, kb_relative_information_score: 0.5441, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.453, weighted_recall: 0.905, number_of_instances: 958, precision: 0.9045, predictive_accuracy: 0.905, prior_entropy: 0.931, relative_absolute_error: 0.5007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.6044, unweighted_recall: 0.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9864, kappa: 0.9698, kb_relative_information_score: 0.8692, mean_absolute_error: 0.0721, mean_prior_absolute_error: 0.453, weighted_recall: 0.9864, number_of_instances: 958, precision: 0.9865, predictive_accuracy: 0.9864, prior_entropy: 0.931, relative_absolute_error: 0.1593, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.273, unweighted_recall: 0.9818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9142, kappa: 0.8086, kb_relative_information_score: 0.5486, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.453, weighted_recall: 0.9154, number_of_instances: 958, precision: 0.9158, predictive_accuracy: 0.9154, prior_entropy: 0.931, relative_absolute_error: 0.5016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2844, root_relative_squared_error: 0.5976, unweighted_recall: 0.8943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9822, kappa: 0.9607, kb_relative_information_score: 0.8675, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.2831, unweighted_recall: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.956, kappa: 0.9025, kb_relative_information_score: 0.6928, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.453, weighted_recall: 0.9562, number_of_instances: 958, precision: 0.9561, predictive_accuracy: 0.9562, prior_entropy: 0.931, relative_absolute_error: 0.3573, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2223, root_relative_squared_error: 0.4671, unweighted_recall: 0.9481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9644, kappa: 0.9211, kb_relative_information_score: 0.763, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.453, weighted_recall: 0.9645, number_of_instances: 958, precision: 0.9645, predictive_accuracy: 0.9645, prior_entropy: 0.931, relative_absolute_error: 0.277, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4083, unweighted_recall: 0.9573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9665, kappa: 0.9257, kb_relative_information_score: 0.8053, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.453, weighted_recall: 0.9666, number_of_instances: 958, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.931, relative_absolute_error: 0.2273, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1765, root_relative_squared_error: 0.3708, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9822, kappa: 0.9608, kb_relative_information_score: 0.8601, mean_absolute_error: 0.0746, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9822, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.1647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1416, root_relative_squared_error: 0.2975, unweighted_recall: 0.9801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9895, kappa: 0.9769, kb_relative_information_score: 0.916, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1051, root_relative_squared_error: 0.2208, unweighted_recall: 0.9864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9965, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0093, root_relative_squared_error: 0.0195, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9452, kappa: 0.8781, kb_relative_information_score: 0.6521, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.453, weighted_recall: 0.9457, number_of_instances: 958, precision: 0.946, predictive_accuracy: 0.9457, prior_entropy: 0.931, relative_absolute_error: 0.4009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.5069, unweighted_recall: 0.9316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8525, f_measure: 0.7362, kappa: 0.4031, kb_relative_information_score: 0.2423, mean_absolute_error: 0.3513, mean_prior_absolute_error: 0.453, weighted_recall: 0.7547, number_of_instances: 958, precision: 0.7524, predictive_accuracy: 0.7547, prior_entropy: 0.931, relative_absolute_error: 0.7754, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3964, root_relative_squared_error: 0.8329, unweighted_recall: 0.6829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9279, kappa: 0.8409, kb_relative_information_score: 0.576, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.453, weighted_recall: 0.928, number_of_instances: 958, precision: 0.9279, predictive_accuracy: 0.928, prior_entropy: 0.931, relative_absolute_error: 0.4725, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2736, root_relative_squared_error: 0.5749, unweighted_recall: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, f_measure: 0.87, kappa: 0.7077, kb_relative_information_score: 0.4547, mean_absolute_error: 0.2682, mean_prior_absolute_error: 0.453, weighted_recall: 0.8737, number_of_instances: 958, precision: 0.8757, predictive_accuracy: 0.8737, prior_entropy: 0.931, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.6802, unweighted_recall: 0.8376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9835, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0397, root_relative_squared_error: 0.0834, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 0.944, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.453, weighted_recall: 0.9979, number_of_instances: 958, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.931, relative_absolute_error: 0.0733, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0667, root_relative_squared_error: 0.1401, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9665, kappa: 0.9257, kb_relative_information_score: 0.7394, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.453, weighted_recall: 0.9666, number_of_instances: 958, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.931, relative_absolute_error: 0.3063, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4262, unweighted_recall: 0.9596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9904, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0129, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0514, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, f_measure: 0.9674, kappa: 0.9277, kb_relative_information_score: 0.7809, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.453, weighted_recall: 0.9676, number_of_instances: 958, precision: 0.9679, predictive_accuracy: 0.9676, prior_entropy: 0.931, relative_absolute_error: 0.2535, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3986, unweighted_recall: 0.9583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.7638, kappa: 0.4667, kb_relative_information_score: 0.3161, mean_absolute_error: 0.3187, mean_prior_absolute_error: 0.453, weighted_recall: 0.7745, number_of_instances: 958, precision: 0.7705, predictive_accuracy: 0.7745, prior_entropy: 0.931, relative_absolute_error: 0.7036, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3843, root_relative_squared_error: 0.8075, unweighted_recall: 0.7178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9633, kappa: 0.9185, kb_relative_information_score: 0.7404, mean_absolute_error: 0.1387, mean_prior_absolute_error: 0.453, weighted_recall: 0.9635, number_of_instances: 958, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 0.931, relative_absolute_error: 0.3061, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4214, unweighted_recall: 0.9544,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.911, f_measure: 0.8102, kappa: 0.5722, kb_relative_information_score: 0.3248, mean_absolute_error: 0.3184, mean_prior_absolute_error: 0.453, weighted_recall: 0.8173, number_of_instances: 958, precision: 0.8168, predictive_accuracy: 0.8173, prior_entropy: 0.931, relative_absolute_error: 0.7028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3664, root_relative_squared_error: 0.77, unweighted_recall: 0.7697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9906, kappa: 0.9792, kb_relative_information_score: 0.9228, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.453, weighted_recall: 0.9906, number_of_instances: 958, precision: 0.9906, predictive_accuracy: 0.9906, prior_entropy: 0.931, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0989, root_relative_squared_error: 0.2079, unweighted_recall: 0.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, f_measure: 0.925, kappa: 0.8327, kb_relative_information_score: 0.6041, mean_absolute_error: 0.2034, mean_prior_absolute_error: 0.453, weighted_recall: 0.9259, number_of_instances: 958, precision: 0.9262, predictive_accuracy: 0.9259, prior_entropy: 0.931, relative_absolute_error: 0.4491, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.261, root_relative_squared_error: 0.5484, unweighted_recall: 0.9072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 0.9954, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.453, weighted_recall: 0.999, number_of_instances: 958, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.931, relative_absolute_error: 0.0058, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0229, root_relative_squared_error: 0.0482, unweighted_recall: 0.9985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9295, f_measure: 0.8323, kappa: 0.6222, kb_relative_information_score: 0.4173, mean_absolute_error: 0.2812, mean_prior_absolute_error: 0.453, weighted_recall: 0.8382, number_of_instances: 958, precision: 0.8392, predictive_accuracy: 0.8382, prior_entropy: 0.931, relative_absolute_error: 0.6208, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3398, root_relative_squared_error: 0.714, unweighted_recall: 0.7942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.8582, kappa: 0.68, kb_relative_information_score: 0.4064, mean_absolute_error: 0.2888, mean_prior_absolute_error: 0.453, weighted_recall: 0.8643, number_of_instances: 958, precision: 0.871, predictive_accuracy: 0.8643, prior_entropy: 0.931, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.7066, unweighted_recall: 0.8184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9895, kappa: 0.9769, kb_relative_information_score: 0.8789, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.453, weighted_recall: 0.9896, number_of_instances: 958, precision: 0.9896, predictive_accuracy: 0.9896, prior_entropy: 0.931, relative_absolute_error: 0.1482, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1241, root_relative_squared_error: 0.2608, unweighted_recall: 0.9871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.939, kappa: 0.8646, kb_relative_information_score: 0.6384, mean_absolute_error: 0.1865, mean_prior_absolute_error: 0.453, weighted_recall: 0.9395, number_of_instances: 958, precision: 0.9394, predictive_accuracy: 0.9395, prior_entropy: 0.931, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.5236, unweighted_recall: 0.9268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9597, f_measure: 0.8699, kappa: 0.7068, kb_relative_information_score: 0.4561, mean_absolute_error: 0.2663, mean_prior_absolute_error: 0.453, weighted_recall: 0.8747, number_of_instances: 958, precision: 0.8799, predictive_accuracy: 0.8747, prior_entropy: 0.931, relative_absolute_error: 0.5877, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3204, root_relative_squared_error: 0.6733, unweighted_recall: 0.8334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9445, f_measure: 0.8722, kappa: 0.7153, kb_relative_information_score: 0.5359, mean_absolute_error: 0.2228, mean_prior_absolute_error: 0.453, weighted_recall: 0.8737, number_of_instances: 958, precision: 0.8726, predictive_accuracy: 0.8737, prior_entropy: 0.931, relative_absolute_error: 0.4919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.308, root_relative_squared_error: 0.6472, unweighted_recall: 0.8503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.8926, kappa: 0.7596, kb_relative_information_score: 0.4748, mean_absolute_error: 0.2585, mean_prior_absolute_error: 0.453, weighted_recall: 0.8946, number_of_instances: 958, precision: 0.8951, predictive_accuracy: 0.8946, prior_entropy: 0.931, relative_absolute_error: 0.5707, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.314, root_relative_squared_error: 0.6598, unweighted_recall: 0.8677,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.8437, kappa: 0.6515, kb_relative_information_score: 0.4781, mean_absolute_error: 0.251, mean_prior_absolute_error: 0.453, weighted_recall: 0.8455, number_of_instances: 958, precision: 0.8436, predictive_accuracy: 0.8455, prior_entropy: 0.931, relative_absolute_error: 0.554, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.6846, unweighted_recall: 0.8188,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7856, f_measure: 0.7113, kappa: 0.3472, kb_relative_information_score: 0.1949, mean_absolute_error: 0.3687, mean_prior_absolute_error: 0.453, weighted_recall: 0.7349, number_of_instances: 958, precision: 0.7301, predictive_accuracy: 0.7349, prior_entropy: 0.931, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4184, root_relative_squared_error: 0.8792, unweighted_recall: 0.6557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9937, kappa: 0.9861, kb_relative_information_score: 0.9738, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.453, weighted_recall: 0.9937, number_of_instances: 958, precision: 0.9938, predictive_accuracy: 0.9937, prior_entropy: 0.931, relative_absolute_error: 0.0297, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0699, root_relative_squared_error: 0.1469, unweighted_recall: 0.991,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9756, f_measure: 0.9237, kappa: 0.8314, kb_relative_information_score: 0.5485, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.453, weighted_recall: 0.9238, number_of_instances: 958, precision: 0.9237, predictive_accuracy: 0.9238, prior_entropy: 0.931, relative_absolute_error: 0.4963, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.5986, unweighted_recall: 0.9148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7887, f_measure: 0.7353, kappa: 0.4013, kb_relative_information_score: 0.2361, mean_absolute_error: 0.3514, mean_prior_absolute_error: 0.453, weighted_recall: 0.7505, number_of_instances: 958, precision: 0.7447, predictive_accuracy: 0.7505, prior_entropy: 0.931, relative_absolute_error: 0.7758, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4142, root_relative_squared_error: 0.8704, unweighted_recall: 0.6846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9516, f_measure: 0.8884, kappa: 0.7504, kb_relative_information_score: 0.5032, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.453, weighted_recall: 0.8904, number_of_instances: 958, precision: 0.8905, predictive_accuracy: 0.8904, prior_entropy: 0.931, relative_absolute_error: 0.5392, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.6475, unweighted_recall: 0.8638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9539, kappa: 0.8979, kb_relative_information_score: 0.6747, mean_absolute_error: 0.1707, 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: 0.3767, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.231, root_relative_squared_error: 0.4855, unweighted_recall: 0.9458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 0.9384, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.453, weighted_recall: 0.9927, number_of_instances: 958, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 0.931, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.093, root_relative_squared_error: 0.1954, unweighted_recall: 0.9902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 0.9778, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.453, weighted_recall: 0.9979, number_of_instances: 958, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.931, relative_absolute_error: 0.0288, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0425, root_relative_squared_error: 0.0893, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9965, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0095, root_relative_squared_error: 0.02, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.8094, kappa: 0.5722, kb_relative_information_score: 0.3814, mean_absolute_error: 0.2943, mean_prior_absolute_error: 0.453, weighted_recall: 0.8142, number_of_instances: 958, precision: 0.8114, predictive_accuracy: 0.8142, prior_entropy: 0.931, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7434, unweighted_recall: 0.7744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 0.9834, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.453, weighted_recall: 0.9979, number_of_instances: 958, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.931, relative_absolute_error: 0.0199, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0492, root_relative_squared_error: 0.1035, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9366, f_measure: 0.8037, kappa: 0.5568, kb_relative_information_score: 0.3715, mean_absolute_error: 0.3025, mean_prior_absolute_error: 0.453, weighted_recall: 0.8225, number_of_instances: 958, precision: 0.8557, predictive_accuracy: 0.8225, prior_entropy: 0.931, relative_absolute_error: 0.6678, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.7353, unweighted_recall: 0.7461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7687, f_measure: 0.6998, kappa: 0.3221, kb_relative_information_score: 0.1503, mean_absolute_error: 0.389, mean_prior_absolute_error: 0.453, weighted_recall: 0.7286, number_of_instances: 958, precision: 0.7256, predictive_accuracy: 0.7286, prior_entropy: 0.931, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4285, root_relative_squared_error: 0.9004, unweighted_recall: 0.6424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.9385, mean_absolute_error: 0.0347, 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: 0.0767, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0845, root_relative_squared_error: 0.1777, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 0.9607, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.453, weighted_recall: 0.9979, number_of_instances: 958, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.931, relative_absolute_error: 0.0516, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0551, root_relative_squared_error: 0.1158, unweighted_recall: 0.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9654, kappa: 0.9231, kb_relative_information_score: 0.8104, mean_absolute_error: 0.1015, mean_prior_absolute_error: 0.453, weighted_recall: 0.9656, number_of_instances: 958, precision: 0.9657, predictive_accuracy: 0.9656, prior_entropy: 0.931, relative_absolute_error: 0.224, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1694, root_relative_squared_error: 0.3561, unweighted_recall: 0.9567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9801, kappa: 0.956, kb_relative_information_score: 0.9038, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.453, weighted_recall: 0.9802, number_of_instances: 958, precision: 0.9802, predictive_accuracy: 0.9802, prior_entropy: 0.931, relative_absolute_error: 0.1108, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1259, root_relative_squared_error: 0.2645, unweighted_recall: 0.9756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9966, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0111, root_relative_squared_error: 0.0232, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9433, kappa: 0.8741, kb_relative_information_score: 0.6716, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.453, weighted_recall: 0.9436, number_of_instances: 958, precision: 0.9435, predictive_accuracy: 0.9436, prior_entropy: 0.931, relative_absolute_error: 0.3735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.493, unweighted_recall: 0.9321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9822, kappa: 0.9605, kb_relative_information_score: 0.8724, mean_absolute_error: 0.0687, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9825, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.1517, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1367, root_relative_squared_error: 0.2873, unweighted_recall: 0.9758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, f_measure: 0.7124, kappa: 0.3492, kb_relative_information_score: 0.2011, mean_absolute_error: 0.3634, mean_prior_absolute_error: 0.453, weighted_recall: 0.7317, number_of_instances: 958, precision: 0.7235, predictive_accuracy: 0.7317, prior_entropy: 0.931, relative_absolute_error: 0.8023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4265, root_relative_squared_error: 0.8963, unweighted_recall: 0.6589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.8246, kappa: 0.6064, kb_relative_information_score: 0.3811, mean_absolute_error: 0.2947, mean_prior_absolute_error: 0.453, weighted_recall: 0.8288, number_of_instances: 958, precision: 0.8268, predictive_accuracy: 0.8288, prior_entropy: 0.931, relative_absolute_error: 0.6505, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3508, root_relative_squared_error: 0.7371, unweighted_recall: 0.7912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8305, f_measure: 0.736, kappa: 0.4032, kb_relative_information_score: 0.2648, mean_absolute_error: 0.3395, mean_prior_absolute_error: 0.453, weighted_recall: 0.7505, number_of_instances: 958, precision: 0.7443, predictive_accuracy: 0.7505, prior_entropy: 0.931, relative_absolute_error: 0.7495, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3986, root_relative_squared_error: 0.8375, unweighted_recall: 0.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9843, kappa: 0.9653, kb_relative_information_score: 0.8614, mean_absolute_error: 0.0771, 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: 0.1702, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.2781, unweighted_recall: 0.9809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9822, kappa: 0.9606, kb_relative_information_score: 0.8976, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.453, weighted_recall: 0.9823, number_of_instances: 958, precision: 0.9823, predictive_accuracy: 0.9823, prior_entropy: 0.931, relative_absolute_error: 0.1196, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1265, root_relative_squared_error: 0.2659, unweighted_recall: 0.9779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8176, f_measure: 0.7182, kappa: 0.3624, kb_relative_information_score: 0.2039, mean_absolute_error: 0.3679, mean_prior_absolute_error: 0.453, weighted_recall: 0.738, number_of_instances: 958, precision: 0.7317, predictive_accuracy: 0.738, prior_entropy: 0.931, relative_absolute_error: 0.8122, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4121, root_relative_squared_error: 0.8659, unweighted_recall: 0.6644,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8873, kappa: 0.7493, kb_relative_information_score: 0.5053, mean_absolute_error: 0.2443, mean_prior_absolute_error: 0.453, weighted_recall: 0.8883, number_of_instances: 958, precision: 0.8875, predictive_accuracy: 0.8883, prior_entropy: 0.931, relative_absolute_error: 0.5392, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3034, root_relative_squared_error: 0.6376, unweighted_recall: 0.8686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9435, kappa: 0.8748, kb_relative_information_score: 0.6257, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.453, weighted_recall: 0.9436, number_of_instances: 958, precision: 0.9434, predictive_accuracy: 0.9436, prior_entropy: 0.931, relative_absolute_error: 0.423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.5354, unweighted_recall: 0.9349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9557, kappa: 0.9014, kb_relative_information_score: 0.5811, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.453, weighted_recall: 0.9562, number_of_instances: 958, precision: 0.9569, predictive_accuracy: 0.9562, prior_entropy: 0.931, relative_absolute_error: 0.4747, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.5618, unweighted_recall: 0.9424,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9071, f_measure: 0.8039, kappa: 0.5582, kb_relative_information_score: 0.3551, mean_absolute_error: 0.3062, mean_prior_absolute_error: 0.453, weighted_recall: 0.8111, number_of_instances: 958, precision: 0.8096, predictive_accuracy: 0.8111, prior_entropy: 0.931, relative_absolute_error: 0.676, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3606, root_relative_squared_error: 0.7577, unweighted_recall: 0.7635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9885, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0153, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.0595, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.8979, mean_absolute_error: 0.0572, 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: 0.1263, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.112, root_relative_squared_error: 0.2354, unweighted_recall: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.8115, kappa: 0.576, kb_relative_information_score: 0.3623, mean_absolute_error: 0.3033, mean_prior_absolute_error: 0.453, weighted_recall: 0.8173, number_of_instances: 958, precision: 0.8155, predictive_accuracy: 0.8173, prior_entropy: 0.931, relative_absolute_error: 0.6695, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3633, root_relative_squared_error: 0.7634, unweighted_recall: 0.7739,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.74, kappa: 0.4126, kb_relative_information_score: 0.2689, mean_absolute_error: 0.3382, mean_prior_absolute_error: 0.453, weighted_recall: 0.7526, number_of_instances: 958, precision: 0.746, predictive_accuracy: 0.7526, prior_entropy: 0.931, relative_absolute_error: 0.7466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3882, root_relative_squared_error: 0.8158, unweighted_recall: 0.6919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9884, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0161, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0192, root_relative_squared_error: 0.0402, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9412, f_measure: 0.837, kappa: 0.6319, kb_relative_information_score: 0.3746, mean_absolute_error: 0.3009, mean_prior_absolute_error: 0.453, weighted_recall: 0.8445, number_of_instances: 958, precision: 0.85, predictive_accuracy: 0.8445, prior_entropy: 0.931, relative_absolute_error: 0.6643, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.7309, unweighted_recall: 0.7947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9602, kappa: 0.912, kb_relative_information_score: 0.8004, mean_absolute_error: 0.1037, mean_prior_absolute_error: 0.453, weighted_recall: 0.9603, number_of_instances: 958, precision: 0.9602, predictive_accuracy: 0.9603, prior_entropy: 0.931, relative_absolute_error: 0.2289, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.3851, unweighted_recall: 0.9541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9701, f_measure: 0.9156, kappa: 0.8119, kb_relative_information_score: 0.5297, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.453, weighted_recall: 0.9165, number_of_instances: 958, precision: 0.9164, predictive_accuracy: 0.9165, prior_entropy: 0.931, relative_absolute_error: 0.5226, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6123, unweighted_recall: 0.8979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8398, f_measure: 0.7222, kappa: 0.3714, kb_relative_information_score: 0.2384, mean_absolute_error: 0.3502, mean_prior_absolute_error: 0.453, weighted_recall: 0.7401, number_of_instances: 958, precision: 0.7333, predictive_accuracy: 0.7401, prior_entropy: 0.931, relative_absolute_error: 0.7731, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3957, root_relative_squared_error: 0.8315, unweighted_recall: 0.6696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9432, kappa: 0.8738, kb_relative_information_score: 0.6798, mean_absolute_error: 0.1664, mean_prior_absolute_error: 0.453, weighted_recall: 0.9436, number_of_instances: 958, precision: 0.9437, predictive_accuracy: 0.9436, prior_entropy: 0.931, relative_absolute_error: 0.3674, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.4873, unweighted_recall: 0.9307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9885, kb_relative_information_score: 0.9091, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.453, weighted_recall: 0.9948, number_of_instances: 958, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 0.931, relative_absolute_error: 0.1153, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0988, root_relative_squared_error: 0.2075, unweighted_recall: 0.9932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.9793, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.453, weighted_recall: 0.9969, number_of_instances: 958, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.931, relative_absolute_error: 0.0255, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0507, root_relative_squared_error: 0.1064, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9714, f_measure: 0.9252, kappa: 0.8337, kb_relative_information_score: 0.5277, mean_absolute_error: 0.2346, mean_prior_absolute_error: 0.453, weighted_recall: 0.9259, number_of_instances: 958, precision: 0.9258, predictive_accuracy: 0.9259, prior_entropy: 0.931, relative_absolute_error: 0.518, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2935, root_relative_squared_error: 0.6167, unweighted_recall: 0.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.9627, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.453, weighted_recall: 0.9969, number_of_instances: 958, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.931, relative_absolute_error: 0.0468, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0666, root_relative_squared_error: 0.14, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9931, kb_relative_information_score: 0.9199, mean_absolute_error: 0.0461, mean_prior_absolute_error: 0.453, weighted_recall: 0.9969, number_of_instances: 958, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.931, relative_absolute_error: 0.1017, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.092, root_relative_squared_error: 0.1934, unweighted_recall: 0.9955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8617, f_measure: 0.7554, kappa: 0.4468, kb_relative_information_score: 0.2975, mean_absolute_error: 0.3278, mean_prior_absolute_error: 0.453, weighted_recall: 0.7704, number_of_instances: 958, precision: 0.769, predictive_accuracy: 0.7704, prior_entropy: 0.931, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8094, unweighted_recall: 0.7047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9381, kappa: 0.8626, kb_relative_information_score: 0.5978, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.453, weighted_recall: 0.9384, number_of_instances: 958, precision: 0.9382, predictive_accuracy: 0.9384, prior_entropy: 0.931, relative_absolute_error: 0.4552, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.5547, unweighted_recall: 0.9267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9948, kappa: 0.9884, kb_relative_information_score: 0.9118, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.453, weighted_recall: 0.9948, number_of_instances: 958, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 0.931, relative_absolute_error: 0.1112, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.2056, unweighted_recall: 0.9925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.9075, mean_absolute_error: 0.0508, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9917, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.1121, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1094, root_relative_squared_error: 0.2299, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7953, f_measure: 0.6956, kappa: 0.3113, kb_relative_information_score: 0.1652, mean_absolute_error: 0.3825, mean_prior_absolute_error: 0.453, weighted_recall: 0.7192, number_of_instances: 958, precision: 0.7092, predictive_accuracy: 0.7192, prior_entropy: 0.931, relative_absolute_error: 0.8444, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4236, root_relative_squared_error: 0.8901, unweighted_recall: 0.6401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9946, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0073, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0169, root_relative_squared_error: 0.0354, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 0.9953, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.453, weighted_recall: 1, number_of_instances: 958, precision: 1, predictive_accuracy: 1, prior_entropy: 0.931, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0143, root_relative_squared_error: 0.03, unweighted_recall: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9885, kappa: 0.9744, kb_relative_information_score: 0.8887, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.453, weighted_recall: 0.9885, number_of_instances: 958, precision: 0.9887, predictive_accuracy: 0.9885, prior_entropy: 0.931, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1162, root_relative_squared_error: 0.2443, unweighted_recall: 0.9834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9476, kappa: 0.8839, kb_relative_information_score: 0.6449, mean_absolute_error: 0.1827, mean_prior_absolute_error: 0.453, weighted_recall: 0.9478, number_of_instances: 958, precision: 0.9477, predictive_accuracy: 0.9478, prior_entropy: 0.931, relative_absolute_error: 0.4034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2442, root_relative_squared_error: 0.5131, unweighted_recall: 0.9388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 0.9369, mean_absolute_error: 0.0348, mean_prior_absolute_error: 0.453, weighted_recall: 0.9916, number_of_instances: 958, precision: 0.9917, predictive_accuracy: 0.9916, prior_entropy: 0.931, relative_absolute_error: 0.0768, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.092, root_relative_squared_error: 0.1934, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9853, kappa: 0.9675, kb_relative_information_score: 0.856, mean_absolute_error: 0.0781, mean_prior_absolute_error: 0.453, weighted_recall: 0.9854, number_of_instances: 958, precision: 0.9855, predictive_accuracy: 0.9854, prior_entropy: 0.931, relative_absolute_error: 0.1724, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.2939, unweighted_recall: 0.9803,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

Note: The leaderboard ignores resubmissions of previous solutions, as well as parameter variations that do not improve performance.

Challenge

In supervised classification, you are given an input dataset in which instances are labeled with a certain class. The goal is to build a model that predicts the class for future unlabeled instances. The model is evaluated using a train-test procedure, e.g. cross-validation.

To make results by different users comparable, you are given the exact train-test folds to be used, and you need to return at least the predictions generated by your model for each of the test instances. OpenML will use these predictions to calculate a range of evaluation measures on the server.

You can also upload your own evaluation measures, provided that the code for doing so is available from the implementation used. For extremely large datasets, it may be infeasible to upload all predictions. In those cases, you need to compute and provide the evaluations yourself.

Optionally, you can upload the model trained on all the input data. There is no restriction on the file format, but please use a well-known format or PMML.

Given inputs

Expected outputs

evaluations A list of user-defined evaluations of the task as key-value pairs. KeyValue (optional)
model A file containing the model built on all the input data. File (optional)
predictions The desired output format Predictions (optional)

How to submit runs

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

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