Task
Supervised Classification on jungle_chess_2pcs_raw_endgame_complete

Supervised Classification on jungle_chess_2pcs_raw_endgame_complete

Task 167119 Supervised Classification jungle_chess_2pcs_raw_endgame_complete 6903 runs submitted
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  • OpenML-CC18 study_218 study_99
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6903 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8092, kappa: 0.6692, kb_relative_information_score: 0.6095, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8119, number_of_instances: 44819, precision: 0.8075, predictive_accuracy: 0.8119, prior_entropy: 1.3491, relative_absolute_error: 0.4354, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.6633, unweighted_recall: 0.7204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.8056, kappa: 0.6643, kb_relative_information_score: 0.6045, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8103, number_of_instances: 44819, precision: 0.8033, predictive_accuracy: 0.8103, prior_entropy: 1.3491, relative_absolute_error: 0.4392, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6658, unweighted_recall: 0.7041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.7715, kappa: 0.6125, kb_relative_information_score: 0.4903, mean_absolute_error: 0.2163, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7854, number_of_instances: 44819, precision: 0.7697, predictive_accuracy: 0.7854, prior_entropy: 1.3491, relative_absolute_error: 0.5645, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7395, unweighted_recall: 0.6358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.7397, kappa: 0.5504, kb_relative_information_score: 0.4386, mean_absolute_error: 0.2404, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7504, number_of_instances: 44819, precision: 0.7376, predictive_accuracy: 0.7504, prior_entropy: 1.3491, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3431, root_relative_squared_error: 0.7838, unweighted_recall: 0.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7852, kappa: 0.4043, kb_relative_information_score: 0.2352, mean_absolute_error: 0.3092, mean_prior_absolute_error: 0.3832, weighted_recall: 0.6813, number_of_instances: 44819, predictive_accuracy: 0.6813, prior_entropy: 1.3491, relative_absolute_error: 0.807, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.8789, unweighted_recall: 0.4962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.8173, kappa: 0.6836, kb_relative_information_score: 0.6317, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8201, number_of_instances: 44819, precision: 0.8155, predictive_accuracy: 0.8201, prior_entropy: 1.3491, relative_absolute_error: 0.411, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.6447, unweighted_recall: 0.7267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8921, f_measure: 0.757, kappa: 0.59, kb_relative_information_score: 0.4698, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.3832, weighted_recall: 0.774, number_of_instances: 44819, precision: 0.7546, predictive_accuracy: 0.774, prior_entropy: 1.3491, relative_absolute_error: 0.5867, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.7545, unweighted_recall: 0.6142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.7954, kappa: 0.6446, kb_relative_information_score: 0.5703, mean_absolute_error: 0.1782, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7985, number_of_instances: 44819, precision: 0.7938, predictive_accuracy: 0.7985, prior_entropy: 1.3491, relative_absolute_error: 0.465, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3102, root_relative_squared_error: 0.7087, unweighted_recall: 0.7094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8406, f_measure: 0.7025, kappa: 0.4832, kb_relative_information_score: 0.3718, mean_absolute_error: 0.2686, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7136, number_of_instances: 44819, precision: 0.7002, predictive_accuracy: 0.7136, prior_entropy: 1.3491, relative_absolute_error: 0.7011, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3627, root_relative_squared_error: 0.8287, unweighted_recall: 0.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.8511, kappa: 0.7411, kb_relative_information_score: 0.7101, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.3832, weighted_recall: 0.852, number_of_instances: 44819, precision: 0.8504, predictive_accuracy: 0.852, prior_entropy: 1.3491, relative_absolute_error: 0.3262, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.254, root_relative_squared_error: 0.5803, unweighted_recall: 0.7903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.923, f_measure: 0.7951, kappa: 0.6472, kb_relative_information_score: 0.5582, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8027, number_of_instances: 44819, precision: 0.7945, predictive_accuracy: 0.8027, prior_entropy: 1.3491, relative_absolute_error: 0.4888, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.6963, unweighted_recall: 0.6845,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9705, f_measure: 0.8579, kappa: 0.7527, kb_relative_information_score: 0.7358, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8588, number_of_instances: 44819, precision: 0.8574, predictive_accuracy: 0.8588, prior_entropy: 1.3491, relative_absolute_error: 0.3009, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2457, root_relative_squared_error: 0.5614, unweighted_recall: 0.8056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.7394, kappa: 0.5514, kb_relative_information_score: 0.4376, mean_absolute_error: 0.2403, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7513, number_of_instances: 44819, precision: 0.7368, predictive_accuracy: 0.7513, prior_entropy: 1.3491, relative_absolute_error: 0.627, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3431, root_relative_squared_error: 0.7838, unweighted_recall: 0.6122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8854, f_measure: 0.7539, kappa: 0.5811, kb_relative_information_score: 0.4634, mean_absolute_error: 0.2281, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7679, number_of_instances: 44819, precision: 0.75, predictive_accuracy: 0.7679, prior_entropy: 1.3491, relative_absolute_error: 0.5953, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3346, root_relative_squared_error: 0.7644, unweighted_recall: 0.6171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7609, f_measure: 0.7336, kappa: 0.5378, kb_relative_information_score: 0.3282, mean_absolute_error: 0.2878, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7421, number_of_instances: 44819, precision: 0.7314, predictive_accuracy: 0.7421, prior_entropy: 1.3491, relative_absolute_error: 0.7512, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.8838, unweighted_recall: 0.6208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8692, f_measure: 0.733, kappa: 0.539, kb_relative_information_score: 0.4276, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7445, number_of_instances: 44819, precision: 0.7307, predictive_accuracy: 0.7445, prior_entropy: 1.3491, relative_absolute_error: 0.639, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3463, root_relative_squared_error: 0.7911, unweighted_recall: 0.6085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9522, f_measure: 0.8317, kappa: 0.7077, kb_relative_information_score: 0.6539, mean_absolute_error: 0.1491, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8329, number_of_instances: 44819, precision: 0.8308, predictive_accuracy: 0.8329, prior_entropy: 1.3491, relative_absolute_error: 0.389, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2743, root_relative_squared_error: 0.6268, unweighted_recall: 0.7563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9054, f_measure: 0.7794, kappa: 0.6241, kb_relative_information_score: 0.5062, mean_absolute_error: 0.2098, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7912, number_of_instances: 44819, precision: 0.778, predictive_accuracy: 0.7912, prior_entropy: 1.3491, relative_absolute_error: 0.5475, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3193, root_relative_squared_error: 0.7295, unweighted_recall: 0.6507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, f_measure: 0.7485, kappa: 0.5705, kb_relative_information_score: 0.4539, mean_absolute_error: 0.2325, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7621, number_of_instances: 44819, precision: 0.7448, predictive_accuracy: 0.7621, prior_entropy: 1.3491, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.7716, unweighted_recall: 0.6134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6264, f_measure: 0.4882, kappa: 0.1066, kb_relative_information_score: 0.0907, mean_absolute_error: 0.3644, mean_prior_absolute_error: 0.3832, weighted_recall: 0.5359, number_of_instances: 44819, precision: 0.4994, predictive_accuracy: 0.5359, prior_entropy: 1.3491, relative_absolute_error: 0.9511, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4298, root_relative_squared_error: 0.982, unweighted_recall: 0.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5603, kappa: 0.0032, kb_relative_information_score: 0.0297, mean_absolute_error: 0.3784, mean_prior_absolute_error: 0.3832, weighted_recall: 0.5031, number_of_instances: 44819, predictive_accuracy: 0.5031, prior_entropy: 1.3491, relative_absolute_error: 0.9876, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4364, root_relative_squared_error: 0.997, unweighted_recall: 0.3341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.877, f_measure: 0.7431, kappa: 0.5605, kb_relative_information_score: 0.4435, mean_absolute_error: 0.2369, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7568, number_of_instances: 44819, precision: 0.7396, predictive_accuracy: 0.7568, prior_entropy: 1.3491, relative_absolute_error: 0.6181, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3407, root_relative_squared_error: 0.7784, unweighted_recall: 0.6089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.7673, kappa: 0.6065, kb_relative_information_score: 0.4828, mean_absolute_error: 0.2194, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7825, number_of_instances: 44819, precision: 0.7653, predictive_accuracy: 0.7825, prior_entropy: 1.3491, relative_absolute_error: 0.5726, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7453, unweighted_recall: 0.6286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8898, f_measure: 0.7538, kappa: 0.5849, kb_relative_information_score: 0.4643, mean_absolute_error: 0.2271, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7715, number_of_instances: 44819, precision: 0.7519, predictive_accuracy: 0.7715, prior_entropy: 1.3491, relative_absolute_error: 0.5927, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.332, root_relative_squared_error: 0.7586, unweighted_recall: 0.6102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9663, f_measure: 0.8491, kappa: 0.7374, kb_relative_information_score: 0.7176, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8501, number_of_instances: 44819, precision: 0.8485, predictive_accuracy: 0.8501, prior_entropy: 1.3491, relative_absolute_error: 0.3188, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2554, root_relative_squared_error: 0.5835, unweighted_recall: 0.7922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9609, f_measure: 0.8427, kappa: 0.7265, kb_relative_information_score: 0.6886, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8434, number_of_instances: 44819, precision: 0.8421, predictive_accuracy: 0.8434, prior_entropy: 1.3491, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.5983, unweighted_recall: 0.7757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8663, f_measure: 0.7296, kappa: 0.5336, kb_relative_information_score: 0.4207, mean_absolute_error: 0.2475, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7417, number_of_instances: 44819, precision: 0.727, predictive_accuracy: 0.7417, prior_entropy: 1.3491, relative_absolute_error: 0.6458, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3481, root_relative_squared_error: 0.7952, unweighted_recall: 0.6028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8782, f_measure: 0.7446, kappa: 0.5633, kb_relative_information_score: 0.4461, mean_absolute_error: 0.2357, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7583, number_of_instances: 44819, precision: 0.7411, predictive_accuracy: 0.7583, prior_entropy: 1.3491, relative_absolute_error: 0.6152, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3399, root_relative_squared_error: 0.7765, unweighted_recall: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8474, f_measure: 0.7088, kappa: 0.4948, kb_relative_information_score: 0.3889, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7192, number_of_instances: 44819, precision: 0.7054, predictive_accuracy: 0.7192, prior_entropy: 1.3491, relative_absolute_error: 0.6821, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3589, root_relative_squared_error: 0.82, unweighted_recall: 0.5883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8063, kappa: 0.6635, kb_relative_information_score: 0.5642, mean_absolute_error: 0.1863, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8096, number_of_instances: 44819, precision: 0.8052, predictive_accuracy: 0.8096, prior_entropy: 1.3491, relative_absolute_error: 0.4862, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3174, root_relative_squared_error: 0.7252, unweighted_recall: 0.7232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9369, f_measure: 0.8041, kappa: 0.6619, kb_relative_information_score: 0.6002, mean_absolute_error: 0.17, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8092, number_of_instances: 44819, precision: 0.8019, predictive_accuracy: 0.8092, prior_entropy: 1.3491, relative_absolute_error: 0.4437, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.6689, unweighted_recall: 0.7012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9097, f_measure: 0.784, kappa: 0.6307, kb_relative_information_score: 0.5182, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7944, number_of_instances: 44819, precision: 0.7828, predictive_accuracy: 0.7944, prior_entropy: 1.3491, relative_absolute_error: 0.535, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.7215, unweighted_recall: 0.6604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9689, f_measure: 0.8565, kappa: 0.7505, kb_relative_information_score: 0.6879, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8559, predictive_accuracy: 0.8579, prior_entropy: 1.3491, recall: 0.8579, relative_absolute_error: 0.3646, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.248, root_relative_squared_error: 0.5665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5544, f_measure: 0.481, kappa: 0.1075, kb_relative_information_score: 0.1395, mean_absolute_error: 0.3392, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.4928, predictive_accuracy: 0.4913, prior_entropy: 1.3491, recall: 0.4913, relative_absolute_error: 0.8851, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5824, root_relative_squared_error: 1.3305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9769, f_measure: 0.8677, kappa: 0.7699, kb_relative_information_score: 0.743, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8672, predictive_accuracy: 0.8683, prior_entropy: 1.3491, recall: 0.8683, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2292, root_relative_squared_error: 0.5236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8511, f_measure: 0.8245, kappa: 0.696, kb_relative_information_score: 0.684, mean_absolute_error: 0.115, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8227, predictive_accuracy: 0.8276, prior_entropy: 1.3491, recall: 0.8276, relative_absolute_error: 0.3, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3391, root_relative_squared_error: 0.7746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9671, f_measure: 0.8591, kappa: 0.7552, kb_relative_information_score: 0.712, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8587, predictive_accuracy: 0.8599, prior_entropy: 1.3491, recall: 0.8599, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2483, root_relative_squared_error: 0.5673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9426, f_measure: 0.8338, kappa: 0.7109, kb_relative_information_score: 0.5764, mean_absolute_error: 0.1891, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.834, predictive_accuracy: 0.8365, prior_entropy: 1.3491, recall: 0.8365, relative_absolute_error: 0.4935, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2858, root_relative_squared_error: 0.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.7558, kappa: 0.5751, kb_relative_information_score: 0.547, mean_absolute_error: 0.1854, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7542, predictive_accuracy: 0.758, prior_entropy: 1.3491, recall: 0.758, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.353, root_relative_squared_error: 0.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7897, kappa: 0.6342, kb_relative_information_score: 0.6321, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.79, predictive_accuracy: 0.7895, prior_entropy: 1.3491, recall: 0.7895, relative_absolute_error: 0.3662, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9119, f_measure: 0.7808, kappa: 0.6183, kb_relative_information_score: 0.6147, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7795, predictive_accuracy: 0.7826, prior_entropy: 1.3491, recall: 0.7826, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.318, root_relative_squared_error: 0.7266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7018, f_measure: 0.6456, kappa: 0.4055, kb_relative_information_score: 0.4109, mean_absolute_error: 0.2131, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.6275, predictive_accuracy: 0.6804, prior_entropy: 1.3491, recall: 0.6804, relative_absolute_error: 0.5561, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4616, root_relative_squared_error: 1.0546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7897, kappa: 0.6342, kb_relative_information_score: 0.6321, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.79, predictive_accuracy: 0.7895, prior_entropy: 1.3491, recall: 0.7895, relative_absolute_error: 0.3662, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8229, f_measure: 0.7898, kappa: 0.6343, kb_relative_information_score: 0.6325, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7901, predictive_accuracy: 0.7896, prior_entropy: 1.3491, recall: 0.7896, relative_absolute_error: 0.3661, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.8557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.7635, kappa: 0.5882, kb_relative_information_score: 0.5735, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7623, predictive_accuracy: 0.7652, prior_entropy: 1.3491, recall: 0.7652, relative_absolute_error: 0.455, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.7946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, kappa: 0.3573, kb_relative_information_score: 0.2378, mean_absolute_error: 0.3138, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6595, prior_entropy: 1.3491, recall: 0.6595, relative_absolute_error: 0.8188, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3922, root_relative_squared_error: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.7897, kappa: 0.6342, kb_relative_information_score: 0.6321, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.79, predictive_accuracy: 0.7895, prior_entropy: 1.3491, recall: 0.7895, relative_absolute_error: 0.3662, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8708, f_measure: 0.7635, kappa: 0.5882, kb_relative_information_score: 0.5735, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7623, predictive_accuracy: 0.7652, prior_entropy: 1.3491, recall: 0.7652, relative_absolute_error: 0.455, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3478, root_relative_squared_error: 0.7946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8229, f_measure: 0.7898, kappa: 0.6343, kb_relative_information_score: 0.6325, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7901, predictive_accuracy: 0.7896, prior_entropy: 1.3491, recall: 0.7896, relative_absolute_error: 0.3661, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3746, root_relative_squared_error: 0.8557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7755, kappa: 0.3573, kb_relative_information_score: 0.2378, mean_absolute_error: 0.3138, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6595, prior_entropy: 1.3491, recall: 0.6595, relative_absolute_error: 0.8188, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3922, root_relative_squared_error: 0.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, kappa: 0.3176, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6159, prior_entropy: 1.3491, recall: 0.6159, relative_absolute_error: 0.8737, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, kappa: 0.3176, kb_relative_information_score: 0.1738, mean_absolute_error: 0.3348, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6159, prior_entropy: 1.3491, recall: 0.6159, relative_absolute_error: 0.8737, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4092, root_relative_squared_error: 0.9348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.8524, kappa: 0.7448, kb_relative_information_score: 0.7006, mean_absolute_error: 0.1276, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8528, predictive_accuracy: 0.8559, prior_entropy: 1.3491, recall: 0.8559, relative_absolute_error: 0.3329, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.261, root_relative_squared_error: 0.5962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.8564, kappa: 0.7513, kb_relative_information_score: 0.7235, mean_absolute_error: 0.1179, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8562, predictive_accuracy: 0.8591, prior_entropy: 1.3491, recall: 0.8591, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.5862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.8682, kappa: 0.7708, kb_relative_information_score: 0.7773, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.868, predictive_accuracy: 0.8684, prior_entropy: 1.3491, recall: 0.8684, relative_absolute_error: 0.2454, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2318, root_relative_squared_error: 0.5297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7051, kappa: 0.4153, kb_relative_information_score: 0.2166, mean_absolute_error: 0.3131, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6876, prior_entropy: 1.3491, recall: 0.6876, relative_absolute_error: 0.8172, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4062, root_relative_squared_error: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7809, f_measure: 0.732, kappa: 0.5651, kb_relative_information_score: 0.5426, mean_absolute_error: 0.1566, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7355, predictive_accuracy: 0.765, prior_entropy: 1.3491, recall: 0.765, relative_absolute_error: 0.4088, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3958, root_relative_squared_error: 0.9042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8797, f_measure: 0.8604, kappa: 0.7571, kb_relative_information_score: 0.7549, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.86, predictive_accuracy: 0.8614, prior_entropy: 1.3491, recall: 0.8614, relative_absolute_error: 0.2412, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.304, root_relative_squared_error: 0.6946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7173, kappa: 0.4392, kb_relative_information_score: 0.4401, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7001, prior_entropy: 1.3491, recall: 0.7001, relative_absolute_error: 0.5218, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4471, root_relative_squared_error: 1.0215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5057, kappa: 0.0128, kb_relative_information_score: 0.1587, mean_absolute_error: 0.3201, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.5198, prior_entropy: 1.3491, recall: 0.5198, relative_absolute_error: 0.8354, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5658, root_relative_squared_error: 1.2926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.718, kappa: 0.4406, kb_relative_information_score: 0.4412, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7008, prior_entropy: 1.3491, recall: 0.7008, relative_absolute_error: 0.5206, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4466, root_relative_squared_error: 1.0204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.8492, kappa: 0.7375, kb_relative_information_score: 0.7387, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.849, predictive_accuracy: 0.8494, prior_entropy: 1.3491, recall: 0.8494, relative_absolute_error: 0.2619, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3168, root_relative_squared_error: 0.7238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7185, kappa: 0.4417, kb_relative_information_score: 0.442, mean_absolute_error: 0.1991, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7014, prior_entropy: 1.3491, recall: 0.7014, relative_absolute_error: 0.5195, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4462, root_relative_squared_error: 1.0194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6991, kappa: 0.4044, kb_relative_information_score: 0.4133, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6825, prior_entropy: 1.3491, recall: 0.6825, relative_absolute_error: 0.5523, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4601, root_relative_squared_error: 1.0511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, kappa: 0.4052, kb_relative_information_score: 0.4125, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6818, prior_entropy: 1.3491, recall: 0.6818, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, kappa: 0.3522, kb_relative_information_score: 0.3816, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6631, prior_entropy: 1.3491, recall: 0.6631, relative_absolute_error: 0.5862, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4739, root_relative_squared_error: 1.0827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, f_measure: 0.7985, kappa: 0.6537, kb_relative_information_score: 0.6395, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7986, predictive_accuracy: 0.8069, prior_entropy: 1.3491, recall: 0.8069, relative_absolute_error: 0.336, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.8197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8069, f_measure: 0.77, kappa: 0.6145, kb_relative_information_score: 0.593, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7719, predictive_accuracy: 0.7881, prior_entropy: 1.3491, recall: 0.7881, relative_absolute_error: 0.3687, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3759, root_relative_squared_error: 0.8588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7692, kappa: 0.5415, kb_relative_information_score: 0.5213, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7535, prior_entropy: 1.3491, recall: 0.7535, relative_absolute_error: 0.4289, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4054, root_relative_squared_error: 0.9261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7782, kappa: 0.6255, kb_relative_information_score: 0.6055, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7803, predictive_accuracy: 0.7934, prior_entropy: 1.3491, recall: 0.7934, relative_absolute_error: 0.3594, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.8478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.8584, kappa: 0.7536, kb_relative_information_score: 0.7505, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8578, predictive_accuracy: 0.8595, prior_entropy: 1.3491, recall: 0.8595, relative_absolute_error: 0.2445, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8284, f_measure: 0.8, kappa: 0.6561, kb_relative_information_score: 0.6418, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7994, predictive_accuracy: 0.8078, prior_entropy: 1.3491, recall: 0.8078, relative_absolute_error: 0.3343, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3579, root_relative_squared_error: 0.8177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.8482, kappa: 0.7358, kb_relative_information_score: 0.7353, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8478, predictive_accuracy: 0.8488, prior_entropy: 1.3491, recall: 0.8488, relative_absolute_error: 0.2631, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.7254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7758, kappa: 0.5572, kb_relative_information_score: 0.5349, mean_absolute_error: 0.1582, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7626, prior_entropy: 1.3491, recall: 0.7626, relative_absolute_error: 0.413, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3978, root_relative_squared_error: 0.9088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, kappa: 0.4051, kb_relative_information_score: 0.4126, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6818, prior_entropy: 1.3491, recall: 0.6818, relative_absolute_error: 0.5536, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7636, kappa: 0.5307, kb_relative_information_score: 0.5127, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7479, prior_entropy: 1.3491, recall: 0.7479, relative_absolute_error: 0.4386, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.41, root_relative_squared_error: 0.9366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7057, kappa: 0.4139, kb_relative_information_score: 0.4177, mean_absolute_error: 0.2101, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6849, prior_entropy: 1.3491, recall: 0.6849, relative_absolute_error: 0.5482, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4583, root_relative_squared_error: 1.0471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, f_measure: 0.8389, kappa: 0.7199, kb_relative_information_score: 0.7127, mean_absolute_error: 0.1068, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8382, predictive_accuracy: 0.8398, prior_entropy: 1.3491, recall: 0.8398, relative_absolute_error: 0.2786, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.7465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7393, kappa: 0.4832, kb_relative_information_score: 0.4752, mean_absolute_error: 0.1845, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7233, prior_entropy: 1.3491, recall: 0.7233, relative_absolute_error: 0.4814, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.9813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7918, f_measure: 0.744, kappa: 0.587, kb_relative_information_score: 0.561, mean_absolute_error: 0.1489, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7527, predictive_accuracy: 0.7766, prior_entropy: 1.3491, recall: 0.7766, relative_absolute_error: 0.3887, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3859, root_relative_squared_error: 0.8817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, f_measure: 0.8011, kappa: 0.6566, kb_relative_information_score: 0.6439, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7991, predictive_accuracy: 0.8068, prior_entropy: 1.3491, recall: 0.8068, relative_absolute_error: 0.3361, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3588, root_relative_squared_error: 0.8198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7795, f_measure: 0.7256, kappa: 0.5625, kb_relative_information_score: 0.5383, mean_absolute_error: 0.1569, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7388, predictive_accuracy: 0.7647, prior_entropy: 1.3491, recall: 0.7647, relative_absolute_error: 0.4094, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3961, root_relative_squared_error: 0.9049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.83, kappa: 0.7045, kb_relative_information_score: 0.6969, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8291, predictive_accuracy: 0.8313, prior_entropy: 1.3491, recall: 0.8313, relative_absolute_error: 0.2936, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3354, root_relative_squared_error: 0.7663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8387, f_measure: 0.8105, kappa: 0.6716, kb_relative_information_score: 0.6611, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8086, predictive_accuracy: 0.8139, prior_entropy: 1.3491, recall: 0.8139, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3522, root_relative_squared_error: 0.8047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.8268, kappa: 0.6991, kb_relative_information_score: 0.6898, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8255, predictive_accuracy: 0.8285, prior_entropy: 1.3491, recall: 0.8285, relative_absolute_error: 0.2984, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.7725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7016, kappa: 0.4083, kb_relative_information_score: 0.4154, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6838, prior_entropy: 1.3491, recall: 0.6838, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4592, root_relative_squared_error: 1.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7002, kappa: 0.4052, kb_relative_information_score: 0.4127, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6819, prior_entropy: 1.3491, recall: 0.6819, relative_absolute_error: 0.5535, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4605, root_relative_squared_error: 1.0521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7472, kappa: 0.4989, kb_relative_information_score: 0.4878, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7316, prior_entropy: 1.3491, recall: 0.7316, relative_absolute_error: 0.467, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.423, root_relative_squared_error: 0.9665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7001, kappa: 0.405, kb_relative_information_score: 0.4125, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.6817, prior_entropy: 1.3491, recall: 0.6817, relative_absolute_error: 0.5537, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.778, kappa: 0.5586, kb_relative_information_score: 0.5348, mean_absolute_error: 0.1584, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7624, prior_entropy: 1.3491, recall: 0.7624, relative_absolute_error: 0.4134, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.398, root_relative_squared_error: 0.9093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8135, f_measure: 0.7802, kappa: 0.6281, kb_relative_information_score: 0.6087, mean_absolute_error: 0.1368, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7824, predictive_accuracy: 0.7948, prior_entropy: 1.3491, recall: 0.7948, relative_absolute_error: 0.3571, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3699, root_relative_squared_error: 0.8451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8803, f_measure: 0.8604, kappa: 0.7572, kb_relative_information_score: 0.7541, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8599, predictive_accuracy: 0.8613, prior_entropy: 1.3491, recall: 0.8613, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.8186, kappa: 0.6843, kb_relative_information_score: 0.6854, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8184, predictive_accuracy: 0.819, prior_entropy: 1.3491, recall: 0.819, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3474, root_relative_squared_error: 0.7937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8199, f_measure: 0.7903, kappa: 0.6414, kb_relative_information_score: 0.6256, mean_absolute_error: 0.1326, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7921, predictive_accuracy: 0.8011, prior_entropy: 1.3491, recall: 0.8011, relative_absolute_error: 0.346, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3641, root_relative_squared_error: 0.8319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8206, f_measure: 0.7905, kappa: 0.6429, kb_relative_information_score: 0.6257, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7928, predictive_accuracy: 0.8023, prior_entropy: 1.3491, recall: 0.8023, relative_absolute_error: 0.3439, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.363, root_relative_squared_error: 0.8294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.7686, kappa: 0.6136, kb_relative_information_score: 0.5913, mean_absolute_error: 0.1413, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7714, predictive_accuracy: 0.7881, prior_entropy: 1.3491, recall: 0.7881, relative_absolute_error: 0.3687, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3759, root_relative_squared_error: 0.8587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8578, f_measure: 0.8344, kappa: 0.7132, kb_relative_information_score: 0.7012, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.8333, predictive_accuracy: 0.838, prior_entropy: 1.3491, recall: 0.838, relative_absolute_error: 0.2818, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3286, root_relative_squared_error: 0.7508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.7931, kappa: 0.6398, kb_relative_information_score: 0.6407, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.7927, predictive_accuracy: 0.7935, prior_entropy: 1.3491, recall: 0.7935, relative_absolute_error: 0.3593, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3711, root_relative_squared_error: 0.8478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7278, kappa: 0.4605, kb_relative_information_score: 0.4572, mean_absolute_error: 0.1924, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, predictive_accuracy: 0.7114, prior_entropy: 1.3491, recall: 0.7114, relative_absolute_error: 0.502, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4386, root_relative_squared_error: 1.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5877, f_measure: 0.5207, kappa: 0.1682, kb_relative_information_score: 0.1877, mean_absolute_error: 0.3202, mean_prior_absolute_error: 0.3832, number_of_instances: 44819, precision: 0.5223, predictive_accuracy: 0.5197, prior_entropy: 1.3491, recall: 0.5197, relative_absolute_error: 0.8356, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5659, root_relative_squared_error: 1.2928,

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