OpenML
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: 0.9487, f_measure: 0.7941, kappa: 0.642, kb_relative_information_score: 0.6431, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7953, number_of_instances: 44819, precision: 0.7932, predictive_accuracy: 0.7953, prior_entropy: 1.3491, relative_absolute_error: 0.4026, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2812, root_relative_squared_error: 0.6425, unweighted_recall: 0.7229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9631, f_measure: 0.8199, kappa: 0.687, kb_relative_information_score: 0.6781, mean_absolute_error: 0.1433, mean_prior_absolute_error: 0.3832, weighted_recall: 0.822, number_of_instances: 44819, precision: 0.819, predictive_accuracy: 0.822, prior_entropy: 1.3491, relative_absolute_error: 0.374, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.5839, unweighted_recall: 0.7471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8177, kappa: 0.6833, kb_relative_information_score: 0.5408, mean_absolute_error: 0.2061, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8239, number_of_instances: 44819, precision: 0.825, predictive_accuracy: 0.8239, prior_entropy: 1.3491, relative_absolute_error: 0.5378, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.6639, unweighted_recall: 0.7216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8774, f_measure: 0.7402, kappa: 0.548, kb_relative_information_score: 0.5465, mean_absolute_error: 0.1847, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7404, number_of_instances: 44819, precision: 0.74, predictive_accuracy: 0.7404, prior_entropy: 1.3491, relative_absolute_error: 0.482, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.359, root_relative_squared_error: 0.8201, unweighted_recall: 0.6704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.8137, kappa: 0.6762, kb_relative_information_score: 0.534, mean_absolute_error: 0.2095, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8197, number_of_instances: 44819, precision: 0.82, predictive_accuracy: 0.8197, prior_entropy: 1.3491, relative_absolute_error: 0.5467, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6656, unweighted_recall: 0.7187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.7957, kappa: 0.6442, kb_relative_information_score: 0.5984, mean_absolute_error: 0.1792, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7987, number_of_instances: 44819, precision: 0.7952, predictive_accuracy: 0.7987, prior_entropy: 1.3491, relative_absolute_error: 0.4678, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2807, root_relative_squared_error: 0.6413, unweighted_recall: 0.7189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.817, kappa: 0.682, kb_relative_information_score: 0.5478, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8224, number_of_instances: 44819, precision: 0.8216, predictive_accuracy: 0.8224, prior_entropy: 1.3491, relative_absolute_error: 0.5313, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.6572, unweighted_recall: 0.7255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9481, f_measure: 0.8116, kappa: 0.6721, kb_relative_information_score: 0.5527, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8168, number_of_instances: 44819, precision: 0.8156, predictive_accuracy: 0.8168, prior_entropy: 1.3491, relative_absolute_error: 0.5252, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.6562, unweighted_recall: 0.7226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.7982, kappa: 0.6485, kb_relative_information_score: 0.5905, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8016, number_of_instances: 44819, precision: 0.7981, predictive_accuracy: 0.8016, prior_entropy: 1.3491, relative_absolute_error: 0.4787, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.6434, unweighted_recall: 0.719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9575, f_measure: 0.8083, kappa: 0.6666, kb_relative_information_score: 0.6469, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8105, number_of_instances: 44819, precision: 0.8074, predictive_accuracy: 0.8105, prior_entropy: 1.3491, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.6073, unweighted_recall: 0.7347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8769, f_measure: 0.7386, kappa: 0.5452, kb_relative_information_score: 0.5451, mean_absolute_error: 0.1852, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7389, number_of_instances: 44819, precision: 0.7383, predictive_accuracy: 0.7389, prior_entropy: 1.3491, relative_absolute_error: 0.4834, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3598, root_relative_squared_error: 0.8219, unweighted_recall: 0.6685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.7789, kappa: 0.6153, kb_relative_information_score: 0.5996, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7806, number_of_instances: 44819, precision: 0.7779, predictive_accuracy: 0.7806, prior_entropy: 1.3491, relative_absolute_error: 0.4482, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2996, root_relative_squared_error: 0.6846, unweighted_recall: 0.7058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9432, f_measure: 0.7886, kappa: 0.6318, kb_relative_information_score: 0.6003, mean_absolute_error: 0.177, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7911, number_of_instances: 44819, precision: 0.7876, predictive_accuracy: 0.7911, prior_entropy: 1.3491, relative_absolute_error: 0.4618, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.284, root_relative_squared_error: 0.6489, unweighted_recall: 0.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.8017, kappa: 0.6552, kb_relative_information_score: 0.6865, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8023, number_of_instances: 44819, precision: 0.8012, predictive_accuracy: 0.8023, prior_entropy: 1.3491, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2754, root_relative_squared_error: 0.6291, unweighted_recall: 0.7321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.8079, kappa: 0.6655, kb_relative_information_score: 0.5923, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8114, number_of_instances: 44819, precision: 0.8083, predictive_accuracy: 0.8114, prior_entropy: 1.3491, relative_absolute_error: 0.4791, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.278, root_relative_squared_error: 0.6351, unweighted_recall: 0.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.7536, kappa: 0.5711, kb_relative_information_score: 0.5711, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7544, number_of_instances: 44819, precision: 0.7529, predictive_accuracy: 0.7544, prior_entropy: 1.3491, relative_absolute_error: 0.4629, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.7624, unweighted_recall: 0.6827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.787, kappa: 0.6356, kb_relative_information_score: 0.4612, mean_absolute_error: 0.2389, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8004, number_of_instances: 44819, precision: 0.8109, predictive_accuracy: 0.8004, prior_entropy: 1.3491, relative_absolute_error: 0.6234, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3123, root_relative_squared_error: 0.7136, unweighted_recall: 0.6621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.8115, kappa: 0.6722, kb_relative_information_score: 0.6463, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8139, number_of_instances: 44819, precision: 0.8107, predictive_accuracy: 0.8139, prior_entropy: 1.3491, relative_absolute_error: 0.4123, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2656, root_relative_squared_error: 0.6067, unweighted_recall: 0.7374,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.773, kappa: 0.6049, kb_relative_information_score: 0.6027, mean_absolute_error: 0.1696, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7748, number_of_instances: 44819, precision: 0.7719, predictive_accuracy: 0.7748, prior_entropy: 1.3491, relative_absolute_error: 0.4426, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3006, root_relative_squared_error: 0.6867, unweighted_recall: 0.6993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.8235, kappa: 0.6939, kb_relative_information_score: 0.6577, mean_absolute_error: 0.1513, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8272, number_of_instances: 44819, precision: 0.8243, predictive_accuracy: 0.8272, prior_entropy: 1.3491, relative_absolute_error: 0.3948, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2627, root_relative_squared_error: 0.6001, unweighted_recall: 0.7416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9108, f_measure: 0.7536, kappa: 0.5711, kb_relative_information_score: 0.5711, mean_absolute_error: 0.1774, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7544, number_of_instances: 44819, precision: 0.7529, predictive_accuracy: 0.7544, prior_entropy: 1.3491, relative_absolute_error: 0.4629, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.7624, unweighted_recall: 0.6827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.7885, kappa: 0.6321, kb_relative_information_score: 0.6377, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7897, number_of_instances: 44819, precision: 0.7875, predictive_accuracy: 0.7897, prior_entropy: 1.3491, relative_absolute_error: 0.4066, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.6491, unweighted_recall: 0.7147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9505, f_measure: 0.8043, kappa: 0.6593, kb_relative_information_score: 0.5999, mean_absolute_error: 0.1795, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8075, number_of_instances: 44819, precision: 0.8042, predictive_accuracy: 0.8075, prior_entropy: 1.3491, relative_absolute_error: 0.4685, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2773, root_relative_squared_error: 0.6336, unweighted_recall: 0.7271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 0, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.3832, weighted_recall: 0.5146, number_of_instances: 44819, predictive_accuracy: 0.5146, prior_entropy: 1.3491, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4377, root_relative_squared_error: 1, unweighted_recall: 0.3333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.8192, kappa: 0.6857, kb_relative_information_score: 0.6301, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8223, number_of_instances: 44819, precision: 0.8194, predictive_accuracy: 0.8223, prior_entropy: 1.3491, relative_absolute_error: 0.4354, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.6104, unweighted_recall: 0.7416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8881, f_measure: 0.7776, kappa: 0.6132, kb_relative_information_score: 0.6098, mean_absolute_error: 0.1576, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7775, number_of_instances: 44819, precision: 0.7778, predictive_accuracy: 0.7775, prior_entropy: 1.3491, relative_absolute_error: 0.4113, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.7943, unweighted_recall: 0.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.7752, kappa: 0.6086, kb_relative_information_score: 0.5976, mean_absolute_error: 0.1735, mean_prior_absolute_error: 0.3832, weighted_recall: 0.777, number_of_instances: 44819, precision: 0.774, predictive_accuracy: 0.777, prior_entropy: 1.3491, relative_absolute_error: 0.4529, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2967, root_relative_squared_error: 0.6779, unweighted_recall: 0.7008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.7545, kappa: 0.5728, kb_relative_information_score: 0.5717, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7554, number_of_instances: 44819, precision: 0.7538, predictive_accuracy: 0.7554, prior_entropy: 1.3491, relative_absolute_error: 0.4617, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.7613, unweighted_recall: 0.6834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.7828, kappa: 0.6219, kb_relative_information_score: 0.6007, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7851, number_of_instances: 44819, precision: 0.7817, predictive_accuracy: 0.7851, prior_entropy: 1.3491, relative_absolute_error: 0.4578, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.6571, unweighted_recall: 0.7075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9507, f_measure: 0.817, kappa: 0.6815, kb_relative_information_score: 0.5588, mean_absolute_error: 0.1995, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8217, number_of_instances: 44819, precision: 0.8204, predictive_accuracy: 0.8217, prior_entropy: 1.3491, relative_absolute_error: 0.5205, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.6507, unweighted_recall: 0.7305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.7855, kappa: 0.627, kb_relative_information_score: 0.6249, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7864, number_of_instances: 44819, precision: 0.7848, predictive_accuracy: 0.7864, prior_entropy: 1.3491, relative_absolute_error: 0.4146, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2966, root_relative_squared_error: 0.6775, unweighted_recall: 0.7136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9449, f_measure: 0.7878, kappa: 0.6309, kb_relative_information_score: 0.6399, mean_absolute_error: 0.1539, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7889, number_of_instances: 44819, precision: 0.7869, predictive_accuracy: 0.7889, prior_entropy: 1.3491, relative_absolute_error: 0.4015, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.6569, unweighted_recall: 0.7157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9594, f_measure: 0.8085, kappa: 0.6671, kb_relative_information_score: 0.6805, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8096, number_of_instances: 44819, precision: 0.8077, predictive_accuracy: 0.8096, prior_entropy: 1.3491, relative_absolute_error: 0.3611, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2647, root_relative_squared_error: 0.6047, unweighted_recall: 0.7384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.7732, kappa: 0.6051, kb_relative_information_score: 0.6029, mean_absolute_error: 0.1697, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7749, number_of_instances: 44819, precision: 0.772, predictive_accuracy: 0.7749, prior_entropy: 1.3491, relative_absolute_error: 0.4428, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2999, root_relative_squared_error: 0.6852, unweighted_recall: 0.6997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9099, f_measure: 0.7766, kappa: 0.6109, kb_relative_information_score: 0.6103, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7782, number_of_instances: 44819, precision: 0.7754, predictive_accuracy: 0.7782, prior_entropy: 1.3491, relative_absolute_error: 0.4202, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3209, root_relative_squared_error: 0.7331, unweighted_recall: 0.7018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.8239, kappa: 0.6942, kb_relative_information_score: 0.7008, mean_absolute_error: 0.1318, mean_prior_absolute_error: 0.3832, weighted_recall: 0.826, number_of_instances: 44819, precision: 0.8231, predictive_accuracy: 0.826, prior_entropy: 1.3491, relative_absolute_error: 0.344, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.5707, unweighted_recall: 0.7515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.81, kappa: 0.6691, kb_relative_information_score: 0.5698, mean_absolute_error: 0.1942, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8143, number_of_instances: 44819, precision: 0.8118, predictive_accuracy: 0.8143, prior_entropy: 1.3491, relative_absolute_error: 0.5067, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.6476, unweighted_recall: 0.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8737, kappa: 0.7804, kb_relative_information_score: 0.7612, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8741, number_of_instances: 44819, precision: 0.8734, predictive_accuracy: 0.8741, prior_entropy: 1.3491, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.509, unweighted_recall: 0.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.8604, kappa: 0.7574, kb_relative_information_score: 0.704, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8613, number_of_instances: 44819, precision: 0.8599, predictive_accuracy: 0.8613, prior_entropy: 1.3491, relative_absolute_error: 0.3477, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.5513, unweighted_recall: 0.8054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8668, kappa: 0.7684, kb_relative_information_score: 0.7392, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8673, number_of_instances: 44819, precision: 0.8665, predictive_accuracy: 0.8673, prior_entropy: 1.3491, relative_absolute_error: 0.3046, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.5264, unweighted_recall: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.8569, kappa: 0.7512, kb_relative_information_score: 0.7701, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8574, number_of_instances: 44819, precision: 0.8566, predictive_accuracy: 0.8574, prior_entropy: 1.3491, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.5526, unweighted_recall: 0.8027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7012, kappa: 0.4072, kb_relative_information_score: 0.4143, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.3832, weighted_recall: 0.683, number_of_instances: 44819, predictive_accuracy: 0.683, prior_entropy: 1.3491, relative_absolute_error: 0.5516, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4597, root_relative_squared_error: 1.0503, unweighted_recall: 0.4973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.8569, kappa: 0.7512, kb_relative_information_score: 0.7701, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8574, number_of_instances: 44819, precision: 0.8566, predictive_accuracy: 0.8574, prior_entropy: 1.3491, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.5526, unweighted_recall: 0.8027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8668, kappa: 0.7684, kb_relative_information_score: 0.7392, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8673, number_of_instances: 44819, precision: 0.8665, predictive_accuracy: 0.8673, prior_entropy: 1.3491, relative_absolute_error: 0.3046, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.5264, unweighted_recall: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9731, f_measure: 0.8611, kappa: 0.7586, kb_relative_information_score: 0.7195, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8619, number_of_instances: 44819, precision: 0.8607, predictive_accuracy: 0.8619, prior_entropy: 1.3491, relative_absolute_error: 0.3274, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.5442, unweighted_recall: 0.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8737, kappa: 0.7804, kb_relative_information_score: 0.7612, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8741, number_of_instances: 44819, precision: 0.8734, predictive_accuracy: 0.8741, prior_entropy: 1.3491, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.509, unweighted_recall: 0.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8239, f_measure: 0.795, kappa: 0.643, kb_relative_information_score: 0.6461, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7956, number_of_instances: 44819, precision: 0.7945, predictive_accuracy: 0.7956, prior_entropy: 1.3491, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3691, root_relative_squared_error: 0.8433, unweighted_recall: 0.7348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7406, kappa: 0.4858, kb_relative_information_score: 0.4773, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7247, number_of_instances: 44819, predictive_accuracy: 0.7247, prior_entropy: 1.3491, relative_absolute_error: 0.479, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4284, root_relative_squared_error: 0.9788, unweighted_recall: 0.5289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9693, f_measure: 0.8569, kappa: 0.7512, kb_relative_information_score: 0.7701, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8574, number_of_instances: 44819, precision: 0.8566, predictive_accuracy: 0.8574, prior_entropy: 1.3491, relative_absolute_error: 0.251, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.5526, unweighted_recall: 0.8027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.8668, kappa: 0.7684, kb_relative_information_score: 0.7392, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8673, number_of_instances: 44819, precision: 0.8665, predictive_accuracy: 0.8673, prior_entropy: 1.3491, relative_absolute_error: 0.3046, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.5264, unweighted_recall: 0.8164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.8627, kappa: 0.7612, kb_relative_information_score: 0.7193, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8635, number_of_instances: 44819, precision: 0.8622, predictive_accuracy: 0.8635, prior_entropy: 1.3491, relative_absolute_error: 0.3289, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2371, root_relative_squared_error: 0.5418, unweighted_recall: 0.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8236, f_measure: 0.7954, kappa: 0.6486, kb_relative_information_score: 0.6346, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8045, number_of_instances: 44819, precision: 0.7964, predictive_accuracy: 0.8045, prior_entropy: 1.3491, relative_absolute_error: 0.3402, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3611, root_relative_squared_error: 0.8249, unweighted_recall: 0.6801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6997, kappa: 0.4047, kb_relative_information_score: 0.4127, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3832, weighted_recall: 0.682, number_of_instances: 44819, predictive_accuracy: 0.682, prior_entropy: 1.3491, relative_absolute_error: 0.5532, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4604, root_relative_squared_error: 1.0519, unweighted_recall: 0.496,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8093, f_measure: 0.7737, kappa: 0.6195, kb_relative_information_score: 0.5985, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7906, number_of_instances: 44819, precision: 0.7758, predictive_accuracy: 0.7906, prior_entropy: 1.3491, relative_absolute_error: 0.3643, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.8536, unweighted_recall: 0.6326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8737, kappa: 0.7804, kb_relative_information_score: 0.7612, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8741, number_of_instances: 44819, precision: 0.8734, predictive_accuracy: 0.8741, prior_entropy: 1.3491, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.509, unweighted_recall: 0.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8737, kappa: 0.7804, kb_relative_information_score: 0.7612, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8741, number_of_instances: 44819, precision: 0.8734, predictive_accuracy: 0.8741, prior_entropy: 1.3491, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.509, unweighted_recall: 0.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, f_measure: 0.8589, kappa: 0.7544, kb_relative_information_score: 0.752, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8598, number_of_instances: 44819, precision: 0.8584, predictive_accuracy: 0.8598, prior_entropy: 1.3491, relative_absolute_error: 0.2439, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3057, root_relative_squared_error: 0.6984, unweighted_recall: 0.8051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, kappa: 0.44, kb_relative_information_score: 0.4407, mean_absolute_error: 0.1997, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7005, number_of_instances: 44819, predictive_accuracy: 0.7005, prior_entropy: 1.3491, relative_absolute_error: 0.5211, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4469, root_relative_squared_error: 1.0209, unweighted_recall: 0.5102,
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, weighted_recall: 0.6817, number_of_instances: 44819, predictive_accuracy: 0.6817, prior_entropy: 1.3491, relative_absolute_error: 0.5537, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4606, root_relative_squared_error: 1.0523, unweighted_recall: 0.4965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.8544, kappa: 0.7465, kb_relative_information_score: 0.7455, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8551, number_of_instances: 44819, precision: 0.8539, predictive_accuracy: 0.8551, prior_entropy: 1.3491, relative_absolute_error: 0.2522, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3108, root_relative_squared_error: 0.7102, unweighted_recall: 0.8033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.806, f_measure: 0.7684, kappa: 0.613, kb_relative_information_score: 0.5909, mean_absolute_error: 0.1416, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7876, number_of_instances: 44819, precision: 0.771, predictive_accuracy: 0.7876, prior_entropy: 1.3491, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3763, root_relative_squared_error: 0.8597, unweighted_recall: 0.6226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4236, f_measure: 0.3404, kappa: -0.1506, kb_relative_information_score: -0.0903, mean_absolute_error: 0.4353, mean_prior_absolute_error: 0.3832, weighted_recall: 0.3471, number_of_instances: 44819, precision: 0.3366, predictive_accuracy: 0.3471, prior_entropy: 1.3491, relative_absolute_error: 1.1359, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.6598, root_relative_squared_error: 1.5073, unweighted_recall: 0.2506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.8064, kappa: 0.6649, kb_relative_information_score: 0.6537, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8106, number_of_instances: 44819, precision: 0.8044, predictive_accuracy: 0.8106, prior_entropy: 1.3491, relative_absolute_error: 0.3295, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3553, root_relative_squared_error: 0.8118, unweighted_recall: 0.7092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.3102, f_measure: 0.2054, kappa: -0.3547, kb_relative_information_score: -0.3079, mean_absolute_error: 0.5306, mean_prior_absolute_error: 0.3832, weighted_recall: 0.204, number_of_instances: 44819, precision: 0.2076, predictive_accuracy: 0.204, prior_entropy: 1.3491, relative_absolute_error: 1.3848, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.7284, root_relative_squared_error: 1.6642, unweighted_recall: 0.1407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1505, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.3832, weighted_recall: 0.5146, number_of_instances: 44819, predictive_accuracy: 0.5146, prior_entropy: 1.3491, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5689, root_relative_squared_error: 1.2997, unweighted_recall: 0.3333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8786, f_measure: 0.8591, kappa: 0.7549, kb_relative_information_score: 0.7523, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8602, number_of_instances: 44819, precision: 0.8586, predictive_accuracy: 0.8602, prior_entropy: 1.3491, relative_absolute_error: 0.2433, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3053, root_relative_squared_error: 0.6975, unweighted_recall: 0.8048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.8416, kappa: 0.7243, kb_relative_information_score: 0.7228, mean_absolute_error: 0.1051, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8424, number_of_instances: 44819, precision: 0.841, predictive_accuracy: 0.8424, prior_entropy: 1.3491, relative_absolute_error: 0.2743, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7406, unweighted_recall: 0.7851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.8737, kappa: 0.7804, kb_relative_information_score: 0.7612, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8741, number_of_instances: 44819, precision: 0.8734, predictive_accuracy: 0.8741, prior_entropy: 1.3491, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.2228, root_relative_squared_error: 0.509, unweighted_recall: 0.8242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7001, kappa: 0.4051, kb_relative_information_score: 0.4128, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3832, weighted_recall: 0.682, number_of_instances: 44819, predictive_accuracy: 0.682, prior_entropy: 1.3491, relative_absolute_error: 0.5532, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4604, root_relative_squared_error: 1.0519, unweighted_recall: 0.4964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8368, f_measure: 0.8083, kappa: 0.669, kb_relative_information_score: 0.6555, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8134, number_of_instances: 44819, precision: 0.8061, predictive_accuracy: 0.8134, prior_entropy: 1.3491, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.8058, unweighted_recall: 0.7052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8505, f_measure: 0.8236, kappa: 0.6936, kb_relative_information_score: 0.6852, mean_absolute_error: 0.1165, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8253, number_of_instances: 44819, precision: 0.8224, predictive_accuracy: 0.8253, prior_entropy: 1.3491, relative_absolute_error: 0.304, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3413, root_relative_squared_error: 0.7797, unweighted_recall: 0.7432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7885, f_measure: 0.7401, kappa: 0.5804, kb_relative_information_score: 0.5554, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7732, number_of_instances: 44819, precision: 0.7491, predictive_accuracy: 0.7732, prior_entropy: 1.3491, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3889, root_relative_squared_error: 0.8884, unweighted_recall: 0.5782,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7094, kappa: 0.4237, kb_relative_information_score: 0.4276, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.3832, weighted_recall: 0.6918, number_of_instances: 44819, predictive_accuracy: 0.6918, prior_entropy: 1.3491, relative_absolute_error: 0.5362, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4533, root_relative_squared_error: 1.0355, unweighted_recall: 0.5038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.767, kappa: 0.6113, kb_relative_information_score: 0.5888, mean_absolute_error: 0.1421, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7869, number_of_instances: 44819, precision: 0.7695, predictive_accuracy: 0.7869, prior_entropy: 1.3491, relative_absolute_error: 0.3708, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.377, root_relative_squared_error: 0.8612, unweighted_recall: 0.6198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8234, f_measure: 0.7952, kappa: 0.6487, kb_relative_information_score: 0.6341, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8048, number_of_instances: 44819, precision: 0.7968, predictive_accuracy: 0.8048, prior_entropy: 1.3491, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.8242, unweighted_recall: 0.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8503, f_measure: 0.8256, kappa: 0.6967, kb_relative_information_score: 0.6924, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8274, number_of_instances: 44819, precision: 0.8246, predictive_accuracy: 0.8274, prior_entropy: 1.3491, relative_absolute_error: 0.3003, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.775, unweighted_recall: 0.7548,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.586, f_measure: 0.5277, kappa: 0.174, kb_relative_information_score: 0.2105, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.3832, weighted_recall: 0.53, number_of_instances: 44819, precision: 0.5257, predictive_accuracy: 0.53, prior_entropy: 1.3491, relative_absolute_error: 0.8177, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5598, root_relative_squared_error: 1.2789, unweighted_recall: 0.4505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.8512, kappa: 0.7412, kb_relative_information_score: 0.7361, mean_absolute_error: 0.0984, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8525, number_of_instances: 44819, precision: 0.8504, predictive_accuracy: 0.8525, prior_entropy: 1.3491, relative_absolute_error: 0.2567, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3136, root_relative_squared_error: 0.7165, unweighted_recall: 0.7878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7777, kappa: 0.5579, kb_relative_information_score: 0.5343, mean_absolute_error: 0.1587, mean_prior_absolute_error: 0.3832, weighted_recall: 0.762, number_of_instances: 44819, predictive_accuracy: 0.762, prior_entropy: 1.3491, relative_absolute_error: 0.414, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.91, unweighted_recall: 0.5592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7946, f_measure: 0.7503, kappa: 0.5914, kb_relative_information_score: 0.5668, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7779, number_of_instances: 44819, precision: 0.754, predictive_accuracy: 0.7779, prior_entropy: 1.3491, relative_absolute_error: 0.3864, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3848, root_relative_squared_error: 0.8791, unweighted_recall: 0.5923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1505, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.3832, weighted_recall: 0.5146, number_of_instances: 44819, predictive_accuracy: 0.5146, prior_entropy: 1.3491, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5689, root_relative_squared_error: 1.2997, unweighted_recall: 0.3333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8452, f_measure: 0.8184, kappa: 0.684, kb_relative_information_score: 0.6845, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8188, number_of_instances: 44819, precision: 0.8181, predictive_accuracy: 0.8188, prior_entropy: 1.3491, relative_absolute_error: 0.3153, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3476, root_relative_squared_error: 0.7941, unweighted_recall: 0.7607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8598, f_measure: 0.8336, kappa: 0.7107, kb_relative_information_score: 0.7028, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8345, number_of_instances: 44819, precision: 0.833, predictive_accuracy: 0.8345, prior_entropy: 1.3491, relative_absolute_error: 0.288, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.7589, unweighted_recall: 0.7592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7266, kappa: 0.4578, kb_relative_information_score: 0.455, mean_absolute_error: 0.1934, mean_prior_absolute_error: 0.3832, weighted_recall: 0.71, number_of_instances: 44819, predictive_accuracy: 0.71, prior_entropy: 1.3491, relative_absolute_error: 0.5046, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4397, root_relative_squared_error: 1.0046, unweighted_recall: 0.5174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7794, f_measure: 0.7273, kappa: 0.5626, kb_relative_information_score: 0.5392, mean_absolute_error: 0.157, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7645, number_of_instances: 44819, precision: 0.736, predictive_accuracy: 0.7645, prior_entropy: 1.3491, relative_absolute_error: 0.4097, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.9052, unweighted_recall: 0.5637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 0.1505, mean_absolute_error: 0.3236, mean_prior_absolute_error: 0.3832, weighted_recall: 0.5146, number_of_instances: 44819, predictive_accuracy: 0.5146, prior_entropy: 1.3491, relative_absolute_error: 0.8446, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5689, root_relative_squared_error: 1.2997, unweighted_recall: 0.3333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6908, kappa: 0.3855, kb_relative_information_score: 0.3964, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3832, weighted_recall: 0.6711, number_of_instances: 44819, predictive_accuracy: 0.6711, prior_entropy: 1.3491, relative_absolute_error: 0.5722, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4682, root_relative_squared_error: 1.0698, unweighted_recall: 0.4885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6315, f_measure: 0.5749, kappa: 0.2576, kb_relative_information_score: 0.2788, mean_absolute_error: 0.2763, mean_prior_absolute_error: 0.3832, weighted_recall: 0.5855, number_of_instances: 44819, precision: 0.567, predictive_accuracy: 0.5855, prior_entropy: 1.3491, relative_absolute_error: 0.7211, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.5257, root_relative_squared_error: 1.2009, unweighted_recall: 0.4535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.704, kappa: 0.4133, kb_relative_information_score: 0.4196, mean_absolute_error: 0.209, mean_prior_absolute_error: 0.3832, weighted_recall: 0.6865, number_of_instances: 44819, predictive_accuracy: 0.6865, prior_entropy: 1.3491, relative_absolute_error: 0.5454, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4571, root_relative_squared_error: 1.0444, unweighted_recall: 0.4995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, kappa: 0.5193, kb_relative_information_score: 0.5038, mean_absolute_error: 0.172, mean_prior_absolute_error: 0.3832, weighted_recall: 0.742, number_of_instances: 44819, predictive_accuracy: 0.742, prior_entropy: 1.3491, relative_absolute_error: 0.4489, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4147, root_relative_squared_error: 0.9475, unweighted_recall: 0.5429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6997, kappa: 0.4043, kb_relative_information_score: 0.4118, mean_absolute_error: 0.2125, 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: 0.5544, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4609, root_relative_squared_error: 1.053, unweighted_recall: 0.4962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8397, f_measure: 0.8114, kappa: 0.6738, kb_relative_information_score: 0.6612, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8156, number_of_instances: 44819, precision: 0.8093, predictive_accuracy: 0.8156, prior_entropy: 1.3491, relative_absolute_error: 0.3208, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8009, unweighted_recall: 0.7128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7692, kappa: 0.5416, kb_relative_information_score: 0.5213, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7535, number_of_instances: 44819, predictive_accuracy: 0.7535, prior_entropy: 1.3491, relative_absolute_error: 0.4288, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.9261, unweighted_recall: 0.5523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.7949, kappa: 0.6485, kb_relative_information_score: 0.6334, mean_absolute_error: 0.1302, mean_prior_absolute_error: 0.3832, weighted_recall: 0.8047, number_of_instances: 44819, precision: 0.7965, predictive_accuracy: 0.8047, prior_entropy: 1.3491, relative_absolute_error: 0.3397, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.8243, unweighted_recall: 0.6764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7394, kappa: 0.4836, kb_relative_information_score: 0.4757, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7236, number_of_instances: 44819, predictive_accuracy: 0.7236, prior_entropy: 1.3491, relative_absolute_error: 0.4808, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4292, root_relative_squared_error: 0.9806, unweighted_recall: 0.5279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7622, kappa: 0.5279, kb_relative_information_score: 0.5106, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7465, number_of_instances: 44819, predictive_accuracy: 0.7465, prior_entropy: 1.3491, relative_absolute_error: 0.4411, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.4111, root_relative_squared_error: 0.9392, unweighted_recall: 0.5465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7814, f_measure: 0.7355, kappa: 0.5651, kb_relative_information_score: 0.544, mean_absolute_error: 0.1574, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7639, number_of_instances: 44819, precision: 0.7349, predictive_accuracy: 0.7639, prior_entropy: 1.3491, relative_absolute_error: 0.4108, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.3968, root_relative_squared_error: 0.9064, unweighted_recall: 0.5776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8177, f_measure: 0.7863, kappa: 0.6368, kb_relative_information_score: 0.6187, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.3832, weighted_recall: 0.7991, number_of_instances: 44819, precision: 0.7885, predictive_accuracy: 0.7991, prior_entropy: 1.3491, relative_absolute_error: 0.3496, root_mean_prior_squared_error: 0.4377, root_mean_squared_error: 0.366, root_relative_squared_error: 0.8361, unweighted_recall: 0.6569,

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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Download this task directly in your environment and automatically upload your results

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

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