OpenML
Supervised Classification on wall-robot-navigation

Supervised Classification on wall-robot-navigation

Task 9960 Supervised Classification wall-robot-navigation 20382 runs submitted
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  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_7 study_98 study_99
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20382 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.7912, kappa: 0.6845, kb_relative_information_score: 0.6585, mean_absolute_error: 0.1383, mean_prior_absolute_error: 0.3312, weighted_recall: 0.792, number_of_instances: 5456, precision: 0.791, predictive_accuracy: 0.792, prior_entropy: 1.7146, relative_absolute_error: 0.4176, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.6608, unweighted_recall: 0.7638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.7352, kappa: 0.5991, kb_relative_information_score: 0.5672, mean_absolute_error: 0.173, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7361, number_of_instances: 5456, precision: 0.7362, predictive_accuracy: 0.7361, prior_entropy: 1.7146, relative_absolute_error: 0.5222, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3, root_relative_squared_error: 0.7371, unweighted_recall: 0.7169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9582, kappa: 0.9369, kb_relative_information_score: 0.9324, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9582, number_of_instances: 5456, precision: 0.9582, predictive_accuracy: 0.9582, prior_entropy: 1.7146, relative_absolute_error: 0.0799, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.129, root_relative_squared_error: 0.3169, unweighted_recall: 0.9488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.971, f_measure: 0.8748, kappa: 0.8107, kb_relative_information_score: 0.8045, mean_absolute_error: 0.08, mean_prior_absolute_error: 0.3312, weighted_recall: 0.875, number_of_instances: 5456, precision: 0.8748, predictive_accuracy: 0.875, prior_entropy: 1.7146, relative_absolute_error: 0.2414, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.514, unweighted_recall: 0.8592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9822, kappa: 0.9731, kb_relative_information_score: 0.9722, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9822, number_of_instances: 5456, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 1.7146, relative_absolute_error: 0.0315, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.2154, unweighted_recall: 0.9769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.9069, kappa: 0.8593, kb_relative_information_score: 0.8498, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9069, number_of_instances: 5456, precision: 0.9069, predictive_accuracy: 0.9069, prior_entropy: 1.7146, relative_absolute_error: 0.1881, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1831, root_relative_squared_error: 0.4499, unweighted_recall: 0.8975,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9833, kappa: 0.9749, kb_relative_information_score: 0.9743, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9833, number_of_instances: 5456, precision: 0.9834, predictive_accuracy: 0.9833, prior_entropy: 1.7146, relative_absolute_error: 0.0321, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.1895, unweighted_recall: 0.9781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9742, f_measure: 0.915, kappa: 0.8715, kb_relative_information_score: 0.8711, mean_absolute_error: 0.0513, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9151, number_of_instances: 5456, precision: 0.9152, predictive_accuracy: 0.9151, prior_entropy: 1.7146, relative_absolute_error: 0.1548, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.4425, unweighted_recall: 0.8909,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9805, kappa: 0.9706, kb_relative_information_score: 0.9692, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9806, number_of_instances: 5456, precision: 0.9805, predictive_accuracy: 0.9806, prior_entropy: 1.7146, relative_absolute_error: 0.0353, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.2182, unweighted_recall: 0.9652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9895, kappa: 0.9842, kb_relative_information_score: 0.9843, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9896, number_of_instances: 5456, precision: 0.9895, predictive_accuracy: 0.9896, prior_entropy: 1.7146, relative_absolute_error: 0.0174, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0628, root_relative_squared_error: 0.1543, unweighted_recall: 0.985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8444, kappa: 0.7653, kb_relative_information_score: 0.7557, mean_absolute_error: 0.0999, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8448, number_of_instances: 5456, precision: 0.8441, predictive_accuracy: 0.8448, prior_entropy: 1.7146, relative_absolute_error: 0.3016, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2335, root_relative_squared_error: 0.5738, unweighted_recall: 0.8156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9279, kappa: 0.8911, kb_relative_information_score: 0.8801, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.3312, weighted_recall: 0.928, number_of_instances: 5456, precision: 0.928, predictive_accuracy: 0.928, prior_entropy: 1.7146, relative_absolute_error: 0.1445, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1637, root_relative_squared_error: 0.4022, unweighted_recall: 0.9085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9542, kappa: 0.9307, kb_relative_information_score: 0.9352, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9542, number_of_instances: 5456, precision: 0.9543, predictive_accuracy: 0.9542, prior_entropy: 1.7146, relative_absolute_error: 0.0773, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1309, root_relative_squared_error: 0.3217, unweighted_recall: 0.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9617, f_measure: 0.8688, kappa: 0.802, kb_relative_information_score: 0.798, mean_absolute_error: 0.0827, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8688, number_of_instances: 5456, precision: 0.8688, predictive_accuracy: 0.8688, prior_entropy: 1.7146, relative_absolute_error: 0.2497, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.5376, unweighted_recall: 0.8619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, f_measure: 0.8745, kappa: 0.81, kb_relative_information_score: 0.7873, mean_absolute_error: 0.0861, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8746, number_of_instances: 5456, precision: 0.8748, predictive_accuracy: 0.8746, prior_entropy: 1.7146, relative_absolute_error: 0.2598, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.5221, unweighted_recall: 0.8431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, f_measure: 0.9903, kappa: 0.9853, kb_relative_information_score: 0.9832, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9903, number_of_instances: 5456, precision: 0.9904, predictive_accuracy: 0.9903, prior_entropy: 1.7146, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0633, root_relative_squared_error: 0.1555, unweighted_recall: 0.9891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9591, f_measure: 0.8366, kappa: 0.7525, kb_relative_information_score: 0.7386, mean_absolute_error: 0.1063, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8372, number_of_instances: 5456, precision: 0.8368, predictive_accuracy: 0.8372, prior_entropy: 1.7146, relative_absolute_error: 0.321, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.237, root_relative_squared_error: 0.5824, unweighted_recall: 0.8026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.8786, kappa: 0.8161, kb_relative_information_score: 0.8022, mean_absolute_error: 0.0826, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8787, number_of_instances: 5456, precision: 0.8788, predictive_accuracy: 0.8787, prior_entropy: 1.7146, relative_absolute_error: 0.2494, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2082, root_relative_squared_error: 0.5117, unweighted_recall: 0.8692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9868, kappa: 0.9801, kb_relative_information_score: 0.9783, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9868, number_of_instances: 5456, precision: 0.9868, predictive_accuracy: 0.9868, prior_entropy: 1.7146, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.1834, unweighted_recall: 0.9813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9899, kappa: 0.9848, kb_relative_information_score: 0.9837, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9899, number_of_instances: 5456, precision: 0.9899, predictive_accuracy: 0.9899, prior_entropy: 1.7146, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0703, root_relative_squared_error: 0.1729, unweighted_recall: 0.9846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.8775, kappa: 0.8147, kb_relative_information_score: 0.8018, mean_absolute_error: 0.0804, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8776, number_of_instances: 5456, precision: 0.8777, predictive_accuracy: 0.8776, prior_entropy: 1.7146, relative_absolute_error: 0.2427, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.5107, unweighted_recall: 0.8426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.7241, kappa: 0.584, kb_relative_information_score: 0.5589, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7251, number_of_instances: 5456, precision: 0.7238, predictive_accuracy: 0.7251, prior_entropy: 1.7146, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3037, root_relative_squared_error: 0.7464, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9861, kappa: 0.979, kb_relative_information_score: 0.9777, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9861, number_of_instances: 5456, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 1.7146, relative_absolute_error: 0.0256, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0719, root_relative_squared_error: 0.1766, unweighted_recall: 0.9793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9032, kappa: 0.8538, kb_relative_information_score: 0.8364, mean_absolute_error: 0.066, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9034, number_of_instances: 5456, precision: 0.9031, predictive_accuracy: 0.9034, prior_entropy: 1.7146, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.4628, unweighted_recall: 0.8773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9925, kappa: 0.9887, kb_relative_information_score: 0.9879, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9925, number_of_instances: 5456, precision: 0.9925, predictive_accuracy: 0.9925, prior_entropy: 1.7146, relative_absolute_error: 0.0135, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0556, root_relative_squared_error: 0.1366, unweighted_recall: 0.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9795, f_measure: 0.9338, kappa: 0.8998, kb_relative_information_score: 0.9005, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9338, number_of_instances: 5456, precision: 0.934, predictive_accuracy: 0.9338, prior_entropy: 1.7146, relative_absolute_error: 0.1175, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.3922, unweighted_recall: 0.9146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9927, f_measure: 0.9771, kappa: 0.9654, kb_relative_information_score: 0.9636, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9771, number_of_instances: 5456, precision: 0.9771, predictive_accuracy: 0.9771, prior_entropy: 1.7146, relative_absolute_error: 0.0426, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2392, unweighted_recall: 0.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9226, kappa: 0.8831, kb_relative_information_score: 0.8804, mean_absolute_error: 0.047, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9228, number_of_instances: 5456, precision: 0.9225, predictive_accuracy: 0.9228, prior_entropy: 1.7146, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.166, root_relative_squared_error: 0.4079, unweighted_recall: 0.8911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.991, kappa: 0.9864, kb_relative_information_score: 0.9843, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.3312, weighted_recall: 0.991, number_of_instances: 5456, precision: 0.991, predictive_accuracy: 0.991, prior_entropy: 1.7146, relative_absolute_error: 0.0183, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0599, root_relative_squared_error: 0.1472, unweighted_recall: 0.9871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9098, kappa: 0.8636, kb_relative_information_score: 0.8567, mean_absolute_error: 0.0586, mean_prior_absolute_error: 0.3312, weighted_recall: 0.91, number_of_instances: 5456, precision: 0.9099, predictive_accuracy: 0.91, prior_entropy: 1.7146, relative_absolute_error: 0.1769, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.18, root_relative_squared_error: 0.4423, unweighted_recall: 0.8831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.9474, kappa: 0.9205, kb_relative_information_score: 0.9206, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9476, number_of_instances: 5456, precision: 0.9477, predictive_accuracy: 0.9476, prior_entropy: 1.7146, relative_absolute_error: 0.093, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1405, root_relative_squared_error: 0.3452, unweighted_recall: 0.9255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.789, kappa: 0.6804, kb_relative_information_score: 0.6621, mean_absolute_error: 0.1377, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7892, number_of_instances: 5456, precision: 0.7899, predictive_accuracy: 0.7892, prior_entropy: 1.7146, relative_absolute_error: 0.4158, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.6604, unweighted_recall: 0.7722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9373, kappa: 0.9051, kb_relative_information_score: 0.9086, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9373, number_of_instances: 5456, precision: 0.9374, predictive_accuracy: 0.9373, prior_entropy: 1.7146, relative_absolute_error: 0.1053, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1628, root_relative_squared_error: 0.3999, unweighted_recall: 0.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9679, f_measure: 0.8972, kappa: 0.8446, kb_relative_information_score: 0.8423, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8974, number_of_instances: 5456, precision: 0.8974, predictive_accuracy: 0.8974, prior_entropy: 1.7146, relative_absolute_error: 0.1919, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.4854, unweighted_recall: 0.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9327, kappa: 0.8984, kb_relative_information_score: 0.895, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9327, number_of_instances: 5456, precision: 0.9328, predictive_accuracy: 0.9327, prior_entropy: 1.7146, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.3942, unweighted_recall: 0.9069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9509, f_measure: 0.837, kappa: 0.7535, kb_relative_information_score: 0.7321, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8372, number_of_instances: 5456, precision: 0.8371, predictive_accuracy: 0.8372, prior_entropy: 1.7146, relative_absolute_error: 0.3301, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.5937, unweighted_recall: 0.8251,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9916, kappa: 0.9873, kb_relative_information_score: 0.9882, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9916, number_of_instances: 5456, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 1.7146, relative_absolute_error: 0.0125, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0598, root_relative_squared_error: 0.1469, unweighted_recall: 0.9882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.973, kappa: 0.9593, kb_relative_information_score: 0.9519, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9731, number_of_instances: 5456, precision: 0.973, predictive_accuracy: 0.9731, prior_entropy: 1.7146, relative_absolute_error: 0.0566, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1054, root_relative_squared_error: 0.2589, unweighted_recall: 0.9586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.9793, kappa: 0.9687, kb_relative_information_score: 0.9667, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9793, number_of_instances: 5456, precision: 0.9793, predictive_accuracy: 0.9793, prior_entropy: 1.7146, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0899, root_relative_squared_error: 0.2209, unweighted_recall: 0.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.993, kappa: 0.9895, kb_relative_information_score: 0.9901, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.3312, weighted_recall: 0.993, number_of_instances: 5456, precision: 0.993, predictive_accuracy: 0.993, prior_entropy: 1.7146, relative_absolute_error: 0.0102, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.052, root_relative_squared_error: 0.1278, unweighted_recall: 0.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, f_measure: 0.9815, kappa: 0.972, kb_relative_information_score: 0.9712, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9815, number_of_instances: 5456, precision: 0.9815, predictive_accuracy: 0.9815, prior_entropy: 1.7146, relative_absolute_error: 0.0334, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.2075, unweighted_recall: 0.9707,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9544, kappa: 0.9311, kb_relative_information_score: 0.9218, mean_absolute_error: 0.0313, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9544, number_of_instances: 5456, precision: 0.9544, predictive_accuracy: 0.9544, prior_entropy: 1.7146, relative_absolute_error: 0.0945, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.3285, unweighted_recall: 0.9379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8369, f_measure: 0.6536, kappa: 0.4724, kb_relative_information_score: 0.4347, mean_absolute_error: 0.2223, mean_prior_absolute_error: 0.3312, weighted_recall: 0.6565, number_of_instances: 5456, precision: 0.6551, predictive_accuracy: 0.6565, prior_entropy: 1.7146, relative_absolute_error: 0.6712, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.8268, unweighted_recall: 0.6069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9082, kappa: 0.861, kb_relative_information_score: 0.8473, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9084, number_of_instances: 5456, precision: 0.9083, predictive_accuracy: 0.9084, prior_entropy: 1.7146, relative_absolute_error: 0.1869, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.4573, unweighted_recall: 0.8862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9908, kappa: 0.9862, kb_relative_information_score: 0.9849, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9908, number_of_instances: 5456, precision: 0.9908, predictive_accuracy: 0.9908, prior_entropy: 1.7146, relative_absolute_error: 0.0173, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0608, root_relative_squared_error: 0.1494, unweighted_recall: 0.9888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9951, kappa: 0.9925, kb_relative_information_score: 0.9923, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9951, number_of_instances: 5456, precision: 0.9951, predictive_accuracy: 0.9951, prior_entropy: 1.7146, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.1111, unweighted_recall: 0.9933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9364, kappa: 0.9039, kb_relative_information_score: 0.9071, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9364, number_of_instances: 5456, precision: 0.9364, predictive_accuracy: 0.9364, prior_entropy: 1.7146, relative_absolute_error: 0.1118, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1518, root_relative_squared_error: 0.3731, unweighted_recall: 0.9276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9424, kappa: 0.9129, kb_relative_information_score: 0.9125, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9424, number_of_instances: 5456, precision: 0.9425, predictive_accuracy: 0.9424, prior_entropy: 1.7146, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1469, root_relative_squared_error: 0.361, unweighted_recall: 0.9293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, f_measure: 0.9766, kappa: 0.9646, kb_relative_information_score: 0.9603, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9765, number_of_instances: 5456, precision: 0.9766, predictive_accuracy: 0.9765, prior_entropy: 1.7146, relative_absolute_error: 0.0463, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0934, root_relative_squared_error: 0.2294, unweighted_recall: 0.9643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9231, kappa: 0.8838, kb_relative_information_score: 0.8867, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9232, number_of_instances: 5456, precision: 0.9231, predictive_accuracy: 0.9232, prior_entropy: 1.7146, relative_absolute_error: 0.1337, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.4175, unweighted_recall: 0.8984,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.977, f_measure: 0.8923, kappa: 0.8372, kb_relative_information_score: 0.8215, mean_absolute_error: 0.073, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8924, number_of_instances: 5456, precision: 0.8923, predictive_accuracy: 0.8924, prior_entropy: 1.7146, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.4885, unweighted_recall: 0.8683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.98, kappa: 0.9698, kb_relative_information_score: 0.9671, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.3312, weighted_recall: 0.98, number_of_instances: 5456, precision: 0.9799, predictive_accuracy: 0.98, prior_entropy: 1.7146, relative_absolute_error: 0.0386, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0865, root_relative_squared_error: 0.2125, unweighted_recall: 0.9655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.987, kappa: 0.9803, kb_relative_information_score: 0.9822, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.3312, weighted_recall: 0.987, number_of_instances: 5456, precision: 0.987, predictive_accuracy: 0.987, prior_entropy: 1.7146, relative_absolute_error: 0.0199, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.1732, unweighted_recall: 0.9784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9644, kappa: 0.9462, kb_relative_information_score: 0.9428, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9644, number_of_instances: 5456, precision: 0.9645, predictive_accuracy: 0.9644, prior_entropy: 1.7146, relative_absolute_error: 0.0683, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1157, root_relative_squared_error: 0.2843, unweighted_recall: 0.9531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9798, kappa: 0.9696, kb_relative_information_score: 0.9673, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9798, number_of_instances: 5456, precision: 0.98, predictive_accuracy: 0.9798, prior_entropy: 1.7146, relative_absolute_error: 0.0388, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.213, unweighted_recall: 0.9695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.8065, kappa: 0.7066, kb_relative_information_score: 0.6933, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8066, number_of_instances: 5456, precision: 0.8075, predictive_accuracy: 0.8066, prior_entropy: 1.7146, relative_absolute_error: 0.3798, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2572, root_relative_squared_error: 0.632, unweighted_recall: 0.7749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9602, kappa: 0.9399, kb_relative_information_score: 0.9321, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9602, number_of_instances: 5456, precision: 0.9604, predictive_accuracy: 0.9602, prior_entropy: 1.7146, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1227, root_relative_squared_error: 0.3016, unweighted_recall: 0.9398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9809, kappa: 0.9712, kb_relative_information_score: 0.9704, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9809, number_of_instances: 5456, precision: 0.981, predictive_accuracy: 0.9809, prior_entropy: 1.7146, relative_absolute_error: 0.0348, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0851, root_relative_squared_error: 0.2092, unweighted_recall: 0.9749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, f_measure: 0.9884, kappa: 0.9826, kb_relative_information_score: 0.9829, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9885, number_of_instances: 5456, precision: 0.9884, predictive_accuracy: 0.9885, prior_entropy: 1.7146, relative_absolute_error: 0.0179, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0703, root_relative_squared_error: 0.1727, unweighted_recall: 0.9832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9325, kappa: 0.8978, kb_relative_information_score: 0.8948, mean_absolute_error: 0.0413, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9326, number_of_instances: 5456, precision: 0.9327, predictive_accuracy: 0.9326, prior_entropy: 1.7146, relative_absolute_error: 0.1246, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.3943, unweighted_recall: 0.9116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.7011, kappa: 0.5486, kb_relative_information_score: 0.5043, mean_absolute_error: 0.196, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7071, number_of_instances: 5456, precision: 0.7036, predictive_accuracy: 0.7071, prior_entropy: 1.7146, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.776, unweighted_recall: 0.6376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9927, kappa: 0.9889, kb_relative_information_score: 0.99, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9927, number_of_instances: 5456, precision: 0.9927, predictive_accuracy: 0.9927, prior_entropy: 1.7146, relative_absolute_error: 0.0107, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.053, root_relative_squared_error: 0.1302, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9919, kappa: 0.9878, kb_relative_information_score: 0.9863, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9919, number_of_instances: 5456, precision: 0.9919, predictive_accuracy: 0.9919, prior_entropy: 1.7146, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0574, root_relative_squared_error: 0.1412, unweighted_recall: 0.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9402, kappa: 0.9097, kb_relative_information_score: 0.9031, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9402, number_of_instances: 5456, precision: 0.9402, predictive_accuracy: 0.9402, prior_entropy: 1.7146, relative_absolute_error: 0.1163, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1545, root_relative_squared_error: 0.3796, unweighted_recall: 0.9312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9769, kappa: 0.9651, kb_relative_information_score: 0.9644, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9769, number_of_instances: 5456, precision: 0.9769, predictive_accuracy: 0.9769, prior_entropy: 1.7146, relative_absolute_error: 0.0402, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.2379, unweighted_recall: 0.9658,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9709, f_measure: 0.8785, kappa: 0.8164, kb_relative_information_score: 0.7961, mean_absolute_error: 0.0829, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8787, number_of_instances: 5456, precision: 0.8785, predictive_accuracy: 0.8787, prior_entropy: 1.7146, relative_absolute_error: 0.2503, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2111, root_relative_squared_error: 0.5186, unweighted_recall: 0.8528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9903, kappa: 0.9853, kb_relative_information_score: 0.9845, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9903, number_of_instances: 5456, precision: 0.9903, predictive_accuracy: 0.9903, prior_entropy: 1.7146, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0626, root_relative_squared_error: 0.1538, unweighted_recall: 0.9884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9901, kappa: 0.985, kb_relative_information_score: 0.9839, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9901, number_of_instances: 5456, precision: 0.9901, predictive_accuracy: 0.9901, prior_entropy: 1.7146, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0683, root_relative_squared_error: 0.1678, unweighted_recall: 0.9846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.98, kappa: 0.9698, kb_relative_information_score: 0.9672, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.3312, weighted_recall: 0.98, number_of_instances: 5456, precision: 0.98, predictive_accuracy: 0.98, prior_entropy: 1.7146, relative_absolute_error: 0.0388, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0886, root_relative_squared_error: 0.2178, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.9205, kappa: 0.8798, kb_relative_information_score: 0.8871, mean_absolute_error: 0.0447, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9206, number_of_instances: 5456, precision: 0.9207, predictive_accuracy: 0.9206, prior_entropy: 1.7146, relative_absolute_error: 0.1351, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1719, root_relative_squared_error: 0.4224, unweighted_recall: 0.9036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9851, kappa: 0.9776, kb_relative_information_score: 0.9751, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9852, number_of_instances: 5456, precision: 0.9852, predictive_accuracy: 0.9852, prior_entropy: 1.7146, relative_absolute_error: 0.0294, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.1902, unweighted_recall: 0.9771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9763, kappa: 0.9643, kb_relative_information_score: 0.9634, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9764, number_of_instances: 5456, precision: 0.9763, predictive_accuracy: 0.9764, prior_entropy: 1.7146, relative_absolute_error: 0.0452, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.092, root_relative_squared_error: 0.226, unweighted_recall: 0.9656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9907, kappa: 0.9859, kb_relative_information_score: 0.985, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9907, number_of_instances: 5456, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 1.7146, relative_absolute_error: 0.0177, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0606, root_relative_squared_error: 0.149, unweighted_recall: 0.9884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.8763, kappa: 0.8131, kb_relative_information_score: 0.8087, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8765, number_of_instances: 5456, precision: 0.8763, predictive_accuracy: 0.8765, prior_entropy: 1.7146, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.5148, unweighted_recall: 0.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9773, f_measure: 0.9129, kappa: 0.8685, kb_relative_information_score: 0.8681, mean_absolute_error: 0.0518, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9131, number_of_instances: 5456, precision: 0.913, predictive_accuracy: 0.9131, prior_entropy: 1.7146, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1783, root_relative_squared_error: 0.4381, unweighted_recall: 0.8859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.8728, kappa: 0.8082, kb_relative_information_score: 0.7907, mean_absolute_error: 0.0862, mean_prior_absolute_error: 0.3312, weighted_recall: 0.873, number_of_instances: 5456, precision: 0.8728, predictive_accuracy: 0.873, prior_entropy: 1.7146, relative_absolute_error: 0.2603, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2126, root_relative_squared_error: 0.5224, unweighted_recall: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9932, kappa: 0.9898, kb_relative_information_score: 0.9888, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9932, number_of_instances: 5456, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 1.7146, relative_absolute_error: 0.0108, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0576, root_relative_squared_error: 0.1416, unweighted_recall: 0.9887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9806, kappa: 0.9706, kb_relative_information_score: 0.972, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9806, number_of_instances: 5456, precision: 0.9805, predictive_accuracy: 0.9806, prior_entropy: 1.7146, relative_absolute_error: 0.0345, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.2032, unweighted_recall: 0.9717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, f_measure: 0.9914, kappa: 0.987, kb_relative_information_score: 0.9861, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9914, number_of_instances: 5456, precision: 0.9914, predictive_accuracy: 0.9914, prior_entropy: 1.7146, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0594, root_relative_squared_error: 0.146, unweighted_recall: 0.9885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9916, kappa: 0.9873, kb_relative_information_score: 0.9871, mean_absolute_error: 0.0048, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9916, number_of_instances: 5456, precision: 0.9916, predictive_accuracy: 0.9916, prior_entropy: 1.7146, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0604, root_relative_squared_error: 0.1484, unweighted_recall: 0.989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9261, kappa: 0.8882, kb_relative_information_score: 0.883, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9261, number_of_instances: 5456, precision: 0.9262, predictive_accuracy: 0.9261, prior_entropy: 1.7146, relative_absolute_error: 0.1416, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1664, root_relative_squared_error: 0.4089, unweighted_recall: 0.9038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9618, f_measure: 0.847, kappa: 0.7694, kb_relative_information_score: 0.7564, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.3312, weighted_recall: 0.847, number_of_instances: 5456, precision: 0.8471, predictive_accuracy: 0.847, prior_entropy: 1.7146, relative_absolute_error: 0.3004, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.5708, unweighted_recall: 0.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9822, kappa: 0.9731, kb_relative_information_score: 0.9711, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9822, number_of_instances: 5456, precision: 0.9822, predictive_accuracy: 0.9822, prior_entropy: 1.7146, relative_absolute_error: 0.035, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.1974, unweighted_recall: 0.9736,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.8721, kappa: 0.807, kb_relative_information_score: 0.7958, mean_absolute_error: 0.0822, mean_prior_absolute_error: 0.3312, weighted_recall: 0.873, number_of_instances: 5456, precision: 0.8721, predictive_accuracy: 0.873, prior_entropy: 1.7146, relative_absolute_error: 0.2481, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.5172, unweighted_recall: 0.8349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9892, kappa: 0.9837, kb_relative_information_score: 0.9799, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9892, number_of_instances: 5456, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 1.7146, relative_absolute_error: 0.0238, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.1685, unweighted_recall: 0.9867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.9892, kappa: 0.9837, kb_relative_information_score: 0.9829, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9892, number_of_instances: 5456, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 1.7146, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.0653, root_relative_squared_error: 0.1605, unweighted_recall: 0.9825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9698, f_measure: 0.8626, kappa: 0.7926, kb_relative_information_score: 0.7755, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8631, number_of_instances: 5456, precision: 0.8623, predictive_accuracy: 0.8631, prior_entropy: 1.7146, relative_absolute_error: 0.2748, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.5388, unweighted_recall: 0.8144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9264, kappa: 0.8887, kb_relative_information_score: 0.8872, mean_absolute_error: 0.0441, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9265, number_of_instances: 5456, precision: 0.9265, predictive_accuracy: 0.9265, prior_entropy: 1.7146, relative_absolute_error: 0.1333, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1684, root_relative_squared_error: 0.4138, unweighted_recall: 0.9063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9231, kappa: 0.8838, kb_relative_information_score: 0.868, mean_absolute_error: 0.0529, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9232, number_of_instances: 5456, precision: 0.923, predictive_accuracy: 0.9232, prior_entropy: 1.7146, relative_absolute_error: 0.1596, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1699, root_relative_squared_error: 0.4175, unweighted_recall: 0.8982,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.8807, kappa: 0.8198, kb_relative_information_score: 0.8058, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8814, number_of_instances: 5456, precision: 0.8809, predictive_accuracy: 0.8814, prior_entropy: 1.7146, relative_absolute_error: 0.2363, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2045, root_relative_squared_error: 0.5025, unweighted_recall: 0.8465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9325, kappa: 0.8979, kb_relative_information_score: 0.8989, mean_absolute_error: 0.0397, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9326, number_of_instances: 5456, precision: 0.9328, predictive_accuracy: 0.9326, prior_entropy: 1.7146, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1651, root_relative_squared_error: 0.4056, unweighted_recall: 0.9191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9571, f_measure: 0.8296, kappa: 0.7427, kb_relative_information_score: 0.727, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8297, number_of_instances: 5456, precision: 0.8296, predictive_accuracy: 0.8297, prior_entropy: 1.7146, relative_absolute_error: 0.3377, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.5936, unweighted_recall: 0.8065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9708, kappa: 0.9559, kb_relative_information_score: 0.9535, mean_absolute_error: 0.0181, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9709, number_of_instances: 5456, precision: 0.9708, predictive_accuracy: 0.9709, prior_entropy: 1.7146, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1058, root_relative_squared_error: 0.2599, unweighted_recall: 0.953,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9314, kappa: 0.8962, kb_relative_information_score: 0.8927, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9315, number_of_instances: 5456, precision: 0.9317, predictive_accuracy: 0.9315, prior_entropy: 1.7146, relative_absolute_error: 0.125, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1605, root_relative_squared_error: 0.3943, unweighted_recall: 0.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9569, f_measure: 0.8429, kappa: 0.7627, kb_relative_information_score: 0.744, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.3312, weighted_recall: 0.8429, number_of_instances: 5456, precision: 0.8432, predictive_accuracy: 0.8429, prior_entropy: 1.7146, relative_absolute_error: 0.3151, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.237, root_relative_squared_error: 0.5823, unweighted_recall: 0.8182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9214, f_measure: 0.7804, kappa: 0.6672, kb_relative_information_score: 0.6445, mean_absolute_error: 0.1455, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7804, number_of_instances: 5456, precision: 0.7816, predictive_accuracy: 0.7804, prior_entropy: 1.7146, relative_absolute_error: 0.4394, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2775, root_relative_squared_error: 0.6818, unweighted_recall: 0.7584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.7173, kappa: 0.5755, kb_relative_information_score: 0.5454, mean_absolute_error: 0.1816, mean_prior_absolute_error: 0.3312, weighted_recall: 0.7181, number_of_instances: 5456, precision: 0.7184, predictive_accuracy: 0.7181, prior_entropy: 1.7146, relative_absolute_error: 0.5481, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.3063, root_relative_squared_error: 0.7526, unweighted_recall: 0.7061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9331, kappa: 0.8988, kb_relative_information_score: 0.8943, mean_absolute_error: 0.0424, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9331, number_of_instances: 5456, precision: 0.9332, predictive_accuracy: 0.9331, prior_entropy: 1.7146, relative_absolute_error: 0.1279, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3884, unweighted_recall: 0.9158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.9306, kappa: 0.8952, kb_relative_information_score: 0.8994, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.3312, weighted_recall: 0.9307, number_of_instances: 5456, precision: 0.9306, predictive_accuracy: 0.9307, prior_entropy: 1.7146, relative_absolute_error: 0.1177, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.1604, root_relative_squared_error: 0.3941, unweighted_recall: 0.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.8639, kappa: 0.7942, kb_relative_information_score: 0.7912, mean_absolute_error: 0.0838, mean_prior_absolute_error: 0.3312, weighted_recall: 0.864, number_of_instances: 5456, precision: 0.864, predictive_accuracy: 0.864, prior_entropy: 1.7146, relative_absolute_error: 0.2529, root_mean_prior_squared_error: 0.4069, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.5389, unweighted_recall: 0.852,

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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