OpenML
Supervised Classification on letter

Supervised Classification on letter

Task 6 Supervised Classification letter 35040 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_73 study_98 study_99 under100k under1m
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35040 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.7389, kappa: 0.728, kb_relative_information_score: 0.7874, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.074, weighted_recall: 0.7385, number_of_instances: 20000, precision: 0.7402, predictive_accuracy: 0.7385, prior_entropy: 4.6998, relative_absolute_error: 0.315, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.6164, unweighted_recall: 0.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.7583, kappa: 0.7481, kb_relative_information_score: 0.802, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.074, weighted_recall: 0.7578, number_of_instances: 20000, precision: 0.7597, predictive_accuracy: 0.7578, prior_entropy: 4.6998, relative_absolute_error: 0.3118, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5881, unweighted_recall: 0.7573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, f_measure: 0.8266, kappa: 0.8192, kb_relative_information_score: 0.8537, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, weighted_recall: 0.8262, number_of_instances: 20000, precision: 0.8275, predictive_accuracy: 0.8262, prior_entropy: 4.6998, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.5164, unweighted_recall: 0.8259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.7523, kappa: 0.7414, kb_relative_information_score: 0.7943, mean_absolute_error: 0.0237, mean_prior_absolute_error: 0.074, weighted_recall: 0.7514, number_of_instances: 20000, precision: 0.7541, predictive_accuracy: 0.7514, prior_entropy: 4.6998, relative_absolute_error: 0.3201, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.5917, unweighted_recall: 0.7509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9556, f_measure: 0.8659, kappa: 0.8602, kb_relative_information_score: 0.8843, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.074, weighted_recall: 0.8656, number_of_instances: 20000, precision: 0.8669, predictive_accuracy: 0.8656, prior_entropy: 4.6998, relative_absolute_error: 0.1506, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.09, root_relative_squared_error: 0.4678, unweighted_recall: 0.8652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9552, f_measure: 0.7657, kappa: 0.7558, kb_relative_information_score: 0.8074, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.074, weighted_recall: 0.7652, number_of_instances: 20000, precision: 0.7673, predictive_accuracy: 0.7652, prior_entropy: 4.6998, relative_absolute_error: 0.2907, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1116, root_relative_squared_error: 0.5803, unweighted_recall: 0.7647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9466, f_measure: 0.7878, kappa: 0.7789, kb_relative_information_score: 0.8229, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.074, weighted_recall: 0.7875, number_of_instances: 20000, precision: 0.7893, predictive_accuracy: 0.7875, prior_entropy: 4.6998, relative_absolute_error: 0.2597, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.5673, unweighted_recall: 0.7869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.967, f_measure: 0.7918, kappa: 0.7829, kb_relative_information_score: 0.8242, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.074, weighted_recall: 0.7913, number_of_instances: 20000, precision: 0.7932, predictive_accuracy: 0.7913, prior_entropy: 4.6998, relative_absolute_error: 0.2702, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.5485, unweighted_recall: 0.7908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.7251, kappa: 0.7134, kb_relative_information_score: 0.7698, mean_absolute_error: 0.0268, mean_prior_absolute_error: 0.074, weighted_recall: 0.7244, number_of_instances: 20000, precision: 0.7274, predictive_accuracy: 0.7244, prior_entropy: 4.6998, relative_absolute_error: 0.363, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1192, root_relative_squared_error: 0.6197, unweighted_recall: 0.7237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9546, f_measure: 0.7678, kappa: 0.7577, kb_relative_information_score: 0.8078, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.074, weighted_recall: 0.7671, number_of_instances: 20000, precision: 0.7693, predictive_accuracy: 0.7671, prior_entropy: 4.6998, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.578, unweighted_recall: 0.7666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9641, f_measure: 0.7774, kappa: 0.7677, kb_relative_information_score: 0.8148, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.7767, number_of_instances: 20000, precision: 0.7788, predictive_accuracy: 0.7767, prior_entropy: 4.6998, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1088, root_relative_squared_error: 0.5659, unweighted_recall: 0.7764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9524, f_measure: 0.7703, kappa: 0.7605, kb_relative_information_score: 0.8101, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.074, weighted_recall: 0.7698, number_of_instances: 20000, precision: 0.7716, predictive_accuracy: 0.7698, prior_entropy: 4.6998, relative_absolute_error: 0.2864, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1113, root_relative_squared_error: 0.579, unweighted_recall: 0.7692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.7425, kappa: 0.7319, kb_relative_information_score: 0.7908, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.074, weighted_recall: 0.7422, number_of_instances: 20000, precision: 0.7434, predictive_accuracy: 0.7422, prior_entropy: 4.6998, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.6071, unweighted_recall: 0.7418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, f_measure: 0.736, kappa: 0.7245, kb_relative_information_score: 0.7796, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.074, weighted_recall: 0.7351, number_of_instances: 20000, precision: 0.7379, predictive_accuracy: 0.7351, prior_entropy: 4.6998, relative_absolute_error: 0.3417, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.6156, unweighted_recall: 0.7345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.7911, kappa: 0.7821, kb_relative_information_score: 0.8266, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.074, weighted_recall: 0.7905, number_of_instances: 20000, precision: 0.7925, predictive_accuracy: 0.7905, prior_entropy: 4.6998, relative_absolute_error: 0.2684, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1062, root_relative_squared_error: 0.5522, unweighted_recall: 0.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9565, f_measure: 0.769, kappa: 0.7588, kb_relative_information_score: 0.8087, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.074, weighted_recall: 0.7681, number_of_instances: 20000, precision: 0.7707, predictive_accuracy: 0.7681, prior_entropy: 4.6998, relative_absolute_error: 0.2915, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.5762, unweighted_recall: 0.7678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8062, kappa: 0.7981, kb_relative_information_score: 0.8385, mean_absolute_error: 0.0175, mean_prior_absolute_error: 0.074, weighted_recall: 0.8059, number_of_instances: 20000, precision: 0.8071, predictive_accuracy: 0.8059, prior_entropy: 4.6998, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1036, root_relative_squared_error: 0.5386, unweighted_recall: 0.8054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.8027, kappa: 0.7941, kb_relative_information_score: 0.8334, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, weighted_recall: 0.802, number_of_instances: 20000, precision: 0.8041, predictive_accuracy: 0.802, prior_entropy: 4.6998, relative_absolute_error: 0.261, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1029, root_relative_squared_error: 0.5351, unweighted_recall: 0.8015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9621, f_measure: 0.8221, kappa: 0.8144, kb_relative_information_score: 0.8526, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.8215, number_of_instances: 20000, precision: 0.8233, predictive_accuracy: 0.8215, prior_entropy: 4.6998, relative_absolute_error: 0.2224, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0991, root_relative_squared_error: 0.5153, unweighted_recall: 0.8212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9634, f_measure: 0.7098, kappa: 0.6976, kb_relative_information_score: 0.7561, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.074, weighted_recall: 0.7092, number_of_instances: 20000, precision: 0.7114, predictive_accuracy: 0.7092, prior_entropy: 4.6998, relative_absolute_error: 0.3818, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1222, root_relative_squared_error: 0.6354, unweighted_recall: 0.7086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9512, f_measure: 0.672, kappa: 0.6578, kb_relative_information_score: 0.729, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.074, weighted_recall: 0.671, number_of_instances: 20000, precision: 0.675, predictive_accuracy: 0.671, prior_entropy: 4.6998, relative_absolute_error: 0.4208, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1297, root_relative_squared_error: 0.6743, unweighted_recall: 0.6708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9681, f_measure: 0.7892, kappa: 0.78, kb_relative_information_score: 0.8198, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.074, weighted_recall: 0.7885, number_of_instances: 20000, precision: 0.7908, predictive_accuracy: 0.7885, prior_entropy: 4.6998, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1059, root_relative_squared_error: 0.5505, unweighted_recall: 0.7881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9612, f_measure: 0.7421, kappa: 0.731, kb_relative_information_score: 0.7835, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.074, weighted_recall: 0.7414, number_of_instances: 20000, precision: 0.7437, predictive_accuracy: 0.7414, prior_entropy: 4.6998, relative_absolute_error: 0.3338, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.116, root_relative_squared_error: 0.603, unweighted_recall: 0.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9551, f_measure: 0.7809, kappa: 0.7716, kb_relative_information_score: 0.8192, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.074, weighted_recall: 0.7804, number_of_instances: 20000, precision: 0.7821, predictive_accuracy: 0.7804, prior_entropy: 4.6998, relative_absolute_error: 0.2767, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1093, root_relative_squared_error: 0.5683, unweighted_recall: 0.7799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9511, f_measure: 0.8715, kappa: 0.866, kb_relative_information_score: 0.8849, mean_absolute_error: 0.0104, mean_prior_absolute_error: 0.074, weighted_recall: 0.8712, number_of_instances: 20000, precision: 0.8722, predictive_accuracy: 0.8712, prior_entropy: 4.6998, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0908, root_relative_squared_error: 0.4722, unweighted_recall: 0.8709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9568, f_measure: 0.7167, kappa: 0.7046, kb_relative_information_score: 0.7631, mean_absolute_error: 0.0272, mean_prior_absolute_error: 0.074, weighted_recall: 0.716, number_of_instances: 20000, precision: 0.7185, predictive_accuracy: 0.716, prior_entropy: 4.6998, relative_absolute_error: 0.3683, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1215, root_relative_squared_error: 0.6316, unweighted_recall: 0.7156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9555, f_measure: 0.6296, kappa: 0.6146, kb_relative_information_score: 0.6937, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.074, weighted_recall: 0.6294, number_of_instances: 20000, precision: 0.6321, predictive_accuracy: 0.6294, prior_entropy: 4.6998, relative_absolute_error: 0.4774, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1356, root_relative_squared_error: 0.7053, unweighted_recall: 0.6288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.6202, kappa: 0.6047, kb_relative_information_score: 0.6762, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.074, weighted_recall: 0.6199, number_of_instances: 20000, precision: 0.6243, predictive_accuracy: 0.6199, prior_entropy: 4.6998, relative_absolute_error: 0.492, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1381, root_relative_squared_error: 0.7181, unweighted_recall: 0.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9576, f_measure: 0.8233, kappa: 0.8158, kb_relative_information_score: 0.8535, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, weighted_recall: 0.8229, number_of_instances: 20000, precision: 0.8243, predictive_accuracy: 0.8229, prior_entropy: 4.6998, relative_absolute_error: 0.217, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1001, root_relative_squared_error: 0.5205, unweighted_recall: 0.8226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9648, f_measure: 0.7275, kappa: 0.7154, kb_relative_information_score: 0.7679, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.074, weighted_recall: 0.7264, number_of_instances: 20000, precision: 0.7296, predictive_accuracy: 0.7264, prior_entropy: 4.6998, relative_absolute_error: 0.3581, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1189, root_relative_squared_error: 0.6181, unweighted_recall: 0.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9384, f_measure: 0.6686, kappa: 0.6543, kb_relative_information_score: 0.7261, mean_absolute_error: 0.0308, mean_prior_absolute_error: 0.074, weighted_recall: 0.6676, number_of_instances: 20000, precision: 0.6711, predictive_accuracy: 0.6676, prior_entropy: 4.6998, relative_absolute_error: 0.4163, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.6832, unweighted_recall: 0.6671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.8047, kappa: 0.7964, kb_relative_information_score: 0.8367, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, weighted_recall: 0.8043, number_of_instances: 20000, precision: 0.8059, predictive_accuracy: 0.8043, prior_entropy: 4.6998, relative_absolute_error: 0.2561, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.102, root_relative_squared_error: 0.5302, unweighted_recall: 0.8038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9629, f_measure: 0.823, kappa: 0.8154, kb_relative_information_score: 0.8514, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.074, weighted_recall: 0.8225, number_of_instances: 20000, precision: 0.824, predictive_accuracy: 0.8225, prior_entropy: 4.6998, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.099, root_relative_squared_error: 0.515, unweighted_recall: 0.8221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9616, f_measure: 0.6794, kappa: 0.6664, kb_relative_information_score: 0.7308, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.074, weighted_recall: 0.6793, number_of_instances: 20000, precision: 0.6815, predictive_accuracy: 0.6793, prior_entropy: 4.6998, relative_absolute_error: 0.4198, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1274, root_relative_squared_error: 0.6624, unweighted_recall: 0.6786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.7409, kappa: 0.7301, kb_relative_information_score: 0.7841, mean_absolute_error: 0.0251, mean_prior_absolute_error: 0.074, weighted_recall: 0.7405, number_of_instances: 20000, precision: 0.7426, predictive_accuracy: 0.7405, prior_entropy: 4.6998, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1168, root_relative_squared_error: 0.6074, unweighted_recall: 0.7401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.7413, kappa: 0.73, kb_relative_information_score: 0.7777, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.074, weighted_recall: 0.7404, number_of_instances: 20000, precision: 0.7432, predictive_accuracy: 0.7404, prior_entropy: 4.6998, relative_absolute_error: 0.3425, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1163, root_relative_squared_error: 0.605, unweighted_recall: 0.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.8399, kappa: 0.8332, kb_relative_information_score: 0.8633, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.074, weighted_recall: 0.8396, number_of_instances: 20000, precision: 0.8404, predictive_accuracy: 0.8396, prior_entropy: 4.6998, relative_absolute_error: 0.1936, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0956, root_relative_squared_error: 0.4971, unweighted_recall: 0.8393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.7633, kappa: 0.7532, kb_relative_information_score: 0.8039, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.074, weighted_recall: 0.7627, number_of_instances: 20000, precision: 0.7647, predictive_accuracy: 0.7627, prior_entropy: 4.6998, relative_absolute_error: 0.3012, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.5814, unweighted_recall: 0.7624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.7879, kappa: 0.7788, kb_relative_information_score: 0.821, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.074, weighted_recall: 0.7873, number_of_instances: 20000, precision: 0.7891, predictive_accuracy: 0.7873, prior_entropy: 4.6998, relative_absolute_error: 0.2762, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1069, root_relative_squared_error: 0.5561, unweighted_recall: 0.7869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9577, f_measure: 0.6673, kappa: 0.6536, kb_relative_information_score: 0.7207, mean_absolute_error: 0.0322, mean_prior_absolute_error: 0.074, weighted_recall: 0.667, number_of_instances: 20000, precision: 0.6694, predictive_accuracy: 0.667, prior_entropy: 4.6998, relative_absolute_error: 0.4356, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1304, root_relative_squared_error: 0.6781, unweighted_recall: 0.6663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.7368, kappa: 0.7257, kb_relative_information_score: 0.7804, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.074, weighted_recall: 0.7363, number_of_instances: 20000, precision: 0.7382, predictive_accuracy: 0.7363, prior_entropy: 4.6998, relative_absolute_error: 0.3457, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.6065, unweighted_recall: 0.7357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9676, f_measure: 0.725, kappa: 0.7129, kb_relative_information_score: 0.7685, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.074, weighted_recall: 0.724, number_of_instances: 20000, precision: 0.7277, predictive_accuracy: 0.724, prior_entropy: 4.6998, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1184, root_relative_squared_error: 0.6157, unweighted_recall: 0.7234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, f_measure: 0.8436, kappa: 0.8371, kb_relative_information_score: 0.8672, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.074, weighted_recall: 0.8434, number_of_instances: 20000, precision: 0.8443, predictive_accuracy: 0.8434, prior_entropy: 4.6998, relative_absolute_error: 0.1896, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.4937, unweighted_recall: 0.8429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.6506, kappa: 0.6361, kb_relative_information_score: 0.7053, mean_absolute_error: 0.0337, mean_prior_absolute_error: 0.074, weighted_recall: 0.6502, number_of_instances: 20000, precision: 0.6541, predictive_accuracy: 0.6502, prior_entropy: 4.6998, relative_absolute_error: 0.455, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1321, root_relative_squared_error: 0.6869, unweighted_recall: 0.6495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.7867, kappa: 0.7776, kb_relative_information_score: 0.8192, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.074, weighted_recall: 0.7862, number_of_instances: 20000, precision: 0.7882, predictive_accuracy: 0.7862, prior_entropy: 4.6998, relative_absolute_error: 0.2846, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.5517, unweighted_recall: 0.7857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9566, f_measure: 0.7084, kappa: 0.6963, kb_relative_information_score: 0.7601, mean_absolute_error: 0.0279, mean_prior_absolute_error: 0.074, weighted_recall: 0.708, number_of_instances: 20000, precision: 0.7098, predictive_accuracy: 0.708, prior_entropy: 4.6998, relative_absolute_error: 0.3767, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.123, root_relative_squared_error: 0.6397, unweighted_recall: 0.7074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9658, f_measure: 0.8269, kappa: 0.8196, kb_relative_information_score: 0.8551, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.074, weighted_recall: 0.8265, number_of_instances: 20000, precision: 0.8277, predictive_accuracy: 0.8265, prior_entropy: 4.6998, relative_absolute_error: 0.2232, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0982, root_relative_squared_error: 0.5107, unweighted_recall: 0.8261,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8525, kappa: 0.8462, kb_relative_information_score: 0.8572, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, weighted_recall: 0.8522, number_of_instances: 20000, precision: 0.8534, predictive_accuracy: 0.8522, prior_entropy: 4.6998, relative_absolute_error: 0.1529, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1031, root_relative_squared_error: 0.5361, unweighted_recall: 0.8518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8008, kappa: 0.7924, kb_relative_information_score: 0.8348, mean_absolute_error: 0.0174, mean_prior_absolute_error: 0.074, weighted_recall: 0.8004, number_of_instances: 20000, precision: 0.8021, predictive_accuracy: 0.8004, prior_entropy: 4.6998, relative_absolute_error: 0.2348, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.5487, unweighted_recall: 0.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8225, kappa: 0.8149, kb_relative_information_score: 0.8524, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, weighted_recall: 0.8221, number_of_instances: 20000, precision: 0.8236, predictive_accuracy: 0.8221, prior_entropy: 4.6998, relative_absolute_error: 0.214, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0998, root_relative_squared_error: 0.5191, unweighted_recall: 0.8215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.7572, kappa: 0.7465, kb_relative_information_score: 0.7994, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.074, weighted_recall: 0.7563, number_of_instances: 20000, precision: 0.7592, predictive_accuracy: 0.7563, prior_entropy: 4.6998, relative_absolute_error: 0.3148, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.5852, unweighted_recall: 0.7558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9684, f_measure: 0.7483, kappa: 0.7375, kb_relative_information_score: 0.789, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.074, weighted_recall: 0.7477, number_of_instances: 20000, precision: 0.7503, predictive_accuracy: 0.7477, prior_entropy: 4.6998, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.5943, unweighted_recall: 0.7471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.2806, kappa: 0.2502, kb_relative_information_score: 0.3426, mean_absolute_error: 0.0613, mean_prior_absolute_error: 0.074, weighted_recall: 0.2792, number_of_instances: 20000, precision: 0.3333, predictive_accuracy: 0.2792, prior_entropy: 4.6998, relative_absolute_error: 0.8284, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.9136, unweighted_recall: 0.2787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.882, kappa: 0.8771, kb_relative_information_score: 0.8844, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8819, number_of_instances: 20000, precision: 0.8824, predictive_accuracy: 0.8819, prior_entropy: 4.6998, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.093, root_relative_squared_error: 0.4834, unweighted_recall: 0.8816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8035, kappa: 0.7951, kb_relative_information_score: 0.8332, mean_absolute_error: 0.017, mean_prior_absolute_error: 0.074, weighted_recall: 0.803, number_of_instances: 20000, precision: 0.805, predictive_accuracy: 0.803, prior_entropy: 4.6998, relative_absolute_error: 0.2296, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.107, root_relative_squared_error: 0.5567, unweighted_recall: 0.8026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9702, f_measure: 0.7602, kappa: 0.7494, kb_relative_information_score: 0.7943, mean_absolute_error: 0.0233, mean_prior_absolute_error: 0.074, weighted_recall: 0.7591, number_of_instances: 20000, precision: 0.7624, predictive_accuracy: 0.7591, prior_entropy: 4.6998, relative_absolute_error: 0.3151, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1121, root_relative_squared_error: 0.5827, unweighted_recall: 0.7587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9669, f_measure: 0.7173, kappa: 0.7047, kb_relative_information_score: 0.7553, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.074, weighted_recall: 0.7161, number_of_instances: 20000, precision: 0.7207, predictive_accuracy: 0.7161, prior_entropy: 4.6998, relative_absolute_error: 0.376, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.121, root_relative_squared_error: 0.6291, unweighted_recall: 0.7155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.7481, kappa: 0.7373, kb_relative_information_score: 0.7873, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.074, weighted_recall: 0.7475, number_of_instances: 20000, precision: 0.7498, predictive_accuracy: 0.7475, prior_entropy: 4.6998, relative_absolute_error: 0.3278, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.6001, unweighted_recall: 0.7467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9545, f_measure: 0.8545, kappa: 0.8485, kb_relative_information_score: 0.874, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.074, weighted_recall: 0.8543, number_of_instances: 20000, precision: 0.855, predictive_accuracy: 0.8543, prior_entropy: 4.6998, relative_absolute_error: 0.1708, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0935, root_relative_squared_error: 0.4863, unweighted_recall: 0.8541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9537, f_measure: 0.7975, kappa: 0.7886, kb_relative_information_score: 0.8285, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.074, weighted_recall: 0.7968, number_of_instances: 20000, precision: 0.7992, predictive_accuracy: 0.7968, prior_entropy: 4.6998, relative_absolute_error: 0.2512, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.5519, unweighted_recall: 0.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8605, f_measure: 0.2944, kappa: 0.2643, kb_relative_information_score: 0.3616, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.074, weighted_recall: 0.2927, number_of_instances: 20000, precision: 0.3608, predictive_accuracy: 0.2927, prior_entropy: 4.6998, relative_absolute_error: 0.818, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.9076, unweighted_recall: 0.2926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9527, f_measure: 0.8661, kappa: 0.8604, kb_relative_information_score: 0.8823, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.074, weighted_recall: 0.8658, number_of_instances: 20000, precision: 0.8667, predictive_accuracy: 0.8658, prior_entropy: 4.6998, relative_absolute_error: 0.1473, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4756, unweighted_recall: 0.8654,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9439, f_measure: 0.8281, kappa: 0.8211, kb_relative_information_score: 0.8499, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.074, weighted_recall: 0.828, number_of_instances: 20000, precision: 0.8287, predictive_accuracy: 0.828, prior_entropy: 4.6998, relative_absolute_error: 0.1963, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1018, root_relative_squared_error: 0.5296, unweighted_recall: 0.8277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8602, kappa: 0.8542, kb_relative_information_score: 0.8809, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.074, weighted_recall: 0.8599, number_of_instances: 20000, precision: 0.8611, predictive_accuracy: 0.8599, prior_entropy: 4.6998, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.4758, unweighted_recall: 0.8594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.7124, kappa: 0.7002, kb_relative_information_score: 0.7577, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.074, weighted_recall: 0.7117, number_of_instances: 20000, precision: 0.7148, predictive_accuracy: 0.7117, prior_entropy: 4.6998, relative_absolute_error: 0.3782, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1212, root_relative_squared_error: 0.6303, unweighted_recall: 0.7112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9649, f_measure: 0.7066, kappa: 0.6944, kb_relative_information_score: 0.7537, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.074, weighted_recall: 0.7062, number_of_instances: 20000, precision: 0.708, predictive_accuracy: 0.7062, prior_entropy: 4.6998, relative_absolute_error: 0.3845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1226, root_relative_squared_error: 0.6377, unweighted_recall: 0.7057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, f_measure: 0.7343, kappa: 0.7231, kb_relative_information_score: 0.7736, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.074, weighted_recall: 0.7338, number_of_instances: 20000, precision: 0.7356, predictive_accuracy: 0.7338, prior_entropy: 4.6998, relative_absolute_error: 0.3528, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.6139, unweighted_recall: 0.7334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, f_measure: 0.3285, kappa: 0.2718, kb_relative_information_score: 0.3463, mean_absolute_error: 0.0578, mean_prior_absolute_error: 0.074, weighted_recall: 0.2999, number_of_instances: 20000, precision: 0.4864, predictive_accuracy: 0.2999, prior_entropy: 4.6998, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1711, root_relative_squared_error: 0.8895, unweighted_recall: 0.2999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.8297, kappa: 0.8225, kb_relative_information_score: 0.8587, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.074, weighted_recall: 0.8294, number_of_instances: 20000, precision: 0.8303, predictive_accuracy: 0.8294, prior_entropy: 4.6998, relative_absolute_error: 0.2063, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0968, root_relative_squared_error: 0.5036, unweighted_recall: 0.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9643, f_measure: 0.7611, kappa: 0.7508, kb_relative_information_score: 0.7978, mean_absolute_error: 0.0231, mean_prior_absolute_error: 0.074, weighted_recall: 0.7604, number_of_instances: 20000, precision: 0.7629, predictive_accuracy: 0.7604, prior_entropy: 4.6998, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.5839, unweighted_recall: 0.7599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9633, f_measure: 0.7469, kappa: 0.7361, kb_relative_information_score: 0.7907, mean_absolute_error: 0.0241, mean_prior_absolute_error: 0.074, weighted_recall: 0.7463, number_of_instances: 20000, precision: 0.7484, predictive_accuracy: 0.7463, prior_entropy: 4.6998, relative_absolute_error: 0.3257, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1147, root_relative_squared_error: 0.5962, unweighted_recall: 0.7458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9704, f_measure: 0.7508, kappa: 0.7395, kb_relative_information_score: 0.7838, mean_absolute_error: 0.0248, mean_prior_absolute_error: 0.074, weighted_recall: 0.7495, number_of_instances: 20000, precision: 0.7536, predictive_accuracy: 0.7495, prior_entropy: 4.6998, relative_absolute_error: 0.3358, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1142, root_relative_squared_error: 0.594, unweighted_recall: 0.7492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, f_measure: 0.8158, kappa: 0.8077, kb_relative_information_score: 0.8426, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.074, weighted_recall: 0.8152, number_of_instances: 20000, precision: 0.8174, predictive_accuracy: 0.8152, prior_entropy: 4.6998, relative_absolute_error: 0.2256, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1023, root_relative_squared_error: 0.532, unweighted_recall: 0.8146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.7952, kappa: 0.7867, kb_relative_information_score: 0.8279, mean_absolute_error: 0.02, mean_prior_absolute_error: 0.074, weighted_recall: 0.7949, number_of_instances: 20000, precision: 0.7961, predictive_accuracy: 0.7949, prior_entropy: 4.6998, relative_absolute_error: 0.2703, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1043, root_relative_squared_error: 0.5426, unweighted_recall: 0.7944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.6866, kappa: 0.6729, kb_relative_information_score: 0.7371, mean_absolute_error: 0.0304, mean_prior_absolute_error: 0.074, weighted_recall: 0.6855, number_of_instances: 20000, precision: 0.6899, predictive_accuracy: 0.6855, prior_entropy: 4.6998, relative_absolute_error: 0.4107, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.126, root_relative_squared_error: 0.6554, unweighted_recall: 0.6847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.8371, kappa: 0.8301, kb_relative_information_score: 0.858, mean_absolute_error: 0.0129, mean_prior_absolute_error: 0.074, weighted_recall: 0.8366, number_of_instances: 20000, precision: 0.8389, predictive_accuracy: 0.8366, prior_entropy: 4.6998, relative_absolute_error: 0.1744, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.101, root_relative_squared_error: 0.5253, unweighted_recall: 0.8362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8696, kappa: 0.8641, kb_relative_information_score: 0.8765, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.074, weighted_recall: 0.8693, number_of_instances: 20000, precision: 0.8705, predictive_accuracy: 0.8693, prior_entropy: 4.6998, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.4949, unweighted_recall: 0.8691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.8077, kappa: 0.7996, kb_relative_information_score: 0.8384, mean_absolute_error: 0.0179, mean_prior_absolute_error: 0.074, weighted_recall: 0.8073, number_of_instances: 20000, precision: 0.8089, predictive_accuracy: 0.8073, prior_entropy: 4.6998, relative_absolute_error: 0.2417, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1034, root_relative_squared_error: 0.5375, unweighted_recall: 0.8068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9661, f_measure: 0.7517, kappa: 0.741, kb_relative_information_score: 0.7924, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.074, weighted_recall: 0.751, number_of_instances: 20000, precision: 0.7531, predictive_accuracy: 0.751, prior_entropy: 4.6998, relative_absolute_error: 0.3278, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5927, unweighted_recall: 0.7505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, f_measure: 0.7175, kappa: 0.7055, kb_relative_information_score: 0.7641, mean_absolute_error: 0.0274, mean_prior_absolute_error: 0.074, weighted_recall: 0.7169, number_of_instances: 20000, precision: 0.7191, predictive_accuracy: 0.7169, prior_entropy: 4.6998, relative_absolute_error: 0.3704, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1211, root_relative_squared_error: 0.6299, unweighted_recall: 0.7163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.8389, kappa: 0.8319, kb_relative_information_score: 0.8645, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.074, weighted_recall: 0.8384, number_of_instances: 20000, precision: 0.84, predictive_accuracy: 0.8384, prior_entropy: 4.6998, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0954, root_relative_squared_error: 0.4963, unweighted_recall: 0.8381,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9583, f_measure: 0.7492, kappa: 0.7385, kb_relative_information_score: 0.7897, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.074, weighted_recall: 0.7486, number_of_instances: 20000, precision: 0.7505, predictive_accuracy: 0.7486, prior_entropy: 4.6998, relative_absolute_error: 0.3218, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.5972, unweighted_recall: 0.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.82, kappa: 0.8122, kb_relative_information_score: 0.8499, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, weighted_recall: 0.8194, number_of_instances: 20000, precision: 0.8213, predictive_accuracy: 0.8194, prior_entropy: 4.6998, relative_absolute_error: 0.2312, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.518, unweighted_recall: 0.8191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9487, f_measure: 0.7193, kappa: 0.7075, kb_relative_information_score: 0.7666, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.074, weighted_recall: 0.7188, number_of_instances: 20000, precision: 0.7211, predictive_accuracy: 0.7188, prior_entropy: 4.6998, relative_absolute_error: 0.3572, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1218, root_relative_squared_error: 0.6332, unweighted_recall: 0.7184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9615, f_measure: 0.7983, kappa: 0.7895, kb_relative_information_score: 0.83, mean_absolute_error: 0.0193, mean_prior_absolute_error: 0.074, weighted_recall: 0.7977, number_of_instances: 20000, precision: 0.7996, predictive_accuracy: 0.7977, prior_entropy: 4.6998, relative_absolute_error: 0.2608, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1054, root_relative_squared_error: 0.5479, unweighted_recall: 0.7973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9587, f_measure: 0.8423, kappa: 0.8355, kb_relative_information_score: 0.8651, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, weighted_recall: 0.8419, number_of_instances: 20000, precision: 0.8435, predictive_accuracy: 0.8419, prior_entropy: 4.6998, relative_absolute_error: 0.1871, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.095, root_relative_squared_error: 0.4938, unweighted_recall: 0.8415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9529, f_measure: 0.7699, kappa: 0.7603, kb_relative_information_score: 0.8091, mean_absolute_error: 0.0214, mean_prior_absolute_error: 0.074, weighted_recall: 0.7696, number_of_instances: 20000, precision: 0.7709, predictive_accuracy: 0.7696, prior_entropy: 4.6998, relative_absolute_error: 0.2895, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.5794, unweighted_recall: 0.7689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9644, f_measure: 0.8284, kappa: 0.8211, kb_relative_information_score: 0.8559, mean_absolute_error: 0.0158, mean_prior_absolute_error: 0.074, weighted_recall: 0.828, number_of_instances: 20000, precision: 0.8294, predictive_accuracy: 0.828, prior_entropy: 4.6998, relative_absolute_error: 0.213, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0976, root_relative_squared_error: 0.5078, unweighted_recall: 0.8275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9563, f_measure: 0.7657, kappa: 0.7557, kb_relative_information_score: 0.8065, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.074, weighted_recall: 0.7651, number_of_instances: 20000, precision: 0.7671, predictive_accuracy: 0.7651, prior_entropy: 4.6998, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1119, root_relative_squared_error: 0.5821, unweighted_recall: 0.7646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5495, kappa: 0.0326, kb_relative_information_score: 0.0575, mean_absolute_error: 0.0723, mean_prior_absolute_error: 0.074, weighted_recall: 0.0718, number_of_instances: 20000, predictive_accuracy: 0.0718, prior_entropy: 4.6998, relative_absolute_error: 0.9776, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.9887, unweighted_recall: 0.0688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.6392, kappa: 0.6277, kb_relative_information_score: 0.6887, mean_absolute_error: 0.0318, mean_prior_absolute_error: 0.074, weighted_recall: 0.6421, number_of_instances: 20000, precision: 0.6557, predictive_accuracy: 0.6421, prior_entropy: 4.6998, relative_absolute_error: 0.43, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.7248, unweighted_recall: 0.6409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8821, kappa: 0.8773, kb_relative_information_score: 0.8805, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.882, number_of_instances: 20000, precision: 0.8822, predictive_accuracy: 0.882, prior_entropy: 4.6998, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.4954, unweighted_recall: 0.8817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.8819, kappa: 0.8771, kb_relative_information_score: 0.8803, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.074, weighted_recall: 0.8819, number_of_instances: 20000, precision: 0.8821, predictive_accuracy: 0.8819, prior_entropy: 4.6998, relative_absolute_error: 0.1229, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0953, root_relative_squared_error: 0.4957, unweighted_recall: 0.8816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9749, kappa: 0.9739, kb_relative_information_score: 0.9746, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.074, weighted_recall: 0.975, number_of_instances: 20000, precision: 0.9751, predictive_accuracy: 0.975, prior_entropy: 4.6998, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0439, root_relative_squared_error: 0.2283, unweighted_recall: 0.9747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9403, kappa: 0.9378, kb_relative_information_score: 0.9128, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.074, weighted_recall: 0.9402, number_of_instances: 20000, precision: 0.9409, predictive_accuracy: 0.9402, prior_entropy: 4.6998, relative_absolute_error: 0.1872, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0702, root_relative_squared_error: 0.365, unweighted_recall: 0.9399,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7254, kappa: 0.4508, kb_relative_information_score: 0.465, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.074, weighted_recall: 0.4722, number_of_instances: 20000, predictive_accuracy: 0.4722, prior_entropy: 4.6998, relative_absolute_error: 0.549, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2015, root_relative_squared_error: 1.0478, usercpu_time_millis: 1.44, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 1.42, unweighted_recall: 0.4694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.8653, kappa: 0.8567, kb_relative_information_score: 0.7376, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.074, weighted_recall: 0.8623, number_of_instances: 20000, precision: 0.8775, predictive_accuracy: 0.8623, prior_entropy: 4.6998, relative_absolute_error: 0.4653, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1128, root_relative_squared_error: 0.5867, unweighted_recall: 0.8616,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.8607, kappa: 0.8519, kb_relative_information_score: 0.7361, mean_absolute_error: 0.0343, mean_prior_absolute_error: 0.074, weighted_recall: 0.8576, number_of_instances: 20000, precision: 0.8738, predictive_accuracy: 0.8576, prior_entropy: 4.6998, relative_absolute_error: 0.4632, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.113, root_relative_squared_error: 0.5878, unweighted_recall: 0.8569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9421, kappa: 0.9396, kb_relative_information_score: 0.9142, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.074, weighted_recall: 0.9419, number_of_instances: 20000, precision: 0.9429, predictive_accuracy: 0.9419, prior_entropy: 4.6998, relative_absolute_error: 0.1845, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.3625, unweighted_recall: 0.9416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.8805, kappa: 0.8757, kb_relative_information_score: 0.8789, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.074, weighted_recall: 0.8805, number_of_instances: 20000, precision: 0.8807, predictive_accuracy: 0.8805, prior_entropy: 4.6998, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0959, root_relative_squared_error: 0.4987, unweighted_recall: 0.8802,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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