OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 14965 Supervised Classification bank-marketing 40465 runs submitted
1 likes downloaded by 5 people , 7 total downloads 0 issues
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  • OpenML-CC18 OpenML100 study_123 study_14 study_218 study_50 study_99
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8876, kappa: 0.3924, kb_relative_information_score: 0.1907, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9034, number_of_instances: 45211, precision: 0.8891, predictive_accuracy: 0.9034, prior_entropy: 0.5206, relative_absolute_error: 0.6523, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7823, unweighted_recall: 0.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8998, kappa: 0.4861, kb_relative_information_score: 0.2299, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.6073, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.251, root_relative_squared_error: 0.781, unweighted_recall: 0.7143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9332, f_measure: 0.8994, kappa: 0.4851, kb_relative_information_score: 0.2401, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7781, unweighted_recall: 0.7148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 0.0001, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.9016, kappa: 0.498, kb_relative_information_score: 0.2378, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9073, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9073, prior_entropy: 0.5206, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.7787, unweighted_recall: 0.7226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9229, f_measure: 0.86, kappa: 0.2031, kb_relative_information_score: 0.0953, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8945, number_of_instances: 45211, precision: 0.8837, predictive_accuracy: 0.8945, prior_entropy: 0.5206, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8318, unweighted_recall: 0.5651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.928, f_measure: 0.8685, kappa: 0.2593, kb_relative_information_score: 0.13, mean_absolute_error: 0.1478, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8978, number_of_instances: 45211, precision: 0.8859, predictive_accuracy: 0.8978, prior_entropy: 0.5206, relative_absolute_error: 0.7156, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.8067, unweighted_recall: 0.5866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8965, kappa: 0.4574, kb_relative_information_score: 0.2197, mean_absolute_error: 0.1284, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9063, number_of_instances: 45211, precision: 0.8946, predictive_accuracy: 0.9063, prior_entropy: 0.5206, relative_absolute_error: 0.6216, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.25, root_relative_squared_error: 0.7778, unweighted_recall: 0.6911,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.8766, kappa: 0.3165, kb_relative_information_score: 0.1381, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8996, number_of_instances: 45211, precision: 0.8843, predictive_accuracy: 0.8996, prior_entropy: 0.5206, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2619, root_relative_squared_error: 0.8147, unweighted_recall: 0.6125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.8646, kappa: 0.2341, kb_relative_information_score: 0.1183, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8958, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8958, prior_entropy: 0.5206, relative_absolute_error: 0.7433, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2639, root_relative_squared_error: 0.8212, unweighted_recall: 0.5771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.8999, kappa: 0.4877, kb_relative_information_score: 0.2433, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9061, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9061, prior_entropy: 0.5206, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.7775, unweighted_recall: 0.7164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8981, kappa: 0.4708, kb_relative_information_score: 0.2285, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9063, number_of_instances: 45211, precision: 0.8955, predictive_accuracy: 0.9063, prior_entropy: 0.5206, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.7766, unweighted_recall: 0.7017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8768, kappa: 0.316, kb_relative_information_score: 0.1627, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9001, number_of_instances: 45211, precision: 0.8858, predictive_accuracy: 0.9001, prior_entropy: 0.5206, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7917, unweighted_recall: 0.6117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9006, kappa: 0.4942, kb_relative_information_score: 0.2349, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.906, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.906, prior_entropy: 0.5206, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7773, unweighted_recall: 0.7222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8993, kappa: 0.4881, kb_relative_information_score: 0.2448, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9048, number_of_instances: 45211, precision: 0.8964, predictive_accuracy: 0.9048, prior_entropy: 0.5206, relative_absolute_error: 0.5915, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7862, unweighted_recall: 0.7198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9192, f_measure: 0.8574, kappa: 0.1862, kb_relative_information_score: 0.0916, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8937, number_of_instances: 45211, precision: 0.8842, predictive_accuracy: 0.8937, prior_entropy: 0.5206, relative_absolute_error: 0.7838, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.8418, unweighted_recall: 0.5589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9269, f_measure: 0.8984, kappa: 0.4872, kb_relative_information_score: 0.2397, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9031, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9031, prior_entropy: 0.5206, relative_absolute_error: 0.5904, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.7955, unweighted_recall: 0.7228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.8977, kappa: 0.4844, kb_relative_information_score: 0.2358, mean_absolute_error: 0.1222, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9023, number_of_instances: 45211, precision: 0.8949, predictive_accuracy: 0.9023, prior_entropy: 0.5206, relative_absolute_error: 0.5916, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7995, unweighted_recall: 0.7222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.8969, kappa: 0.463, kb_relative_information_score: 0.2242, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9056, number_of_instances: 45211, precision: 0.8943, predictive_accuracy: 0.9056, prior_entropy: 0.5206, relative_absolute_error: 0.6138, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7836, unweighted_recall: 0.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.935, f_measure: 0.8999, kappa: 0.4831, kb_relative_information_score: 0.2313, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9072, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.9072, prior_entropy: 0.5206, relative_absolute_error: 0.6082, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.7753, unweighted_recall: 0.7098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.9002, kappa: 0.4884, kb_relative_information_score: 0.2404, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9066, number_of_instances: 45211, precision: 0.8974, predictive_accuracy: 0.9066, prior_entropy: 0.5206, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7794, unweighted_recall: 0.7158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.8973, kappa: 0.4689, kb_relative_information_score: 0.219, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9051, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9051, prior_entropy: 0.5206, relative_absolute_error: 0.6185, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7793, unweighted_recall: 0.7028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9335, f_measure: 0.8999, kappa: 0.4898, kb_relative_information_score: 0.2327, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9056, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9056, prior_entropy: 0.5206, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.7774, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9344, f_measure: 0.8932, kappa: 0.4331, kb_relative_information_score: 0.2038, mean_absolute_error: 0.1317, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9052, number_of_instances: 45211, precision: 0.8922, predictive_accuracy: 0.9052, prior_entropy: 0.5206, relative_absolute_error: 0.6376, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.7791, unweighted_recall: 0.6753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8963, kappa: 0.4576, kb_relative_information_score: 0.215, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8941, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7821, unweighted_recall: 0.6924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.8995, kappa: 0.4817, kb_relative_information_score: 0.2284, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9068, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9068, prior_entropy: 0.5206, relative_absolute_error: 0.6112, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.7763, unweighted_recall: 0.7096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.934, f_measure: 0.9001, kappa: 0.4884, kb_relative_information_score: 0.2335, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.8973, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.6047, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2495, root_relative_squared_error: 0.7762, unweighted_recall: 0.7162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9357, f_measure: 0.9003, kappa: 0.4865, kb_relative_information_score: 0.2286, mean_absolute_error: 0.1259, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9073, number_of_instances: 45211, precision: 0.8976, predictive_accuracy: 0.9073, prior_entropy: 0.5206, relative_absolute_error: 0.6096, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2487, root_relative_squared_error: 0.7737, unweighted_recall: 0.7125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, f_measure: 0.8772, kappa: 0.3201, kb_relative_information_score: 0.1645, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8999, number_of_instances: 45211, precision: 0.8849, predictive_accuracy: 0.8999, prior_entropy: 0.5206, relative_absolute_error: 0.6895, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2571, root_relative_squared_error: 0.8001, unweighted_recall: 0.6141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.8979, kappa: 0.473, kb_relative_information_score: 0.2325, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9054, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9054, prior_entropy: 0.5206, relative_absolute_error: 0.6058, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.251, root_relative_squared_error: 0.781, unweighted_recall: 0.7054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.8989, kappa: 0.4782, kb_relative_information_score: 0.226, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.6131, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7821, unweighted_recall: 0.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9343, f_measure: 0.891, kappa: 0.4167, kb_relative_information_score: 0.1952, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9047, number_of_instances: 45211, precision: 0.8911, predictive_accuracy: 0.9047, prior_entropy: 0.5206, relative_absolute_error: 0.6456, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.7803, unweighted_recall: 0.6648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.8965, kappa: 0.458, kb_relative_information_score: 0.2189, mean_absolute_error: 0.1285, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.6217, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.7776, unweighted_recall: 0.6919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.876, kappa: 0.3112, kb_relative_information_score: 0.1579, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8996, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.8996, prior_entropy: 0.5206, relative_absolute_error: 0.6829, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.7929, unweighted_recall: 0.6098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.9008, kappa: 0.4948, kb_relative_information_score: 0.2248, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.898, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7795, unweighted_recall: 0.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8993, kappa: 0.482, kb_relative_information_score: 0.2265, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9063, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9063, prior_entropy: 0.5206, relative_absolute_error: 0.6138, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7782, unweighted_recall: 0.7111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8986, kappa: 0.4758, kb_relative_information_score: 0.2165, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.8959, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7812, unweighted_recall: 0.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8964, kappa: 0.4588, kb_relative_information_score: 0.2209, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8942, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2502, root_relative_squared_error: 0.7785, unweighted_recall: 0.6934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9355, f_measure: 0.8972, kappa: 0.4625, kb_relative_information_score: 0.2179, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9065, number_of_instances: 45211, precision: 0.8951, predictive_accuracy: 0.9065, prior_entropy: 0.5206, relative_absolute_error: 0.623, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2492, root_relative_squared_error: 0.7755, unweighted_recall: 0.6946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.8643, kappa: 0.2312, kb_relative_information_score: 0.1297, mean_absolute_error: 0.1518, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8961, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8961, prior_entropy: 0.5206, relative_absolute_error: 0.7346, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.8141, unweighted_recall: 0.5756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8997, kappa: 0.4905, kb_relative_information_score: 0.2418, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9051, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9051, prior_entropy: 0.5206, relative_absolute_error: 0.5927, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7858, unweighted_recall: 0.7212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.9006, kappa: 0.4942, kb_relative_information_score: 0.2349, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.906, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.906, prior_entropy: 0.5206, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7773, unweighted_recall: 0.7222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8992, kappa: 0.4786, kb_relative_information_score: 0.228, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, weighted_recall: 0.907, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.907, prior_entropy: 0.5206, relative_absolute_error: 0.6122, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2488, root_relative_squared_error: 0.7742, unweighted_recall: 0.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9177, f_measure: 0.8575, kappa: 0.187, kb_relative_information_score: 0.0955, mean_absolute_error: 0.1617, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8937, number_of_instances: 45211, precision: 0.8838, predictive_accuracy: 0.8937, prior_entropy: 0.5206, relative_absolute_error: 0.7825, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2695, root_relative_squared_error: 0.8384, unweighted_recall: 0.5592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.8784, kappa: 0.3269, kb_relative_information_score: 0.1666, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9007, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.9007, prior_entropy: 0.5206, relative_absolute_error: 0.6912, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.7969, unweighted_recall: 0.6168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.8953, kappa: 0.448, kb_relative_information_score: 0.2113, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9059, number_of_instances: 45211, precision: 0.8937, predictive_accuracy: 0.9059, prior_entropy: 0.5206, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.7802, unweighted_recall: 0.6848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.8992, kappa: 0.4862, kb_relative_information_score: 0.239, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9049, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9049, prior_entropy: 0.5206, relative_absolute_error: 0.5965, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2521, root_relative_squared_error: 0.7843, unweighted_recall: 0.7178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9206, f_measure: 0.8629, kappa: 0.2232, kb_relative_information_score: 0.1087, mean_absolute_error: 0.1561, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8953, number_of_instances: 45211, precision: 0.8827, predictive_accuracy: 0.8953, prior_entropy: 0.5206, relative_absolute_error: 0.7554, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.8294, unweighted_recall: 0.5728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9321, f_measure: 0.878, kappa: 0.324, kb_relative_information_score: 0.1662, mean_absolute_error: 0.1411, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9007, number_of_instances: 45211, precision: 0.8866, predictive_accuracy: 0.9007, prior_entropy: 0.5206, relative_absolute_error: 0.6829, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2548, root_relative_squared_error: 0.7927, unweighted_recall: 0.6152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.8776, kappa: 0.3219, kb_relative_information_score: 0.1642, mean_absolute_error: 0.1434, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9005, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.9005, prior_entropy: 0.5206, relative_absolute_error: 0.694, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2564, root_relative_squared_error: 0.7978, unweighted_recall: 0.6144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, f_measure: 0.8995, kappa: 0.4846, kb_relative_information_score: 0.2291, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9061, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9061, prior_entropy: 0.5206, relative_absolute_error: 0.607, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.782, unweighted_recall: 0.7137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9305, f_measure: 0.8993, kappa: 0.4839, kb_relative_information_score: 0.2274, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9059, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9059, prior_entropy: 0.5206, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.251, root_relative_squared_error: 0.7811, unweighted_recall: 0.7136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9326, f_measure: 0.9001, kappa: 0.4884, kb_relative_information_score: 0.2243, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9063, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.9063, prior_entropy: 0.5206, relative_absolute_error: 0.6105, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7782, unweighted_recall: 0.7164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.8991, kappa: 0.4872, kb_relative_information_score: 0.2431, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9046, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9046, prior_entropy: 0.5206, relative_absolute_error: 0.5925, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.7838, unweighted_recall: 0.7194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9308, f_measure: 0.8832, kappa: 0.3601, kb_relative_information_score: 0.1766, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9024, number_of_instances: 45211, precision: 0.888, predictive_accuracy: 0.9024, prior_entropy: 0.5206, relative_absolute_error: 0.6696, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.7901, unweighted_recall: 0.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9274, f_measure: 0.8991, kappa: 0.49, kb_relative_information_score: 0.2427, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9038, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9038, prior_entropy: 0.5206, relative_absolute_error: 0.5895, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.7936, unweighted_recall: 0.7238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7643, kb_relative_information_score: 0.0229, mean_absolute_error: 0.1994, mean_prior_absolute_error: 0.2066, weighted_recall: 0.883, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5206, relative_absolute_error: 0.9652, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.311, root_relative_squared_error: 0.9675, unweighted_recall: 0.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9327, f_measure: 0.8991, kappa: 0.4805, kb_relative_information_score: 0.2344, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9061, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9061, prior_entropy: 0.5206, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2509, root_relative_squared_error: 0.7807, unweighted_recall: 0.7103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.88, kappa: 0.3375, kb_relative_information_score: 0.1705, mean_absolute_error: 0.1394, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9014, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.9014, prior_entropy: 0.5206, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2536, root_relative_squared_error: 0.7892, unweighted_recall: 0.6215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9345, f_measure: 0.8998, kappa: 0.4842, kb_relative_information_score: 0.2304, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9067, number_of_instances: 45211, precision: 0.897, predictive_accuracy: 0.9067, prior_entropy: 0.5206, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2493, root_relative_squared_error: 0.7757, unweighted_recall: 0.7119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9324, f_measure: 0.888, kappa: 0.3945, kb_relative_information_score: 0.191, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9038, number_of_instances: 45211, precision: 0.8898, predictive_accuracy: 0.9038, prior_entropy: 0.5206, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7852, unweighted_recall: 0.6516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9222, f_measure: 0.8608, kappa: 0.2084, kb_relative_information_score: 0.1159, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8947, number_of_instances: 45211, precision: 0.8835, predictive_accuracy: 0.8947, prior_entropy: 0.5206, relative_absolute_error: 0.7509, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2643, root_relative_squared_error: 0.8225, unweighted_recall: 0.5671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9316, f_measure: 0.8996, kappa: 0.4898, kb_relative_information_score: 0.2451, mean_absolute_error: 0.1224, mean_prior_absolute_error: 0.2066, weighted_recall: 0.905, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.905, prior_entropy: 0.5206, relative_absolute_error: 0.5922, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2519, root_relative_squared_error: 0.7837, unweighted_recall: 0.7208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9337, f_measure: 0.8989, kappa: 0.4793, kb_relative_information_score: 0.2381, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9061, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9061, prior_entropy: 0.5206, relative_absolute_error: 0.602, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2501, root_relative_squared_error: 0.7783, unweighted_recall: 0.7092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8692, kappa: 0.2633, kb_relative_information_score: 0.1316, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.2066, weighted_recall: 0.898, number_of_instances: 45211, precision: 0.8859, predictive_accuracy: 0.898, prior_entropy: 0.5206, relative_absolute_error: 0.7287, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2617, root_relative_squared_error: 0.8142, unweighted_recall: 0.5883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9346, f_measure: 0.8996, kappa: 0.4844, kb_relative_information_score: 0.2402, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9063, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9063, prior_entropy: 0.5206, relative_absolute_error: 0.6011, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2494, root_relative_squared_error: 0.7761, unweighted_recall: 0.7131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9319, f_measure: 0.8885, kappa: 0.3981, kb_relative_information_score: 0.2137, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9039, number_of_instances: 45211, precision: 0.8899, predictive_accuracy: 0.9039, prior_entropy: 0.5206, relative_absolute_error: 0.664, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2528, root_relative_squared_error: 0.7867, unweighted_recall: 0.6538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8856, kappa: 0.3785, kb_relative_information_score: 0.1772, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9028, number_of_instances: 45211, precision: 0.8883, predictive_accuracy: 0.9028, prior_entropy: 0.5206, relative_absolute_error: 0.6662, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2553, root_relative_squared_error: 0.7943, unweighted_recall: 0.6432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9264, f_measure: 0.8638, kappa: 0.2282, kb_relative_information_score: 0.1124, mean_absolute_error: 0.1545, mean_prior_absolute_error: 0.2066, weighted_recall: 0.896, number_of_instances: 45211, precision: 0.8848, predictive_accuracy: 0.896, prior_entropy: 0.5206, relative_absolute_error: 0.7479, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2637, root_relative_squared_error: 0.8205, unweighted_recall: 0.5744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.9001, kappa: 0.49, kb_relative_information_score: 0.241, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, weighted_recall: 0.906, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.906, prior_entropy: 0.5206, relative_absolute_error: 0.5974, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.7792, unweighted_recall: 0.7185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9277, f_measure: 0.8856, kappa: 0.3785, kb_relative_information_score: 0.1772, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9028, number_of_instances: 45211, precision: 0.8883, predictive_accuracy: 0.9028, prior_entropy: 0.5206, relative_absolute_error: 0.6662, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2553, root_relative_squared_error: 0.7943, unweighted_recall: 0.6432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9318, f_measure: 0.8997, kappa: 0.488, kb_relative_information_score: 0.2389, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9057, number_of_instances: 45211, precision: 0.8968, predictive_accuracy: 0.9057, prior_entropy: 0.5206, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.783, unweighted_recall: 0.7175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8992, kappa: 0.4864, kb_relative_information_score: 0.2413, mean_absolute_error: 0.123, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9049, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9049, prior_entropy: 0.5206, relative_absolute_error: 0.5952, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2514, root_relative_squared_error: 0.7821, unweighted_recall: 0.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.8696, kappa: 0.2674, kb_relative_information_score: 0.14, mean_absolute_error: 0.1498, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8978, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8978, prior_entropy: 0.5206, relative_absolute_error: 0.725, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.8118, unweighted_recall: 0.5903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8776, kappa: 0.3223, kb_relative_information_score: 0.1648, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9001, number_of_instances: 45211, precision: 0.8852, predictive_accuracy: 0.9001, prior_entropy: 0.5206, relative_absolute_error: 0.6886, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.257, root_relative_squared_error: 0.7997, unweighted_recall: 0.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9186, f_measure: 0.8643, kappa: 0.2316, kb_relative_information_score: 0.136, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.2066, weighted_recall: 0.896, number_of_instances: 45211, precision: 0.8839, predictive_accuracy: 0.896, prior_entropy: 0.5206, relative_absolute_error: 0.7539, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2651, root_relative_squared_error: 0.8248, unweighted_recall: 0.5759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.8987, kappa: 0.4796, kb_relative_information_score: 0.2406, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9055, number_of_instances: 45211, precision: 0.8958, predictive_accuracy: 0.9055, prior_entropy: 0.5206, relative_absolute_error: 0.5985, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.7804, unweighted_recall: 0.7107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9334, f_measure: 0.8991, kappa: 0.4832, kb_relative_information_score: 0.2426, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9055, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9055, prior_entropy: 0.5206, relative_absolute_error: 0.5973, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.7792, unweighted_recall: 0.7139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.9012, kappa: 0.4967, kb_relative_information_score: 0.2263, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9068, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9068, prior_entropy: 0.5206, relative_absolute_error: 0.6071, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2503, root_relative_squared_error: 0.7787, unweighted_recall: 0.7225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9356, f_measure: 0.898, kappa: 0.4691, kb_relative_information_score: 0.2212, mean_absolute_error: 0.1279, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9066, number_of_instances: 45211, precision: 0.8956, predictive_accuracy: 0.9066, prior_entropy: 0.5206, relative_absolute_error: 0.6192, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.775, unweighted_recall: 0.6997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9325, f_measure: 0.8991, kappa: 0.4819, kb_relative_information_score: 0.2224, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9057, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9057, prior_entropy: 0.5206, relative_absolute_error: 0.6143, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2508, root_relative_squared_error: 0.7802, unweighted_recall: 0.7122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8963, kappa: 0.4561, kb_relative_information_score: 0.2115, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9063, number_of_instances: 45211, precision: 0.8945, predictive_accuracy: 0.9063, prior_entropy: 0.5206, relative_absolute_error: 0.6284, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.7799, unweighted_recall: 0.6902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.933, f_measure: 0.9003, kappa: 0.4889, kb_relative_information_score: 0.2373, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9067, number_of_instances: 45211, precision: 0.8975, predictive_accuracy: 0.9067, prior_entropy: 0.5206, relative_absolute_error: 0.601, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2504, root_relative_squared_error: 0.779, unweighted_recall: 0.7161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8961, kappa: 0.458, kb_relative_information_score: 0.2165, mean_absolute_error: 0.1286, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9053, number_of_instances: 45211, precision: 0.8937, predictive_accuracy: 0.9053, prior_entropy: 0.5206, relative_absolute_error: 0.6224, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7849, unweighted_recall: 0.6936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9338, f_measure: 0.8993, kappa: 0.4817, kb_relative_information_score: 0.2301, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.8965, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.7772, unweighted_recall: 0.7106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, f_measure: 0.8989, kappa: 0.4807, kb_relative_information_score: 0.2283, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8961, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.6099, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2499, root_relative_squared_error: 0.7776, unweighted_recall: 0.7112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.8859, kappa: 0.3792, kb_relative_information_score: 0.1854, mean_absolute_error: 0.1364, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9033, number_of_instances: 45211, precision: 0.8892, predictive_accuracy: 0.9033, prior_entropy: 0.5206, relative_absolute_error: 0.6599, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7851, unweighted_recall: 0.6429,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8383, kappa: 0.0636, kb_relative_information_score: 0.0686, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8867, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8867, prior_entropy: 0.5206, relative_absolute_error: 0.8562, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2845, root_relative_squared_error: 0.8852, unweighted_recall: 0.5186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9322, f_measure: 0.8965, kappa: 0.4566, kb_relative_information_score: 0.2146, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9064, number_of_instances: 45211, precision: 0.8946, predictive_accuracy: 0.9064, prior_entropy: 0.5206, relative_absolute_error: 0.628, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2505, root_relative_squared_error: 0.7793, unweighted_recall: 0.6904,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.932, f_measure: 0.8959, kappa: 0.4531, kb_relative_information_score: 0.2123, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.2066, weighted_recall: 0.906, number_of_instances: 45211, precision: 0.894, predictive_accuracy: 0.906, prior_entropy: 0.5206, relative_absolute_error: 0.6285, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2507, root_relative_squared_error: 0.7799, unweighted_recall: 0.6886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8289, kappa: 0.0045, kb_relative_information_score: 0.0295, mean_absolute_error: 0.1803, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8832, number_of_instances: 45211, precision: 0.8709, predictive_accuracy: 0.8832, prior_entropy: 0.5206, relative_absolute_error: 0.8725, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.288, root_relative_squared_error: 0.896, unweighted_recall: 0.5013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9317, f_measure: 0.8977, kappa: 0.4707, kb_relative_information_score: 0.2155, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9056, number_of_instances: 45211, precision: 0.895, predictive_accuracy: 0.9056, prior_entropy: 0.5206, relative_absolute_error: 0.6239, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7815, unweighted_recall: 0.7032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.8955, kappa: 0.4493, kb_relative_information_score: 0.2203, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9062, number_of_instances: 45211, precision: 0.894, predictive_accuracy: 0.9062, prior_entropy: 0.5206, relative_absolute_error: 0.632, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2506, root_relative_squared_error: 0.7796, unweighted_recall: 0.6852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9188, f_measure: 0.8771, kappa: 0.3201, kb_relative_information_score: 0.1405, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8997, number_of_instances: 45211, precision: 0.8843, predictive_accuracy: 0.8997, prior_entropy: 0.5206, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.262, root_relative_squared_error: 0.815, unweighted_recall: 0.6143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.8994, kappa: 0.4799, kb_relative_information_score: 0.2292, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9069, number_of_instances: 45211, precision: 0.8967, predictive_accuracy: 0.9069, prior_entropy: 0.5206, relative_absolute_error: 0.6107, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2491, root_relative_squared_error: 0.775, unweighted_recall: 0.7079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, f_measure: 0.8642, kappa: 0.2308, kb_relative_information_score: 0.1142, mean_absolute_error: 0.1543, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8961, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8961, prior_entropy: 0.5206, relative_absolute_error: 0.747, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.8225, unweighted_recall: 0.5755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.8584, kappa: 0.1923, kb_relative_information_score: 0.1003, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.2066, weighted_recall: 0.894, number_of_instances: 45211, precision: 0.8841, predictive_accuracy: 0.894, prior_entropy: 0.5206, relative_absolute_error: 0.7774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8358, unweighted_recall: 0.5611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8673, kappa: 0.2528, kb_relative_information_score: 0.1222, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8967, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8967, prior_entropy: 0.5206, relative_absolute_error: 0.7341, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2633, root_relative_squared_error: 0.8194, unweighted_recall: 0.5846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9341, f_measure: 0.891, kappa: 0.4179, kb_relative_information_score: 0.1953, mean_absolute_error: 0.1332, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9043, number_of_instances: 45211, precision: 0.8906, predictive_accuracy: 0.9043, prior_entropy: 0.5206, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7812, unweighted_recall: 0.6663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, f_measure: 0.8952, kappa: 0.4479, kb_relative_information_score: 0.2089, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9058, number_of_instances: 45211, precision: 0.8936, predictive_accuracy: 0.9058, prior_entropy: 0.5206, relative_absolute_error: 0.633, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7857, unweighted_recall: 0.6849,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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

OpenML APIs