OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 14965 Supervised Classification bank-marketing 40465 runs submitted
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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: 0.4999, kb_relative_information_score: 188.4614, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9936, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 205.3755, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7509, kb_relative_information_score: -11732.9072, mean_absolute_error: 0.1916, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9274, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3081, root_relative_squared_error: 0.9588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 63.8984, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7393, kb_relative_information_score: -357.9611, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3213, root_relative_squared_error: 0.9996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 73.8862, mean_absolute_error: 0.2061, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: -12.6653, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: -1753.6784, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.008, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 16.7435, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.847, kb_relative_information_score: -152.5847, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9865, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -3304.0558, mean_absolute_error: 0.2098, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.0152, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, kb_relative_information_score: -965.1874, mean_absolute_error: 0.207, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.002, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.32, root_relative_squared_error: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 59.1253, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -1929.3975, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.0088, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -564.5177, mean_absolute_error: 0.2071, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.0026, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: 6.915, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 29.9878, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -976.1642, mean_absolute_error: 0.2075, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.0044, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, kb_relative_information_score: -28.5692, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7903, kb_relative_information_score: -1550.1896, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.001, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9938,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: -6582.5498, mean_absolute_error: 0.213, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 1.0308, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3215, root_relative_squared_error: 1.0003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7858, kb_relative_information_score: -220.6392, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3206, root_relative_squared_error: 0.9976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8628, f_measure: 0.8497, kappa: 0.1448, kb_relative_information_score: 297.2645, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8577, predictive_accuracy: 0.8868, prior_entropy: 0.5207, recall: 0.8868, relative_absolute_error: 0.7956, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.284, root_relative_squared_error: 0.8838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8514, f_measure: 0.85, kappa: 0.1533, kb_relative_information_score: -1624.965, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8501, predictive_accuracy: 0.8841, prior_entropy: 0.5207, recall: 0.8841, relative_absolute_error: 0.8204, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.9021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7487, kb_relative_information_score: -7436.7988, mean_absolute_error: 0.1989, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9629, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.9713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, kb_relative_information_score: 544.2203, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9814, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7527, kb_relative_information_score: -3216.2454, mean_absolute_error: 0.2036, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3172, root_relative_squared_error: 0.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8627, kb_relative_information_score: -9.342, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.32, root_relative_squared_error: 0.9957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8849, f_measure: 0.8912, kappa: 0.4481, kb_relative_information_score: 9403.4195, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8878, predictive_accuracy: 0.8968, prior_entropy: 0.5207, recall: 0.8968, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2688, root_relative_squared_error: 0.8364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8093, f_measure: 0.8832, kappa: 0.4198, kb_relative_information_score: 8337.862, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8806, predictive_accuracy: 0.8863, prior_entropy: 0.5207, recall: 0.8863, relative_absolute_error: 0.5998, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.9369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.863, f_measure: 0.8885, kappa: 0.4403, kb_relative_information_score: 9314.5802, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8853, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.8715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.8888, kappa: 0.4412, kb_relative_information_score: 8355.5964, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8856, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6048, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2802, root_relative_squared_error: 0.8719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8495, f_measure: 0.8866, kappa: 0.4312, kb_relative_information_score: 8407.4513, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8834, predictive_accuracy: 0.891, prior_entropy: 0.5207, recall: 0.891, relative_absolute_error: 0.6035, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2851, root_relative_squared_error: 0.8871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, f_measure: 0.8819, kappa: 0.4104, kb_relative_information_score: 8367.8007, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8788, predictive_accuracy: 0.8858, prior_entropy: 0.5207, recall: 0.8858, relative_absolute_error: 0.5987, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3096, root_relative_squared_error: 0.9632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.8882, kappa: 0.445, kb_relative_information_score: 9274.5081, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8858, predictive_accuracy: 0.8911, prior_entropy: 0.5207, recall: 0.8911, relative_absolute_error: 0.5864, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2904, root_relative_squared_error: 0.9034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8635, f_measure: 0.8885, kappa: 0.4411, kb_relative_information_score: 9309.6162, mean_absolute_error: 0.1218, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8928, prior_entropy: 0.5207, recall: 0.8928, relative_absolute_error: 0.5897, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.28, root_relative_squared_error: 0.8713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7829, f_measure: 0.8806, kappa: 0.408, kb_relative_information_score: 8092.0833, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8781, predictive_accuracy: 0.8836, prior_entropy: 0.5207, recall: 0.8836, relative_absolute_error: 0.6042, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3118, root_relative_squared_error: 0.9702,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8202, f_measure: 0.8881, kappa: 0.4466, kb_relative_information_score: 9412.2444, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.8906, prior_entropy: 0.5207, recall: 0.8906, relative_absolute_error: 0.5831, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2957, root_relative_squared_error: 0.9201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8448, f_measure: 0.8847, kappa: 0.4224, kb_relative_information_score: 8178.4389, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8815, predictive_accuracy: 0.8889, prior_entropy: 0.5207, recall: 0.8889, relative_absolute_error: 0.6052, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2889, root_relative_squared_error: 0.8989,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8045, f_measure: 0.8828, kappa: 0.42, kb_relative_information_score: 8291.8372, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8805, predictive_accuracy: 0.8856, prior_entropy: 0.5207, recall: 0.8856, relative_absolute_error: 0.5995, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.9411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.888, kappa: 0.4369, kb_relative_information_score: 8256.0395, mean_absolute_error: 0.1252, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8847, predictive_accuracy: 0.8926, prior_entropy: 0.5207, recall: 0.8926, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2808, root_relative_squared_error: 0.8737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8765, f_measure: 0.8906, kappa: 0.4496, kb_relative_information_score: 9195.23, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8874, predictive_accuracy: 0.8952, prior_entropy: 0.5207, recall: 0.8952, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2749, root_relative_squared_error: 0.8552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8375, f_measure: 0.8886, kappa: 0.447, kb_relative_information_score: 9300.5754, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.8915, prior_entropy: 0.5207, recall: 0.8915, relative_absolute_error: 0.5844, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.9003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.885, f_measure: 0.8916, kappa: 0.4518, kb_relative_information_score: 9479.0793, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8883, predictive_accuracy: 0.8967, prior_entropy: 0.5207, recall: 0.8967, relative_absolute_error: 0.5935, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.8428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.8907, kappa: 0.4455, kb_relative_information_score: 9067.8321, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8872, predictive_accuracy: 0.8964, prior_entropy: 0.5207, recall: 0.8964, relative_absolute_error: 0.6034, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2713, root_relative_squared_error: 0.8441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.8884, kappa: 0.4437, kb_relative_information_score: 9393.2929, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8857, predictive_accuracy: 0.8919, prior_entropy: 0.5207, recall: 0.8919, relative_absolute_error: 0.5889, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2829, root_relative_squared_error: 0.8801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8561, f_measure: 0.8885, kappa: 0.4448, kb_relative_information_score: 9335.7261, mean_absolute_error: 0.1217, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8859, predictive_accuracy: 0.8919, prior_entropy: 0.5207, recall: 0.8919, relative_absolute_error: 0.5889, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.283, root_relative_squared_error: 0.8805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.891, kappa: 0.4504, kb_relative_information_score: 8761.7235, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8878, predictive_accuracy: 0.8959, prior_entropy: 0.5207, recall: 0.8959, relative_absolute_error: 0.6053, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2729, root_relative_squared_error: 0.8492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.8879, kappa: 0.4361, kb_relative_information_score: 8494.6906, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8926, prior_entropy: 0.5207, recall: 0.8926, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2821, root_relative_squared_error: 0.8777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8401, f_measure: 0.8884, kappa: 0.4458, kb_relative_information_score: 9276.8034, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.8915, prior_entropy: 0.5207, recall: 0.8915, relative_absolute_error: 0.585, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2884, root_relative_squared_error: 0.8974,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.8904, kappa: 0.4476, kb_relative_information_score: 8641.8109, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8871, predictive_accuracy: 0.8952, prior_entropy: 0.5207, recall: 0.8952, relative_absolute_error: 0.6041, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.8576,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8925, kappa: 0.4552, kb_relative_information_score: 9439.3447, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8892, predictive_accuracy: 0.898, prior_entropy: 0.5207, recall: 0.898, relative_absolute_error: 0.5972, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2666, root_relative_squared_error: 0.8296,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8916, kappa: 0.4496, kb_relative_information_score: 9346.0823, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8881, predictive_accuracy: 0.8972, prior_entropy: 0.5207, recall: 0.8972, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.891, kappa: 0.4472, kb_relative_information_score: 9337.605, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8876, predictive_accuracy: 0.8966, prior_entropy: 0.5207, recall: 0.8966, relative_absolute_error: 0.6039, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.8344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8735, f_measure: 0.89, kappa: 0.4445, kb_relative_information_score: 8643.9687, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8866, predictive_accuracy: 0.8951, prior_entropy: 0.5207, recall: 0.8951, relative_absolute_error: 0.6047, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2744, root_relative_squared_error: 0.8539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8359, f_measure: 0.8849, kappa: 0.4263, kb_relative_information_score: 8293.736, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8821, predictive_accuracy: 0.8885, prior_entropy: 0.5207, recall: 0.8885, relative_absolute_error: 0.6028, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.9079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.8913, kappa: 0.4498, kb_relative_information_score: 9429.8358, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8879, predictive_accuracy: 0.8966, prior_entropy: 0.5207, recall: 0.8966, relative_absolute_error: 0.5969, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8351, f_measure: 0.8854, kappa: 0.4292, kb_relative_information_score: 8341.7304, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8889, prior_entropy: 0.5207, recall: 0.8889, relative_absolute_error: 0.6017, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.9078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8839, f_measure: 0.8917, kappa: 0.4522, kb_relative_information_score: 9507.8812, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8884, predictive_accuracy: 0.8969, prior_entropy: 0.5207, recall: 0.8969, relative_absolute_error: 0.593, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2708, root_relative_squared_error: 0.8425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8638, f_measure: 0.8885, kappa: 0.4407, kb_relative_information_score: 9297.5866, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8928, prior_entropy: 0.5207, recall: 0.8928, relative_absolute_error: 0.5901, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.8721,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, f_measure: 0.8885, kappa: 0.4403, kb_relative_information_score: 9288.1464, mean_absolute_error: 0.1219, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8929, prior_entropy: 0.5207, recall: 0.8929, relative_absolute_error: 0.59, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2802, root_relative_squared_error: 0.8717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8362, f_measure: 0.8873, kappa: 0.4416, kb_relative_information_score: 9330.3979, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.885, predictive_accuracy: 0.8901, prior_entropy: 0.5207, recall: 0.8901, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2906, root_relative_squared_error: 0.9042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7577, f_measure: 0.8808, kappa: 0.4166, kb_relative_information_score: 9786.1934, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8796, predictive_accuracy: 0.8822, prior_entropy: 0.5207, recall: 0.8822, relative_absolute_error: 0.5835, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7876, f_measure: 0.8835, kappa: 0.4227, kb_relative_information_score: 9619.8233, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.8863, prior_entropy: 0.5207, recall: 0.8863, relative_absolute_error: 0.5818, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.8887, kappa: 0.4453, kb_relative_information_score: 9420.1457, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.8922, prior_entropy: 0.5207, recall: 0.8922, relative_absolute_error: 0.588, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2826, root_relative_squared_error: 0.8793,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8012, f_measure: 0.8857, kappa: 0.4351, kb_relative_information_score: 9451.2426, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8836, predictive_accuracy: 0.8883, prior_entropy: 0.5207, recall: 0.8883, relative_absolute_error: 0.5843, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.9438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8673, f_measure: 0.8893, kappa: 0.4447, kb_relative_information_score: 9274.3328, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.8935, prior_entropy: 0.5207, recall: 0.8935, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, f_measure: 0.8914, kappa: 0.4489, kb_relative_information_score: 9175.6362, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8879, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.6038, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2702, root_relative_squared_error: 0.8406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8908, kappa: 0.4461, kb_relative_information_score: 9275.5061, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.8964, prior_entropy: 0.5207, recall: 0.8964, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2687, root_relative_squared_error: 0.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.887, kappa: 0.439, kb_relative_information_score: 9433.7983, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8901, prior_entropy: 0.5207, recall: 0.8901, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.9192,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8062, f_measure: 0.8866, kappa: 0.4399, kb_relative_information_score: 9623.9293, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8846, predictive_accuracy: 0.8889, prior_entropy: 0.5207, recall: 0.8889, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.9385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8913, kappa: 0.4499, kb_relative_information_score: 9439.6225, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.888, predictive_accuracy: 0.8967, prior_entropy: 0.5207, recall: 0.8967, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2674, root_relative_squared_error: 0.8319,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8916, kappa: 0.4515, kb_relative_information_score: 9458.3779, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8883, predictive_accuracy: 0.8969, prior_entropy: 0.5207, recall: 0.8969, relative_absolute_error: 0.5966, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.8887, kappa: 0.4409, kb_relative_information_score: 8329.4828, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6051, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7764, f_measure: 0.8798, kappa: 0.4028, kb_relative_information_score: 8189.1934, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8771, predictive_accuracy: 0.8831, prior_entropy: 0.5207, recall: 0.8831, relative_absolute_error: 0.6029, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3139, root_relative_squared_error: 0.9765,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8669, f_measure: 0.8903, kappa: 0.4461, kb_relative_information_score: 8628.0254, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8869, predictive_accuracy: 0.8953, prior_entropy: 0.5207, recall: 0.8953, relative_absolute_error: 0.6024, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.863,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8741, f_measure: 0.8902, kappa: 0.4456, kb_relative_information_score: 8687.7137, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8868, predictive_accuracy: 0.8952, prior_entropy: 0.5207, recall: 0.8952, relative_absolute_error: 0.6042, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2742, root_relative_squared_error: 0.8532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.8846, kappa: 0.429, kb_relative_information_score: 9461.6489, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.8873, prior_entropy: 0.5207, recall: 0.8873, relative_absolute_error: 0.5832, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3044, root_relative_squared_error: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8867, f_measure: 0.8911, kappa: 0.4466, kb_relative_information_score: 9233.9091, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8876, predictive_accuracy: 0.8969, prior_entropy: 0.5207, recall: 0.8969, relative_absolute_error: 0.6051, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.8327,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.8908, kappa: 0.4501, kb_relative_information_score: 9203.2496, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8876, predictive_accuracy: 0.8954, prior_entropy: 0.5207, recall: 0.8954, relative_absolute_error: 0.5938, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2747, root_relative_squared_error: 0.8548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8864, kappa: 0.4305, kb_relative_information_score: 8387.5684, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8832, predictive_accuracy: 0.8907, prior_entropy: 0.5207, recall: 0.8907, relative_absolute_error: 0.6034, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.285, root_relative_squared_error: 0.8869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.8916, kappa: 0.4513, kb_relative_information_score: 9446.3619, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8882, predictive_accuracy: 0.8968, prior_entropy: 0.5207, recall: 0.8968, relative_absolute_error: 0.5937, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.271, root_relative_squared_error: 0.8431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.8882, kappa: 0.4426, kb_relative_information_score: 9397.1204, mean_absolute_error: 0.1216, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8917, prior_entropy: 0.5207, recall: 0.8917, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2828, root_relative_squared_error: 0.8799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8414, f_measure: 0.8853, kappa: 0.4266, kb_relative_information_score: 8231.136, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8823, predictive_accuracy: 0.8893, prior_entropy: 0.5207, recall: 0.8893, relative_absolute_error: 0.6032, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.9002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7314, f_measure: 0.88, kappa: 0.4038, kb_relative_information_score: 9038.5093, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8833, prior_entropy: 0.5207, recall: 0.8833, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3338, root_relative_squared_error: 1.0384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.8856, kappa: 0.4247, kb_relative_information_score: 8249.8234, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8822, predictive_accuracy: 0.8903, prior_entropy: 0.5207, recall: 0.8903, relative_absolute_error: 0.6046, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.8971,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs