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: 0.8399, f_measure: 0.8886, kappa: 0.4404, kb_relative_information_score: 0.1988, mean_absolute_error: 0.1223, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8931, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8931, prior_entropy: 0.5206, relative_absolute_error: 0.5918, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2861, root_relative_squared_error: 0.8902, unweighted_recall: 0.7037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.844, f_measure: 0.8851, kappa: 0.413, kb_relative_information_score: 0.1418, mean_absolute_error: 0.131, mean_prior_absolute_error: 0.2066, weighted_recall: 0.892, number_of_instances: 45211, precision: 0.881, predictive_accuracy: 0.892, prior_entropy: 0.5206, relative_absolute_error: 0.634, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2838, root_relative_squared_error: 0.8829, unweighted_recall: 0.6839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8699, f_measure: 0.8822, kappa: 0.374, kb_relative_information_score: 0.106, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8957, number_of_instances: 45211, precision: 0.8791, predictive_accuracy: 0.8957, prior_entropy: 0.5206, relative_absolute_error: 0.6894, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.856, unweighted_recall: 0.6508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7478, f_measure: 0.879, kappa: 0.4022, kb_relative_information_score: 0.192, mean_absolute_error: 0.1242, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8816, number_of_instances: 45211, precision: 0.8768, predictive_accuracy: 0.8816, prior_entropy: 0.5206, relative_absolute_error: 0.6011, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3283, root_relative_squared_error: 1.0214, unweighted_recall: 0.6928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.892, f_measure: 0.8901, kappa: 0.433, kb_relative_information_score: 0.1733, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, weighted_recall: 0.898, number_of_instances: 45211, precision: 0.8864, predictive_accuracy: 0.898, prior_entropy: 0.5206, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2664, root_relative_squared_error: 0.8287, unweighted_recall: 0.6885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.743, f_measure: 0.8819, kappa: 0.4124, kb_relative_information_score: 0.2197, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8853, number_of_instances: 45211, precision: 0.8791, predictive_accuracy: 0.8853, prior_entropy: 0.5206, relative_absolute_error: 0.5834, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3278, root_relative_squared_error: 1.02, unweighted_recall: 0.6948,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.83, f_measure: 0.8862, kappa: 0.4266, kb_relative_information_score: 0.1865, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8912, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8912, prior_entropy: 0.5206, relative_absolute_error: 0.598, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2913, root_relative_squared_error: 0.9064, unweighted_recall: 0.6958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8892, f_measure: 0.8901, kappa: 0.4361, kb_relative_information_score: 0.174, mean_absolute_error: 0.1295, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8973, number_of_instances: 45211, precision: 0.8864, predictive_accuracy: 0.8973, prior_entropy: 0.5206, relative_absolute_error: 0.6267, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.8343, unweighted_recall: 0.6921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.8904, kappa: 0.4441, kb_relative_information_score: 0.1849, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8961, number_of_instances: 45211, precision: 0.8869, predictive_accuracy: 0.8961, prior_entropy: 0.5206, relative_absolute_error: 0.6085, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2727, root_relative_squared_error: 0.8485, unweighted_recall: 0.7009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.8855, kappa: 0.4039, kb_relative_information_score: 0.1374, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8952, number_of_instances: 45211, precision: 0.8814, predictive_accuracy: 0.8952, prior_entropy: 0.5206, relative_absolute_error: 0.6538, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2738, root_relative_squared_error: 0.8519, unweighted_recall: 0.6719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8749, f_measure: 0.8834, kappa: 0.3909, kb_relative_information_score: 0.1263, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8938, number_of_instances: 45211, precision: 0.8791, predictive_accuracy: 0.8938, prior_entropy: 0.5206, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8522, unweighted_recall: 0.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.888, kappa: 0.4237, kb_relative_information_score: 0.1579, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8957, number_of_instances: 45211, precision: 0.884, predictive_accuracy: 0.8957, prior_entropy: 0.5206, relative_absolute_error: 0.6325, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2728, root_relative_squared_error: 0.8486, unweighted_recall: 0.6856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8709, f_measure: 0.8878, kappa: 0.4332, kb_relative_information_score: 0.1864, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8931, number_of_instances: 45211, precision: 0.8843, predictive_accuracy: 0.8931, prior_entropy: 0.5206, relative_absolute_error: 0.607, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2778, root_relative_squared_error: 0.8644, unweighted_recall: 0.6977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8109, f_measure: 0.8844, kappa: 0.4256, kb_relative_information_score: 0.1953, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8877, number_of_instances: 45211, precision: 0.8818, predictive_accuracy: 0.8877, prior_entropy: 0.5206, relative_absolute_error: 0.599, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3022, root_relative_squared_error: 0.9402, unweighted_recall: 0.7014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8194, f_measure: 0.8862, kappa: 0.4318, kb_relative_information_score: 0.1873, mean_absolute_error: 0.1228, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8899, number_of_instances: 45211, precision: 0.8833, predictive_accuracy: 0.8899, prior_entropy: 0.5206, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2953, root_relative_squared_error: 0.9188, unweighted_recall: 0.7024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.8834, kappa: 0.3911, kb_relative_information_score: 0.1247, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8937, number_of_instances: 45211, precision: 0.8791, predictive_accuracy: 0.8937, prior_entropy: 0.5206, relative_absolute_error: 0.6658, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.8581, unweighted_recall: 0.6652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8912, kappa: 0.4458, kb_relative_information_score: 0.1872, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8975, number_of_instances: 45211, precision: 0.8877, predictive_accuracy: 0.8975, prior_entropy: 0.5206, relative_absolute_error: 0.6109, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8454, unweighted_recall: 0.6996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, f_measure: 0.8897, kappa: 0.4392, kb_relative_information_score: 0.1722, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8957, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.8957, prior_entropy: 0.5206, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2766, root_relative_squared_error: 0.8607, unweighted_recall: 0.6977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8772, f_measure: 0.8935, kappa: 0.4636, kb_relative_information_score: 0.2001, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8981, number_of_instances: 45211, precision: 0.8904, predictive_accuracy: 0.8981, prior_entropy: 0.5206, relative_absolute_error: 0.6016, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8455, unweighted_recall: 0.7132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.8795, kappa: 0.3555, kb_relative_information_score: 0.0882, mean_absolute_error: 0.1471, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8944, number_of_instances: 45211, precision: 0.8765, predictive_accuracy: 0.8944, prior_entropy: 0.5206, relative_absolute_error: 0.7118, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.278, root_relative_squared_error: 0.8649, unweighted_recall: 0.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7386, f_measure: 0.8789, kappa: 0.4011, kb_relative_information_score: 0.1932, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8816, number_of_instances: 45211, precision: 0.8766, predictive_accuracy: 0.8816, prior_entropy: 0.5206, relative_absolute_error: 0.6023, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3323, root_relative_squared_error: 1.0338, unweighted_recall: 0.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.8801, kappa: 0.3769, kb_relative_information_score: 0.1122, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8899, number_of_instances: 45211, precision: 0.8753, predictive_accuracy: 0.8899, prior_entropy: 0.5206, relative_absolute_error: 0.6535, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2876, root_relative_squared_error: 0.8948, unweighted_recall: 0.6611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.8879, kappa: 0.4308, kb_relative_information_score: 0.1701, mean_absolute_error: 0.1273, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8938, number_of_instances: 45211, precision: 0.8842, predictive_accuracy: 0.8938, prior_entropy: 0.5206, relative_absolute_error: 0.616, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2758, root_relative_squared_error: 0.8583, unweighted_recall: 0.6945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, f_measure: 0.8845, kappa: 0.4222, kb_relative_information_score: 0.183, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8885, number_of_instances: 45211, precision: 0.8814, predictive_accuracy: 0.8885, prior_entropy: 0.5206, relative_absolute_error: 0.6025, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2939, root_relative_squared_error: 0.9143, unweighted_recall: 0.6972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8908, kappa: 0.4465, kb_relative_information_score: 0.1974, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8963, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.8963, prior_entropy: 0.5206, relative_absolute_error: 0.6001, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2734, root_relative_squared_error: 0.8505, unweighted_recall: 0.7025,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.891, kappa: 0.4426, kb_relative_information_score: 0.1834, mean_absolute_error: 0.1271, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8976, number_of_instances: 45211, precision: 0.8873, predictive_accuracy: 0.8976, prior_entropy: 0.5206, relative_absolute_error: 0.6153, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2675, root_relative_squared_error: 0.8324, unweighted_recall: 0.6967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.8846, kappa: 0.407, kb_relative_information_score: 0.1512, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8924, number_of_instances: 45211, precision: 0.8803, predictive_accuracy: 0.8924, prior_entropy: 0.5206, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2872, root_relative_squared_error: 0.8936, unweighted_recall: 0.6788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7655, f_measure: 0.8813, kappa: 0.4119, kb_relative_information_score: 0.1903, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8841, number_of_instances: 45211, precision: 0.8788, predictive_accuracy: 0.8841, prior_entropy: 0.5206, relative_absolute_error: 0.6, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3211, root_relative_squared_error: 0.9992, unweighted_recall: 0.6965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.8873, kappa: 0.4282, kb_relative_information_score: 0.1748, mean_absolute_error: 0.1267, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8931, number_of_instances: 45211, precision: 0.8836, predictive_accuracy: 0.8931, prior_entropy: 0.5206, relative_absolute_error: 0.613, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.278, root_relative_squared_error: 0.865, unweighted_recall: 0.6936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8874, f_measure: 0.8898, kappa: 0.4319, kb_relative_information_score: 0.172, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8977, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.8977, prior_entropy: 0.5206, relative_absolute_error: 0.6274, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8356, unweighted_recall: 0.6882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8502, f_measure: 0.8862, kappa: 0.4227, kb_relative_information_score: 0.1793, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2066, weighted_recall: 0.892, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.892, prior_entropy: 0.5206, relative_absolute_error: 0.6097, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.8782, unweighted_recall: 0.6913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.8899, kappa: 0.4357, kb_relative_information_score: 0.1782, mean_absolute_error: 0.1275, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8969, number_of_instances: 45211, precision: 0.8861, predictive_accuracy: 0.8969, prior_entropy: 0.5206, relative_absolute_error: 0.6171, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.8396, unweighted_recall: 0.6926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8828, f_measure: 0.8932, kappa: 0.4565, kb_relative_information_score: 0.1969, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8992, number_of_instances: 45211, precision: 0.8898, predictive_accuracy: 0.8992, prior_entropy: 0.5206, relative_absolute_error: 0.6068, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8339, unweighted_recall: 0.7049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.8889, kappa: 0.44, kb_relative_information_score: 0.1939, mean_absolute_error: 0.1239, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8937, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8937, prior_entropy: 0.5206, relative_absolute_error: 0.5997, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8729, unweighted_recall: 0.7021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7407, f_measure: 0.8804, kappa: 0.4136, kb_relative_information_score: 0.2234, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.2066, weighted_recall: 0.882, number_of_instances: 45211, precision: 0.879, predictive_accuracy: 0.882, prior_entropy: 0.5206, relative_absolute_error: 0.585, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3311, root_relative_squared_error: 1.0303, unweighted_recall: 0.7014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8891, kappa: 0.4358, kb_relative_information_score: 0.1874, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8952, number_of_instances: 45211, precision: 0.8854, predictive_accuracy: 0.8952, prior_entropy: 0.5206, relative_absolute_error: 0.6138, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2715, root_relative_squared_error: 0.8448, unweighted_recall: 0.6959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.8846, kappa: 0.4048, kb_relative_information_score: 0.1476, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2066, weighted_recall: 0.893, number_of_instances: 45211, precision: 0.8804, predictive_accuracy: 0.893, prior_entropy: 0.5206, relative_absolute_error: 0.6363, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.8662, unweighted_recall: 0.6761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8944, f_measure: 0.8939, kappa: 0.4573, kb_relative_information_score: 0.1901, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9005, number_of_instances: 45211, precision: 0.8905, predictive_accuracy: 0.9005, prior_entropy: 0.5206, relative_absolute_error: 0.6186, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2642, root_relative_squared_error: 0.822, unweighted_recall: 0.7029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8925, kappa: 0.4557, kb_relative_information_score: 0.2001, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8978, number_of_instances: 45211, precision: 0.8892, predictive_accuracy: 0.8978, prior_entropy: 0.5206, relative_absolute_error: 0.6018, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2671, root_relative_squared_error: 0.8309, unweighted_recall: 0.7071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8408, f_measure: 0.886, kappa: 0.4233, kb_relative_information_score: 0.1743, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8914, number_of_instances: 45211, precision: 0.8823, predictive_accuracy: 0.8914, prior_entropy: 0.5206, relative_absolute_error: 0.6075, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2863, root_relative_squared_error: 0.8907, unweighted_recall: 0.6929,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8943, f_measure: 0.8895, kappa: 0.4302, kb_relative_information_score: 0.1744, mean_absolute_error: 0.1298, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8975, number_of_instances: 45211, precision: 0.8858, predictive_accuracy: 0.8975, prior_entropy: 0.5206, relative_absolute_error: 0.628, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.8297, unweighted_recall: 0.6872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8275, f_measure: 0.8817, kappa: 0.388, kb_relative_information_score: 0.1268, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8906, number_of_instances: 45211, precision: 0.877, predictive_accuracy: 0.8906, prior_entropy: 0.5206, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.9029, unweighted_recall: 0.6678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.8813, kappa: 0.3772, kb_relative_information_score: 0.106, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8926, number_of_instances: 45211, precision: 0.8769, predictive_accuracy: 0.8926, prior_entropy: 0.5206, relative_absolute_error: 0.6795, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.278, root_relative_squared_error: 0.8651, unweighted_recall: 0.6574,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8788, f_measure: 0.8908, kappa: 0.443, kb_relative_information_score: 0.1829, mean_absolute_error: 0.1264, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8972, number_of_instances: 45211, precision: 0.8872, predictive_accuracy: 0.8972, prior_entropy: 0.5206, relative_absolute_error: 0.6118, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2723, root_relative_squared_error: 0.8472, unweighted_recall: 0.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7307, f_measure: 0.8786, kappa: 0.4013, kb_relative_information_score: 0.2001, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8808, number_of_instances: 45211, precision: 0.8765, predictive_accuracy: 0.8808, prior_entropy: 0.5206, relative_absolute_error: 0.6006, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3354, root_relative_squared_error: 1.0434, unweighted_recall: 0.6933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8784, f_measure: 0.8919, kappa: 0.4505, kb_relative_information_score: 0.1873, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8977, number_of_instances: 45211, precision: 0.8884, predictive_accuracy: 0.8977, prior_entropy: 0.5206, relative_absolute_error: 0.6082, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2712, root_relative_squared_error: 0.8438, unweighted_recall: 0.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8942, f_measure: 0.8899, kappa: 0.435, kb_relative_information_score: 0.1744, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8972, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.8972, prior_entropy: 0.5206, relative_absolute_error: 0.626, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2667, root_relative_squared_error: 0.8298, unweighted_recall: 0.6915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8813, f_measure: 0.8926, kappa: 0.4569, kb_relative_information_score: 0.2033, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8977, number_of_instances: 45211, precision: 0.8893, predictive_accuracy: 0.8977, prior_entropy: 0.5206, relative_absolute_error: 0.6002, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.8404, unweighted_recall: 0.7084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, f_measure: 0.8794, kappa: 0.3558, kb_relative_information_score: 0.0768, mean_absolute_error: 0.1483, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8942, number_of_instances: 45211, precision: 0.8763, predictive_accuracy: 0.8942, prior_entropy: 0.5206, relative_absolute_error: 0.7178, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2794, root_relative_squared_error: 0.8692, unweighted_recall: 0.6415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8787, f_measure: 0.8878, kappa: 0.4185, kb_relative_information_score: 0.1455, mean_absolute_error: 0.134, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8966, number_of_instances: 45211, precision: 0.8839, predictive_accuracy: 0.8966, prior_entropy: 0.5206, relative_absolute_error: 0.6487, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2709, root_relative_squared_error: 0.8428, unweighted_recall: 0.6801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8759, f_measure: 0.8893, kappa: 0.4354, kb_relative_information_score: 0.1801, mean_absolute_error: 0.127, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8957, number_of_instances: 45211, precision: 0.8855, predictive_accuracy: 0.8957, prior_entropy: 0.5206, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.8483, unweighted_recall: 0.6947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.8863, kappa: 0.4003, kb_relative_information_score: 0.107, mean_absolute_error: 0.1406, mean_prior_absolute_error: 0.2066, weighted_recall: 0.898, number_of_instances: 45211, precision: 0.8832, predictive_accuracy: 0.898, prior_entropy: 0.5206, relative_absolute_error: 0.6804, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.8457, unweighted_recall: 0.6647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8157, f_measure: 0.8847, kappa: 0.4266, kb_relative_information_score: 0.2034, mean_absolute_error: 0.1225, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8879, number_of_instances: 45211, precision: 0.882, predictive_accuracy: 0.8879, prior_entropy: 0.5206, relative_absolute_error: 0.5927, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3016, root_relative_squared_error: 0.9384, unweighted_recall: 0.7018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8492, f_measure: 0.8813, kappa: 0.3738, kb_relative_information_score: 0.0992, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8935, number_of_instances: 45211, precision: 0.8772, predictive_accuracy: 0.8935, prior_entropy: 0.5206, relative_absolute_error: 0.6858, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.8726, unweighted_recall: 0.6539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8353, f_measure: 0.8855, kappa: 0.4222, kb_relative_information_score: 0.1838, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8908, number_of_instances: 45211, precision: 0.8819, predictive_accuracy: 0.8908, prior_entropy: 0.5206, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2927, root_relative_squared_error: 0.9108, unweighted_recall: 0.6932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8462, f_measure: 0.8857, kappa: 0.4273, kb_relative_information_score: 0.1956, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, weighted_recall: 0.89, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.89, prior_entropy: 0.5206, relative_absolute_error: 0.5957, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2864, root_relative_squared_error: 0.8912, unweighted_recall: 0.6986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.8777, kappa: 0.4021, kb_relative_information_score: 0.2079, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8789, number_of_instances: 45211, precision: 0.8765, predictive_accuracy: 0.8789, prior_entropy: 0.5206, relative_absolute_error: 0.5987, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3399, root_relative_squared_error: 1.0575, unweighted_recall: 0.6971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.8869, kappa: 0.4182, kb_relative_information_score: 0.1701, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8947, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8947, prior_entropy: 0.5206, relative_absolute_error: 0.6259, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.8415, unweighted_recall: 0.6833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9021, f_measure: 0.8931, kappa: 0.4486, kb_relative_information_score: 0.1831, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, weighted_recall: 0.9009, number_of_instances: 45211, precision: 0.8897, predictive_accuracy: 0.9009, prior_entropy: 0.5206, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2625, root_relative_squared_error: 0.8166, unweighted_recall: 0.6951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8783, f_measure: 0.891, kappa: 0.4479, kb_relative_information_score: 0.2006, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8965, number_of_instances: 45211, precision: 0.8876, predictive_accuracy: 0.8965, prior_entropy: 0.5206, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8455, unweighted_recall: 0.7032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.8794, kappa: 0.3548, kb_relative_information_score: 0.0888, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2066, weighted_recall: 0.8945, number_of_instances: 45211, precision: 0.8766, predictive_accuracy: 0.8945, prior_entropy: 0.5206, relative_absolute_error: 0.7181, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8631, unweighted_recall: 0.6404,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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

OpenML APIs