OpenML
Supervised Classification on bank-marketing

Supervised Classification on bank-marketing

Task 145833 Supervised Classification bank-marketing 22645 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1853.3841, usercpu_time_millis: 1.703, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 1.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1846.6923, usercpu_time_millis: 1.722, usercpu_time_millis_testing: 0.443, usercpu_time_millis_training: 1.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1846.6923, usercpu_time_millis: 1.684, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 1.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1897.201, usercpu_time_millis: 1.613, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 1.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8923, f_measure: 0.8672, kappa: 0.2552, kb_relative_information_score: 6332.1485, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8775, predictive_accuracy: 0.8952, prior_entropy: 0.5207, recall: 0.8952, relative_absolute_error: 0.7953, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.278, root_relative_squared_error: 0.8648, scimark_benchmark: 1844.149, usercpu_time_millis: 2.085, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 1.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1841.5689, usercpu_time_millis: 1.699, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 1.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.8288, kappa: 0.0042, kb_relative_information_score: 1403.0382, mean_absolute_error: 0.1961, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8482, predictive_accuracy: 0.8831, prior_entropy: 0.5207, recall: 0.8831, relative_absolute_error: 0.9491, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.9542, scimark_benchmark: 1852.355, usercpu_time_millis: 1.77, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 1.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1873.349, usercpu_time_millis: 1.608, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 1.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1856.125, usercpu_time_millis: 1.606, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 1.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1868.8556, usercpu_time_millis: 1.591, usercpu_time_millis_testing: 0.376, usercpu_time_millis_training: 1.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 1.64, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1843.1261, usercpu_time_millis: 1.731, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 1.315,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1844.2371, usercpu_time_millis: 1.757, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 1.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.886, kappa: 0.3869, kb_relative_information_score: 9081.2832, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8857, predictive_accuracy: 0.9011, prior_entropy: 0.5207, recall: 0.9011, relative_absolute_error: 0.6929, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8318, scimark_benchmark: 1836.3978, usercpu_time_millis: 6.85, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 6.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8473, f_measure: 0.8348, kappa: 0.0432, kb_relative_information_score: 2733.556, mean_absolute_error: 0.186, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8579, predictive_accuracy: 0.8845, prior_entropy: 0.5207, recall: 0.8845, relative_absolute_error: 0.9003, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2959, root_relative_squared_error: 0.9206, scimark_benchmark: 1847.2233, usercpu_time_millis: 1.692, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 1.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.873, kappa: 0.2937, kb_relative_information_score: 6914.6205, mean_absolute_error: 0.1599, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8809, predictive_accuracy: 0.8975, prior_entropy: 0.5207, recall: 0.8975, relative_absolute_error: 0.774, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2753, root_relative_squared_error: 0.8567, scimark_benchmark: 1915.1938, usercpu_time_millis: 2.128, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 1.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1850.9136, usercpu_time_millis: 1.654, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 1.26,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 1.685, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 1.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1914.2118, usercpu_time_millis: 1.603, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 1.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1923.824, usercpu_time_millis: 1.532, usercpu_time_millis_testing: 0.365, usercpu_time_millis_training: 1.167,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8075, f_measure: 0.8281, kappa: -0, kb_relative_information_score: -97.3332, mean_absolute_error: 0.2033, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9842, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3166, root_relative_squared_error: 0.985, scimark_benchmark: 1852.4707, usercpu_time_millis: 1.641, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 1.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, f_measure: 0.8779, kappa: 0.3282, kb_relative_information_score: 7749.1101, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8822, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.7433, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.8435, scimark_benchmark: 1923.824, usercpu_time_millis: 2.71, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 2.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1852.5406, usercpu_time_millis: 1.702, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 1.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1853.5297, usercpu_time_millis: 1.699, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 1.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1846.2342, usercpu_time_millis: 1.74, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1849.3014, usercpu_time_millis: 1.637, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 1.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8925, f_measure: 0.8296, kappa: 0.0098, kb_relative_information_score: 2786.0002, mean_absolute_error: 0.1898, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8468, predictive_accuracy: 0.8832, prior_entropy: 0.5207, recall: 0.8832, relative_absolute_error: 0.9184, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2986, root_relative_squared_error: 0.9292, scimark_benchmark: 1847.2753, usercpu_time_millis: 1.94, usercpu_time_millis_testing: 0.433, usercpu_time_millis_training: 1.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1850.2875, usercpu_time_millis: 1.714, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 1.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.8663, kappa: 0.2487, kb_relative_information_score: 6289.8128, mean_absolute_error: 0.1648, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8776, predictive_accuracy: 0.895, prior_entropy: 0.5207, recall: 0.895, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.8639, scimark_benchmark: 1850.8706, usercpu_time_millis: 2.023, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8755, kappa: 0.3116, kb_relative_information_score: 7340.693, mean_absolute_error: 0.1568, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8813, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.7587, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.85, scimark_benchmark: 1849.9572, usercpu_time_millis: 2.523, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 2.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8867, kappa: 0.3926, kb_relative_information_score: 9254.5255, mean_absolute_error: 0.1415, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.9012, prior_entropy: 0.5207, recall: 0.9012, relative_absolute_error: 0.6848, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.267, root_relative_squared_error: 0.8306, scimark_benchmark: 1850.8185, usercpu_time_millis: 7.773, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 7.337,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8864, kappa: 0.39, kb_relative_information_score: 9150.6571, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8859, predictive_accuracy: 0.9011, prior_entropy: 0.5207, recall: 0.9011, relative_absolute_error: 0.6897, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2672, root_relative_squared_error: 0.8313, scimark_benchmark: 1850.2875, usercpu_time_millis: 7.288, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 6.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1842.598, usercpu_time_millis: 1.707, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.887, kappa: 0.3949, kb_relative_information_score: 9308.2296, mean_absolute_error: 0.141, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8862, predictive_accuracy: 0.9013, prior_entropy: 0.5207, recall: 0.9013, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.8303, scimark_benchmark: 1850.3603, usercpu_time_millis: 8.28, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 7.858,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1805.7313, usercpu_time_millis: 1.7, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 1.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1842.3446, usercpu_time_millis: 1.657, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.262,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1843.5489, usercpu_time_millis: 1.672, usercpu_time_millis_testing: 0.407, usercpu_time_millis_training: 1.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1829.088, usercpu_time_millis: 1.732, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 1.309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9085, f_measure: 0.8847, kappa: 0.3763, kb_relative_information_score: 8770.4761, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8856, predictive_accuracy: 0.9011, prior_entropy: 0.5207, recall: 0.9011, relative_absolute_error: 0.7057, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.8343, scimark_benchmark: 1850.7795, usercpu_time_millis: 5.032, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 4.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8281, kappa: -0, kb_relative_information_score: 1103.6378, mean_absolute_error: 0.2, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.968, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3116, root_relative_squared_error: 0.9696, scimark_benchmark: 1850.465, usercpu_time_millis: 1.806, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 1.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9088, f_measure: 0.8858, kappa: 0.3848, kb_relative_information_score: 9023.6296, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8859, predictive_accuracy: 0.9012, prior_entropy: 0.5207, recall: 0.9012, relative_absolute_error: 0.6958, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.8325, scimark_benchmark: 1891.1841, usercpu_time_millis: 5.922, usercpu_time_millis_testing: 0.369, usercpu_time_millis_training: 5.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1837.9722, usercpu_time_millis: 1.619, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1908.1135, usercpu_time_millis: 1.641, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.246,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8849, kappa: 0.3776, kb_relative_information_score: 8769.2735, mean_absolute_error: 0.1457, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8858, predictive_accuracy: 0.9012, prior_entropy: 0.5207, recall: 0.9012, relative_absolute_error: 0.7053, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2681, root_relative_squared_error: 0.834, scimark_benchmark: 1832.9612, usercpu_time_millis: 4.709, usercpu_time_millis_testing: 0.38, usercpu_time_millis_training: 4.329,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8745, f_measure: 0.8365, kappa: 0.0541, kb_relative_information_score: 3655.3663, mean_absolute_error: 0.1829, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8594, predictive_accuracy: 0.8849, prior_entropy: 0.5207, recall: 0.8849, relative_absolute_error: 0.8852, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2922, root_relative_squared_error: 0.909, scimark_benchmark: 1925.9991, usercpu_time_millis: 1.747, usercpu_time_millis_testing: 0.379, usercpu_time_millis_training: 1.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9045, f_measure: 0.8799, kappa: 0.3433, kb_relative_information_score: 8067.6555, mean_absolute_error: 0.1512, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8994, prior_entropy: 0.5207, recall: 0.8994, relative_absolute_error: 0.7317, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.8415, scimark_benchmark: 1924.2186, usercpu_time_millis: 3.041, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 2.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1850.7795, usercpu_time_millis: 1.748, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 1.34,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1845.147, usercpu_time_millis: 1.785, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 1.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1847.2179, usercpu_time_millis: 1.678, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 1.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1775.1095, usercpu_time_millis: 1.629, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1773.787, usercpu_time_millis: 1.637, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 1.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1803.5749, usercpu_time_millis: 1.751, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 1.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1850.9136, usercpu_time_millis: 1.6, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 1.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.8851, kappa: 0.3796, kb_relative_information_score: 8847.1703, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8858, predictive_accuracy: 0.9012, prior_entropy: 0.5207, recall: 0.9012, relative_absolute_error: 0.703, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8339, scimark_benchmark: 1792.544, usercpu_time_millis: 6.22, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 5.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1781.4347, usercpu_time_millis: 1.684, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 1.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1778.7523, usercpu_time_millis: 1.761, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 1.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.8862, kappa: 0.3886, kb_relative_information_score: 9112.0756, mean_absolute_error: 0.1429, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8859, predictive_accuracy: 0.9012, prior_entropy: 0.5207, recall: 0.9012, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8317, scimark_benchmark: 1758.2823, usercpu_time_millis: 7.179, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 6.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1758.1892, usercpu_time_millis: 1.753, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1775.907, usercpu_time_millis: 1.777, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 1.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1849.447, usercpu_time_millis: 1.706, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 1.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.8282, kb_relative_information_score: 1.4932, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.7797, predictive_accuracy: 0.883, prior_entropy: 0.5207, recall: 0.883, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3214, root_relative_squared_error: 1, scimark_benchmark: 1828.7413, usercpu_time_millis: 1.867, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 1.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9087, f_measure: 0.8863, kappa: 0.3893, kb_relative_information_score: 9126.5924, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.886, predictive_accuracy: 0.9013, prior_entropy: 0.5207, recall: 0.9013, relative_absolute_error: 0.6911, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2673, root_relative_squared_error: 0.8316, scimark_benchmark: 1757.5852, usercpu_time_millis: 6.879, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 6.451,

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