Task
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: 0.9105, f_measure: 0.8451, kappa: 0.1069, kb_relative_information_score: 3774.1214, mean_absolute_error: 0.1715, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8817, predictive_accuracy: 0.8891, prior_entropy: 0.5207, recall: 0.8891, relative_absolute_error: 0.8301, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2779, root_relative_squared_error: 0.8646, scimark_benchmark: 1733.7613, usercpu_time_millis: 205.577, usercpu_time_millis_testing: 15.353, usercpu_time_millis_training: 190.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.9005, kappa: 0.4917, kb_relative_information_score: 9317.9539, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8977, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6246, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2525, root_relative_squared_error: 0.7857, scimark_benchmark: 1853.454, usercpu_time_millis: 148.804, usercpu_time_millis_testing: 3.505, usercpu_time_millis_training: 145.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8996, kappa: 0.4828, kb_relative_information_score: 9092.5144, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8969, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6327, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2517, root_relative_squared_error: 0.7832, scimark_benchmark: 1731.3625, usercpu_time_millis: 128.696, usercpu_time_millis_testing: 4.647, usercpu_time_millis_training: 124.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.9008, kappa: 0.4921, kb_relative_information_score: 8757.351, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.898, predictive_accuracy: 0.907, prior_entropy: 0.5207, recall: 0.907, relative_absolute_error: 0.6363, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2523, root_relative_squared_error: 0.7849, scimark_benchmark: 1852.9259, usercpu_time_millis: 134.217, usercpu_time_millis_testing: 4.085, usercpu_time_millis_training: 130.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.8974, kappa: 0.467, kb_relative_information_score: 7962.3117, mean_absolute_error: 0.1352, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8948, predictive_accuracy: 0.9058, prior_entropy: 0.5207, recall: 0.9058, relative_absolute_error: 0.6544, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2539, root_relative_squared_error: 0.7899, scimark_benchmark: 1729.7915, usercpu_time_millis: 221.157, usercpu_time_millis_testing: 12.85, usercpu_time_millis_training: 208.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.9017, kappa: 0.4997, kb_relative_information_score: 9549.8781, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9071, prior_entropy: 0.5207, recall: 0.9071, relative_absolute_error: 0.6197, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7812, scimark_benchmark: 1853.9849, usercpu_time_millis: 130.039, usercpu_time_millis_testing: 2.808, usercpu_time_millis_training: 127.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9309, f_measure: 0.8987, kappa: 0.4751, kb_relative_information_score: 8816.7872, mean_absolute_error: 0.1319, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8962, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6384, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.7829, scimark_benchmark: 1848.2615, usercpu_time_millis: 135.518, usercpu_time_millis_testing: 5.365, usercpu_time_millis_training: 130.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9304, f_measure: 0.9019, kappa: 0.5002, kb_relative_information_score: 9513.7862, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8991, predictive_accuracy: 0.9074, prior_entropy: 0.5207, recall: 0.9074, relative_absolute_error: 0.6207, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.251, root_relative_squared_error: 0.7808, scimark_benchmark: 1844.6953, usercpu_time_millis: 200.066, usercpu_time_millis_testing: 4.247, usercpu_time_millis_training: 195.819,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8761, kappa: 0.3121, kb_relative_information_score: 6636.1085, mean_absolute_error: 0.1468, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8848, predictive_accuracy: 0.8996, prior_entropy: 0.5207, recall: 0.8996, relative_absolute_error: 0.7107, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2576, root_relative_squared_error: 0.8015, scimark_benchmark: 1858.0974, usercpu_time_millis: 101.848, usercpu_time_millis_testing: 10.016, usercpu_time_millis_training: 91.832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.8357, kappa: 0.0474, kb_relative_information_score: 2875.5389, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8787, predictive_accuracy: 0.8856, prior_entropy: 0.5207, recall: 0.8856, relative_absolute_error: 0.8492, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.8787, scimark_benchmark: 1857.7641, usercpu_time_millis: 129.514, usercpu_time_millis_testing: 11.105, usercpu_time_millis_training: 118.409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9298, f_measure: 0.8974, kappa: 0.4635, kb_relative_information_score: 8168.351, mean_absolute_error: 0.1351, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8953, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6541, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7852, scimark_benchmark: 1857.1082, usercpu_time_millis: 199.749, usercpu_time_millis_testing: 12.456, usercpu_time_millis_training: 187.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.9012, kappa: 0.4978, kb_relative_information_score: 9583.919, mean_absolute_error: 0.1274, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9065, prior_entropy: 0.5207, recall: 0.9065, relative_absolute_error: 0.6168, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2512, root_relative_squared_error: 0.7814, scimark_benchmark: 1836.0792, usercpu_time_millis: 112.772, usercpu_time_millis_testing: 2.144, usercpu_time_millis_training: 110.628,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.9015, kappa: 0.495, kb_relative_information_score: 8960.7185, mean_absolute_error: 0.1308, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8988, predictive_accuracy: 0.9079, prior_entropy: 0.5207, recall: 0.9079, relative_absolute_error: 0.6329, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2513, root_relative_squared_error: 0.7818, scimark_benchmark: 1840.7617, usercpu_time_millis: 116.854, usercpu_time_millis_testing: 5.426, usercpu_time_millis_training: 111.428,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.9011, kappa: 0.4956, kb_relative_information_score: 9147.5579, mean_absolute_error: 0.1296, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8984, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.627, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.7812, scimark_benchmark: 1857.1082, usercpu_time_millis: 209.176, usercpu_time_millis_testing: 5.345, usercpu_time_millis_training: 203.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9285, f_measure: 0.8999, kappa: 0.486, kb_relative_information_score: 8554.1906, mean_absolute_error: 0.1324, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8972, predictive_accuracy: 0.9067, prior_entropy: 0.5207, recall: 0.9067, relative_absolute_error: 0.6408, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2527, root_relative_squared_error: 0.7862, scimark_benchmark: 1836.1651, usercpu_time_millis: 140.177, usercpu_time_millis_testing: 5.529, usercpu_time_millis_training: 134.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9278, f_measure: 0.9018, kappa: 0.5013, kb_relative_information_score: 9531.363, mean_absolute_error: 0.1272, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.899, predictive_accuracy: 0.9069, prior_entropy: 0.5207, recall: 0.9069, relative_absolute_error: 0.6158, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2524, root_relative_squared_error: 0.7852, scimark_benchmark: 1853.454, usercpu_time_millis: 123.898, usercpu_time_millis_testing: 1.891, usercpu_time_millis_training: 122.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9273, f_measure: 0.8911, kappa: 0.417, kb_relative_information_score: 7419.356, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8912, predictive_accuracy: 0.9047, prior_entropy: 0.5207, recall: 0.9047, relative_absolute_error: 0.6766, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2549, root_relative_squared_error: 0.793, scimark_benchmark: 1854.7056, usercpu_time_millis: 161.532, usercpu_time_millis_testing: 9.136, usercpu_time_millis_training: 152.396,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.926, f_measure: 0.8991, kappa: 0.4808, kb_relative_information_score: 7982.8589, mean_absolute_error: 0.135, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8963, predictive_accuracy: 0.9062, prior_entropy: 0.5207, recall: 0.9062, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2544, root_relative_squared_error: 0.7916, scimark_benchmark: 1847.3482, usercpu_time_millis: 204.523, usercpu_time_millis_testing: 8.653, usercpu_time_millis_training: 195.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9292, f_measure: 0.9016, kappa: 0.4955, kb_relative_information_score: 8779.788, mean_absolute_error: 0.1313, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8989, predictive_accuracy: 0.9079, prior_entropy: 0.5207, recall: 0.9079, relative_absolute_error: 0.6357, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2518, root_relative_squared_error: 0.7834, scimark_benchmark: 1849.3742, usercpu_time_millis: 174.654, usercpu_time_millis_testing: 7.829, usercpu_time_millis_training: 166.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, f_measure: 0.8474, kappa: 0.1215, kb_relative_information_score: 3861.7566, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.89, prior_entropy: 0.5207, recall: 0.89, relative_absolute_error: 0.829, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2777, root_relative_squared_error: 0.8641, scimark_benchmark: 1849.7595, usercpu_time_millis: 189.326, usercpu_time_millis_testing: 14.799, usercpu_time_millis_training: 174.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.8811, kappa: 0.3833, kb_relative_information_score: 8923.3763, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8764, predictive_accuracy: 0.8905, prior_entropy: 0.5207, recall: 0.8905, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.9102, scimark_benchmark: 1727.6743, usercpu_time_millis: 69.812, usercpu_time_millis_testing: 69.722, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1849.3014, usercpu_time_millis: 83.677, usercpu_time_millis_testing: 83.578, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1735.1328, usercpu_time_millis: 92.507, usercpu_time_millis_testing: 92.408, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1849.7595, usercpu_time_millis: 92.926, usercpu_time_millis_testing: 92.829, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8228, f_measure: 0.8811, kappa: 0.3833, kb_relative_information_score: 8923.3763, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8764, predictive_accuracy: 0.8905, prior_entropy: 0.5207, recall: 0.8905, relative_absolute_error: 0.5971, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2925, root_relative_squared_error: 0.9102, scimark_benchmark: 1846.2342, usercpu_time_millis: 98.436, usercpu_time_millis_testing: 98.338, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1857.6392, usercpu_time_millis: 83.699, usercpu_time_millis_testing: 83.6, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1843.1499, usercpu_time_millis: 100.002, usercpu_time_millis_testing: 99.902, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1848.8462, usercpu_time_millis: 100.336, usercpu_time_millis_testing: 100.237, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1851.8173, usercpu_time_millis: 85.094, usercpu_time_millis_testing: 84.997, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8844, kappa: 0.3911, kb_relative_information_score: 9251.4514, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8632, scimark_benchmark: 1853.3841, usercpu_time_millis: 102.148, usercpu_time_millis_testing: 102.05, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.883, kappa: 0.3685, kb_relative_information_score: 10385.3905, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.8335, scimark_benchmark: 1735.381, usercpu_time_millis: 108.511, usercpu_time_millis_testing: 108.416, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.8846, kappa: 0.3911, kb_relative_information_score: 9338.8162, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.8966, prior_entropy: 0.5207, recall: 0.8966, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.276, root_relative_squared_error: 0.8588, scimark_benchmark: 1852.9259, usercpu_time_millis: 108.735, usercpu_time_millis_testing: 108.636, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.8827, kappa: 0.3872, kb_relative_information_score: 8995.3772, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.884, scimark_benchmark: 1851.1105, usercpu_time_millis: 101.46, usercpu_time_millis_testing: 101.36, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1859.1356, usercpu_time_millis: 100.987, usercpu_time_millis_testing: 100.888, usercpu_time_millis_training: 0.099,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8833, kappa: 0.3724, kb_relative_information_score: 10201.4442, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8824, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6102, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2689, root_relative_squared_error: 0.8365, scimark_benchmark: 1850.2875, usercpu_time_millis: 126.197, usercpu_time_millis_testing: 126.098, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.746, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9782.4313, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5941, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0171, scimark_benchmark: 1850.2875, usercpu_time_millis: 89.906, usercpu_time_millis_testing: 89.808, usercpu_time_millis_training: 0.098,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8609, f_measure: 0.8844, kappa: 0.3911, kb_relative_information_score: 9251.4514, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8808, predictive_accuracy: 0.8961, prior_entropy: 0.5207, recall: 0.8961, relative_absolute_error: 0.6022, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2774, root_relative_squared_error: 0.8632, scimark_benchmark: 1853.454, usercpu_time_millis: 108.513, usercpu_time_millis_testing: 108.411, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8842, kappa: 0.3859, kb_relative_information_score: 9517.0405, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8521, scimark_benchmark: 1855.5541, usercpu_time_millis: 114.163, usercpu_time_millis_testing: 114.057, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1852.355, usercpu_time_millis: 84.61, usercpu_time_millis_testing: 84.513, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8842, kappa: 0.3807, kb_relative_information_score: 9962.8589, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.841, scimark_benchmark: 1730.591, usercpu_time_millis: 127.121, usercpu_time_millis_testing: 127.016, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, f_measure: 0.8843, kappa: 0.3831, kb_relative_information_score: 9778.3668, mean_absolute_error: 0.1253, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8821, predictive_accuracy: 0.8981, prior_entropy: 0.5207, recall: 0.8981, relative_absolute_error: 0.6063, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2717, root_relative_squared_error: 0.8454, scimark_benchmark: 1849.9051, usercpu_time_millis: 119.889, usercpu_time_millis_testing: 119.781, usercpu_time_millis_training: 0.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1849.447, usercpu_time_millis: 93.804, usercpu_time_millis_testing: 93.709, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.8841, kappa: 0.3793, kb_relative_information_score: 10020.8537, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6084, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2699, root_relative_squared_error: 0.8399, scimark_benchmark: 1738.7921, usercpu_time_millis: 128.639, usercpu_time_millis_testing: 128.536, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8842, kappa: 0.3807, kb_relative_information_score: 9962.8589, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.841, scimark_benchmark: 1731.5618, usercpu_time_millis: 126.821, usercpu_time_millis_testing: 126.714, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8832, f_measure: 0.8842, kappa: 0.3807, kb_relative_information_score: 9962.8589, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8825, predictive_accuracy: 0.8986, prior_entropy: 0.5207, recall: 0.8986, relative_absolute_error: 0.6079, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2703, root_relative_squared_error: 0.841, scimark_benchmark: 1856.7258, usercpu_time_millis: 123.034, usercpu_time_millis_testing: 122.933, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.8846, kappa: 0.3911, kb_relative_information_score: 9338.8162, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.8966, prior_entropy: 0.5207, recall: 0.8966, relative_absolute_error: 0.603, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.276, root_relative_squared_error: 0.8588, scimark_benchmark: 1853.9121, usercpu_time_millis: 107.704, usercpu_time_millis_testing: 107.608, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8842, kappa: 0.3859, kb_relative_information_score: 9517.0405, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8521, scimark_benchmark: 1858.1494, usercpu_time_millis: 113.366, usercpu_time_millis_testing: 113.261, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1850.2875, usercpu_time_millis: 101.921, usercpu_time_millis_testing: 101.814, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8562, f_measure: 0.8838, kappa: 0.3904, kb_relative_information_score: 9158.0658, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8799, predictive_accuracy: 0.895, prior_entropy: 0.5207, recall: 0.895, relative_absolute_error: 0.6014, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2792, root_relative_squared_error: 0.8686, scimark_benchmark: 1846.6923, usercpu_time_millis: 105.464, usercpu_time_millis_testing: 105.36, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1850.8185, usercpu_time_millis: 102.338, usercpu_time_millis_testing: 102.229, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8694, f_measure: 0.8842, kappa: 0.3859, kb_relative_information_score: 9517.0405, mean_absolute_error: 0.1249, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8812, predictive_accuracy: 0.897, prior_entropy: 0.5207, recall: 0.897, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.8521, scimark_benchmark: 1846.6923, usercpu_time_millis: 113.406, usercpu_time_millis_testing: 113.299, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1853.454, usercpu_time_millis: 84.811, usercpu_time_millis_testing: 84.714, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9077.7566, mean_absolute_error: 0.1231, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.596, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.9317, scimark_benchmark: 1849.8294, usercpu_time_millis: 96.187, usercpu_time_millis_testing: 96.091, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.8831, kappa: 0.369, kb_relative_information_score: 10358.2373, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8828, predictive_accuracy: 0.8992, prior_entropy: 0.5207, recall: 0.8992, relative_absolute_error: 0.6121, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.268, root_relative_squared_error: 0.8338, scimark_benchmark: 1850.4554, usercpu_time_millis: 128.887, usercpu_time_millis_testing: 128.785, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.785, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 9257.8345, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.595, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3099, root_relative_squared_error: 0.9641, scimark_benchmark: 1853.0716, usercpu_time_millis: 93.707, usercpu_time_millis_testing: 93.613, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.883, kappa: 0.3685, kb_relative_information_score: 10385.3905, mean_absolute_error: 0.1265, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8829, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6124, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2679, root_relative_squared_error: 0.8335, scimark_benchmark: 1850.2875, usercpu_time_millis: 128.434, usercpu_time_millis_testing: 128.334, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.8845, kappa: 0.3826, kb_relative_information_score: 9903.315, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6074, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8423, scimark_benchmark: 1846.5429, usercpu_time_millis: 123.043, usercpu_time_millis_testing: 122.939, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.8827, kappa: 0.3872, kb_relative_information_score: 8995.3772, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8783, predictive_accuracy: 0.8931, prior_entropy: 0.5207, recall: 0.8931, relative_absolute_error: 0.5993, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.884, scimark_benchmark: 1796.3232, usercpu_time_millis: 101.403, usercpu_time_millis_testing: 101.303, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8834, kappa: 0.3725, kb_relative_information_score: 10236.223, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8359, scimark_benchmark: 1855.0232, usercpu_time_millis: 127.279, usercpu_time_millis_testing: 127.175, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.8844, kappa: 0.3886, kb_relative_information_score: 9427.7279, mean_absolute_error: 0.1247, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8811, predictive_accuracy: 0.8967, prior_entropy: 0.5207, recall: 0.8967, relative_absolute_error: 0.6037, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2748, root_relative_squared_error: 0.8551, scimark_benchmark: 1856.6531, usercpu_time_millis: 112.873, usercpu_time_millis_testing: 112.774, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1816.9303, usercpu_time_millis: 100.666, usercpu_time_millis_testing: 100.566, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.8819, kappa: 0.3855, kb_relative_information_score: 8933.8223, mean_absolute_error: 0.1236, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8773, predictive_accuracy: 0.8918, prior_entropy: 0.5207, recall: 0.8918, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2877, root_relative_squared_error: 0.8951, scimark_benchmark: 1829.4955, usercpu_time_millis: 101.122, usercpu_time_millis_testing: 101.02, usercpu_time_millis_training: 0.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.8836, kappa: 0.3749, kb_relative_information_score: 10165.8922, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8989, prior_entropy: 0.5207, recall: 0.8989, relative_absolute_error: 0.6098, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8372, scimark_benchmark: 1735.1328, usercpu_time_millis: 131.815, usercpu_time_millis_testing: 131.708, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8496, f_measure: 0.8827, kappa: 0.387, kb_relative_information_score: 9069.3102, mean_absolute_error: 0.1241, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8784, predictive_accuracy: 0.8932, prior_entropy: 0.5207, recall: 0.8932, relative_absolute_error: 0.6004, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2814, root_relative_squared_error: 0.8754, scimark_benchmark: 1850.2875, usercpu_time_millis: 105.425, usercpu_time_millis_testing: 105.322, usercpu_time_millis_training: 0.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8909, f_measure: 0.8836, kappa: 0.3731, kb_relative_information_score: 10269.3086, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.611, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2685, root_relative_squared_error: 0.8353, scimark_benchmark: 1850.8185, usercpu_time_millis: 128.878, usercpu_time_millis_testing: 128.778, usercpu_time_millis_training: 0.1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, f_measure: 0.8845, kappa: 0.3826, kb_relative_information_score: 9903.315, mean_absolute_error: 0.1255, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.8987, prior_entropy: 0.5207, recall: 0.8987, relative_absolute_error: 0.6074, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2707, root_relative_squared_error: 0.8423, scimark_benchmark: 1839.0605, usercpu_time_millis: 122.412, usercpu_time_millis_testing: 122.306, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8835, kappa: 0.3721, kb_relative_information_score: 10300.6613, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.883, predictive_accuracy: 0.8993, prior_entropy: 0.5207, recall: 0.8993, relative_absolute_error: 0.6113, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2683, root_relative_squared_error: 0.8347, scimark_benchmark: 1853.9121, usercpu_time_millis: 129.768, usercpu_time_millis_testing: 129.671, usercpu_time_millis_training: 0.097,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6731, f_measure: 0.8734, kappa: 0.3685, kb_relative_information_score: 10343.0033, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8701, predictive_accuracy: 0.8774, prior_entropy: 0.5207, recall: 0.8774, relative_absolute_error: 0.5934, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.3501, root_relative_squared_error: 1.0894, scimark_benchmark: 1847.8034, usercpu_time_millis: 84.66, usercpu_time_millis_testing: 84.559, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8834, kappa: 0.3725, kb_relative_information_score: 10236.223, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2066, number_of_instances: 45211, precision: 0.8826, predictive_accuracy: 0.899, prior_entropy: 0.5207, recall: 0.899, relative_absolute_error: 0.6106, root_mean_prior_squared_error: 0.3214, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.8359, scimark_benchmark: 1734.7321, usercpu_time_millis: 134.605, usercpu_time_millis_testing: 134.5, usercpu_time_millis_training: 0.105,

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

OpenML bootcamp

From your own software

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

OpenML APIs