OpenML
Supervised Classification on mozilla4

Supervised Classification on mozilla4

Task 3899 Supervised Classification mozilla4 107074 runs submitted
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  • mythbusting_1 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8834, kappa: 0.7363, kb_relative_information_score: 9685.6712, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8837, predictive_accuracy: 0.883, prior_entropy: 0.9135, recall: 0.883, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.6274, scimark_benchmark: 1849.3014, usercpu_time_millis: 3.324, usercpu_time_millis_testing: 3.306, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 11019.9067, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2794, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6819, scimark_benchmark: 1853.9121, usercpu_time_millis: 2.456, usercpu_time_millis_testing: 2.432, usercpu_time_millis_training: 0.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10747.5109, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.6372, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.561, usercpu_time_millis_testing: 2.543, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8891, kappa: 0.7486, kb_relative_information_score: 10503.3244, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8891, predictive_accuracy: 0.889, prior_entropy: 0.9135, recall: 0.889, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.6192, scimark_benchmark: 1852.9988, usercpu_time_millis: 2.67, usercpu_time_millis_testing: 2.649, usercpu_time_millis_training: 0.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8891, kappa: 0.7486, kb_relative_information_score: 10574.8999, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8891, predictive_accuracy: 0.889, prior_entropy: 0.9135, recall: 0.889, relative_absolute_error: 0.318, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.6225, scimark_benchmark: 1852.9988, usercpu_time_millis: 2.641, usercpu_time_millis_testing: 2.623, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10747.5109, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.6372, scimark_benchmark: 1850.8185, usercpu_time_millis: 2.57, usercpu_time_millis_testing: 2.549, usercpu_time_millis_training: 0.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8889, kappa: 0.7487, kb_relative_information_score: 9989.386, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8892, predictive_accuracy: 0.8886, prior_entropy: 0.9135, recall: 0.8886, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.6194, scimark_benchmark: 1846.1931, usercpu_time_millis: 3.025, usercpu_time_millis_testing: 3.007, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8867, kappa: 0.7437, kb_relative_information_score: 9863.6354, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.887, predictive_accuracy: 0.8864, prior_entropy: 0.9135, recall: 0.8864, relative_absolute_error: 0.3746, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.6223, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.156, usercpu_time_millis_testing: 3.009, usercpu_time_millis_training: 0.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8818, kappa: 0.7328, kb_relative_information_score: 9568.0743, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8822, predictive_accuracy: 0.8814, prior_entropy: 0.9135, recall: 0.8814, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.6311, scimark_benchmark: 1853.9849, usercpu_time_millis: 3.421, usercpu_time_millis_testing: 3.397, usercpu_time_millis_training: 0.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8825, kappa: 0.7346, kb_relative_information_score: 9595.779, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.883, predictive_accuracy: 0.8822, prior_entropy: 0.9135, recall: 0.8822, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.296, root_relative_squared_error: 0.6302, scimark_benchmark: 1849.8294, usercpu_time_millis: 3.389, usercpu_time_millis_testing: 3.37, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8879, kappa: 0.746, kb_relative_information_score: 10653.7355, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8879, prior_entropy: 0.9135, recall: 0.8879, relative_absolute_error: 0.3106, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.295, root_relative_squared_error: 0.6281, scimark_benchmark: 1846.7651, usercpu_time_millis: 2.589, usercpu_time_millis_testing: 2.574, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8907, kappa: 0.7524, kb_relative_information_score: 10364.9541, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8908, predictive_accuracy: 0.8906, prior_entropy: 0.9135, recall: 0.8906, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6166, scimark_benchmark: 1852.9988, usercpu_time_millis: 2.743, usercpu_time_millis_testing: 2.725, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8813, kappa: 0.7317, kb_relative_information_score: 9515.1966, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8817, predictive_accuracy: 0.8809, prior_entropy: 0.9135, recall: 0.8809, relative_absolute_error: 0.3991, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.6329, scimark_benchmark: 1855.0232, usercpu_time_millis: 3.627, usercpu_time_millis_testing: 3.604, usercpu_time_millis_training: 0.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 11160.1485, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.7319, scimark_benchmark: 1850.9434, usercpu_time_millis: 2.375, usercpu_time_millis_testing: 2.357, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 11160.1485, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.7319, scimark_benchmark: 1849.3742, usercpu_time_millis: 2.387, usercpu_time_millis_testing: 2.367, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9411, f_measure: 0.8907, kappa: 0.7524, kb_relative_information_score: 10364.9541, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8908, predictive_accuracy: 0.8906, prior_entropy: 0.9135, recall: 0.8906, relative_absolute_error: 0.3363, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6166, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.743, usercpu_time_millis_testing: 2.725, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8827, kappa: 0.7349, kb_relative_information_score: 9624.5368, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8831, predictive_accuracy: 0.8824, prior_entropy: 0.9135, recall: 0.8824, relative_absolute_error: 0.3915, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.6293, scimark_benchmark: 1850.2875, usercpu_time_millis: 3.413, usercpu_time_millis_testing: 3.276, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8867, kappa: 0.7437, kb_relative_information_score: 9863.6354, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.887, predictive_accuracy: 0.8864, prior_entropy: 0.9135, recall: 0.8864, relative_absolute_error: 0.3746, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.6223, scimark_benchmark: 1854.4431, usercpu_time_millis: 3.178, usercpu_time_millis_testing: 3.03, usercpu_time_millis_training: 0.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8889, kappa: 0.7487, kb_relative_information_score: 9989.386, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8892, predictive_accuracy: 0.8886, prior_entropy: 0.9135, recall: 0.8886, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.6194, scimark_benchmark: 1851.3986, usercpu_time_millis: 3.009, usercpu_time_millis_testing: 2.99, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.909, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 11019.9067, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2794, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3203, root_relative_squared_error: 0.6819, scimark_benchmark: 1853.9121, usercpu_time_millis: 2.443, usercpu_time_millis_testing: 2.423, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8889, kappa: 0.7487, kb_relative_information_score: 9989.386, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8892, predictive_accuracy: 0.8886, prior_entropy: 0.9135, recall: 0.8886, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.6194, scimark_benchmark: 1849.8294, usercpu_time_millis: 3.014, usercpu_time_millis_testing: 2.995, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8851, kappa: 0.7402, kb_relative_information_score: 9787.9232, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8854, predictive_accuracy: 0.8848, prior_entropy: 0.9135, recall: 0.8848, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.6244, scimark_benchmark: 1852.9988, usercpu_time_millis: 3.25, usercpu_time_millis_testing: 3.232, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8918, kappa: 0.7551, kb_relative_information_score: 10302.2495, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.892, predictive_accuracy: 0.8917, prior_entropy: 0.9135, recall: 0.8917, relative_absolute_error: 0.3414, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.6162, scimark_benchmark: 1845.779, usercpu_time_millis: 2.784, usercpu_time_millis_testing: 2.766, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8876, kappa: 0.7458, kb_relative_information_score: 9903.8075, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8874, prior_entropy: 0.9135, recall: 0.8874, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.6213, scimark_benchmark: 1850.2875, usercpu_time_millis: 3.121, usercpu_time_millis_testing: 2.99, usercpu_time_millis_training: 0.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8876, kappa: 0.7458, kb_relative_information_score: 9903.8075, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8874, prior_entropy: 0.9135, recall: 0.8874, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.6213, scimark_benchmark: 1855.4813, usercpu_time_millis: 3.142, usercpu_time_millis_testing: 2.999, usercpu_time_millis_training: 0.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8912, kappa: 0.7538, kb_relative_information_score: 10186.5036, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8914, predictive_accuracy: 0.891, prior_entropy: 0.9135, recall: 0.891, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6166, scimark_benchmark: 1853.454, usercpu_time_millis: 2.869, usercpu_time_millis_testing: 2.852, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.8885, kappa: 0.7478, kb_relative_information_score: 9945.8571, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8888, predictive_accuracy: 0.8882, prior_entropy: 0.9135, recall: 0.8882, relative_absolute_error: 0.3685, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6203, scimark_benchmark: 1854.4951, usercpu_time_millis: 2.964, usercpu_time_millis_testing: 2.942, usercpu_time_millis_training: 0.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8851, kappa: 0.7402, kb_relative_information_score: 9787.9232, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8854, predictive_accuracy: 0.8848, prior_entropy: 0.9135, recall: 0.8848, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.6244, scimark_benchmark: 1852.3877, usercpu_time_millis: 3.233, usercpu_time_millis_testing: 3.218, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8833, kappa: 0.7362, kb_relative_information_score: 9654.4705, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8837, predictive_accuracy: 0.883, prior_entropy: 0.9135, recall: 0.883, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.6283, scimark_benchmark: 1850.2875, usercpu_time_millis: 3.502, usercpu_time_millis_testing: 3.484, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8827, kappa: 0.7349, kb_relative_information_score: 9624.5368, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8831, predictive_accuracy: 0.8824, prior_entropy: 0.9135, recall: 0.8824, relative_absolute_error: 0.3915, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.6293, scimark_benchmark: 1849.8294, usercpu_time_millis: 3.401, usercpu_time_millis_testing: 3.267, usercpu_time_millis_training: 0.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8876, kappa: 0.7458, kb_relative_information_score: 9903.8075, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8874, prior_entropy: 0.9135, recall: 0.8874, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.6213, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.146, usercpu_time_millis_testing: 2.995, usercpu_time_millis_training: 0.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8867, kappa: 0.7437, kb_relative_information_score: 9863.6354, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.887, predictive_accuracy: 0.8864, prior_entropy: 0.9135, recall: 0.8864, relative_absolute_error: 0.3746, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.6223, scimark_benchmark: 1855.4813, usercpu_time_millis: 3.169, usercpu_time_millis_testing: 3.022, usercpu_time_millis_training: 0.147,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8851, kappa: 0.7402, kb_relative_information_score: 9787.9232, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8854, predictive_accuracy: 0.8848, prior_entropy: 0.9135, recall: 0.8848, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.6244, scimark_benchmark: 1850.2875, usercpu_time_millis: 3.229, usercpu_time_millis_testing: 3.213, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.8818, kappa: 0.7328, kb_relative_information_score: 9568.0743, mean_absolute_error: 0.1745, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8822, predictive_accuracy: 0.8814, prior_entropy: 0.9135, recall: 0.8814, relative_absolute_error: 0.3954, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.6311, scimark_benchmark: 1842.6679, usercpu_time_millis: 3.461, usercpu_time_millis_testing: 3.436, usercpu_time_millis_training: 0.025,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8827, kappa: 0.7349, kb_relative_information_score: 9624.5368, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8831, predictive_accuracy: 0.8824, prior_entropy: 0.9135, recall: 0.8824, relative_absolute_error: 0.3915, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.6293, scimark_benchmark: 1844.1673, usercpu_time_millis: 3.556, usercpu_time_millis_testing: 3.412, usercpu_time_millis_training: 0.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, f_measure: 0.8918, kappa: 0.7551, kb_relative_information_score: 10302.2495, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.892, predictive_accuracy: 0.8917, prior_entropy: 0.9135, recall: 0.8917, relative_absolute_error: 0.3414, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.6162, scimark_benchmark: 1816.912, usercpu_time_millis: 2.882, usercpu_time_millis_testing: 2.866, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8893, kappa: 0.7498, kb_relative_information_score: 10034.4902, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8896, predictive_accuracy: 0.8891, prior_entropy: 0.9135, recall: 0.8891, relative_absolute_error: 0.3619, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.6186, scimark_benchmark: 1814.6858, usercpu_time_millis: 3.21, usercpu_time_millis_testing: 3.195, usercpu_time_millis_training: 0.015,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9417, f_measure: 0.8859, kappa: 0.742, kb_relative_information_score: 9825.0651, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8862, predictive_accuracy: 0.8856, prior_entropy: 0.9135, recall: 0.8856, relative_absolute_error: 0.3774, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.6233, scimark_benchmark: 1816.9303, usercpu_time_millis: 3.3, usercpu_time_millis_testing: 3.158, usercpu_time_millis_training: 0.142,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8912, kappa: 0.7538, kb_relative_information_score: 10186.5036, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8914, predictive_accuracy: 0.891, prior_entropy: 0.9135, recall: 0.891, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6166, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.856, usercpu_time_millis_testing: 2.839, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8885, kappa: 0.7478, kb_relative_information_score: 10081.9406, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8888, predictive_accuracy: 0.8883, prior_entropy: 0.9135, recall: 0.8883, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.6178, scimark_benchmark: 1812.0387, usercpu_time_millis: 2.982, usercpu_time_millis_testing: 2.965, usercpu_time_millis_training: 0.017,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 11160.1485, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.7319, scimark_benchmark: 1854.4431, usercpu_time_millis: 2.371, usercpu_time_millis_testing: 2.351, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9422, f_measure: 0.8896, kappa: 0.7503, kb_relative_information_score: 10132.2005, mean_absolute_error: 0.1564, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8899, predictive_accuracy: 0.8894, prior_entropy: 0.9135, recall: 0.8894, relative_absolute_error: 0.3545, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2899, root_relative_squared_error: 0.6171, scimark_benchmark: 1814.3098, usercpu_time_millis: 2.92, usercpu_time_millis_testing: 2.903, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9376, f_measure: 0.8891, kappa: 0.7486, kb_relative_information_score: 10574.8999, mean_absolute_error: 0.1403, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8891, predictive_accuracy: 0.889, prior_entropy: 0.9135, recall: 0.889, relative_absolute_error: 0.318, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.6225, scimark_benchmark: 1815.7784, usercpu_time_millis: 2.65, usercpu_time_millis_testing: 2.632, usercpu_time_millis_training: 0.018,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8834, kappa: 0.7363, kb_relative_information_score: 9685.6712, mean_absolute_error: 0.1709, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8837, predictive_accuracy: 0.883, prior_entropy: 0.9135, recall: 0.883, relative_absolute_error: 0.3873, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.6274, scimark_benchmark: 1852.0126, usercpu_time_millis: 3.331, usercpu_time_millis_testing: 3.314, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8867, kappa: 0.7437, kb_relative_information_score: 9863.6354, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.887, predictive_accuracy: 0.8864, prior_entropy: 0.9135, recall: 0.8864, relative_absolute_error: 0.3746, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.6223, scimark_benchmark: 1853.9849, usercpu_time_millis: 3.179, usercpu_time_millis_testing: 3.033, usercpu_time_millis_training: 0.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8893, kappa: 0.7498, kb_relative_information_score: 10034.4902, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8896, predictive_accuracy: 0.8891, prior_entropy: 0.9135, recall: 0.8891, relative_absolute_error: 0.3619, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.6186, scimark_benchmark: 1830.5492, usercpu_time_millis: 3.1, usercpu_time_millis_testing: 3.085, usercpu_time_millis_training: 0.015,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.8817, kappa: 0.7327, kb_relative_information_score: 9541.2156, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8821, predictive_accuracy: 0.8814, prior_entropy: 0.9135, recall: 0.8814, relative_absolute_error: 0.3973, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.632, scimark_benchmark: 1855.4813, usercpu_time_millis: 3.551, usercpu_time_millis_testing: 3.536, usercpu_time_millis_training: 0.015,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8919, kappa: 0.7553, kb_relative_information_score: 10243.259, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8921, predictive_accuracy: 0.8918, prior_entropy: 0.9135, recall: 0.8918, relative_absolute_error: 0.3461, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.6162, scimark_benchmark: 1723.9388, usercpu_time_millis: 3.075, usercpu_time_millis_testing: 3.053, usercpu_time_millis_training: 0.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8893, kappa: 0.7498, kb_relative_information_score: 10034.4902, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8896, predictive_accuracy: 0.8891, prior_entropy: 0.9135, recall: 0.8891, relative_absolute_error: 0.3619, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.6186, scimark_benchmark: 1732.4272, usercpu_time_millis: 3.33, usercpu_time_millis_testing: 3.311, usercpu_time_millis_training: 0.019,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.8846, kappa: 0.7393, kb_relative_information_score: 9752.285, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.885, predictive_accuracy: 0.8843, prior_entropy: 0.9135, recall: 0.8843, relative_absolute_error: 0.3826, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.6254, scimark_benchmark: 1737.4205, usercpu_time_millis: 3.5, usercpu_time_millis_testing: 3.481, usercpu_time_millis_training: 0.019,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8876, kappa: 0.7458, kb_relative_information_score: 9903.8075, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8874, prior_entropy: 0.9135, recall: 0.8874, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.6213, scimark_benchmark: 1849.2614, usercpu_time_millis: 3.12, usercpu_time_millis_testing: 2.985, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8885, kappa: 0.7478, kb_relative_information_score: 10081.9406, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8888, predictive_accuracy: 0.8883, prior_entropy: 0.9135, recall: 0.8883, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.6178, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.964, usercpu_time_millis_testing: 2.947, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8825, kappa: 0.7346, kb_relative_information_score: 9595.779, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.883, predictive_accuracy: 0.8822, prior_entropy: 0.9135, recall: 0.8822, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.296, root_relative_squared_error: 0.6302, scimark_benchmark: 1735.1328, usercpu_time_millis: 3.648, usercpu_time_millis_testing: 3.631, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10747.5109, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.6372, scimark_benchmark: 1730.591, usercpu_time_millis: 2.725, usercpu_time_millis_testing: 2.707, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.8885, kappa: 0.7478, kb_relative_information_score: 9945.8571, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8888, predictive_accuracy: 0.8882, prior_entropy: 0.9135, recall: 0.8882, relative_absolute_error: 0.3685, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6203, scimark_benchmark: 1849.3014, usercpu_time_millis: 2.955, usercpu_time_millis_testing: 2.937, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8919, kappa: 0.7553, kb_relative_information_score: 10243.259, mean_absolute_error: 0.1527, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8921, predictive_accuracy: 0.8918, prior_entropy: 0.9135, recall: 0.8918, relative_absolute_error: 0.3461, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2894, root_relative_squared_error: 0.6162, scimark_benchmark: 1850.2875, usercpu_time_millis: 2.845, usercpu_time_millis_testing: 2.824, usercpu_time_millis_training: 0.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8885, kappa: 0.7478, kb_relative_information_score: 10081.9406, mean_absolute_error: 0.1581, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8888, predictive_accuracy: 0.8883, prior_entropy: 0.9135, recall: 0.8883, relative_absolute_error: 0.3584, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2902, root_relative_squared_error: 0.6178, scimark_benchmark: 1731.5003, usercpu_time_millis: 3.158, usercpu_time_millis_testing: 3.14, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.939, f_measure: 0.8891, kappa: 0.7486, kb_relative_information_score: 10503.3244, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8891, predictive_accuracy: 0.889, prior_entropy: 0.9135, recall: 0.889, relative_absolute_error: 0.3246, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.6192, scimark_benchmark: 1850.8706, usercpu_time_millis: 2.665, usercpu_time_millis_testing: 2.647, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10865.462, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.6528, scimark_benchmark: 1730.7008, usercpu_time_millis: 2.673, usercpu_time_millis_testing: 2.649, usercpu_time_millis_training: 0.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8851, kappa: 0.7402, kb_relative_information_score: 9787.9232, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8854, predictive_accuracy: 0.8848, prior_entropy: 0.9135, recall: 0.8848, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.6244, scimark_benchmark: 1852.9259, usercpu_time_millis: 3.25, usercpu_time_millis_testing: 3.233, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10865.462, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.6528, scimark_benchmark: 1855.4813, usercpu_time_millis: 2.503, usercpu_time_millis_testing: 2.48, usercpu_time_millis_training: 0.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9404, f_measure: 0.8827, kappa: 0.7349, kb_relative_information_score: 9624.5368, mean_absolute_error: 0.1727, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8831, predictive_accuracy: 0.8824, prior_entropy: 0.9135, recall: 0.8824, relative_absolute_error: 0.3915, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.6293, scimark_benchmark: 1848.1927, usercpu_time_millis: 3.412, usercpu_time_millis_testing: 3.272, usercpu_time_millis_training: 0.14,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.8885, kappa: 0.7478, kb_relative_information_score: 9945.8571, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8888, predictive_accuracy: 0.8882, prior_entropy: 0.9135, recall: 0.8882, relative_absolute_error: 0.3685, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6203, scimark_benchmark: 1855.0232, usercpu_time_millis: 2.973, usercpu_time_millis_testing: 2.955, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.8851, kappa: 0.7402, kb_relative_information_score: 9787.9232, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8854, predictive_accuracy: 0.8848, prior_entropy: 0.9135, recall: 0.8848, relative_absolute_error: 0.38, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2933, root_relative_squared_error: 0.6244, scimark_benchmark: 1734.798, usercpu_time_millis: 3.453, usercpu_time_millis_testing: 3.438, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.8813, kappa: 0.7317, kb_relative_information_score: 9515.1966, mean_absolute_error: 0.1761, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8817, predictive_accuracy: 0.8809, prior_entropy: 0.9135, recall: 0.8809, relative_absolute_error: 0.3991, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.6329, scimark_benchmark: 1845.6391, usercpu_time_millis: 3.652, usercpu_time_millis_testing: 3.629, usercpu_time_millis_training: 0.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8825, kappa: 0.7346, kb_relative_information_score: 9595.779, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.883, predictive_accuracy: 0.8822, prior_entropy: 0.9135, recall: 0.8822, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.296, root_relative_squared_error: 0.6302, scimark_benchmark: 1732.4635, usercpu_time_millis: 3.632, usercpu_time_millis_testing: 3.614, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8889, kappa: 0.7487, kb_relative_information_score: 9989.386, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8892, predictive_accuracy: 0.8886, prior_entropy: 0.9135, recall: 0.8886, relative_absolute_error: 0.3653, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.6194, scimark_benchmark: 1850.8185, usercpu_time_millis: 3.021, usercpu_time_millis_testing: 3.003, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.8885, kappa: 0.7478, kb_relative_information_score: 9945.8571, mean_absolute_error: 0.1626, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8888, predictive_accuracy: 0.8882, prior_entropy: 0.9135, recall: 0.8882, relative_absolute_error: 0.3685, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.6203, scimark_benchmark: 1854.9533, usercpu_time_millis: 2.968, usercpu_time_millis_testing: 2.951, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8912, kappa: 0.7538, kb_relative_information_score: 10186.5036, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8914, predictive_accuracy: 0.891, prior_entropy: 0.9135, recall: 0.891, relative_absolute_error: 0.3504, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2896, root_relative_squared_error: 0.6166, scimark_benchmark: 1854.568, usercpu_time_millis: 2.883, usercpu_time_millis_testing: 2.865, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9425, f_measure: 0.8893, kappa: 0.7498, kb_relative_information_score: 10034.4902, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8896, predictive_accuracy: 0.8891, prior_entropy: 0.9135, recall: 0.8891, relative_absolute_error: 0.3619, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2905, root_relative_squared_error: 0.6186, scimark_benchmark: 1848.916, usercpu_time_millis: 3.137, usercpu_time_millis_testing: 3.117, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.8817, kappa: 0.7327, kb_relative_information_score: 9541.2156, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8821, predictive_accuracy: 0.8814, prior_entropy: 0.9135, recall: 0.8814, relative_absolute_error: 0.3973, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.632, scimark_benchmark: 1857.1082, usercpu_time_millis: 3.565, usercpu_time_millis_testing: 3.546, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9397, f_measure: 0.8817, kappa: 0.7327, kb_relative_information_score: 9541.2156, mean_absolute_error: 0.1753, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8821, predictive_accuracy: 0.8814, prior_entropy: 0.9135, recall: 0.8814, relative_absolute_error: 0.3973, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2968, root_relative_squared_error: 0.632, scimark_benchmark: 1853.9121, usercpu_time_millis: 3.598, usercpu_time_millis_testing: 3.582, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8896, kappa: 0.75, kb_relative_information_score: 10432.7614, mean_absolute_error: 0.1459, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8897, predictive_accuracy: 0.8895, prior_entropy: 0.9135, recall: 0.8895, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.29, root_relative_squared_error: 0.6174, scimark_benchmark: 1854.4431, usercpu_time_millis: 2.709, usercpu_time_millis_testing: 2.692, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9407, f_measure: 0.8833, kappa: 0.7362, kb_relative_information_score: 9654.4705, mean_absolute_error: 0.1718, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8837, predictive_accuracy: 0.883, prior_entropy: 0.9135, recall: 0.883, relative_absolute_error: 0.3894, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2951, root_relative_squared_error: 0.6283, scimark_benchmark: 1852.3877, usercpu_time_millis: 3.507, usercpu_time_millis_testing: 3.489, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 11160.1485, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2678, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3438, root_relative_squared_error: 0.7319, scimark_benchmark: 1850.8185, usercpu_time_millis: 2.363, usercpu_time_millis_testing: 2.344, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8879, kappa: 0.746, kb_relative_information_score: 10653.7355, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8879, prior_entropy: 0.9135, recall: 0.8879, relative_absolute_error: 0.3106, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.295, root_relative_squared_error: 0.6281, scimark_benchmark: 1851.3287, usercpu_time_millis: 2.623, usercpu_time_millis_testing: 2.604, usercpu_time_millis_training: 0.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10865.462, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.6528, scimark_benchmark: 1851.8567, usercpu_time_millis: 2.507, usercpu_time_millis_testing: 2.484, usercpu_time_millis_training: 0.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8825, kappa: 0.7346, kb_relative_information_score: 9595.779, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.883, predictive_accuracy: 0.8822, prior_entropy: 0.9135, recall: 0.8822, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.296, root_relative_squared_error: 0.6302, scimark_benchmark: 1852.9988, usercpu_time_millis: 3.397, usercpu_time_millis_testing: 3.38, usercpu_time_millis_training: 0.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10747.5109, mean_absolute_error: 0.1333, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.3021, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2993, root_relative_squared_error: 0.6372, scimark_benchmark: 1845.8517, usercpu_time_millis: 2.554, usercpu_time_millis_testing: 2.533, usercpu_time_millis_training: 0.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8818, kappa: 0.7321, kb_relative_information_score: 10865.462, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8818, predictive_accuracy: 0.8818, prior_entropy: 0.9135, recall: 0.8818, relative_absolute_error: 0.2918, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.3066, root_relative_squared_error: 0.6528, scimark_benchmark: 1853.9121, usercpu_time_millis: 2.51, usercpu_time_millis_testing: 2.487, usercpu_time_millis_training: 0.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.8825, kappa: 0.7346, kb_relative_information_score: 9595.779, mean_absolute_error: 0.1736, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.883, predictive_accuracy: 0.8822, prior_entropy: 0.9135, recall: 0.8822, relative_absolute_error: 0.3935, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.296, root_relative_squared_error: 0.6302, scimark_benchmark: 1850.8185, usercpu_time_millis: 3.405, usercpu_time_millis_testing: 3.389, usercpu_time_millis_training: 0.016,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.8846, kappa: 0.7393, kb_relative_information_score: 9752.285, mean_absolute_error: 0.1688, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.885, predictive_accuracy: 0.8843, prior_entropy: 0.9135, recall: 0.8843, relative_absolute_error: 0.3826, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2938, root_relative_squared_error: 0.6254, scimark_benchmark: 1851.3986, usercpu_time_millis: 3.276, usercpu_time_millis_testing: 3.256, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9419, f_measure: 0.8867, kappa: 0.7437, kb_relative_information_score: 9863.6354, mean_absolute_error: 0.1653, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.887, predictive_accuracy: 0.8864, prior_entropy: 0.9135, recall: 0.8864, relative_absolute_error: 0.3746, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2923, root_relative_squared_error: 0.6223, scimark_benchmark: 1854.4431, usercpu_time_millis: 3.173, usercpu_time_millis_testing: 3.034, usercpu_time_millis_training: 0.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.8879, kappa: 0.746, kb_relative_information_score: 10653.7355, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8879, prior_entropy: 0.9135, recall: 0.8879, relative_absolute_error: 0.3106, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.295, root_relative_squared_error: 0.6281, scimark_benchmark: 1849.8294, usercpu_time_millis: 2.627, usercpu_time_millis_testing: 2.609, usercpu_time_millis_training: 0.018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.8876, kappa: 0.7458, kb_relative_information_score: 9903.8075, mean_absolute_error: 0.164, mean_prior_absolute_error: 0.4412, number_of_instances: 15545, precision: 0.8879, predictive_accuracy: 0.8874, prior_entropy: 0.9135, recall: 0.8874, relative_absolute_error: 0.3716, root_mean_prior_squared_error: 0.4697, root_mean_squared_error: 0.2918, root_relative_squared_error: 0.6213, scimark_benchmark: 1852.9259, usercpu_time_millis: 3.129, usercpu_time_millis_testing: 2.989, usercpu_time_millis_training: 0.14,

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