OpenML
Supervised Classification on wilt

Supervised Classification on wilt

Task 9889 Supervised Classification wilt 59008 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9743, kappa: 0.7279, kb_relative_information_score: 2286.756, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9753, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.4006, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1267, root_relative_squared_error: 0.5608, scimark_benchmark: 1841.8406, usercpu_time_millis: 17.71, usercpu_time_millis_testing: 1.819, usercpu_time_millis_training: 15.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 4.681, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9981, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1796.8834, usercpu_time_millis: 4.357, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 3.589,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9737, f_measure: 0.9693, kappa: 0.6753, kb_relative_information_score: 1205.6364, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9698, predictive_accuracy: 0.9719, prior_entropy: 0.3037, recall: 0.9719, relative_absolute_error: 0.5233, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1528, root_relative_squared_error: 0.6765, scimark_benchmark: 1788.6993, usercpu_time_millis: 1.037, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.501, f_measure: 0.9198, kb_relative_information_score: 2.7682, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.998, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1762.8609, usercpu_time_millis: 2.375, usercpu_time_millis_testing: 0.351, usercpu_time_millis_training: 2.024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9731, kappa: 0.7345, kb_relative_information_score: 2197.1923, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9729, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4174, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1426, root_relative_squared_error: 0.6312, scimark_benchmark: 1737.036, usercpu_time_millis: 16.867, usercpu_time_millis_testing: 0.608, usercpu_time_millis_training: 16.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9581, kappa: 0.5271, kb_relative_information_score: 813.1902, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9638, predictive_accuracy: 0.9651, prior_entropy: 0.3037, recall: 0.9651, relative_absolute_error: 0.6387, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.7156, scimark_benchmark: 1875.0683, usercpu_time_millis: 1.938, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 1.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.963, f_measure: 0.9346, kappa: 0.2081, kb_relative_information_score: 70.1916, mean_absolute_error: 0.0739, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9533, predictive_accuracy: 0.9525, prior_entropy: 0.3037, recall: 0.9525, relative_absolute_error: 0.7229, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.7773, scimark_benchmark: 1864.2755, usercpu_time_millis: 2.329, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 2.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9781, f_measure: 0.9427, kappa: 0.3188, kb_relative_information_score: 408.5899, mean_absolute_error: 0.0711, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9577, predictive_accuracy: 0.9566, prior_entropy: 0.3037, recall: 0.9566, relative_absolute_error: 0.6954, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.758, scimark_benchmark: 1750.287, usercpu_time_millis: 0.654, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.587,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9746, kappa: 0.739, kb_relative_information_score: 2012.8551, mean_absolute_error: 0.041, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9744, predictive_accuracy: 0.9758, prior_entropy: 0.3037, recall: 0.9758, relative_absolute_error: 0.4015, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.5817, scimark_benchmark: 1841.5568, usercpu_time_millis: 2.43, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 2.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9627, kappa: 0.5823, kb_relative_information_score: 1411.6912, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9681, predictive_accuracy: 0.9684, prior_entropy: 0.3037, recall: 0.9684, relative_absolute_error: 0.5699, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.15, root_relative_squared_error: 0.664, scimark_benchmark: 1776.8222, usercpu_time_millis: 4.256, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 3.872,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9736, kappa: 0.731, kb_relative_information_score: 2067.8523, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9732, predictive_accuracy: 0.9746, prior_entropy: 0.3037, recall: 0.9746, relative_absolute_error: 0.4137, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1321, root_relative_squared_error: 0.5848, scimark_benchmark: 1871.8418, usercpu_time_millis: 8.07, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 7.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4985, f_measure: 0.9198, kb_relative_information_score: -12.8449, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.999, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1732.123, usercpu_time_millis: 6.359, usercpu_time_millis_testing: 0.807, usercpu_time_millis_training: 5.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.9682, kappa: 0.6724, kb_relative_information_score: 911.7639, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9676, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1647, root_relative_squared_error: 0.7291, scimark_benchmark: 1854.536, usercpu_time_millis: 4.469, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 4.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, f_measure: 0.9198, kb_relative_information_score: -246.9455, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.8265, scimark_benchmark: 1848.1238, usercpu_time_millis: 10.807, usercpu_time_millis_testing: 1.007, usercpu_time_millis_training: 9.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9805, f_measure: 0.9522, kappa: 0.4464, kb_relative_information_score: 720.4213, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9618, predictive_accuracy: 0.9618, prior_entropy: 0.3037, recall: 0.9618, relative_absolute_error: 0.6669, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1657, root_relative_squared_error: 0.7333, scimark_benchmark: 1744.8045, usercpu_time_millis: 7.278, usercpu_time_millis_testing: 0.831, usercpu_time_millis_training: 6.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9198, kb_relative_information_score: -3239.7061, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.88, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.204, root_relative_squared_error: 0.9032, scimark_benchmark: 1837.1843, usercpu_time_millis: 10.297, usercpu_time_millis_testing: 0.6, usercpu_time_millis_training: 9.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9845, kappa: 0.8463, kb_relative_information_score: 3077.6357, mean_absolute_error: 0.0252, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9844, predictive_accuracy: 0.9847, prior_entropy: 0.3037, recall: 0.9847, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1077, root_relative_squared_error: 0.4766, scimark_benchmark: 1751.305, usercpu_time_millis: 16.392, usercpu_time_millis_testing: 0.717, usercpu_time_millis_training: 15.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9827, kappa: 0.8256, kb_relative_information_score: 2898.7335, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2705, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1099, root_relative_squared_error: 0.4867, scimark_benchmark: 1810.0798, usercpu_time_millis: 13.642, usercpu_time_millis_testing: 0.815, usercpu_time_millis_training: 12.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, f_measure: 0.9198, kb_relative_information_score: -2323.3597, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2208, root_relative_squared_error: 0.9774, scimark_benchmark: 1856.6828, usercpu_time_millis: 9.97, usercpu_time_millis_testing: 0.937, usercpu_time_millis_training: 9.033,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.959, f_measure: 0.9198, kb_relative_information_score: -849.5424, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8561, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1981, root_relative_squared_error: 0.8769, scimark_benchmark: 1788.374, usercpu_time_millis: 5.735, usercpu_time_millis_testing: 0.561, usercpu_time_millis_training: 5.174,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9739, kappa: 0.7207, kb_relative_information_score: 2219.0923, mean_absolute_error: 0.0446, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9758, predictive_accuracy: 0.9764, prior_entropy: 0.3037, recall: 0.9764, relative_absolute_error: 0.4361, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.5792, scimark_benchmark: 1762.8006, usercpu_time_millis: 14.515, usercpu_time_millis_testing: 1.771, usercpu_time_millis_training: 12.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.9198, kb_relative_information_score: -1351.9951, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9758, scimark_benchmark: 1781.1728, usercpu_time_millis: 11.837, usercpu_time_millis_testing: 1.263, usercpu_time_millis_training: 10.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9833, kappa: 0.8338, kb_relative_information_score: 3190.2808, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9831, predictive_accuracy: 0.9835, prior_entropy: 0.3037, recall: 0.9835, relative_absolute_error: 0.2235, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1114, root_relative_squared_error: 0.4931, scimark_benchmark: 1822.8058, usercpu_time_millis: 42.778, usercpu_time_millis_testing: 1.729, usercpu_time_millis_training: 41.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9772, kappa: 0.7617, kb_relative_information_score: 2547.9608, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9777, predictive_accuracy: 0.9787, prior_entropy: 0.3037, recall: 0.9787, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1206, root_relative_squared_error: 0.5338, scimark_benchmark: 1814.5888, usercpu_time_millis: 14.64, usercpu_time_millis_testing: 1.415, usercpu_time_millis_training: 13.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9789, kappa: 0.782, kb_relative_information_score: 2649.3295, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9793, predictive_accuracy: 0.9802, prior_entropy: 0.3037, recall: 0.9802, relative_absolute_error: 0.3325, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1175, root_relative_squared_error: 0.5202, scimark_benchmark: 1739.5339, usercpu_time_millis: 13.021, usercpu_time_millis_testing: 1.187, usercpu_time_millis_training: 11.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9699, kappa: 0.6733, kb_relative_information_score: 2109.8887, mean_absolute_error: 0.0473, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9726, predictive_accuracy: 0.9733, prior_entropy: 0.3037, recall: 0.9733, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.5945, scimark_benchmark: 1830.0257, usercpu_time_millis: 27.111, usercpu_time_millis_testing: 2.813, usercpu_time_millis_training: 24.298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9816, kappa: 0.8137, kb_relative_information_score: 2690.3421, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9815, predictive_accuracy: 0.9822, prior_entropy: 0.3037, recall: 0.9822, relative_absolute_error: 0.2993, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5048, scimark_benchmark: 1810.3925, usercpu_time_millis: 0.595, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9752, kappa: 0.7374, kb_relative_information_score: 2388.7381, mean_absolute_error: 0.0393, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9764, predictive_accuracy: 0.9773, prior_entropy: 0.3037, recall: 0.9773, relative_absolute_error: 0.3844, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.126, root_relative_squared_error: 0.5578, scimark_benchmark: 1765.3211, usercpu_time_millis: 10.579, usercpu_time_millis_testing: 1.084, usercpu_time_millis_training: 9.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9747, f_measure: 0.968, kappa: 0.657, kb_relative_information_score: 1102.6955, mean_absolute_error: 0.0584, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9689, predictive_accuracy: 0.9711, prior_entropy: 0.3037, recall: 0.9711, relative_absolute_error: 0.5711, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1557, root_relative_squared_error: 0.6891, scimark_benchmark: 1870.9126, usercpu_time_millis: 21.338, usercpu_time_millis_testing: 1.49, usercpu_time_millis_training: 19.848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9804, kappa: 0.7989, kb_relative_information_score: 2810.7749, mean_absolute_error: 0.0327, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9806, predictive_accuracy: 0.9814, prior_entropy: 0.3037, recall: 0.9814, relative_absolute_error: 0.3199, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.114, root_relative_squared_error: 0.5048, scimark_benchmark: 1837.2976, usercpu_time_millis: 8.228, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 7.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, f_measure: 0.9198, kb_relative_information_score: -882.2496, mean_absolute_error: 0.0904, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8846, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.8978, scimark_benchmark: 1718.2966, usercpu_time_millis: 8.632, usercpu_time_millis_testing: 0.853, usercpu_time_millis_training: 7.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9668, f_measure: 0.936, kappa: 0.2266, kb_relative_information_score: -59.688, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9555, predictive_accuracy: 0.9533, prior_entropy: 0.3037, recall: 0.9533, relative_absolute_error: 0.7236, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1756, root_relative_squared_error: 0.7774, scimark_benchmark: 1797.567, usercpu_time_millis: 14.935, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 13.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9721, f_measure: 0.9682, kappa: 0.6724, kb_relative_information_score: 1217.2432, mean_absolute_error: 0.05, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9676, predictive_accuracy: 0.9698, prior_entropy: 0.3037, recall: 0.9698, relative_absolute_error: 0.4893, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.155, root_relative_squared_error: 0.6859, scimark_benchmark: 1741.8386, usercpu_time_millis: 3.399, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 3.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9796, kappa: 0.7884, kb_relative_information_score: 2683.4057, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.98, predictive_accuracy: 0.9808, prior_entropy: 0.3037, recall: 0.9808, relative_absolute_error: 0.3453, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1177, root_relative_squared_error: 0.5211, scimark_benchmark: 1823.8125, usercpu_time_millis: 3.528, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 3.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9783, kappa: 0.7728, kb_relative_information_score: 2642.7785, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9789, predictive_accuracy: 0.9797, prior_entropy: 0.3037, recall: 0.9797, relative_absolute_error: 0.3558, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.119, root_relative_squared_error: 0.5267, scimark_benchmark: 1735.7882, usercpu_time_millis: 9.273, usercpu_time_millis_testing: 0.905, usercpu_time_millis_training: 8.368,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.969, kappa: 0.6791, kb_relative_information_score: 1583.4033, mean_absolute_error: 0.0495, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9686, predictive_accuracy: 0.9709, prior_entropy: 0.3037, recall: 0.9709, relative_absolute_error: 0.4844, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1452, root_relative_squared_error: 0.6427, scimark_benchmark: 1900.8106, usercpu_time_millis: 19.643, usercpu_time_millis_testing: 1.062, usercpu_time_millis_training: 18.581,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.9198, kb_relative_information_score: -3115.5339, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9363, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.9488, scimark_benchmark: 1899.183, usercpu_time_millis: 3.931, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 3.665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9395, f_measure: 0.9198, kb_relative_information_score: -907.6907, mean_absolute_error: 0.09, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.8806, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2021, root_relative_squared_error: 0.8946, scimark_benchmark: 1807.2564, usercpu_time_millis: 6.088, usercpu_time_millis_testing: 0.521, usercpu_time_millis_training: 5.567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9821, kappa: 0.8171, kb_relative_information_score: 2866.1532, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9822, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.3056, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1134, root_relative_squared_error: 0.502, scimark_benchmark: 1864.0472, usercpu_time_millis: 10.366, usercpu_time_millis_testing: 0.608, usercpu_time_millis_training: 9.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.9198, kb_relative_information_score: -1205.4788, mean_absolute_error: 0.0934, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9142, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.209, root_relative_squared_error: 0.9252, scimark_benchmark: 1805.3849, usercpu_time_millis: 1.948, usercpu_time_millis_testing: 0.153, usercpu_time_millis_training: 1.795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.9198, kb_relative_information_score: -727.5058, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 1.0095, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1.0001, scimark_benchmark: 1828.8324, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9821, kappa: 0.8202, kb_relative_information_score: 2646.4665, mean_absolute_error: 0.0314, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.982, predictive_accuracy: 0.9826, prior_entropy: 0.3037, recall: 0.9826, relative_absolute_error: 0.3076, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1158, root_relative_squared_error: 0.5125, scimark_benchmark: 1820.2462, usercpu_time_millis: 28.344, usercpu_time_millis_testing: 1.77, usercpu_time_millis_training: 26.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9755, kappa: 0.7443, kb_relative_information_score: 2112.4564, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9758, predictive_accuracy: 0.9771, prior_entropy: 0.3037, recall: 0.9771, relative_absolute_error: 0.4142, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1294, root_relative_squared_error: 0.5728, scimark_benchmark: 1808.6867, usercpu_time_millis: 37.615, usercpu_time_millis_testing: 2.36, usercpu_time_millis_training: 35.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9677, kappa: 0.6495, kb_relative_information_score: 1346.3179, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9696, predictive_accuracy: 0.9713, prior_entropy: 0.3037, recall: 0.9713, relative_absolute_error: 0.5468, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1486, root_relative_squared_error: 0.6577, scimark_benchmark: 1823.3734, usercpu_time_millis: 6.403, usercpu_time_millis_testing: 0.534, usercpu_time_millis_training: 5.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9837, kappa: 0.8373, kb_relative_information_score: 2995.5665, mean_absolute_error: 0.0278, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9836, predictive_accuracy: 0.9841, prior_entropy: 0.3037, recall: 0.9841, relative_absolute_error: 0.2717, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1091, root_relative_squared_error: 0.483, scimark_benchmark: 1994.4339, usercpu_time_millis: 20.779, usercpu_time_millis_testing: 1.312, usercpu_time_millis_training: 19.467,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9307, f_measure: 0.9198, kb_relative_information_score: -862.2429, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9262, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2108, root_relative_squared_error: 0.9331, scimark_benchmark: 1752.4613, usercpu_time_millis: 11.736, usercpu_time_millis_testing: 1.25, usercpu_time_millis_training: 10.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9774, f_measure: 0.9369, kappa: 0.2381, kb_relative_information_score: 415.8688, mean_absolute_error: 0.0731, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9559, predictive_accuracy: 0.9537, prior_entropy: 0.3037, recall: 0.9537, relative_absolute_error: 0.7153, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1738, root_relative_squared_error: 0.7696, scimark_benchmark: 1842.8155, usercpu_time_millis: 13.805, usercpu_time_millis_testing: 1.618, usercpu_time_millis_training: 12.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9826, kappa: 0.8235, kb_relative_information_score: 2877.1514, mean_absolute_error: 0.0302, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9826, predictive_accuracy: 0.9833, prior_entropy: 0.3037, recall: 0.9833, relative_absolute_error: 0.2958, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.111, root_relative_squared_error: 0.4912, scimark_benchmark: 1963.6313, usercpu_time_millis: 32.578, usercpu_time_millis_testing: 2.335, usercpu_time_millis_training: 30.243,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9836, kappa: 0.8374, kb_relative_information_score: 2966.7408, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9835, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2532, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1089, root_relative_squared_error: 0.4822, scimark_benchmark: 1804.3143, usercpu_time_millis: 23.218, usercpu_time_millis_testing: 1.003, usercpu_time_millis_training: 22.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9834, kappa: 0.8324, kb_relative_information_score: 2952.4466, mean_absolute_error: 0.0286, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9833, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.4853, scimark_benchmark: 2026.9412, usercpu_time_millis: 19.46, usercpu_time_millis_testing: 1.135, usercpu_time_millis_training: 18.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9828, kappa: 0.8304, kb_relative_information_score: 3143.1622, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9827, predictive_accuracy: 0.9828, prior_entropy: 0.3037, recall: 0.9828, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.5031, scimark_benchmark: 1860.3923, usercpu_time_millis: 22.167, usercpu_time_millis_testing: 0.715, usercpu_time_millis_training: 21.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9836, kappa: 0.8374, kb_relative_information_score: 2985.9479, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9835, predictive_accuracy: 0.9839, prior_entropy: 0.3037, recall: 0.9839, relative_absolute_error: 0.2488, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1087, root_relative_squared_error: 0.4812, scimark_benchmark: 1840.7554, usercpu_time_millis: 10.991, usercpu_time_millis_testing: 0.445, usercpu_time_millis_training: 10.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.967, kappa: 0.6365, kb_relative_information_score: 1977.5893, mean_absolute_error: 0.051, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9712, predictive_accuracy: 0.9715, prior_entropy: 0.3037, recall: 0.9715, relative_absolute_error: 0.499, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1408, root_relative_squared_error: 0.6232, scimark_benchmark: 1729.0121, usercpu_time_millis: 14.168, usercpu_time_millis_testing: 1.673, usercpu_time_millis_training: 12.495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.9198, kb_relative_information_score: 5.651, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1778.3841, usercpu_time_millis: 3.565, usercpu_time_millis_testing: 0.608, usercpu_time_millis_training: 2.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9689, kappa: 0.6629, kb_relative_information_score: 1727.145, mean_absolute_error: 0.0506, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.971, predictive_accuracy: 0.9723, prior_entropy: 0.3037, recall: 0.9723, relative_absolute_error: 0.4955, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.6194, scimark_benchmark: 1724.0557, usercpu_time_millis: 19.029, usercpu_time_millis_testing: 2.267, usercpu_time_millis_training: 16.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9762, kappa: 0.7504, kb_relative_information_score: 2374.0368, mean_absolute_error: 0.0378, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9768, predictive_accuracy: 0.9779, prior_entropy: 0.3037, recall: 0.9779, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1233, root_relative_squared_error: 0.5456, scimark_benchmark: 1863.8504, usercpu_time_millis: 5.247, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 4.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9783, kappa: 0.7738, kb_relative_information_score: 2561.6776, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9789, predictive_accuracy: 0.9797, prior_entropy: 0.3037, recall: 0.9797, relative_absolute_error: 0.356, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1198, root_relative_squared_error: 0.5303, scimark_benchmark: 1734.8287, usercpu_time_millis: 26.018, usercpu_time_millis_testing: 2.809, usercpu_time_millis_training: 23.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.9198, kb_relative_information_score: 8.4091, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.895, predictive_accuracy: 0.9461, prior_entropy: 0.3037, recall: 0.9461, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.2259, root_relative_squared_error: 1, scimark_benchmark: 1818.0648, usercpu_time_millis: 0.295, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.255,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9674, f_measure: 0.9397, kappa: 0.2773, kb_relative_information_score: 131.8946, mean_absolute_error: 0.0736, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9572, predictive_accuracy: 0.9552, prior_entropy: 0.3037, recall: 0.9552, relative_absolute_error: 0.7205, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1748, root_relative_squared_error: 0.7739, scimark_benchmark: 1793.3333, usercpu_time_millis: 15.765, usercpu_time_millis_testing: 1.475, usercpu_time_millis_training: 14.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9805, kappa: 0.8094, kb_relative_information_score: 2429.2916, mean_absolute_error: 0.0332, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9806, predictive_accuracy: 0.9804, prior_entropy: 0.3037, recall: 0.9804, relative_absolute_error: 0.3252, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1255, root_relative_squared_error: 0.5556, scimark_benchmark: 1769.5835, usercpu_time_millis: 59.001, usercpu_time_millis_testing: 2.663, usercpu_time_millis_training: 56.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9681, kappa: 0.6502, kb_relative_information_score: 1993.8509, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9715, predictive_accuracy: 0.9721, prior_entropy: 0.3037, recall: 0.9721, relative_absolute_error: 0.4831, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1393, root_relative_squared_error: 0.6169, scimark_benchmark: 776.5622, usercpu_time_millis: 7.209, usercpu_time_millis_testing: 0.607, usercpu_time_millis_training: 6.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9813, kappa: 0.8158, kb_relative_information_score: 2405.7634, mean_absolute_error: 0.0341, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9812, predictive_accuracy: 0.9814, prior_entropy: 0.3037, recall: 0.9814, relative_absolute_error: 0.3332, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.5512, scimark_benchmark: 1847.1213, usercpu_time_millis: 43.513, usercpu_time_millis_testing: 1.724, usercpu_time_millis_training: 41.789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9651, f_measure: 0.9343, kappa: 0.2032, kb_relative_information_score: -15.9051, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9547, predictive_accuracy: 0.9525, prior_entropy: 0.3037, recall: 0.9525, relative_absolute_error: 0.7238, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1761, root_relative_squared_error: 0.7797, scimark_benchmark: 1866.6164, usercpu_time_millis: 5.898, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 5.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9787, kappa: 0.7924, kb_relative_information_score: 2324.2683, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1022, number_of_instances: 4839, precision: 0.9788, predictive_accuracy: 0.9785, prior_entropy: 0.3037, recall: 0.9785, relative_absolute_error: 0.3455, root_mean_prior_squared_error: 0.2259, root_mean_squared_error: 0.1282, root_relative_squared_error: 0.5676, scimark_benchmark: 1722.3194, usercpu_time_millis: 5.616, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 5.438,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

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

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From your own software

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

OpenML APIs