OpenML
Supervised Classification on climate-model-simulation-crashes

Supervised Classification on climate-model-simulation-crashes

Task 145839 Supervised Classification climate-model-simulation-crashes 60811 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1868.1832, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 2029.819, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8589, f_measure: 0.8866, kappa: 0.1856, kb_relative_information_score: -62.5522, mean_absolute_error: 0.1237, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8772, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.7875, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.263, root_relative_squared_error: 0.9421, scimark_benchmark: 2029.2483, usercpu_time_millis: 0.151, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1863.9794, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1741.9792, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.069, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.8741, kb_relative_information_score: -91.9793, mean_absolute_error: 0.1393, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8866, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2581, root_relative_squared_error: 0.9246, scimark_benchmark: 1869.1029, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1749.5206, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8676, f_measure: 0.8746, kappa: 0.0229, kb_relative_information_score: -82.7286, mean_absolute_error: 0.1321, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8549, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8407, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.9158, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1868.7112, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8594, f_measure: 0.8866, kappa: 0.1856, kb_relative_information_score: -62.6966, mean_absolute_error: 0.1234, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8772, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.785, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.9443, scimark_benchmark: 1742.9568, usercpu_time_millis: 0.156, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1873.9387, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8818, kappa: 0.1227, kb_relative_information_score: -65.4498, mean_absolute_error: 0.1261, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8699, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.8028, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2585, root_relative_squared_error: 0.9261, scimark_benchmark: 1737.894, usercpu_time_millis: 0.167, usercpu_time_millis_testing: 0.071, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.088, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8592, f_measure: 0.8872, kappa: 0.1743, kb_relative_information_score: -62.5224, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8777, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.9358, scimark_benchmark: 1860.7926, usercpu_time_millis: 0.195, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.8807, kappa: 0.1019, kb_relative_information_score: -71.719, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8681, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8148, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2566, root_relative_squared_error: 0.9191, scimark_benchmark: 1864.9656, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.058,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.8741, kb_relative_information_score: -86.8246, mean_absolute_error: 0.1388, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8835, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.256, root_relative_squared_error: 0.9171, scimark_benchmark: 1750.4475, usercpu_time_millis: 0.419, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1874.977, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.8741, kb_relative_information_score: -87.9176, mean_absolute_error: 0.1398, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.257, root_relative_squared_error: 0.9207, scimark_benchmark: 1744.4636, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, f_measure: 0.884, kappa: 0.1466, kb_relative_information_score: -64.3233, mean_absolute_error: 0.1248, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8731, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7945, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.261, root_relative_squared_error: 0.935, scimark_benchmark: 1747.0922, usercpu_time_millis: 0.151, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8687, f_measure: 0.8741, kb_relative_information_score: -92.217, mean_absolute_error: 0.1404, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8933, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2589, root_relative_squared_error: 0.9275, scimark_benchmark: 1872.4881, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1876.8275, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8667, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -87.5382, mean_absolute_error: 0.1349, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.9161, scimark_benchmark: 1746.2876, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8606, f_measure: 0.884, kappa: 0.1466, kb_relative_information_score: -66.1071, mean_absolute_error: 0.125, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8731, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7955, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2608, root_relative_squared_error: 0.934, scimark_benchmark: 1744.8643, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.8852, kappa: 0.1515, kb_relative_information_score: -64.8235, mean_absolute_error: 0.1257, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8749, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8003, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.9289, scimark_benchmark: 1748.7212, usercpu_time_millis: 0.139, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.798, f_measure: 0.8741, kb_relative_information_score: -72.2994, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9724, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2741, root_relative_squared_error: 0.9818, scimark_benchmark: 1899.9066, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1897.9273, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.8866, kappa: 0.1856, kb_relative_information_score: -61.7296, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8772, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.7859, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2636, root_relative_squared_error: 0.9441, scimark_benchmark: 1748.7212, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8641, f_measure: 0.883, kappa: 0.1111, kb_relative_information_score: -75.8617, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8732, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8234, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2556, root_relative_squared_error: 0.9157, scimark_benchmark: 1891.3964, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8584, f_measure: 0.886, kappa: 0.1692, kb_relative_information_score: -62.4929, mean_absolute_error: 0.1244, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.876, predictive_accuracy: 0.9037, prior_entropy: 0.4254, recall: 0.9037, relative_absolute_error: 0.7914, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2618, root_relative_squared_error: 0.9378, scimark_benchmark: 1962.9896, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8672, f_measure: 0.883, kappa: 0.1111, kb_relative_information_score: -79.0377, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8732, predictive_accuracy: 0.9093, prior_entropy: 0.4254, recall: 0.9093, relative_absolute_error: 0.8237, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.9189, scimark_benchmark: 1946.7514, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1950.7425, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.8741, kb_relative_information_score: -94.6206, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9656, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.9766, scimark_benchmark: 1946.2899, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1865.8853, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8684, f_measure: 0.8741, kb_relative_information_score: -92.1722, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8876, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2582, root_relative_squared_error: 0.925, scimark_benchmark: 1962.3135, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.041,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1966.4611, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.036,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1835.4584, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8674, f_measure: 0.8741, kb_relative_information_score: -61.6501, mean_absolute_error: 0.1506, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9584, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2705, root_relative_squared_error: 0.9689, scimark_benchmark: 1837.1346, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1908.0373, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.8866, kappa: 0.1856, kb_relative_information_score: -62.0908, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8772, predictive_accuracy: 0.9019, prior_entropy: 0.4254, recall: 0.9019, relative_absolute_error: 0.7848, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2638, root_relative_squared_error: 0.9449, scimark_benchmark: 1904.7609, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8583, f_measure: 0.8835, kappa: 0.1596, kb_relative_information_score: -62.2943, mean_absolute_error: 0.1238, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.873, predictive_accuracy: 0.9, prior_entropy: 0.4254, recall: 0.9, relative_absolute_error: 0.7879, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2629, root_relative_squared_error: 0.9417, scimark_benchmark: 1844.2985, usercpu_time_millis: 0.173, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1844.7567, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8734, f_measure: 0.8741, kb_relative_information_score: -88.9978, mean_absolute_error: 0.142, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9036, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2593, root_relative_squared_error: 0.929, scimark_benchmark: 1848.4715, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8637, f_measure: 0.8841, kappa: 0.116, kb_relative_information_score: -75.044, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8764, predictive_accuracy: 0.9111, prior_entropy: 0.4254, recall: 0.9111, relative_absolute_error: 0.8211, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2555, root_relative_squared_error: 0.9153, scimark_benchmark: 1847.1112, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8693, f_measure: 0.8741, kb_relative_information_score: -78.6724, mean_absolute_error: 0.1481, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2669, root_relative_squared_error: 0.9561, scimark_benchmark: 1902.571, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1909.7019, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8623, f_measure: 0.8852, kappa: 0.1515, kb_relative_information_score: -66.8923, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8749, predictive_accuracy: 0.9056, prior_entropy: 0.4254, recall: 0.9056, relative_absolute_error: 0.8016, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2594, root_relative_squared_error: 0.9291, scimark_benchmark: 1907.5278, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1969.7932, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1974.5685, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.059, usercpu_time_millis_training: 0.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.865, f_measure: 0.8818, kappa: 0.1064, kb_relative_information_score: -74.2544, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8704, predictive_accuracy: 0.9074, prior_entropy: 0.4254, recall: 0.9074, relative_absolute_error: 0.8203, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2565, root_relative_squared_error: 0.919, scimark_benchmark: 1979.3642, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1980.7164, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8675, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -86.8558, mean_absolute_error: 0.1344, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8553, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.9158, scimark_benchmark: 1765.0939, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1765.0939, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1765.0939, usercpu_time_millis: 0.109, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7948, f_measure: 0.8741, kb_relative_information_score: -22.6265, mean_absolute_error: 0.1548, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9852, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2772, root_relative_squared_error: 0.9931, scimark_benchmark: 1763.7023, usercpu_time_millis: 0.11, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1759.0068, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 0.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8626, f_measure: 0.8741, kb_relative_information_score: -40.7953, mean_absolute_error: 0.1528, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.9725, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2739, root_relative_squared_error: 0.9811, scimark_benchmark: 1826.9759, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8632, f_measure: 0.8841, kappa: 0.116, kb_relative_information_score: -74.9933, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8764, predictive_accuracy: 0.9111, prior_entropy: 0.4254, recall: 0.9111, relative_absolute_error: 0.8207, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2552, root_relative_squared_error: 0.9142, scimark_benchmark: 1830.9154, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1834.5962, usercpu_time_millis: 0.108, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.871, f_measure: 0.8741, kb_relative_information_score: -87.6888, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.8753, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.255, root_relative_squared_error: 0.9135, scimark_benchmark: 1756.8807, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.046,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4715, f_measure: 0.8741, kb_relative_information_score: 2.5067, mean_absolute_error: 0.1559, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8369, predictive_accuracy: 0.9148, prior_entropy: 0.4254, recall: 0.9148, relative_absolute_error: 0.992, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2792, root_relative_squared_error: 1.0001, scimark_benchmark: 1847.2266, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.062, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8685, f_measure: 0.8723, kappa: -0.0072, kb_relative_information_score: -80.4116, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8366, predictive_accuracy: 0.9111, prior_entropy: 0.4254, recall: 0.9111, relative_absolute_error: 0.8435, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.9047, scimark_benchmark: 1845.7246, usercpu_time_millis: 0.104, usercpu_time_millis_testing: 0.06, usercpu_time_millis_training: 0.044,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8664, f_measure: 0.8732, kappa: -0.0036, kb_relative_information_score: -87.9835, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8367, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.863, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2551, root_relative_squared_error: 0.9139, scimark_benchmark: 1843.602, usercpu_time_millis: 0.106, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.8704, kappa: -0.0138, kb_relative_information_score: -82.5125, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8363, predictive_accuracy: 0.9074, prior_entropy: 0.4254, recall: 0.9074, relative_absolute_error: 0.8431, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2545, root_relative_squared_error: 0.9115, scimark_benchmark: 2123.1343, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8634, f_measure: 0.8853, kappa: 0.1209, kb_relative_information_score: -75.5536, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.1571, number_of_instances: 540, precision: 0.8803, predictive_accuracy: 0.913, prior_entropy: 0.4254, recall: 0.913, relative_absolute_error: 0.8218, root_mean_prior_squared_error: 0.2792, root_mean_squared_error: 0.2542, root_relative_squared_error: 0.9107, scimark_benchmark: 1844.13, usercpu_time_millis: 0.126, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.065,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs