Task
Supervised Classification on fri_c2_1000_25

Supervised Classification on fri_c2_1000_25

Task 3766 Supervised Classification fri_c2_1000_25 436 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8738, kappa: 0.7433, kb_relative_information_score: 662.2432, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8738, predictive_accuracy: 0.874, prior_entropy: 0.9886, recall: 0.874, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.6346, scimark_benchmark: 1320.9387, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.8738, kappa: 0.7433, kb_relative_information_score: 662.2432, mean_absolute_error: 0.1769, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8738, predictive_accuracy: 0.874, prior_entropy: 0.9886, recall: 0.874, relative_absolute_error: 0.3595, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3148, root_relative_squared_error: 0.6346, scimark_benchmark: 1348.2804, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.883, kappa: 0.7623, kb_relative_information_score: 558.2758, mean_absolute_error: 0.2398, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.883, predictive_accuracy: 0.883, prior_entropy: 0.9886, recall: 0.883, relative_absolute_error: 0.4873, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6056, scimark_benchmark: 1292.514, usercpu_time_millis: 570, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8878, kappa: 0.7718, kb_relative_information_score: 673.4869, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 0.9886, recall: 0.888, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5699, scimark_benchmark: 1371.174, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.868, kappa: 0.7319, kb_relative_information_score: 688.0543, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8681, predictive_accuracy: 0.868, prior_entropy: 0.9886, recall: 0.868, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.6523, scimark_benchmark: 1332.9478, usercpu_time_millis: 550, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7462, f_measure: 0.6853, kappa: 0.361, kb_relative_information_score: 260.0193, mean_absolute_error: 0.3709, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6856, predictive_accuracy: 0.685, prior_entropy: 0.9886, recall: 0.685, relative_absolute_error: 0.7538, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9231, scimark_benchmark: 1331.5882, usercpu_time_millis: 25370, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 25160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.873, kappa: 0.7417, kb_relative_information_score: 537.8128, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8729, predictive_accuracy: 0.873, prior_entropy: 0.9886, recall: 0.873, relative_absolute_error: 0.5052, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6366, scimark_benchmark: 1348.2476, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1347.993, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 938.0414, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.883, kappa: 0.7623, kb_relative_information_score: 558.2758, mean_absolute_error: 0.2398, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.883, predictive_accuracy: 0.883, prior_entropy: 0.9886, recall: 0.883, relative_absolute_error: 0.4873, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6056, scimark_benchmark: 1278.6629, usercpu_time_millis: 520, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.883, kappa: 0.7623, kb_relative_information_score: 558.2758, mean_absolute_error: 0.2398, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.883, predictive_accuracy: 0.883, prior_entropy: 0.9886, recall: 0.883, relative_absolute_error: 0.4873, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3004, root_relative_squared_error: 0.6056, scimark_benchmark: 1322.7257, usercpu_time_millis: 430, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1347.993, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8878, kappa: 0.7718, kb_relative_information_score: 673.4869, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 0.9886, recall: 0.888, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5699, scimark_benchmark: 1347.993, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.873, kappa: 0.7417, kb_relative_information_score: 537.8128, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8729, predictive_accuracy: 0.873, prior_entropy: 0.9886, recall: 0.873, relative_absolute_error: 0.5052, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6366, scimark_benchmark: 1307.9497, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7462, f_measure: 0.6853, kappa: 0.361, kb_relative_information_score: 260.0193, mean_absolute_error: 0.3709, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6856, predictive_accuracy: 0.685, prior_entropy: 0.9886, recall: 0.685, relative_absolute_error: 0.7538, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.4579, root_relative_squared_error: 0.9231, scimark_benchmark: 1322.3407, usercpu_time_millis: 32280, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 32080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1317.5348, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1317.5857, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8609, kappa: 0.7173, kb_relative_information_score: 656.0256, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8609, predictive_accuracy: 0.861, prior_entropy: 0.9886, recall: 0.861, relative_absolute_error: 0.3569, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.321, root_relative_squared_error: 0.6472, scimark_benchmark: 1350.7721, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9415, f_measure: 0.891, kappa: 0.7783, kb_relative_information_score: 663.9535, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8909, predictive_accuracy: 0.891, prior_entropy: 0.9886, recall: 0.891, relative_absolute_error: 0.3618, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.5993, scimark_benchmark: 1307.9497, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1393.8432, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.7475, kappa: 0.4883, kb_relative_information_score: 482.2146, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.7486, predictive_accuracy: 0.747, prior_entropy: 0.9886, recall: 0.747, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.503, root_relative_squared_error: 1.0141, scimark_benchmark: 1340.9749, usercpu_time_millis: 480, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1303.5632, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1324.7884, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7454, f_measure: 0.7475, kappa: 0.4883, kb_relative_information_score: 482.2146, mean_absolute_error: 0.253, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.7486, predictive_accuracy: 0.747, prior_entropy: 0.9886, recall: 0.747, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.503, root_relative_squared_error: 1.0141, scimark_benchmark: 1303.5632, usercpu_time_millis: 490, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8609, kappa: 0.7173, kb_relative_information_score: 656.0256, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8609, predictive_accuracy: 0.861, prior_entropy: 0.9886, recall: 0.861, relative_absolute_error: 0.3569, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.321, root_relative_squared_error: 0.6472, scimark_benchmark: 929.0363, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1336.0954, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8878, kappa: 0.7718, kb_relative_information_score: 673.4869, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 0.9886, recall: 0.888, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5699, scimark_benchmark: 1303.5632, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1339.2472, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1362.9924, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, f_measure: 0.873, kappa: 0.7417, kb_relative_information_score: 537.8128, mean_absolute_error: 0.2486, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8729, predictive_accuracy: 0.873, prior_entropy: 0.9886, recall: 0.873, relative_absolute_error: 0.5052, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3158, root_relative_squared_error: 0.6366, scimark_benchmark: 1336.0954, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1325.8468, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, f_measure: 0.8609, kappa: 0.7173, kb_relative_information_score: 656.0256, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8609, predictive_accuracy: 0.861, prior_entropy: 0.9886, recall: 0.861, relative_absolute_error: 0.3569, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.321, root_relative_squared_error: 0.6472, scimark_benchmark: 1340.9749, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1347.6543, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1333.0982, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.8878, kappa: 0.7718, kb_relative_information_score: 673.4869, mean_absolute_error: 0.1729, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8879, predictive_accuracy: 0.888, prior_entropy: 0.9886, recall: 0.888, relative_absolute_error: 0.3514, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.2827, root_relative_squared_error: 0.5699, scimark_benchmark: 1337.9552, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.878, kappa: 0.7521, kb_relative_information_score: 672.5314, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.878, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.3422, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3076, root_relative_squared_error: 0.6202, scimark_benchmark: 1310.6554, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9258, f_measure: 0.868, kappa: 0.7319, kb_relative_information_score: 688.0543, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8681, predictive_accuracy: 0.868, prior_entropy: 0.9886, recall: 0.868, relative_absolute_error: 0.3244, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.6523, scimark_benchmark: 927.2917, usercpu_time_millis: 530, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6667, f_measure: 0.6706, kappa: 0.3321, kb_relative_information_score: 324.6419, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6715, predictive_accuracy: 0.67, prior_entropy: 0.9886, recall: 0.67, relative_absolute_error: 0.6706, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.1581, usercpu_time_millis: 2.524, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 2.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7179, f_measure: 0.7214, kappa: 0.4346, kb_relative_information_score: 429.0082, mean_absolute_error: 0.279, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.7219, predictive_accuracy: 0.721, prior_entropy: 0.9886, recall: 0.721, relative_absolute_error: 0.567, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5282, root_relative_squared_error: 1.0649, usercpu_time_millis: 1.163, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 1.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6719, f_measure: 0.677, kappa: 0.3437, kb_relative_information_score: 338.9667, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6771, predictive_accuracy: 0.677, prior_entropy: 0.9886, recall: 0.677, relative_absolute_error: 0.6564, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5683, root_relative_squared_error: 1.1458, usercpu_time_millis: 1.416, usercpu_time_millis_testing: 0.606, usercpu_time_millis_training: 0.81,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7409, f_measure: 0.7426, kappa: 0.4789, kb_relative_information_score: 471.9826, mean_absolute_error: 0.258, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.7441, predictive_accuracy: 0.742, prior_entropy: 0.9886, recall: 0.742, relative_absolute_error: 0.5243, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5079, root_relative_squared_error: 1.024, usercpu_time_millis: 1.082, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6676, f_measure: 0.6742, kappa: 0.3366, kb_relative_information_score: 334.8739, mean_absolute_error: 0.325, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6738, predictive_accuracy: 0.675, prior_entropy: 0.9886, recall: 0.675, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5701, root_relative_squared_error: 1.1493, usercpu_time_millis: 0.08, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7456, f_measure: 0.7458, kappa: 0.4866, kb_relative_information_score: 478.1218, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.7487, predictive_accuracy: 0.745, prior_entropy: 0.9886, recall: 0.745, relative_absolute_error: 0.5182, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.505, root_relative_squared_error: 1.0181, usercpu_time_millis: 3.455, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 3.404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, f_measure: 0.8762, kappa: 0.7489, kb_relative_information_score: 746.2001, mean_absolute_error: 0.124, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8767, predictive_accuracy: 0.876, prior_entropy: 0.9886, recall: 0.876, relative_absolute_error: 0.252, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3521, root_relative_squared_error: 0.7099, usercpu_time_millis: 1.12, usercpu_time_millis_testing: 0.033, usercpu_time_millis_training: 1.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8346, f_measure: 0.841, kappa: 0.6757, kb_relative_information_score: 676.6225, mean_absolute_error: 0.158, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8425, predictive_accuracy: 0.842, prior_entropy: 0.9886, recall: 0.842, relative_absolute_error: 0.3211, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8014, usercpu_time_millis: 52.158, usercpu_time_millis_testing: 0.305, usercpu_time_millis_training: 51.853,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, f_measure: 0.8537, kappa: 0.7022, kb_relative_information_score: 701.1793, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8538, predictive_accuracy: 0.854, prior_entropy: 0.9886, recall: 0.854, relative_absolute_error: 0.2967, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3821, root_relative_squared_error: 0.7703, usercpu_time_millis: 1.683, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 1.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6822, f_measure: 0.689, kappa: 0.3664, kb_relative_information_score: 365.5698, mean_absolute_error: 0.31, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6886, predictive_accuracy: 0.69, prior_entropy: 0.9886, recall: 0.69, relative_absolute_error: 0.63, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5568, root_relative_squared_error: 1.1225, usercpu_time_millis: 0.406, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6603, f_measure: 0.6671, kappa: 0.3222, kb_relative_information_score: 320.5491, mean_absolute_error: 0.332, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6667, predictive_accuracy: 0.668, prior_entropy: 0.9886, recall: 0.668, relative_absolute_error: 0.6747, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5762, root_relative_squared_error: 1.1616, usercpu_time_millis: 0.45, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.416,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6617, f_measure: 0.6683, kappa: 0.3247, kb_relative_information_score: 322.5955, mean_absolute_error: 0.331, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6679, predictive_accuracy: 0.669, prior_entropy: 0.9886, recall: 0.669, relative_absolute_error: 0.6727, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5753, root_relative_squared_error: 1.1599, usercpu_time_millis: 0.402, usercpu_time_millis_testing: 0.034, usercpu_time_millis_training: 0.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6145, f_measure: 0.6209, kappa: 0.2292, kb_relative_information_score: 224.3683, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6207, predictive_accuracy: 0.621, prior_entropy: 0.9886, recall: 0.621, relative_absolute_error: 0.7702, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.6156, root_relative_squared_error: 1.2412, usercpu_time_millis: 2.602, usercpu_time_millis_testing: 0.656, usercpu_time_millis_training: 1.946,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.871, kappa: 0.7378, kb_relative_information_score: 735.9681, mean_absolute_error: 0.129, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.871, predictive_accuracy: 0.871, prior_entropy: 0.9886, recall: 0.871, relative_absolute_error: 0.2622, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3592, root_relative_squared_error: 0.7241, usercpu_time_millis: 1.734, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 1.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, f_measure: 0.8779, kappa: 0.7518, kb_relative_information_score: 750.2929, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8779, predictive_accuracy: 0.878, prior_entropy: 0.9886, recall: 0.878, relative_absolute_error: 0.2479, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3493, root_relative_squared_error: 0.7042, usercpu_time_millis: 2.45, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 2.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6913, f_measure: 0.6974, kappa: 0.384, kb_relative_information_score: 381.941, mean_absolute_error: 0.302, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6971, predictive_accuracy: 0.698, prior_entropy: 0.9886, recall: 0.698, relative_absolute_error: 0.6137, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5495, root_relative_squared_error: 1.1079, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6629, f_measure: 0.6693, kappa: 0.3269, kb_relative_information_score: 324.6419, mean_absolute_error: 0.33, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6689, predictive_accuracy: 0.67, prior_entropy: 0.9886, recall: 0.67, relative_absolute_error: 0.6706, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5745, root_relative_squared_error: 1.1581, usercpu_time_millis: 0.055, usercpu_time_millis_testing: 0.006, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6725, f_measure: 0.6792, kappa: 0.3467, kb_relative_information_score: 345.1059, mean_absolute_error: 0.32, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6787, predictive_accuracy: 0.68, prior_entropy: 0.9886, recall: 0.68, relative_absolute_error: 0.6503, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5657, root_relative_squared_error: 1.1405, usercpu_time_millis: 1.02, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 1.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8059, f_measure: 0.8065, kappa: 0.6081, kb_relative_information_score: 602.9522, mean_absolute_error: 0.194, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8079, predictive_accuracy: 0.806, prior_entropy: 0.9886, recall: 0.806, relative_absolute_error: 0.3942, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.4405, root_relative_squared_error: 0.888, usercpu_time_millis: 19.951, usercpu_time_millis_testing: 1.68, usercpu_time_millis_training: 18.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8169, f_measure: 0.8165, kappa: 0.6289, kb_relative_information_score: 623.4161, mean_absolute_error: 0.184, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8185, predictive_accuracy: 0.816, prior_entropy: 0.9886, recall: 0.816, relative_absolute_error: 0.3739, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.429, root_relative_squared_error: 0.8648, usercpu_time_millis: 3.932, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 3.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.7121, kappa: 0.4125, kb_relative_information_score: 416.7298, mean_absolute_error: 0.285, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.7136, predictive_accuracy: 0.715, prior_entropy: 0.9886, recall: 0.715, relative_absolute_error: 0.5792, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5339, root_relative_squared_error: 1.0763, usercpu_time_millis: 0.224, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 0.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6617, f_measure: 0.6683, kappa: 0.3247, kb_relative_information_score: 322.5955, mean_absolute_error: 0.331, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6679, predictive_accuracy: 0.669, prior_entropy: 0.9886, recall: 0.669, relative_absolute_error: 0.6727, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5753, root_relative_squared_error: 1.1599, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6555, f_measure: 0.6603, kappa: 0.3104, kb_relative_information_score: 304.1779, mean_absolute_error: 0.34, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6607, predictive_accuracy: 0.66, prior_entropy: 0.9886, recall: 0.66, relative_absolute_error: 0.6909, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5831, root_relative_squared_error: 1.1756, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 0.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8756, f_measure: 0.8788, kappa: 0.7534, kb_relative_information_score: 752.3393, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8788, predictive_accuracy: 0.879, prior_entropy: 0.9886, recall: 0.879, relative_absolute_error: 0.2459, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3479, root_relative_squared_error: 0.7013, usercpu_time_millis: 0.215, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.671, f_measure: 0.6761, kappa: 0.3419, kb_relative_information_score: 336.9203, mean_absolute_error: 0.324, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.6762, predictive_accuracy: 0.676, prior_entropy: 0.9886, recall: 0.676, relative_absolute_error: 0.6584, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.5692, root_relative_squared_error: 1.1476, usercpu_time_millis: 0.873, usercpu_time_millis_testing: 0.018, usercpu_time_millis_training: 0.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8808, f_measure: 0.8838, kappa: 0.7637, kb_relative_information_score: 762.5713, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.4921, number_of_instances: 1000, precision: 0.8839, predictive_accuracy: 0.884, prior_entropy: 0.9886, recall: 0.884, relative_absolute_error: 0.2357, root_mean_prior_squared_error: 0.496, root_mean_squared_error: 0.3406, root_relative_squared_error: 0.6866, usercpu_time_millis: 9.22, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 8.953,

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