OpenML
Supervised Classification on qsar-biodeg

Supervised Classification on qsar-biodeg

Task 145862 Supervised Classification qsar-biodeg 115390 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6277, f_measure: 0.5281, kb_relative_information_score: 0.8965, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9992, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4726, root_relative_squared_error: 0.9994, scimark_benchmark: 1877.2162, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8519, f_measure: 0.548, kappa: 0.0312, kb_relative_information_score: 109.3073, mean_absolute_error: 0.4094, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.7021, predictive_accuracy: 0.6692, prior_entropy: 0.9226, recall: 0.6692, relative_absolute_error: 0.9153, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4373, root_relative_squared_error: 0.9248, scimark_benchmark: 1869.8223, usercpu_time_millis: 0.103, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1856.0129, usercpu_time_millis: 0.091, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9228, f_measure: 0.8618, kappa: 0.6894, kb_relative_information_score: 570.3024, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8614, predictive_accuracy: 0.8626, prior_entropy: 0.9226, recall: 0.8626, relative_absolute_error: 0.4796, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3183, root_relative_squared_error: 0.6733, scimark_benchmark: 1769.8552, usercpu_time_millis: 0.281, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8372, kappa: 0.6313, kb_relative_information_score: 449.793, mean_absolute_error: 0.2693, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8374, predictive_accuracy: 0.8398, prior_entropy: 0.9226, recall: 0.8398, relative_absolute_error: 0.6021, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.726, scimark_benchmark: 1847.612, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1863.4589, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1871.8964, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1753.7072, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1860.0732, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9123, f_measure: 0.8434, kappa: 0.6459, kb_relative_information_score: 482.592, mean_absolute_error: 0.2541, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8434, predictive_accuracy: 0.8455, prior_entropy: 0.9226, recall: 0.8455, relative_absolute_error: 0.5682, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3371, root_relative_squared_error: 0.7129, scimark_benchmark: 1860.0732, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8105, kappa: 0.5673, kb_relative_information_score: 375.5862, mean_absolute_error: 0.3017, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8147, predictive_accuracy: 0.8171, prior_entropy: 0.9226, recall: 0.8171, relative_absolute_error: 0.6745, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3627, root_relative_squared_error: 0.7671, scimark_benchmark: 1870.9126, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8717, f_measure: 0.6472, kappa: 0.212, kb_relative_information_score: 176.0643, mean_absolute_error: 0.3845, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.7593, predictive_accuracy: 0.7156, prior_entropy: 0.9226, recall: 0.7156, relative_absolute_error: 0.8596, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4167, root_relative_squared_error: 0.8812, scimark_benchmark: 1868.6447, usercpu_time_millis: 0.128, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1872.8797, usercpu_time_millis: 0.101, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.059,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9174, f_measure: 0.8398, kappa: 0.6383, kb_relative_information_score: 512.3238, mean_absolute_error: 0.2407, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8395, predictive_accuracy: 0.8417, prior_entropy: 0.9226, recall: 0.8417, relative_absolute_error: 0.5383, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.6975, scimark_benchmark: 1779.8859, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9226, f_measure: 0.8601, kappa: 0.686, kb_relative_information_score: 567.9011, mean_absolute_error: 0.2156, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8598, predictive_accuracy: 0.8607, prior_entropy: 0.9226, recall: 0.8607, relative_absolute_error: 0.4821, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3187, root_relative_squared_error: 0.6741, scimark_benchmark: 1952.3976, usercpu_time_millis: 0.246, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1854.7949, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1972.1538, usercpu_time_millis: 0.087, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8726, kappa: 0.7144, kb_relative_information_score: 610.1239, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8724, predictive_accuracy: 0.873, prior_entropy: 0.9226, recall: 0.873, relative_absolute_error: 0.437, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.6622, scimark_benchmark: 1747.8971, usercpu_time_millis: 0.54, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.492,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 2020.7693, usercpu_time_millis: 0.089, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1872.4956, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8553, f_measure: 0.6406, kappa: 0.1988, kb_relative_information_score: 162.3979, mean_absolute_error: 0.3893, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.755, predictive_accuracy: 0.7118, prior_entropy: 0.9226, recall: 0.7118, relative_absolute_error: 0.8705, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4214, root_relative_squared_error: 0.8912, scimark_benchmark: 1875.5079, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8448, kappa: 0.6498, kb_relative_information_score: 529.6133, mean_absolute_error: 0.2334, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8445, predictive_accuracy: 0.8464, prior_entropy: 0.9226, recall: 0.8464, relative_absolute_error: 0.5219, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.6889, scimark_benchmark: 1023.554, usercpu_time_millis: 0.353, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1744.1931, usercpu_time_millis: 0.112, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.061,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.8519, kappa: 0.6666, kb_relative_information_score: 541.9755, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8515, predictive_accuracy: 0.8531, prior_entropy: 0.9226, recall: 0.8531, relative_absolute_error: 0.508, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.6855, scimark_benchmark: 1412.9665, usercpu_time_millis: 0.268, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.213,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8597, f_measure: 0.5417, kappa: 0.0202, kb_relative_information_score: 108.4455, mean_absolute_error: 0.4099, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.6775, predictive_accuracy: 0.6664, prior_entropy: 0.9226, recall: 0.6664, relative_absolute_error: 0.9165, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4375, root_relative_squared_error: 0.9252, scimark_benchmark: 1022.3297, usercpu_time_millis: 0.211, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.121,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, f_measure: 0.8642, kappa: 0.6958, kb_relative_information_score: 565.4018, mean_absolute_error: 0.2166, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.864, predictive_accuracy: 0.8645, prior_entropy: 0.9226, recall: 0.8645, relative_absolute_error: 0.4842, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3195, root_relative_squared_error: 0.6757, scimark_benchmark: 1082.9489, usercpu_time_millis: 0.428, usercpu_time_millis_testing: 0.083, usercpu_time_millis_training: 0.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9238, f_measure: 0.8612, kappa: 0.6888, kb_relative_information_score: 578.6825, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8609, predictive_accuracy: 0.8616, prior_entropy: 0.9226, recall: 0.8616, relative_absolute_error: 0.4711, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3167, root_relative_squared_error: 0.6697, scimark_benchmark: 1089.1794, usercpu_time_millis: 0.476, usercpu_time_millis_testing: 0.082, usercpu_time_millis_training: 0.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8341, f_measure: 0.5563, kappa: 0.0457, kb_relative_information_score: 101.4047, mean_absolute_error: 0.4121, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.7222, predictive_accuracy: 0.673, prior_entropy: 0.9226, recall: 0.673, relative_absolute_error: 0.9214, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4401, root_relative_squared_error: 0.9307, scimark_benchmark: 1858.6099, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.925, f_measure: 0.8745, kappa: 0.7186, kb_relative_information_score: 605.0479, mean_absolute_error: 0.198, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8743, predictive_accuracy: 0.8749, prior_entropy: 0.9226, recall: 0.8749, relative_absolute_error: 0.4427, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3133, root_relative_squared_error: 0.6625, scimark_benchmark: 1413.6967, usercpu_time_millis: 0.497, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6177, f_measure: 0.5281, kb_relative_information_score: 0.5756, mean_absolute_error: 0.447, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9995, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4727, root_relative_squared_error: 0.9997, scimark_benchmark: 1876.2903, usercpu_time_millis: 0.099, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1867.6156, usercpu_time_millis: 0.09, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1874.977, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1871.2001, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.055,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9144, f_measure: 0.8417, kappa: 0.6426, kb_relative_information_score: 494.3006, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8415, predictive_accuracy: 0.8436, prior_entropy: 0.9226, recall: 0.8436, relative_absolute_error: 0.5563, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3341, root_relative_squared_error: 0.7066, scimark_benchmark: 1860.6176, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1873.4805, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.059,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.097, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.8554, kappa: 0.6756, kb_relative_information_score: 552.5012, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8551, predictive_accuracy: 0.8559, prior_entropy: 0.9226, recall: 0.8559, relative_absolute_error: 0.4972, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.6808, scimark_benchmark: 1873.9908, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1876.7581, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1852.9382, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1849.7379, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1860.0553, usercpu_time_millis: 0.098, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9134, f_measure: 0.8358, kappa: 0.6291, kb_relative_information_score: 473.3722, mean_absolute_error: 0.2585, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8356, predictive_accuracy: 0.8379, prior_entropy: 0.9226, recall: 0.8379, relative_absolute_error: 0.578, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3381, root_relative_squared_error: 0.715, scimark_benchmark: 1765.6919, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1870.1619, usercpu_time_millis: 0.092, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1872.9496, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1873.4078, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1869.6309, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1877.7992, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9185, f_measure: 0.8447, kappa: 0.6493, kb_relative_information_score: 526.3434, mean_absolute_error: 0.2343, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8444, predictive_accuracy: 0.8464, prior_entropy: 0.9226, recall: 0.8464, relative_absolute_error: 0.5239, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.327, root_relative_squared_error: 0.6915, scimark_benchmark: 1873.8757, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7942, f_measure: 0.5281, kb_relative_information_score: 25.5625, mean_absolute_error: 0.4387, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.981, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4643, root_relative_squared_error: 0.9819, scimark_benchmark: 2030.9042, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1864.5074, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9248, f_measure: 0.8726, kappa: 0.7144, kb_relative_information_score: 610.1879, mean_absolute_error: 0.1954, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8724, predictive_accuracy: 0.873, prior_entropy: 0.9226, recall: 0.873, relative_absolute_error: 0.4369, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3131, root_relative_squared_error: 0.6621, scimark_benchmark: 1871.8506, usercpu_time_millis: 0.499, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1875.6591, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1871.3742, usercpu_time_millis: 0.096, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8744, kappa: 0.7182, kb_relative_information_score: 602.552, mean_absolute_error: 0.199, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8742, predictive_accuracy: 0.8749, prior_entropy: 0.9226, recall: 0.8749, relative_absolute_error: 0.4449, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.314, root_relative_squared_error: 0.6641, scimark_benchmark: 1863.0965, usercpu_time_millis: 0.545, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9242, f_measure: 0.8714, kappa: 0.7112, kb_relative_information_score: 608.885, mean_absolute_error: 0.1959, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8711, predictive_accuracy: 0.872, prior_entropy: 0.9226, recall: 0.872, relative_absolute_error: 0.4381, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3138, root_relative_squared_error: 0.6637, scimark_benchmark: 1861.2508, usercpu_time_millis: 0.633, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9196, f_measure: 0.85, kappa: 0.6623, kb_relative_information_score: 540.4725, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8496, predictive_accuracy: 0.8512, prior_entropy: 0.9226, recall: 0.8512, relative_absolute_error: 0.5095, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.6862, scimark_benchmark: 1756.5914, usercpu_time_millis: 0.233, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1771.2896, usercpu_time_millis: 0.105, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1874.977, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1766.7296, usercpu_time_millis: 0.094, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.685, f_measure: 0.5281, kb_relative_information_score: 3.3557, mean_absolute_error: 0.446, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4716, root_relative_squared_error: 0.9974, scimark_benchmark: 1874.977, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1865.9581, usercpu_time_millis: 0.095, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8611, kappa: 0.6884, kb_relative_information_score: 572.0444, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.8608, predictive_accuracy: 0.8616, prior_entropy: 0.9226, recall: 0.8616, relative_absolute_error: 0.4782, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.3175, root_relative_squared_error: 0.6716, scimark_benchmark: 1877.6841, usercpu_time_millis: 0.247, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.206,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1856.0946, usercpu_time_millis: 0.1, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 2035.6273, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.496, f_measure: 0.5281, kb_relative_information_score: 0.1969, mean_absolute_error: 0.4472, mean_prior_absolute_error: 0.4472, number_of_instances: 1055, precision: 0.439, predictive_accuracy: 0.6626, prior_entropy: 0.9226, recall: 0.6626, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4728, root_mean_squared_error: 0.4728, root_relative_squared_error: 1, scimark_benchmark: 1876.7581, usercpu_time_millis: 0.093, usercpu_time_millis_testing: 0.042, usercpu_time_millis_training: 0.051,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs