OpenML
Supervised Classification on yeast

Supervised Classification on yeast

Task 2073 Supervised Classification yeast 1323 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 study_1 study_107 study_41 study_7 study_70 under100k under1m
Issue #Downvotes for this reason By


Metric:

1323 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.5664, kappa: 0.4525, kb_relative_information_score: 673.9349, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5825, predictive_accuracy: 0.5768, prior_entropy: 2.5035, recall: 0.5768, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.8642, scimark_benchmark: 1235.0792, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6858, f_measure: 0.5227, kappa: 0.3856, kb_relative_information_score: 656.4455, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5237, predictive_accuracy: 0.5229, prior_entropy: 2.5035, recall: 0.5229, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3078, root_relative_squared_error: 1.1043, scimark_benchmark: 478.0529, usercpu_time_millis: 370, usercpu_time_millis_testing: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.824, f_measure: 0.5759, kappa: 0.4589, kb_relative_information_score: 660.5828, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5841, predictive_accuracy: 0.5856, prior_entropy: 2.5035, recall: 0.5856, relative_absolute_error: 0.6974, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.841, scimark_benchmark: 1254.1389, usercpu_time_millis: 470, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7405, f_measure: 0.5595, kappa: 0.4361, kb_relative_information_score: 686.2257, mean_absolute_error: 0.0993, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5588, predictive_accuracy: 0.5654, prior_entropy: 2.5035, recall: 0.5654, relative_absolute_error: 0.6382, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2658, root_relative_squared_error: 0.9538, scimark_benchmark: 473.1656, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7908, f_measure: 0.392, kappa: 0.2968, kb_relative_information_score: 542.2867, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.476, predictive_accuracy: 0.4077, prior_entropy: 2.5035, recall: 0.4077, relative_absolute_error: 0.7929, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2801, root_relative_squared_error: 1.0051, scimark_benchmark: 473.1656, usercpu_time_millis: 150, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.2436, kappa: 0.1852, kb_relative_information_score: 289.4441, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.1753, predictive_accuracy: 0.407, prior_entropy: 2.5035, recall: 0.407, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9503, scimark_benchmark: 473.1656, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.5664, kappa: 0.4525, kb_relative_information_score: 673.9349, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5825, predictive_accuracy: 0.5768, prior_entropy: 2.5035, recall: 0.5768, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.8642, scimark_benchmark: 1230.3004, usercpu_time_millis: 30, usercpu_time_millis_testing: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.1856, kappa: 0.0237, kb_relative_information_score: 51.6279, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.3112, predictive_accuracy: 0.3261, prior_entropy: 2.5035, recall: 0.3261, relative_absolute_error: 0.988, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2763, root_relative_squared_error: 0.9912, scimark_benchmark: 1230.3004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.5664, kappa: 0.4525, kb_relative_information_score: 673.9349, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5825, predictive_accuracy: 0.5768, prior_entropy: 2.5035, recall: 0.5768, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2409, root_relative_squared_error: 0.8642, scimark_benchmark: 1230.3004, usercpu_time_millis: 30, usercpu_time_millis_testing: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.5628, kappa: 0.4425, kb_relative_information_score: 648.0084, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5638, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.8528, scimark_benchmark: 1230.3004, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4934, f_measure: 0.1484, kb_relative_information_score: 0.6293, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.0973, predictive_accuracy: 0.312, prior_entropy: 2.5035, recall: 0.312, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2787, root_relative_squared_error: 1, scimark_benchmark: 1241.5236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5581, kappa: 0.4392, kb_relative_information_score: 622.0515, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5626, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.7126, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8684, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.5614, kappa: 0.4408, kb_relative_information_score: 640.5353, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5635, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7055, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2406, root_relative_squared_error: 0.8632, scimark_benchmark: 851.2074, usercpu_time_millis: 500, usercpu_time_millis_training: 500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 916.0735, usercpu_time_millis: 610, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 941.6675, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 938.191, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.5963, kappa: 0.4884, kb_relative_information_score: 691.4916, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5985, predictive_accuracy: 0.6078, prior_entropy: 2.5035, recall: 0.6078, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.232, root_relative_squared_error: 0.8324, scimark_benchmark: 941.6675, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.604, kappa: 0.4969, kb_relative_information_score: 718.6166, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6026, predictive_accuracy: 0.6139, prior_entropy: 2.5035, recall: 0.6139, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.821, scimark_benchmark: 931.771, usercpu_time_millis: 810, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 974.2014, usercpu_time_millis: 650, usercpu_time_millis_testing: 290, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 974.2014, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 974.2014, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.5587, kappa: 0.438, kb_relative_information_score: 638.8752, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5564, predictive_accuracy: 0.5681, prior_entropy: 2.5035, recall: 0.5681, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.8547, scimark_benchmark: 936.3373, usercpu_time_millis: 280, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.604, kappa: 0.4969, kb_relative_information_score: 718.6166, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6026, predictive_accuracy: 0.6139, prior_entropy: 2.5035, recall: 0.6139, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.821, scimark_benchmark: 943.1009, usercpu_time_millis: 900, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5581, kappa: 0.4392, kb_relative_information_score: 622.0515, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5626, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.7126, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8684, scimark_benchmark: 819.5729, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 908.9569, usercpu_time_millis: 1010, usercpu_time_millis_testing: 490, usercpu_time_millis_training: 520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 934.5964, usercpu_time_millis: 660, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 930.404, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 903.2737, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 938.1282, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 941.4991, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.5963, kappa: 0.4884, kb_relative_information_score: 691.4916, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5985, predictive_accuracy: 0.6078, prior_entropy: 2.5035, recall: 0.6078, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.232, root_relative_squared_error: 0.8324, scimark_benchmark: 941.4991, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 945.6228, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.5587, kappa: 0.438, kb_relative_information_score: 638.8752, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5564, predictive_accuracy: 0.5681, prior_entropy: 2.5035, recall: 0.5681, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.8547, scimark_benchmark: 936.3213, usercpu_time_millis: 250, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.604, kappa: 0.4969, kb_relative_information_score: 718.6166, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6026, predictive_accuracy: 0.6139, prior_entropy: 2.5035, recall: 0.6139, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.821, scimark_benchmark: 936.3213, usercpu_time_millis: 1250, usercpu_time_millis_testing: 280, usercpu_time_millis_training: 970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.854, f_measure: 0.6253, kappa: 0.5219, kb_relative_information_score: 719.5837, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6225, predictive_accuracy: 0.6327, prior_entropy: 2.5035, recall: 0.6327, relative_absolute_error: 0.6621, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.8064, scimark_benchmark: 937.5683, usercpu_time_millis: 13040, usercpu_time_millis_testing: 3070, usercpu_time_millis_training: 9970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8501, f_measure: 0.6196, kappa: 0.5155, kb_relative_information_score: 714.5247, mean_absolute_error: 0.1035, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.616, predictive_accuracy: 0.6274, prior_entropy: 2.5035, recall: 0.6274, relative_absolute_error: 0.6655, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.226, root_relative_squared_error: 0.8109, scimark_benchmark: 935.5664, usercpu_time_millis: 5940, usercpu_time_millis_testing: 780, usercpu_time_millis_training: 5160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8479, f_measure: 0.6196, kappa: 0.515, kb_relative_information_score: 717.5026, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6161, predictive_accuracy: 0.6274, prior_entropy: 2.5035, recall: 0.6274, relative_absolute_error: 0.6638, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2262, root_relative_squared_error: 0.8115, scimark_benchmark: 891.6381, usercpu_time_millis: 2970, usercpu_time_millis_testing: 370, usercpu_time_millis_training: 2600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8453, f_measure: 0.6221, kappa: 0.5192, kb_relative_information_score: 713.6017, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6188, predictive_accuracy: 0.6301, prior_entropy: 2.5035, recall: 0.6301, relative_absolute_error: 0.6634, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.8163, scimark_benchmark: 935.0213, usercpu_time_millis: 1480, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 1270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8404, f_measure: 0.6062, kappa: 0.4966, kb_relative_information_score: 715.998, mean_absolute_error: 0.1023, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6221, predictive_accuracy: 0.6132, prior_entropy: 2.5035, recall: 0.6132, relative_absolute_error: 0.6576, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.8235, scimark_benchmark: 935.6052, usercpu_time_millis: 950, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4956, f_measure: 0.1484, kb_relative_information_score: 7.5372, mean_absolute_error: 0.1558, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.0973, predictive_accuracy: 0.312, prior_entropy: 2.5035, recall: 0.312, relative_absolute_error: 1.0015, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2787, root_relative_squared_error: 1.0001, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.2436, kappa: 0.1852, kb_relative_information_score: 289.4441, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.1753, predictive_accuracy: 0.407, prior_entropy: 2.5035, recall: 0.407, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9503, scimark_benchmark: 936.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.2436, kappa: 0.1852, kb_relative_information_score: 289.4441, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.1753, predictive_accuracy: 0.407, prior_entropy: 2.5035, recall: 0.407, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9503, scimark_benchmark: 936.1714, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.2436, kappa: 0.1852, kb_relative_information_score: 289.4441, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.1753, predictive_accuracy: 0.407, prior_entropy: 2.5035, recall: 0.407, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9503, scimark_benchmark: 935.6052, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.2436, kappa: 0.1852, kb_relative_information_score: 289.4441, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.1753, predictive_accuracy: 0.407, prior_entropy: 2.5035, recall: 0.407, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9503, scimark_benchmark: 938.3115, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.2436, kappa: 0.1852, kb_relative_information_score: 289.4441, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.1753, predictive_accuracy: 0.407, prior_entropy: 2.5035, recall: 0.407, relative_absolute_error: 0.9016, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2648, root_relative_squared_error: 0.9503, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1484, kb_relative_information_score: 189.127, mean_absolute_error: 0.1376, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.0973, predictive_accuracy: 0.312, prior_entropy: 2.5035, recall: 0.312, relative_absolute_error: 0.8848, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3709, root_relative_squared_error: 1.331, scimark_benchmark: 938.3115, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8244, f_measure: 0.5957, kappa: 0.4887, kb_relative_information_score: 661.6584, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.591, predictive_accuracy: 0.6085, prior_entropy: 2.5035, recall: 0.6085, relative_absolute_error: 0.696, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.8366, scimark_benchmark: 906.0884, usercpu_time_millis: 750, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7906, f_measure: 0.5542, kappa: 0.4307, kb_relative_information_score: 697.9989, mean_absolute_error: 0.1008, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5502, predictive_accuracy: 0.56, prior_entropy: 2.5035, recall: 0.56, relative_absolute_error: 0.6483, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2482, root_relative_squared_error: 0.8907, scimark_benchmark: 906.0884, usercpu_time_millis: 13690, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 13640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6626, f_measure: 0.2465, kappa: 0.1835, kb_relative_information_score: 286.5786, mean_absolute_error: 0.1408, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.318, predictive_accuracy: 0.405, prior_entropy: 2.5035, recall: 0.405, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2641, root_relative_squared_error: 0.9476, scimark_benchmark: 931.7994, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5581, kappa: 0.4392, kb_relative_information_score: 622.0515, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5626, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.7126, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8684, scimark_benchmark: 923.509, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8056, f_measure: 0.5614, kappa: 0.4408, kb_relative_information_score: 640.5353, mean_absolute_error: 0.1097, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5635, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7055, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2406, root_relative_squared_error: 0.8632, scimark_benchmark: 934.7585, usercpu_time_millis: 440, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 890.5596, usercpu_time_millis: 580, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.5628, kappa: 0.4425, kb_relative_information_score: 648.0084, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5638, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.8528, scimark_benchmark: 938.838, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 922.5036, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 945.0194, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 922.5036, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 945.0194, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.5963, kappa: 0.4884, kb_relative_information_score: 691.4916, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5985, predictive_accuracy: 0.6078, prior_entropy: 2.5035, recall: 0.6078, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.232, root_relative_squared_error: 0.8324, scimark_benchmark: 935.627, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 879.4299, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.5587, kappa: 0.438, kb_relative_information_score: 638.8752, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5564, predictive_accuracy: 0.5681, prior_entropy: 2.5035, recall: 0.5681, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.8547, scimark_benchmark: 946.6409, usercpu_time_millis: 230, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.604, kappa: 0.4969, kb_relative_information_score: 718.6166, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6026, predictive_accuracy: 0.6139, prior_entropy: 2.5035, recall: 0.6139, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.821, scimark_benchmark: 946.9304, usercpu_time_millis: 890, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5581, kappa: 0.4392, kb_relative_information_score: 622.0515, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5626, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.7126, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8684, scimark_benchmark: 915.9028, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.5628, kappa: 0.4425, kb_relative_information_score: 648.0084, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5638, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.8528, scimark_benchmark: 1322.5413, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1335.974, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1322.5413, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.5963, kappa: 0.4884, kb_relative_information_score: 691.4916, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5985, predictive_accuracy: 0.6078, prior_entropy: 2.5035, recall: 0.6078, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.232, root_relative_squared_error: 0.8324, scimark_benchmark: 1324.7884, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1340.9446, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.5587, kappa: 0.438, kb_relative_information_score: 638.8752, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5564, predictive_accuracy: 0.5681, prior_entropy: 2.5035, recall: 0.5681, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.8547, scimark_benchmark: 1332.9478, usercpu_time_millis: 510, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5581, kappa: 0.4392, kb_relative_information_score: 622.0515, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5626, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.7126, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8684, scimark_benchmark: 1324.9519, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 1353.0836, usercpu_time_millis: 670, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1303.5632, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 908.2231, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 908.2231, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.5587, kappa: 0.438, kb_relative_information_score: 638.8752, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5564, predictive_accuracy: 0.5681, prior_entropy: 2.5035, recall: 0.5681, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.8547, scimark_benchmark: 1393.8432, usercpu_time_millis: 470, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8428, f_measure: 0.604, kappa: 0.4969, kb_relative_information_score: 718.6166, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.6026, predictive_accuracy: 0.6139, prior_entropy: 2.5035, recall: 0.6139, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.821, scimark_benchmark: 1331.7953, usercpu_time_millis: 850, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 1375.1578, usercpu_time_millis: 660, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1324.8408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1324.8408, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1317.5857, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5581, kappa: 0.4392, kb_relative_information_score: 622.0515, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5626, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.7126, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8684, scimark_benchmark: 1313.8988, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 1349.1517, usercpu_time_millis: 670, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7839, f_measure: 0.5581, kappa: 0.4392, kb_relative_information_score: 622.0515, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5626, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.7126, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.242, root_relative_squared_error: 0.8684, scimark_benchmark: 1333.6736, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 1353.5464, usercpu_time_millis: 690, usercpu_time_millis_testing: 320, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.5628, kappa: 0.4425, kb_relative_information_score: 648.0084, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5638, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.8528, scimark_benchmark: 1342.8584, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1310.6554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1337.9552, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1337.9552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1306.8702, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5984, f_measure: 0.3598, kappa: 0.2072, kb_relative_information_score: 391.5636, mean_absolute_error: 0.1136, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.4993, predictive_accuracy: 0.4319, prior_entropy: 2.5035, recall: 0.4319, relative_absolute_error: 0.7305, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.3371, root_relative_squared_error: 1.2094, scimark_benchmark: 1345.6844, usercpu_time_millis: 680, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.5628, kappa: 0.4425, kb_relative_information_score: 648.0084, mean_absolute_error: 0.1103, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5638, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7094, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.8528, scimark_benchmark: 1346.4374, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1321.8321, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1332.9478, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1327.3335, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8293, f_measure: 0.5963, kappa: 0.4884, kb_relative_information_score: 691.4916, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5985, predictive_accuracy: 0.6078, prior_entropy: 2.5035, recall: 0.6078, relative_absolute_error: 0.6746, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.232, root_relative_squared_error: 0.8324, scimark_benchmark: 1313.5633, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.5626, kappa: 0.4417, kb_relative_information_score: 649.447, mean_absolute_error: 0.1099, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5632, predictive_accuracy: 0.5714, prior_entropy: 2.5035, recall: 0.5714, relative_absolute_error: 0.7067, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.237, root_relative_squared_error: 0.8502, scimark_benchmark: 1350.7721, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8094, f_measure: 0.5587, kappa: 0.438, kb_relative_information_score: 638.8752, mean_absolute_error: 0.1112, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5564, predictive_accuracy: 0.5681, prior_entropy: 2.5035, recall: 0.5681, relative_absolute_error: 0.7152, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.8547, scimark_benchmark: 1358.6198, usercpu_time_millis: 460, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7184, f_measure: 0.5671, kappa: 0.453, kb_relative_information_score: 726.7876, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5904, predictive_accuracy: 0.5849, prior_entropy: 2.5035, recall: 0.5849, relative_absolute_error: 0.5338, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2881, root_relative_squared_error: 1.0338, scimark_benchmark: 1319.688, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7944, f_measure: 0.2436, kappa: 0.1852, kb_relative_information_score: 338.5879, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.1753, predictive_accuracy: 0.407, prior_entropy: 2.5035, recall: 0.407, relative_absolute_error: 0.8813, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.2612, root_relative_squared_error: 0.9373, scimark_benchmark: 1321.4771, usercpu_time_millis: 3600, usercpu_time_millis_testing: 3600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7582, f_measure: 0.5653, kappa: 0.4446, kb_relative_information_score: 699.0653, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1555, number_of_instances: 1484, precision: 0.5639, predictive_accuracy: 0.5701, prior_entropy: 2.5035, recall: 0.5701, relative_absolute_error: 0.6406, root_mean_prior_squared_error: 0.2787, root_mean_squared_error: 0.262, root_relative_squared_error: 0.94, scimark_benchmark: 1350.4825, usercpu_time_millis: 1210, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 960,

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