OpenML
Supervised Classification on isolet

Supervised Classification on isolet

Task 3481 Supervised Classification isolet 16997 runs submitted
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  • OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_99 under100k
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 1371.9645, usercpu_time_millis: 7120, usercpu_time_millis_testing: 190, usercpu_time_millis_training: 6930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 1348.2804, usercpu_time_millis: 6730, usercpu_time_millis_testing: 170, usercpu_time_millis_training: 6560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.5738, kappa: 0.5808, kb_relative_information_score: 4920.144, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.5983, predictive_accuracy: 0.5969, prior_entropy: 4.7004, recall: 0.5969, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.7533, scimark_benchmark: 1317.7919, usercpu_time_millis: 421440, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 421400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 1335.2357, usercpu_time_millis: 5110, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 4870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 1340.9446, usercpu_time_millis: 8660, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 8450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 1340.9446, usercpu_time_millis: 6810, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 6610,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 1317.8359, usercpu_time_millis: 5480, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 5280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 915.9028, usercpu_time_millis: 8370, usercpu_time_millis_testing: 220, usercpu_time_millis_training: 8150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.5738, kappa: 0.5808, kb_relative_information_score: 4920.144, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.5983, predictive_accuracy: 0.5969, prior_entropy: 4.7004, recall: 0.5969, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.7533, scimark_benchmark: 875.9128, usercpu_time_millis: 596000, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 595960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 923.509, usercpu_time_millis: 8570, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 8300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.785, kappa: 0.7703, kb_relative_information_score: 6041.1923, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7989, predictive_accuracy: 0.7791, prior_entropy: 4.7004, recall: 0.7791, relative_absolute_error: 0.2463, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1211, root_relative_squared_error: 0.6295, scimark_benchmark: 838.5087, usercpu_time_millis: 67818390, usercpu_time_millis_testing: 92350, usercpu_time_millis_training: 67726040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7397, f_measure: 0.0191, kappa: 0.0451, kb_relative_information_score: 1443.2242, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.0627, predictive_accuracy: 0.0818, prior_entropy: 4.7004, recall: 0.0818, relative_absolute_error: 0.9662, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.189, root_relative_squared_error: 0.9826, scimark_benchmark: 931.7994, usercpu_time_millis: 2220, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 2180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.8996, kappa: 0.8956, kb_relative_information_score: 6956.4645, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8998, predictive_accuracy: 0.8996, prior_entropy: 4.7004, recall: 0.8996, relative_absolute_error: 0.2159, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.08, root_relative_squared_error: 0.4163, scimark_benchmark: 935.6052, usercpu_time_millis: 10159160, usercpu_time_millis_testing: 1890, usercpu_time_millis_training: 10157270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9336, kappa: 0.9309, kb_relative_information_score: 6974.4912, mean_absolute_error: 0.0178, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9339, predictive_accuracy: 0.9336, prior_entropy: 4.7004, recall: 0.9336, relative_absolute_error: 0.2409, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0764, root_relative_squared_error: 0.3971, scimark_benchmark: 926.5859, usercpu_time_millis: 697400, usercpu_time_millis_testing: 4210, usercpu_time_millis_training: 693190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0029, kb_relative_information_score: 209.7177, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.0015, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4142, scimark_benchmark: 941.9549, usercpu_time_millis: 130, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9436, kappa: 0.9413, kb_relative_information_score: 7351.6979, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9443, predictive_accuracy: 0.9436, prior_entropy: 4.7004, recall: 0.9436, relative_absolute_error: 0.0587, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0659, root_relative_squared_error: 0.3426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.0144, kappa: 0.0399, kb_relative_information_score: 1445.1678, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.009, predictive_accuracy: 0.0768, prior_entropy: 4.7004, recall: 0.0768, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9831, scimark_benchmark: 935.6052, usercpu_time_millis: 3350, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9467, kappa: 0.9445, kb_relative_information_score: 7375.9939, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9475, predictive_accuracy: 0.9466, prior_entropy: 4.7004, recall: 0.9466, relative_absolute_error: 0.0555, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.3331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.0144, kappa: 0.0399, kb_relative_information_score: 1445.1678, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.009, predictive_accuracy: 0.0768, prior_entropy: 4.7004, recall: 0.0768, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9831, scimark_benchmark: 935.6052, usercpu_time_millis: 1860, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9722, f_measure: 0.9466, kappa: 0.9444, kb_relative_information_score: 7374.98, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9472, predictive_accuracy: 0.9465, prior_entropy: 4.7004, recall: 0.9465, relative_absolute_error: 0.0556, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0641, root_relative_squared_error: 0.3335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.0144, kappa: 0.0399, kb_relative_information_score: 1445.1678, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.009, predictive_accuracy: 0.0768, prior_entropy: 4.7004, recall: 0.0768, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9831, scimark_benchmark: 935.6052, usercpu_time_millis: 2180, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.0144, kappa: 0.0399, kb_relative_information_score: 1445.1678, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.009, predictive_accuracy: 0.0768, prior_entropy: 4.7004, recall: 0.0768, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9831, scimark_benchmark: 935.6052, usercpu_time_millis: 1910, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.0144, kappa: 0.0399, kb_relative_information_score: 1445.1678, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.009, predictive_accuracy: 0.0768, prior_entropy: 4.7004, recall: 0.0768, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9831, scimark_benchmark: 938.3115, usercpu_time_millis: 1920, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.0144, kappa: 0.0399, kb_relative_information_score: 1445.1678, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.009, predictive_accuracy: 0.0768, prior_entropy: 4.7004, recall: 0.0768, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9831, scimark_benchmark: 936.7286, usercpu_time_millis: 1980, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1950,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9723, f_measure: 0.9468, kappa: 0.9446, kb_relative_information_score: 7377.0049, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9475, predictive_accuracy: 0.9468, prior_entropy: 4.7004, recall: 0.9468, relative_absolute_error: 0.0554, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.064, root_relative_squared_error: 0.3327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.767, kappa: 0.7571, kb_relative_information_score: 6156.4621, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.769, predictive_accuracy: 0.7664, prior_entropy: 4.7004, recall: 0.7664, relative_absolute_error: 0.3298, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1131, root_relative_squared_error: 0.5882, scimark_benchmark: 936.1714, usercpu_time_millis: 66810, usercpu_time_millis_testing: 350, usercpu_time_millis_training: 66460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9356, kappa: 0.933, kb_relative_information_score: 7054.0343, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9359, predictive_accuracy: 0.9356, prior_entropy: 4.7004, recall: 0.9356, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0729, root_relative_squared_error: 0.3791, scimark_benchmark: 889.4922, usercpu_time_millis: 782050, usercpu_time_millis_testing: 98480, usercpu_time_millis_training: 683570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9455, kappa: 0.9434, kb_relative_information_score: 7078.0914, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9456, predictive_accuracy: 0.9456, prior_entropy: 4.7004, recall: 0.9456, relative_absolute_error: 0.2184, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0695, root_relative_squared_error: 0.3616, scimark_benchmark: 914.3583, usercpu_time_millis: 1168790, usercpu_time_millis_testing: 247450, usercpu_time_millis_training: 921340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9512, kappa: 0.9493, kb_relative_information_score: 7092.8417, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9514, predictive_accuracy: 0.9513, prior_entropy: 4.7004, recall: 0.9513, relative_absolute_error: 0.2177, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0677, root_relative_squared_error: 0.3519, scimark_benchmark: 939.7241, usercpu_time_millis: 2114780, usercpu_time_millis_testing: 437180, usercpu_time_millis_training: 1677600,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9541, kappa: 0.9522, kb_relative_information_score: 7102.1412, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9542, predictive_accuracy: 0.9541, prior_entropy: 4.7004, recall: 0.9541, relative_absolute_error: 0.2167, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0665, root_relative_squared_error: 0.3456, scimark_benchmark: 901.4991, usercpu_time_millis: 4589920, usercpu_time_millis_testing: 891940, usercpu_time_millis_training: 3697980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9563, kappa: 0.9546, kb_relative_information_score: 7099.4822, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9565, predictive_accuracy: 0.9564, prior_entropy: 4.7004, recall: 0.9564, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.3447, scimark_benchmark: 938.988, usercpu_time_millis: 8551620, usercpu_time_millis_testing: 1661810, usercpu_time_millis_training: 6889810,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.5738, kappa: 0.5808, kb_relative_information_score: 4920.144, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.5983, predictive_accuracy: 0.5969, prior_entropy: 4.7004, recall: 0.5969, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.7533, scimark_benchmark: 906.5979, usercpu_time_millis: 589890, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 589840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 819.5729, usercpu_time_millis: 12660, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 12350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.5738, kappa: 0.5808, kb_relative_information_score: 4920.144, mean_absolute_error: 0.0465, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.5983, predictive_accuracy: 0.5969, prior_entropy: 4.7004, recall: 0.5969, relative_absolute_error: 0.6289, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1449, root_relative_squared_error: 0.7533, scimark_benchmark: 851.2074, usercpu_time_millis: 750020, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 749980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8876, f_measure: 0.7315, kappa: 0.7204, kb_relative_information_score: 5775.7689, mean_absolute_error: 0.0225, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7328, predictive_accuracy: 0.7312, prior_entropy: 4.7004, recall: 0.7312, relative_absolute_error: 0.3041, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.6976, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.9017, kappa: 0.8984, kb_relative_information_score: 7025.8393, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9093, predictive_accuracy: 0.9023, prior_entropy: 4.7004, recall: 0.9023, relative_absolute_error: 0.1016, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.4509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9734, f_measure: 0.9488, kappa: 0.9468, kb_relative_information_score: 7393.1908, mean_absolute_error: 0.0039, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9491, predictive_accuracy: 0.9488, prior_entropy: 4.7004, recall: 0.9488, relative_absolute_error: 0.0532, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0627, root_relative_squared_error: 0.3263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.7919, kappa: 0.7827, kb_relative_information_score: 6148.4167, mean_absolute_error: 0.0161, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7968, predictive_accuracy: 0.7911, prior_entropy: 4.7004, recall: 0.7911, relative_absolute_error: 0.2173, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1268, root_relative_squared_error: 0.6592,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9289, f_measure: 0.8405, kappa: 0.8341, kb_relative_information_score: 6568.9034, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8411, predictive_accuracy: 0.8405, prior_entropy: 4.7004, recall: 0.8405, relative_absolute_error: 0.1732, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.5543, scimark_benchmark: 1126.6787, usercpu_time_millis: 18390, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 18340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.8999, kappa: 0.8957, kb_relative_information_score: 6997.8871, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9011, predictive_accuracy: 0.8997, prior_entropy: 4.7004, recall: 0.8997, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0877, root_relative_squared_error: 0.4559, scimark_benchmark: 965.5422, usercpu_time_millis: 172790, usercpu_time_millis_testing: 172780, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9626, f_measure: 0.8179, kappa: 0.8097, kb_relative_information_score: 6374.3695, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8204, predictive_accuracy: 0.817, prior_entropy: 4.7004, recall: 0.817, relative_absolute_error: 0.2562, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1067, root_relative_squared_error: 0.5546, scimark_benchmark: 980.3122, usercpu_time_millis: 10730, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9389, kappa: 0.9365, kb_relative_information_score: 6551.1838, mean_absolute_error: 0.0277, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9395, predictive_accuracy: 0.939, prior_entropy: 4.7004, recall: 0.939, relative_absolute_error: 0.3739, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.4707, scimark_benchmark: 1250.1545, usercpu_time_millis: 24820, usercpu_time_millis_testing: 1480, usercpu_time_millis_training: 23340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9402, f_measure: 0.856, kappa: 0.8513, kb_relative_information_score: 6687.9563, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8654, predictive_accuracy: 0.857, prior_entropy: 4.7004, recall: 0.857, relative_absolute_error: 0.149, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.104, root_relative_squared_error: 0.5407, scimark_benchmark: 1166.3568, usercpu_time_millis: 96140, usercpu_time_millis_testing: 42820, usercpu_time_millis_training: 53320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9254, f_measure: 0.7782, kappa: 0.7676, kb_relative_information_score: 6057.2709, mean_absolute_error: 0.0195, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.783, predictive_accuracy: 0.7766, prior_entropy: 4.7004, recall: 0.7766, relative_absolute_error: 0.2641, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.6386, scimark_benchmark: 1167.1654, usercpu_time_millis: 288840, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 288730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8496, kappa: 0.8447, kb_relative_information_score: 6638.8486, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8601, predictive_accuracy: 0.8507, prior_entropy: 4.7004, recall: 0.8507, relative_absolute_error: 0.1552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.5527, scimark_benchmark: 1152.9154, usercpu_time_millis: 47190, usercpu_time_millis_testing: 46130, usercpu_time_millis_training: 1060,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, f_measure: 0.9686, kappa: 0.9673, kb_relative_information_score: 1653.4025, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9687, predictive_accuracy: 0.9686, prior_entropy: 4.7004, recall: 0.9686, relative_absolute_error: 0.9602, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1859, root_relative_squared_error: 0.9666, scimark_benchmark: 619.8377, usercpu_time_millis: 20220, usercpu_time_millis_testing: 5850, usercpu_time_millis_training: 14370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9544, kappa: 0.9525, kb_relative_information_score: 7478.4809, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9545, predictive_accuracy: 0.9543, prior_entropy: 4.7004, recall: 0.9543, relative_absolute_error: 0.0477, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.29, scimark_benchmark: 1014.9749, usercpu_time_millis: 4130620, usercpu_time_millis_testing: 910, usercpu_time_millis_training: 4129710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.8891, kappa: 0.8853, kb_relative_information_score: 7095.8229, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8956, predictive_accuracy: 0.8897, prior_entropy: 4.7004, recall: 0.8897, relative_absolute_error: 0.1905, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.4166, scimark_benchmark: 1271.6518, usercpu_time_millis: 273270, usercpu_time_millis_testing: 273260, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9957, f_measure: 0.9033, kappa: 0.8998, kb_relative_information_score: 7080.7623, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9099, predictive_accuracy: 0.9037, prior_entropy: 4.7004, recall: 0.9037, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.4021, scimark_benchmark: 1366.4256, usercpu_time_millis: 269630, usercpu_time_millis_testing: 269620, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9535, f_measure: 0.9106, kappa: 0.907, kb_relative_information_score: 7083.8495, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9114, predictive_accuracy: 0.9106, prior_entropy: 4.7004, recall: 0.9106, relative_absolute_error: 0.0963, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.4304, scimark_benchmark: 1337.1387, usercpu_time_millis: 88290, usercpu_time_millis_testing: 36680, usercpu_time_millis_training: 51610,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.8943, kappa: 0.8898, kb_relative_information_score: 7006.2812, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8964, predictive_accuracy: 0.8941, prior_entropy: 4.7004, recall: 0.8941, relative_absolute_error: 0.1106, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0879, root_relative_squared_error: 0.4571, scimark_benchmark: 1367.3525, usercpu_time_millis: 104170, usercpu_time_millis_testing: 12020, usercpu_time_millis_training: 92150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.938, kappa: 0.9356, kb_relative_information_score: 6701.3364, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9385, predictive_accuracy: 0.9381, prior_entropy: 4.7004, recall: 0.9381, relative_absolute_error: 0.3317, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.4412, scimark_benchmark: 463.9398, usercpu_time_millis: 131600, usercpu_time_millis_testing: 1520, usercpu_time_millis_training: 130080,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9691, f_measure: 0.8957, kappa: 0.8913, kb_relative_information_score: 7017.2382, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8977, predictive_accuracy: 0.8955, prior_entropy: 4.7004, recall: 0.8955, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0872, root_relative_squared_error: 0.4536, scimark_benchmark: 1279.0666, usercpu_time_millis: 75640, usercpu_time_millis_testing: 12910, usercpu_time_millis_training: 62730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.82, kappa: 0.8123, kb_relative_information_score: 6386.5575, mean_absolute_error: 0.0188, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8214, predictive_accuracy: 0.8195, prior_entropy: 4.7004, recall: 0.8195, relative_absolute_error: 0.2544, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.5531, scimark_benchmark: 1305.8828, usercpu_time_millis: 70520, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 70480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9134, kappa: 0.9102, kb_relative_information_score: 7254.7305, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9167, predictive_accuracy: 0.9137, prior_entropy: 4.7004, recall: 0.9137, relative_absolute_error: 0.1453, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.3679, scimark_benchmark: 525.8672, usercpu_time_millis: 214340, usercpu_time_millis_testing: 120560, usercpu_time_millis_training: 93780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9156, kappa: 0.9125, kb_relative_information_score: 7208.898, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9196, predictive_accuracy: 0.9159, prior_entropy: 4.7004, recall: 0.9159, relative_absolute_error: 0.1661, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.3689, scimark_benchmark: 1311.8145, usercpu_time_millis: 152160, usercpu_time_millis_testing: 85120, usercpu_time_millis_training: 67040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9744, f_measure: 0.8316, kappa: 0.8286, kb_relative_information_score: 7072.654, mean_absolute_error: 0.012, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8602, predictive_accuracy: 0.8352, prior_entropy: 4.7004, recall: 0.8352, relative_absolute_error: 0.1621, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0856, root_relative_squared_error: 0.445, scimark_benchmark: 1119.126, usercpu_time_millis: 248450, usercpu_time_millis_testing: 248450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.88, kappa: 0.8765, kb_relative_information_score: 7238.9766, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8963, predictive_accuracy: 0.8812, prior_entropy: 4.7004, recall: 0.8812, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.075, root_relative_squared_error: 0.39, scimark_benchmark: 1116.2892, usercpu_time_millis: 151920, usercpu_time_millis_testing: 80610, usercpu_time_millis_training: 71310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5399, f_measure: 0.0432, kappa: 0.0396, kb_relative_information_score: 413.0631, mean_absolute_error: 0.0713, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.0401, predictive_accuracy: 0.0766, prior_entropy: 4.7004, recall: 0.0766, relative_absolute_error: 0.9646, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1886, root_relative_squared_error: 0.9807, scimark_benchmark: 924.5848, usercpu_time_millis: 158390, usercpu_time_millis_testing: 5820, usercpu_time_millis_training: 152570,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7232, f_measure: 0.0144, kappa: 0.0399, kb_relative_information_score: 1445.1678, mean_absolute_error: 0.0715, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.009, predictive_accuracy: 0.0768, prior_entropy: 4.7004, recall: 0.0768, relative_absolute_error: 0.9663, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9831, scimark_benchmark: 862.0218, usercpu_time_millis: 4060, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 4030,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5498, f_measure: 0.0513, kappa: 0.0401, kb_relative_information_score: 398.6759, mean_absolute_error: 0.0716, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.1233, predictive_accuracy: 0.0771, prior_entropy: 4.7004, recall: 0.0771, relative_absolute_error: 0.9678, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.9833, scimark_benchmark: 1073.3572, usercpu_time_millis: 154340, usercpu_time_millis_testing: 860, usercpu_time_millis_training: 153480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8535, kappa: 0.8465, kb_relative_information_score: 6632.1886, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8575, predictive_accuracy: 0.8524, prior_entropy: 4.7004, recall: 0.8524, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1066, root_relative_squared_error: 0.5541, usercpu_time_millis: 2196.99, usercpu_time_millis_testing: 2.032, usercpu_time_millis_training: 2194.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0214, kb_relative_information_score: 209.7177, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.0148, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4142, usercpu_time_millis: 41.376, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 40.884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7617, f_measure: 0.528, kappa: 0.5234, kb_relative_information_score: 4181.0652, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.5485, predictive_accuracy: 0.5417, prior_entropy: 4.7004, recall: 0.5417, relative_absolute_error: 0.4766, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.9763, usercpu_time_millis: 2930.327, usercpu_time_millis_testing: 10.643, usercpu_time_millis_training: 2919.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9329, f_measure: 0.8709, kappa: 0.8658, kb_relative_information_score: 6778.8726, mean_absolute_error: 0.0099, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8756, predictive_accuracy: 0.871, prior_entropy: 4.7004, recall: 0.871, relative_absolute_error: 0.1342, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.518, usercpu_time_millis: 8076.771, usercpu_time_millis_testing: 114.039, usercpu_time_millis_training: 7962.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.7789, kappa: 0.7687, kb_relative_information_score: 6042.1704, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7815, predictive_accuracy: 0.7776, prior_entropy: 4.7004, recall: 0.7776, relative_absolute_error: 0.2313, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1308, root_relative_squared_error: 0.6801, usercpu_time_millis: 2386.162, usercpu_time_millis_testing: 15.195, usercpu_time_millis_training: 2370.967,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9711, f_measure: 0.9446, kappa: 0.9422, kb_relative_information_score: 7358.7804, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9453, predictive_accuracy: 0.9445, prior_entropy: 4.7004, recall: 0.9445, relative_absolute_error: 0.0578, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0654, root_relative_squared_error: 0.3399, usercpu_time_millis: 183.661, usercpu_time_millis_testing: 1.075, usercpu_time_millis_training: 182.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9467, f_measure: 0.8978, kappa: 0.8934, kb_relative_information_score: 6988.3362, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8999, predictive_accuracy: 0.8975, prior_entropy: 4.7004, recall: 0.8975, relative_absolute_error: 0.1066, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0888, root_relative_squared_error: 0.4617, usercpu_time_millis: 260.154, usercpu_time_millis_testing: 259.288, usercpu_time_millis_training: 0.866,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.9594, kappa: 0.9577, kb_relative_information_score: 7476.1824, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9596, predictive_accuracy: 0.9593, prior_entropy: 4.7004, recall: 0.9593, relative_absolute_error: 0.0423, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0559, root_relative_squared_error: 0.2908, usercpu_time_millis: 238.541, usercpu_time_millis_testing: 0.359, usercpu_time_millis_training: 238.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9791, f_measure: 0.9599, kappa: 0.9583, kb_relative_information_score: 7480.2203, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.96, predictive_accuracy: 0.9599, prior_entropy: 4.7004, recall: 0.9599, relative_absolute_error: 0.0417, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0556, root_relative_squared_error: 0.289, usercpu_time_millis: 507.678, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 507.307,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.982, f_measure: 0.9655, kappa: 0.964, kb_relative_information_score: 7523.7478, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9661, predictive_accuracy: 0.9654, prior_entropy: 4.7004, recall: 0.9654, relative_absolute_error: 0.036, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0516, root_relative_squared_error: 0.2684, usercpu_time_millis: 854.173, usercpu_time_millis_testing: 243.166, usercpu_time_millis_training: 611.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9256, f_measure: 0.8556, kappa: 0.8513, kb_relative_information_score: 6668.4834, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8671, predictive_accuracy: 0.857, prior_entropy: 4.7004, recall: 0.857, relative_absolute_error: 0.1487, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1049, root_relative_squared_error: 0.5454, usercpu_time_millis: 262.546, usercpu_time_millis_testing: 242.067, usercpu_time_millis_training: 20.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8579, f_measure: 0.7247, kappa: 0.7159, kb_relative_information_score: 5641.3459, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7316, predictive_accuracy: 0.7268, prior_entropy: 4.7004, recall: 0.7268, relative_absolute_error: 0.2841, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.145, root_relative_squared_error: 0.7538, usercpu_time_millis: 27.026, usercpu_time_millis_testing: 0.866, usercpu_time_millis_training: 26.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9515, f_measure: 0.9064, kappa: 0.903, kb_relative_information_score: 7061.2449, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9069, predictive_accuracy: 0.9068, prior_entropy: 4.7004, recall: 0.9068, relative_absolute_error: 0.097, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.4404, usercpu_time_millis: 4804.914, usercpu_time_millis_testing: 5.267, usercpu_time_millis_training: 4799.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5566, f_measure: 0.139, kappa: 0.1133, kb_relative_information_score: 1068.9119, mean_absolute_error: 0.0656, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.1365, predictive_accuracy: 0.1474, prior_entropy: 4.7004, recall: 0.1474, relative_absolute_error: 0.8867, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2561, root_relative_squared_error: 1.3317, usercpu_time_millis: 116.267, usercpu_time_millis_testing: 16.966, usercpu_time_millis_training: 99.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.921, f_measure: 0.8482, kappa: 0.8421, kb_relative_information_score: 6598.7519, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8487, predictive_accuracy: 0.8481, prior_entropy: 4.7004, recall: 0.8481, relative_absolute_error: 0.1579, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1081, root_relative_squared_error: 0.562, usercpu_time_millis: 1382.053, usercpu_time_millis_testing: 14.24, usercpu_time_millis_training: 1367.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6411, f_measure: 0.3185, kappa: 0.2823, kb_relative_information_score: 2351.302, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.429, predictive_accuracy: 0.3099, prior_entropy: 4.7004, recall: 0.3099, relative_absolute_error: 0.7177, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.2304, root_relative_squared_error: 1.1981, usercpu_time_millis: 3614.463, usercpu_time_millis_testing: 318.98, usercpu_time_millis_training: 3295.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9732, f_measure: 0.9484, kappa: 0.9464, kb_relative_information_score: 7390.154, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9486, predictive_accuracy: 0.9484, prior_entropy: 4.7004, recall: 0.9484, relative_absolute_error: 0.0536, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.063, root_relative_squared_error: 0.3275, usercpu_time_millis: 3314.087, usercpu_time_millis_testing: 2.258, usercpu_time_millis_training: 3311.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9469, kappa: 0.9448, kb_relative_information_score: 7378.0178, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9473, predictive_accuracy: 0.9469, prior_entropy: 4.7004, recall: 0.9469, relative_absolute_error: 0.0552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.3323, usercpu_time_millis: 4947.191, usercpu_time_millis_testing: 192.804, usercpu_time_millis_training: 4754.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9459, kappa: 0.9437, kb_relative_information_score: 7369.9204, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9463, predictive_accuracy: 0.9459, prior_entropy: 4.7004, recall: 0.9459, relative_absolute_error: 0.0563, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0645, root_relative_squared_error: 0.3355, usercpu_time_millis: 2869.732, usercpu_time_millis_testing: 4.039, usercpu_time_millis_training: 2865.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0178, kb_relative_information_score: 209.7177, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.0118, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4142, usercpu_time_millis: 56.291, usercpu_time_millis_testing: 0.761, usercpu_time_millis_training: 55.53,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, f_measure: 0.7188, kappa: 0.7207, kb_relative_information_score: 5677.8518, mean_absolute_error: 0.0207, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7546, predictive_accuracy: 0.7314, prior_entropy: 4.7004, recall: 0.7314, relative_absolute_error: 0.2793, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.7474, usercpu_time_millis: 68.38, usercpu_time_millis_testing: 1.199, usercpu_time_millis_training: 67.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9713, f_measure: 0.945, kappa: 0.9426, kb_relative_information_score: 7361.8172, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9456, predictive_accuracy: 0.9449, prior_entropy: 4.7004, recall: 0.9449, relative_absolute_error: 0.0574, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0651, root_relative_squared_error: 0.3387, usercpu_time_millis: 401.255, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 400.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0029, kb_relative_information_score: 209.7177, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.0015, predictive_accuracy: 0.0385, prior_entropy: 4.7004, recall: 0.0385, relative_absolute_error: 1, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.272, root_relative_squared_error: 1.4142, usercpu_time_millis: 2638.037, usercpu_time_millis_testing: 716.512, usercpu_time_millis_training: 1921.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, f_measure: 0.8181, kappa: 0.8099, kb_relative_information_score: 6354.8426, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8203, predictive_accuracy: 0.8172, prior_entropy: 4.7004, recall: 0.8172, relative_absolute_error: 0.1901, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1186, root_relative_squared_error: 0.6166, usercpu_time_millis: 84.666, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 83.77,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9679, kappa: 0.9665, kb_relative_information_score: 7542.9753, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9684, predictive_accuracy: 0.9678, prior_entropy: 4.7004, recall: 0.9678, relative_absolute_error: 0.0335, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0498, root_relative_squared_error: 0.2588, usercpu_time_millis: 2545.825, usercpu_time_millis_testing: 109.76, usercpu_time_millis_training: 2436.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9233, f_measure: 0.8529, kappa: 0.8466, kb_relative_information_score: 6633.177, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8559, predictive_accuracy: 0.8525, prior_entropy: 4.7004, recall: 0.8525, relative_absolute_error: 0.1534, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1065, root_relative_squared_error: 0.5539, usercpu_time_millis: 2497.675, usercpu_time_millis_testing: 2.156, usercpu_time_millis_training: 2495.519,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9453, kappa: 0.9429, kb_relative_information_score: 7363.8449, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.946, predictive_accuracy: 0.9451, prior_entropy: 4.7004, recall: 0.9451, relative_absolute_error: 0.0571, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.065, root_relative_squared_error: 0.3379, usercpu_time_millis: 34441.353, usercpu_time_millis_testing: 3.406, usercpu_time_millis_training: 34437.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9604, kappa: 0.9588, kb_relative_information_score: 7484.2709, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9605, predictive_accuracy: 0.9604, prior_entropy: 4.7004, recall: 0.9604, relative_absolute_error: 0.0412, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0552, root_relative_squared_error: 0.2871, usercpu_time_millis: 55204.543, usercpu_time_millis_testing: 5.851, usercpu_time_millis_training: 55198.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.7325, kappa: 0.7248, kb_relative_information_score: 5825.6066, mean_absolute_error: 0.0379, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.7408, predictive_accuracy: 0.7354, prior_entropy: 4.7004, recall: 0.7354, relative_absolute_error: 0.5118, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1228, root_relative_squared_error: 0.6383, usercpu_time_millis: 11.763, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 11.4,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, f_measure: 0.8556, kappa: 0.8513, kb_relative_information_score: 6692.3871, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8671, predictive_accuracy: 0.857, prior_entropy: 4.7004, recall: 0.857, relative_absolute_error: 0.149, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1038, root_relative_squared_error: 0.54, usercpu_time_millis: 251.38, usercpu_time_millis_testing: 233.495, usercpu_time_millis_training: 17.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9492, f_measure: 0.8455, kappa: 0.8393, kb_relative_information_score: 6622.348, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8458, predictive_accuracy: 0.8455, prior_entropy: 4.7004, recall: 0.8455, relative_absolute_error: 0.1849, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1017, root_relative_squared_error: 0.5288, scimark_benchmark: 896.0287, usercpu_time_millis: 25960, usercpu_time_millis_testing: 420, usercpu_time_millis_training: 25540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8496, kappa: 0.8447, kb_relative_information_score: 6638.8486, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8601, predictive_accuracy: 0.8507, prior_entropy: 4.7004, recall: 0.8507, relative_absolute_error: 0.1552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.5527, scimark_benchmark: 901.458, usercpu_time_millis: 30660, usercpu_time_millis_testing: 28510, usercpu_time_millis_training: 2150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9374, f_measure: 0.8496, kappa: 0.8447, kb_relative_information_score: 6638.8486, mean_absolute_error: 0.0115, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8601, predictive_accuracy: 0.8507, prior_entropy: 4.7004, recall: 0.8507, relative_absolute_error: 0.1552, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1063, root_relative_squared_error: 0.5527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9293, f_measure: 0.8345, kappa: 0.8278, kb_relative_information_score: 6533.9226, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8349, predictive_accuracy: 0.8344, prior_entropy: 4.7004, recall: 0.8344, relative_absolute_error: 0.1803, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.108, root_relative_squared_error: 0.5618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.8361, kappa: 0.8295, kb_relative_information_score: 6502.1975, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.8364, predictive_accuracy: 0.8361, prior_entropy: 4.7004, recall: 0.8361, relative_absolute_error: 0.1711, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.1122, root_relative_squared_error: 0.5837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9478, f_measure: 0.8999, kappa: 0.8957, kb_relative_information_score: 7005.5095, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.074, number_of_instances: 7797, precision: 0.9011, predictive_accuracy: 0.8997, prior_entropy: 4.7004, recall: 0.8997, relative_absolute_error: 0.1043, root_mean_prior_squared_error: 0.1923, root_mean_squared_error: 0.0878, root_relative_squared_error: 0.4567,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

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From your own software

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

OpenML APIs