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Supervised Classification on mc1

Supervised Classification on mc1

Task 4612 Supervised Classification mc1 196 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.9854, kappa: 0.2139, kb_relative_information_score: -544130.0835, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9893, predictive_accuracy: 0.9821, prior_entropy: 0.0622, recall: 0.9821, relative_absolute_error: 1.7674, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.117, root_relative_squared_error: 1.3848, scimark_benchmark: 1347.917, usercpu_time_millis: 240, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.9904, kappa: 0.1582, kb_relative_information_score: -833542.9167, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9902, predictive_accuracy: 0.9929, prior_entropy: 0.0622, recall: 0.9929, relative_absolute_error: 1.8055, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.088, root_relative_squared_error: 1.0415, scimark_benchmark: 1347.917, usercpu_time_millis: 770, usercpu_time_millis_training: 770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.9854, kappa: 0.2139, kb_relative_information_score: -544130.0835, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9893, predictive_accuracy: 0.9821, prior_entropy: 0.0622, recall: 0.9821, relative_absolute_error: 1.7674, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.117, root_relative_squared_error: 1.3848, scimark_benchmark: 933.1165, usercpu_time_millis: 370, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.9941, kappa: 0.5269, kb_relative_information_score: -145420.9333, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9944, predictive_accuracy: 0.995, prior_entropy: 0.0622, recall: 0.995, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.065, root_relative_squared_error: 0.7702, scimark_benchmark: 1354.3488, usercpu_time_millis: 1860, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 1720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.9854, kappa: 0.2139, kb_relative_information_score: -544130.0835, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9893, predictive_accuracy: 0.9821, prior_entropy: 0.0622, recall: 0.9821, relative_absolute_error: 1.7674, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.117, root_relative_squared_error: 1.3848, scimark_benchmark: 933.1165, usercpu_time_millis: 340, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9932, kappa: 0.4377, kb_relative_information_score: -182081.1473, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9937, predictive_accuracy: 0.9945, prior_entropy: 0.0622, recall: 0.9945, relative_absolute_error: 0.6562, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0708, root_relative_squared_error: 0.8388, scimark_benchmark: 1064.8317, usercpu_time_millis: 6210, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 6200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8494, f_measure: 0.9942, kappa: 0.5567, kb_relative_information_score: -11189.2011, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9941, predictive_accuracy: 0.9948, prior_entropy: 0.0622, recall: 0.9948, relative_absolute_error: 0.4593, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.8393, scimark_benchmark: 1119.7102, usercpu_time_millis: 1183990, usercpu_time_millis_testing: 1183990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.9904, kappa: 0.1582, kb_relative_information_score: -833542.9167, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9902, predictive_accuracy: 0.9929, prior_entropy: 0.0622, recall: 0.9929, relative_absolute_error: 1.8055, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.088, root_relative_squared_error: 1.0415, scimark_benchmark: 1328.941, usercpu_time_millis: 860, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 850,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, f_measure: 0.9892, kb_relative_information_score: -326209.0859, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0828, root_relative_squared_error: 0.9799, scimark_benchmark: 1340.1351, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8878, f_measure: 0.9929, kappa: 0.4293, kb_relative_information_score: -262695.3689, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9927, predictive_accuracy: 0.9939, prior_entropy: 0.0622, recall: 0.9939, relative_absolute_error: 1.0121, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0892, root_relative_squared_error: 1.0563, scimark_benchmark: 1342.1678, usercpu_time_millis: 8120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 8100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.9904, kappa: 0.1582, kb_relative_information_score: -833542.9167, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9902, predictive_accuracy: 0.9929, prior_entropy: 0.0622, recall: 0.9929, relative_absolute_error: 1.8055, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.088, root_relative_squared_error: 1.0415, scimark_benchmark: 950.6776, usercpu_time_millis: 800, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7836, f_measure: 0.9939, kappa: 0.5489, kb_relative_information_score: -11913.1241, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9937, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 0.4886, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0763, root_relative_squared_error: 0.9036, scimark_benchmark: 1449.4352, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9383, f_measure: 0.9927, kappa: 0.3921, kb_relative_information_score: -289474.9568, mean_absolute_error: 0.0121, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9928, predictive_accuracy: 0.994, prior_entropy: 0.0622, recall: 0.994, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0754, root_relative_squared_error: 0.8925, scimark_benchmark: 1351.788, usercpu_time_millis: 3390, usercpu_time_millis_training: 3390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8478, f_measure: 0.9928, kappa: 0.3994, kb_relative_information_score: -178071.6417, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.993, predictive_accuracy: 0.9941, prior_entropy: 0.0622, recall: 0.9941, relative_absolute_error: 0.7032, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.8956, scimark_benchmark: 1317.0962, usercpu_time_millis: 1290, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6497, f_measure: 0.9905, kappa: 0.1496, kb_relative_information_score: 17180.8672, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.991, predictive_accuracy: 0.9931, prior_entropy: 0.0622, recall: 0.9931, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0784, root_relative_squared_error: 0.9287, scimark_benchmark: 1354.7191, usercpu_time_millis: 3030, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, f_measure: 0.9927, kappa: 0.3844, kb_relative_information_score: -246286.37, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7657, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.8651, scimark_benchmark: 1348.7888, usercpu_time_millis: 1140, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 1070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.947, f_measure: 0.993, kappa: 0.4149, kb_relative_information_score: -236442.1852, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9935, predictive_accuracy: 0.9944, prior_entropy: 0.0622, recall: 0.9944, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.8569, scimark_benchmark: 1339.4964, usercpu_time_millis: 1940, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.9905, kappa: 0.3507, kb_relative_information_score: -207832.1516, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9908, predictive_accuracy: 0.9902, prior_entropy: 0.0622, recall: 0.9902, relative_absolute_error: 0.8621, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.088, root_relative_squared_error: 1.0422, scimark_benchmark: 1341.4232, usercpu_time_millis: 5450, usercpu_time_millis_testing: 4770, usercpu_time_millis_training: 680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.9854, kappa: 0.2139, kb_relative_information_score: -544130.0835, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9893, predictive_accuracy: 0.9821, prior_entropy: 0.0622, recall: 0.9821, relative_absolute_error: 1.7674, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.117, root_relative_squared_error: 1.3848, scimark_benchmark: 937.1527, usercpu_time_millis: 410, usercpu_time_millis_testing: 200, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.9929, kappa: 0.4067, kb_relative_information_score: -203569.3111, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9935, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7362, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.8743, scimark_benchmark: 1151.3336, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, f_measure: 0.9892, kb_relative_information_score: -1724790.4848, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 1.7605, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0838, root_relative_squared_error: 0.9917, scimark_benchmark: 1314.9535, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9523, f_measure: 0.9927, kappa: 0.3844, kb_relative_information_score: -248868.4731, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7689, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.8651, scimark_benchmark: 1328.941, usercpu_time_millis: 4430, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 4160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.9929, kappa: 0.4067, kb_relative_information_score: -203569.3111, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9935, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7362, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.8743, scimark_benchmark: 1371.9645, usercpu_time_millis: 150, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8899, f_measure: 0.9892, kb_relative_information_score: -344360.2443, mean_absolute_error: 0.0133, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 0.9267, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0823, root_relative_squared_error: 0.9744, scimark_benchmark: 1326.8946, usercpu_time_millis: 527360, usercpu_time_millis_testing: 527360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7729, f_measure: 0.9929, kappa: 0.4067, kb_relative_information_score: -203569.3111, mean_absolute_error: 0.0106, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9935, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7362, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.8743, scimark_benchmark: 1327.3602, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9365, f_measure: 0.9944, kappa: 0.5757, kb_relative_information_score: -6304.7152, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9942, predictive_accuracy: 0.9948, prior_entropy: 0.0622, recall: 0.9948, relative_absolute_error: 0.4543, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0727, root_relative_squared_error: 0.8614, scimark_benchmark: 1328.8457, usercpu_time_millis: 14820, usercpu_time_millis_testing: 14820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, f_measure: 0.9935, kappa: 0.5103, kb_relative_information_score: 28280.4736, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9932, predictive_accuracy: 0.994, prior_entropy: 0.0622, recall: 0.994, relative_absolute_error: 0.4199, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0777, root_relative_squared_error: 0.9197, scimark_benchmark: 1327.9121, usercpu_time_millis: 68640, usercpu_time_millis_testing: 68640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.7263, kappa: 0.0186, kb_relative_information_score: -8750019.5954, mean_absolute_error: 0.4355, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9927, predictive_accuracy: 0.5795, prior_entropy: 0.0622, recall: 0.5795, relative_absolute_error: 30.3128, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.4516, root_relative_squared_error: 5.3479, scimark_benchmark: 1316.8289, usercpu_time_millis: 120, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, f_measure: 0.9892, kb_relative_information_score: -6192.3105, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0845, root_relative_squared_error: 1, scimark_benchmark: 996.6105, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6248, f_measure: 0.9927, kappa: 0.3844, kb_relative_information_score: 31823.3055, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.3971, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.8944, scimark_benchmark: 1316.8289, usercpu_time_millis: 15130, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 15090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.9926, kappa: 0.376, kb_relative_information_score: -371305.7533, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.993, predictive_accuracy: 0.9941, prior_entropy: 0.0622, recall: 0.9941, relative_absolute_error: 0.9556, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.925, scimark_benchmark: 765.566, usercpu_time_millis: 3370, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 3350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.9925, kappa: 0.3948, kb_relative_information_score: 15576.0487, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9922, predictive_accuracy: 0.9936, prior_entropy: 0.0622, recall: 0.9936, relative_absolute_error: 0.7299, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0772, root_relative_squared_error: 0.9145, scimark_benchmark: 1313.0885, usercpu_time_millis: 1050, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9279, f_measure: 0.9904, kappa: 0.1582, kb_relative_information_score: -833542.9167, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9902, predictive_accuracy: 0.9929, prior_entropy: 0.0622, recall: 0.9929, relative_absolute_error: 1.8055, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.088, root_relative_squared_error: 1.0415, scimark_benchmark: 1371.9645, usercpu_time_millis: 890, usercpu_time_millis_training: 890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9502, f_measure: 0.9927, kappa: 0.3844, kb_relative_information_score: -247360.6399, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.7671, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0731, root_relative_squared_error: 0.8653, scimark_benchmark: 1275.9462, usercpu_time_millis: 2180, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 2040,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.94, f_measure: 0.992, kappa: 0.3031, kb_relative_information_score: -285132.8536, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.993, predictive_accuracy: 0.9939, prior_entropy: 0.0622, recall: 0.9939, relative_absolute_error: 0.8132, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0749, root_relative_squared_error: 0.8866, scimark_benchmark: 1334.2813, usercpu_time_millis: 500, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 490,
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5556, f_measure: 0.9803, kappa: 0.0581, kb_relative_information_score: -184975.148, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9868, predictive_accuracy: 0.9743, prior_entropy: 0.0622, recall: 0.9743, relative_absolute_error: 1.792, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.1605, root_relative_squared_error: 1.8999, scimark_benchmark: 908.2231, usercpu_time_millis: 3910, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8622, f_measure: 0.9238, kappa: 0.07, kb_relative_information_score: -1372932.4771, mean_absolute_error: 0.13, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9916, predictive_accuracy: 0.8697, prior_entropy: 0.0622, recall: 0.8697, relative_absolute_error: 9.0503, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.3567, root_relative_squared_error: 4.2237, scimark_benchmark: 1331.6907, usercpu_time_millis: 160, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9262, f_measure: 0.9941, kappa: 0.5269, kb_relative_information_score: -145420.9333, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9944, predictive_accuracy: 0.995, prior_entropy: 0.0622, recall: 0.995, relative_absolute_error: 0.568, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.065, root_relative_squared_error: 0.7702, scimark_benchmark: 1309.3173, usercpu_time_millis: 1870, usercpu_time_millis_testing: 130, usercpu_time_millis_training: 1740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7837, f_measure: 0.9939, kappa: 0.5484, kb_relative_information_score: -10631.5771, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9937, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.4822, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.8956, scimark_benchmark: 1316.0472, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8466, f_measure: 0.9922, kappa: 0.3406, kb_relative_information_score: -225442.0877, mean_absolute_error: 0.0112, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9923, predictive_accuracy: 0.9937, prior_entropy: 0.0622, recall: 0.9937, relative_absolute_error: 0.7808, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.9161, scimark_benchmark: 1316.0472, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7833, f_measure: 0.9927, kappa: 0.3894, kb_relative_information_score: -168479.4627, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9931, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 0.7445, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0751, root_relative_squared_error: 0.8891, scimark_benchmark: 1073.494, usercpu_time_millis: 2050, usercpu_time_millis_training: 2050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6795, f_measure: 0.9921, kappa: 0.4081, kb_relative_information_score: 13194.867, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9917, predictive_accuracy: 0.9926, prior_entropy: 0.0622, recall: 0.9926, relative_absolute_error: 0.5169, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0862, root_relative_squared_error: 1.0204, scimark_benchmark: 1353.6735, usercpu_time_millis: 7130, usercpu_time_millis_testing: 3240, usercpu_time_millis_training: 3890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5753, f_measure: 0.9911, kappa: 0.2361, kb_relative_information_score: 18337.6874, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9908, predictive_accuracy: 0.993, prior_entropy: 0.0622, recall: 0.993, relative_absolute_error: 0.4838, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.9872, scimark_benchmark: 1442.7264, usercpu_time_millis: 37250, usercpu_time_millis_testing: 6360, usercpu_time_millis_training: 30890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.9927, kappa: 0.4363, kb_relative_information_score: -108329.5553, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9923, predictive_accuracy: 0.9934, prior_entropy: 0.0622, recall: 0.9934, relative_absolute_error: 0.6194, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0789, root_relative_squared_error: 0.9347, scimark_benchmark: 1337.446, usercpu_time_millis: 510, usercpu_time_millis_training: 510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6248, f_measure: 0.9927, kappa: 0.3821, kb_relative_information_score: 31251.881, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9942, prior_entropy: 0.0622, recall: 0.9942, relative_absolute_error: 0.4008, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.8985, scimark_benchmark: 1384.4418, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6143, f_measure: 0.9922, kappa: 0.342, kb_relative_information_score: 25651.921, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9923, predictive_accuracy: 0.9937, prior_entropy: 0.0622, recall: 0.9937, relative_absolute_error: 0.4368, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0792, root_relative_squared_error: 0.938, scimark_benchmark: 1351.788, usercpu_time_millis: 310, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4881, f_measure: 0.9892, kb_relative_information_score: -6192.3105, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9857, predictive_accuracy: 0.9928, prior_entropy: 0.0622, recall: 0.9928, relative_absolute_error: 1.0008, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0845, root_relative_squared_error: 1, scimark_benchmark: 1358.4955, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7631, f_measure: 0.9927, kappa: 0.4045, kb_relative_information_score: -94280.2275, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9927, predictive_accuracy: 0.994, prior_entropy: 0.0622, recall: 0.994, relative_absolute_error: 0.7012, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.9024, scimark_benchmark: 1418.5826, usercpu_time_millis: 250, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, build_cpu_time: 2121.7223, build_memory: 321385220.5571, f_measure: 0.9932, kappa: 0.4405, kb_relative_information_score: -2618319.083, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9944, prior_entropy: 0.0622, recall: 0.9944, relative_absolute_error: 2.4447, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0742, root_relative_squared_error: 0.8789, scimark_benchmark: 944.5105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.781, build_cpu_time: 279.2758, build_memory: 1489546502.1081, f_measure: 0.9937, kappa: 0.4779, kb_relative_information_score: 38750.217, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9941, predictive_accuracy: 0.9948, prior_entropy: 0.0622, recall: 0.9948, relative_absolute_error: 0.3731, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0713, root_relative_squared_error: 0.8446, scimark_benchmark: 945.2151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7959, build_cpu_time: 135.8223, build_memory: 1525501423.0662, f_measure: 0.9937, kappa: 0.4795, kb_relative_information_score: 36497.8117, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9941, predictive_accuracy: 0.9948, prior_entropy: 0.0622, recall: 0.9948, relative_absolute_error: 0.3665, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.8431, scimark_benchmark: 931.9798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7821, build_cpu_time: 55.7425, build_memory: 436558910.0101, f_measure: 0.9926, kappa: 0.3684, kb_relative_information_score: 32856.3475, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9932, predictive_accuracy: 0.9941, prior_entropy: 0.0622, recall: 0.9941, relative_absolute_error: 0.4084, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0753, root_relative_squared_error: 0.892, scimark_benchmark: 945.8914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, build_cpu_time: 29.0053, build_memory: 836527372.91, f_measure: 0.993, kappa: 0.412, kb_relative_information_score: 30731.6198, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9936, predictive_accuracy: 0.9944, prior_entropy: 0.0622, recall: 0.9944, relative_absolute_error: 0.3964, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0746, root_relative_squared_error: 0.8834, scimark_benchmark: 944.2629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8682, build_cpu_time: 75.3169, build_memory: 199366942.1141, f_measure: 0.9928, kappa: 0.388, kb_relative_information_score: -77146.809, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6653, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0703, root_relative_squared_error: 0.8329, scimark_benchmark: 938.6405,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8823, build_cpu_time: 179.3884, build_memory: 492123266.3326, f_measure: 0.9927, kappa: 0.3844, kb_relative_information_score: -72422.0677, mean_absolute_error: 0.0096, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9936, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6667, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0703, root_relative_squared_error: 0.8329, scimark_benchmark: 916.2035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, build_cpu_time: 42.8148, build_memory: 161002936.1, f_measure: 0.9928, kappa: 0.3894, kb_relative_information_score: -128113.0508, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6634, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.8349, scimark_benchmark: 940.9964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9562, build_cpu_time: 42.7274, build_memory: 163556753.8156, f_measure: 0.9928, kappa: 0.3894, kb_relative_information_score: -128113.0508, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6634, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0705, root_relative_squared_error: 0.8349, scimark_benchmark: 943.2899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.954, build_cpu_time: 19.9056, build_memory: 395962363.9653, f_measure: 0.9928, kappa: 0.3912, kb_relative_information_score: -125697.4676, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6622, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.836, scimark_benchmark: 947.2614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, build_cpu_time: 12.452, build_memory: 1159870987.2194, f_measure: 0.9928, kappa: 0.3925, kb_relative_information_score: -120810.2706, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6646, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0707, root_relative_squared_error: 0.8377, scimark_benchmark: 899.1472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, build_cpu_time: 5.4164, build_memory: 357435530.8457, f_measure: 0.9928, kappa: 0.3912, kb_relative_information_score: -109196.1095, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.8399, scimark_benchmark: 947.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9441, build_cpu_time: 5.0865, build_memory: 239479893.8875, f_measure: 0.9928, kappa: 0.3912, kb_relative_information_score: -109196.1095, mean_absolute_error: 0.0095, mean_prior_absolute_error: 0.0144, number_of_instances: 94660, precision: 0.9934, predictive_accuracy: 0.9943, prior_entropy: 0.0622, recall: 0.9943, relative_absolute_error: 0.6602, root_mean_prior_squared_error: 0.0845, root_mean_squared_error: 0.0709, root_relative_squared_error: 0.8399, scimark_benchmark: 931.3458,

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