Task
Supervised Classification on kr-vs-kp

Supervised Classification on kr-vs-kp

Task 1767 Supervised Classification kr-vs-kp 356 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

356 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 1857.0258, build_memory: 1617089779.2, f_measure: 0.9898, kappa: 0.9796, kb_relative_information_score: 15368.2875, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9898, predictive_accuracy: 0.9898, prior_entropy: 0.9986, recall: 0.9898, relative_absolute_error: 0.0427, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.1904, scimark_benchmark: 876.8852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9553, kappa: 0.9105, kb_relative_information_score: 12724.2105, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 0.9986, recall: 0.9553, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3864, scimark_benchmark: 1328.941, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9553, kappa: 0.9105, kb_relative_information_score: 12724.2105, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 0.9986, recall: 0.9553, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3864, scimark_benchmark: 915.9324, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.943, kappa: 0.8858, kb_relative_information_score: 11967.4877, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9432, predictive_accuracy: 0.9431, prior_entropy: 0.9986, recall: 0.9431, relative_absolute_error: 0.2795, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4687, scimark_benchmark: 1357.5655, usercpu_time_millis: 71230, usercpu_time_millis_testing: 71230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 1345.7204, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.96, kappa: 0.9199, kb_relative_information_score: 13409.7916, mean_absolute_error: 0.0898, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9601, predictive_accuracy: 0.96, prior_entropy: 0.9986, recall: 0.96, relative_absolute_error: 0.18, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.3732, scimark_benchmark: 1344.7246, usercpu_time_millis: 1149050, usercpu_time_millis_testing: 1149040, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9698, kappa: 0.9396, kb_relative_information_score: 14611.4638, mean_absolute_error: 0.0456, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9698, predictive_accuracy: 0.9698, prior_entropy: 0.9986, recall: 0.9698, relative_absolute_error: 0.0913, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1572, root_relative_squared_error: 0.3147, scimark_benchmark: 1347.7065, usercpu_time_millis: 51790, usercpu_time_millis_testing: 1160, usercpu_time_millis_training: 50630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9707, kappa: 0.9413, kb_relative_information_score: 14687.6695, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9707, predictive_accuracy: 0.9707, prior_entropy: 0.9986, recall: 0.9707, relative_absolute_error: 0.0858, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1561, root_relative_squared_error: 0.3125, scimark_benchmark: 1333.5799, usercpu_time_millis: 320, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1360.6585, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 933.1165, usercpu_time_millis: 80, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9216, kappa: 0.8429, kb_relative_information_score: 13468.8342, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9217, predictive_accuracy: 0.9217, prior_entropy: 0.9986, recall: 0.9217, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5604, scimark_benchmark: 1380.2233, usercpu_time_millis: 4790, usercpu_time_millis_testing: 1300, usercpu_time_millis_training: 3490,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8708, kappa: 0.741, kb_relative_information_score: 9682.8257, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.871, predictive_accuracy: 0.8709, prior_entropy: 0.9986, recall: 0.8709, relative_absolute_error: 0.4214, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6127, scimark_benchmark: 1337.8124, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 1322.3407, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1393.8432, usercpu_time_millis: 40, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9216, kappa: 0.8429, kb_relative_information_score: 13468.8342, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9217, predictive_accuracy: 0.9217, prior_entropy: 0.9986, recall: 0.9217, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5604, scimark_benchmark: 1342.8584, usercpu_time_millis: 5530, usercpu_time_millis_testing: 1370, usercpu_time_millis_training: 4160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9469, kappa: 0.8937, kb_relative_information_score: 11341.2072, mean_absolute_error: 0.166, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9469, predictive_accuracy: 0.9469, prior_entropy: 0.9986, recall: 0.9469, relative_absolute_error: 0.3327, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2298, root_relative_squared_error: 0.4601, scimark_benchmark: 932.0242, usercpu_time_millis: 310, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.7225, kappa: 0.4817, kb_relative_information_score: 4972.4865, mean_absolute_error: 0.356, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.8119, predictive_accuracy: 0.7358, prior_entropy: 0.9986, recall: 0.7358, relative_absolute_error: 0.7134, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4035, root_relative_squared_error: 0.8077, scimark_benchmark: 1367.8403, usercpu_time_millis: 18780, usercpu_time_millis_testing: 18780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.8446, kappa: 0.6885, kb_relative_information_score: 10819.0017, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.8446, predictive_accuracy: 0.8446, prior_entropy: 0.9986, recall: 0.8446, relative_absolute_error: 0.3267, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.7705, scimark_benchmark: 1360.2771, usercpu_time_millis: 390, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8476, f_measure: 0.8446, kappa: 0.6885, kb_relative_information_score: 10819.0017, mean_absolute_error: 0.163, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.8446, predictive_accuracy: 0.8446, prior_entropy: 0.9986, recall: 0.8446, relative_absolute_error: 0.3267, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3849, root_relative_squared_error: 0.7705, scimark_benchmark: 1316.535, usercpu_time_millis: 340, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8704, kappa: 0.7401, kb_relative_information_score: 9642.9791, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.8705, predictive_accuracy: 0.8705, prior_entropy: 0.9986, recall: 0.8705, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.6137, scimark_benchmark: 1413.089, usercpu_time_millis: 30, usercpu_time_millis_testing: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.8704, kappa: 0.7401, kb_relative_information_score: 9642.9791, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.8705, predictive_accuracy: 0.8705, prior_entropy: 0.9986, recall: 0.8705, relative_absolute_error: 0.4243, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3065, root_relative_squared_error: 0.6137, scimark_benchmark: 922.1419, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 840.2506, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9216, kappa: 0.8429, kb_relative_information_score: 13468.8342, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9217, predictive_accuracy: 0.9217, prior_entropy: 0.9986, recall: 0.9217, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5604, scimark_benchmark: 1449.4352, usercpu_time_millis: 5750, usercpu_time_millis_testing: 1300, usercpu_time_millis_training: 4450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9641, kappa: 0.9281, kb_relative_information_score: 13328.1889, mean_absolute_error: 0.0972, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 0.9986, recall: 0.9641, relative_absolute_error: 0.1947, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3641, scimark_benchmark: 1264.6103, usercpu_time_millis: 930, usercpu_time_millis_training: 930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9867, kappa: 0.9734, kb_relative_information_score: 14288.8794, mean_absolute_error: 0.063, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9867, predictive_accuracy: 0.9867, prior_entropy: 0.9986, recall: 0.9867, relative_absolute_error: 0.1262, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1301, root_relative_squared_error: 0.2604, scimark_benchmark: 939.7883, usercpu_time_millis: 7090, usercpu_time_millis_testing: 1360, usercpu_time_millis_training: 5730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 15123.0184, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.9986, recall: 0.9854, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.2199, scimark_benchmark: 941.4991, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9913, kappa: 0.9826, kb_relative_information_score: 14392.8534, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9986, recall: 0.9913, relative_absolute_error: 0.12, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1219, root_relative_squared_error: 0.244, scimark_benchmark: 928.7131, usercpu_time_millis: 18020, usercpu_time_millis_testing: 6300, usercpu_time_millis_training: 11720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9913, kappa: 0.9826, kb_relative_information_score: 14391.6628, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9913, predictive_accuracy: 0.9913, prior_entropy: 0.9986, recall: 0.9913, relative_absolute_error: 0.1208, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.2394, scimark_benchmark: 851.2074, usercpu_time_millis: 80430, usercpu_time_millis_testing: 39750, usercpu_time_millis_training: 40680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9912, kappa: 0.9823, kb_relative_information_score: 14358.8087, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9986, recall: 0.9912, relative_absolute_error: 0.1227, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.245, scimark_benchmark: 901.6243, usercpu_time_millis: 34450, usercpu_time_millis_testing: 12540, usercpu_time_millis_training: 21910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8708, kappa: 0.741, kb_relative_information_score: 9682.8257, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.871, predictive_accuracy: 0.8709, prior_entropy: 0.9986, recall: 0.8709, relative_absolute_error: 0.4214, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6127, scimark_benchmark: 1342.8584, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 1310.3168, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1349.1517, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9852, kappa: 0.9703, kb_relative_information_score: 14595.4835, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9852, predictive_accuracy: 0.9852, prior_entropy: 0.9986, recall: 0.9852, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2422, scimark_benchmark: 1310.6554, usercpu_time_millis: 303390, usercpu_time_millis_testing: 2990, usercpu_time_millis_training: 300400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9216, kappa: 0.8429, kb_relative_information_score: 13468.8342, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9217, predictive_accuracy: 0.9217, prior_entropy: 0.9986, recall: 0.9217, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5604, scimark_benchmark: 1316.5668, usercpu_time_millis: 5610, usercpu_time_millis_testing: 1370, usercpu_time_millis_training: 4240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9401, kappa: 0.8798, kb_relative_information_score: 13638.0198, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9405, predictive_accuracy: 0.9401, prior_entropy: 0.9986, recall: 0.9401, relative_absolute_error: 0.1546, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2218, root_relative_squared_error: 0.4439, scimark_benchmark: 940.0055, usercpu_time_millis: 280, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9463, f_measure: 0.9047, kappa: 0.8092, kb_relative_information_score: 12503.3064, mean_absolute_error: 0.1125, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9096, predictive_accuracy: 0.9053, prior_entropy: 0.9986, recall: 0.9053, relative_absolute_error: 0.2255, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2909, root_relative_squared_error: 0.5824, scimark_benchmark: 935.6052, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.9397, kappa: 0.8792, kb_relative_information_score: 13993.6201, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9411, predictive_accuracy: 0.9399, prior_entropy: 0.9986, recall: 0.9399, relative_absolute_error: 0.1265, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.4357, scimark_benchmark: 936.1714, usercpu_time_millis: 400, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, build_cpu_time: 55.5171, build_memory: 2278938975.2, f_measure: 0.9928, kappa: 0.9856, kb_relative_information_score: 15750.3465, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9986, recall: 0.9928, relative_absolute_error: 0.0143, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0844, root_relative_squared_error: 0.1689, scimark_benchmark: 944.1141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, build_cpu_time: 0.4696, build_memory: 622561360.8, f_measure: 0.9531, kappa: 0.906, kb_relative_information_score: 13895.3406, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9533, predictive_accuracy: 0.9531, prior_entropy: 0.9986, recall: 0.9531, relative_absolute_error: 0.1415, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1808, root_relative_squared_error: 0.3619, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, build_cpu_time: 0.2886, build_memory: 590197222.4, f_measure: 0.9498, kappa: 0.8994, kb_relative_information_score: 13491.6038, mean_absolute_error: 0.0855, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9501, predictive_accuracy: 0.9499, prior_entropy: 0.9986, recall: 0.9499, relative_absolute_error: 0.1713, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.192, root_relative_squared_error: 0.3844, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, build_cpu_time: 0.5178, build_memory: 104511364.8, f_measure: 0.9271, kappa: 0.8539, kb_relative_information_score: 12712.2911, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9293, predictive_accuracy: 0.9273, prior_entropy: 0.9986, recall: 0.9273, relative_absolute_error: 0.2155, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.5002, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, build_cpu_time: 3.6796, build_memory: 109292296.8, f_measure: 0.9934, kappa: 0.9867, kb_relative_information_score: 15768.3347, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9934, predictive_accuracy: 0.9934, prior_entropy: 0.9986, recall: 0.9934, relative_absolute_error: 0.0132, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0811, root_relative_squared_error: 0.1624, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, build_cpu_time: 1.1215, build_memory: 150567796, f_measure: 0.9936, kappa: 0.9872, kb_relative_information_score: 15774.7266, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9936, predictive_accuracy: 0.9936, prior_entropy: 0.9986, recall: 0.9936, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0793, root_relative_squared_error: 0.1588, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9949, build_cpu_time: 0.4652, build_memory: 108716640, f_measure: 0.9932, kappa: 0.9865, kb_relative_information_score: 15765.0089, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9933, predictive_accuracy: 0.9932, prior_entropy: 0.9986, recall: 0.9932, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0807, root_relative_squared_error: 0.1615, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9978, build_cpu_time: 0.9433, build_memory: 840488823.2, f_measure: 0.992, kappa: 0.9839, kb_relative_information_score: 15724.2994, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.992, predictive_accuracy: 0.992, prior_entropy: 0.9986, recall: 0.992, relative_absolute_error: 0.016, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0847, root_relative_squared_error: 0.1695, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, build_cpu_time: 1.8198, build_memory: 1432504430.4, f_measure: 0.9937, kappa: 0.9873, kb_relative_information_score: 15776.9358, mean_absolute_error: 0.0063, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9937, predictive_accuracy: 0.9937, prior_entropy: 0.9986, recall: 0.9937, relative_absolute_error: 0.0127, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0795, root_relative_squared_error: 0.1592, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, build_cpu_time: 0.3594, build_memory: 1031462548, f_measure: 0.9932, kappa: 0.9863, kb_relative_information_score: 15761.0226, mean_absolute_error: 0.0068, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9932, predictive_accuracy: 0.9932, prior_entropy: 0.9986, recall: 0.9932, relative_absolute_error: 0.0137, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.1618, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9966, build_cpu_time: 1.4943, build_memory: 1108101739.2, f_measure: 0.9926, kappa: 0.9852, kb_relative_information_score: 15738.2714, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9926, predictive_accuracy: 0.9926, prior_entropy: 0.9986, recall: 0.9926, relative_absolute_error: 0.0151, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0842, root_relative_squared_error: 0.1686, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.969, build_cpu_time: 0.4916, build_memory: 967055699.2, f_measure: 0.9271, kappa: 0.8539, kb_relative_information_score: 12712.2911, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9293, predictive_accuracy: 0.9273, prior_entropy: 0.9986, recall: 0.9273, relative_absolute_error: 0.2155, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.5002, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8708, kappa: 0.741, kb_relative_information_score: 9682.8257, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.871, predictive_accuracy: 0.8709, prior_entropy: 0.9986, recall: 0.8709, relative_absolute_error: 0.4214, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6127, scimark_benchmark: 1260.1387, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9216, kappa: 0.8429, kb_relative_information_score: 13468.8342, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9217, predictive_accuracy: 0.9217, prior_entropy: 0.9986, recall: 0.9217, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5604, scimark_benchmark: 1267.3105, usercpu_time_millis: 6200, usercpu_time_millis_testing: 1400, usercpu_time_millis_training: 4800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 1348.841, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 1331.2332, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9553, kappa: 0.9105, kb_relative_information_score: 12724.2105, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 0.9986, recall: 0.9553, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3864, scimark_benchmark: 1331.5882, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9619, kappa: 0.9236, kb_relative_information_score: 14072.9522, mean_absolute_error: 0.0655, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9619, predictive_accuracy: 0.9619, prior_entropy: 0.9986, recall: 0.9619, relative_absolute_error: 0.1313, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.3333, scimark_benchmark: 1349.1028, usercpu_time_millis: 300, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 1350.9691, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9452, kappa: 0.8901, kb_relative_information_score: 12606.8412, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9457, predictive_accuracy: 0.9452, prior_entropy: 0.9986, recall: 0.9452, relative_absolute_error: 0.2395, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.4156, scimark_benchmark: 937.1527, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6996, f_measure: 0.6462, kappa: 0.3403, kb_relative_information_score: 2826.9031, mean_absolute_error: 0.4205, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.7223, predictive_accuracy: 0.6636, prior_entropy: 0.9986, recall: 0.6636, relative_absolute_error: 0.8427, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4521, root_relative_squared_error: 0.9052, scimark_benchmark: 941.9549, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9393, kappa: 0.8784, kb_relative_information_score: 12977.7387, mean_absolute_error: 0.1028, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9402, predictive_accuracy: 0.9394, prior_entropy: 0.9986, recall: 0.9394, relative_absolute_error: 0.2059, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2124, root_relative_squared_error: 0.4252, scimark_benchmark: 929.0296, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9481, kappa: 0.8959, kb_relative_information_score: 14257.5125, mean_absolute_error: 0.0545, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9484, predictive_accuracy: 0.9481, prior_entropy: 0.9986, recall: 0.9481, relative_absolute_error: 0.1092, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4118, scimark_benchmark: 936.1714, usercpu_time_millis: 820, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9468, kappa: 0.8934, kb_relative_information_score: 13505.444, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.947, predictive_accuracy: 0.9469, prior_entropy: 0.9986, recall: 0.9469, relative_absolute_error: 0.1678, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.3955, scimark_benchmark: 926.5859, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.948, kappa: 0.8957, kb_relative_information_score: 13593.7852, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9481, predictive_accuracy: 0.948, prior_entropy: 0.9986, recall: 0.948, relative_absolute_error: 0.1614, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.3902, scimark_benchmark: 894.7131, usercpu_time_millis: 180, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9965, f_measure: 0.9909, kappa: 0.9818, kb_relative_information_score: 14284.9999, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9909, predictive_accuracy: 0.9909, prior_entropy: 0.9986, recall: 0.9909, relative_absolute_error: 0.1261, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1314, root_relative_squared_error: 0.263, scimark_benchmark: 894.7131, usercpu_time_millis: 3360, usercpu_time_millis_testing: 700, usercpu_time_millis_training: 2660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.948, kappa: 0.8957, kb_relative_information_score: 13593.7852, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9481, predictive_accuracy: 0.948, prior_entropy: 0.9986, recall: 0.948, relative_absolute_error: 0.1614, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.3902, scimark_benchmark: 929.0296, usercpu_time_millis: 160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.948, kappa: 0.8957, kb_relative_information_score: 13593.7852, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9481, predictive_accuracy: 0.948, prior_entropy: 0.9986, recall: 0.948, relative_absolute_error: 0.1614, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.3902, scimark_benchmark: 926.5859, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, f_measure: 0.948, kappa: 0.8957, kb_relative_information_score: 13593.7852, mean_absolute_error: 0.0805, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9481, predictive_accuracy: 0.948, prior_entropy: 0.9986, recall: 0.948, relative_absolute_error: 0.1614, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1949, root_relative_squared_error: 0.3902, scimark_benchmark: 926.5859, usercpu_time_millis: 170, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 922.1419, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9719, kappa: 0.9438, kb_relative_information_score: 8673.7799, mean_absolute_error: 0.2626, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9723, predictive_accuracy: 0.972, prior_entropy: 0.9986, recall: 0.972, relative_absolute_error: 0.5261, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2855, root_relative_squared_error: 0.5716, scimark_benchmark: 1333.8751, usercpu_time_millis: 3380, usercpu_time_millis_testing: 380, usercpu_time_millis_training: 3000,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1352.1128, usercpu_time_millis: 40, usercpu_time_millis_testing: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9852, kappa: 0.9703, kb_relative_information_score: 14595.4835, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9852, predictive_accuracy: 0.9852, prior_entropy: 0.9986, recall: 0.9852, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2422, scimark_benchmark: 1312.2688, usercpu_time_millis: 440190, usercpu_time_millis_testing: 2910, usercpu_time_millis_training: 437280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9786, kappa: 0.9571, kb_relative_information_score: 15177.1705, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9786, predictive_accuracy: 0.9786, prior_entropy: 0.9986, recall: 0.9786, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.2792, scimark_benchmark: 1328.1857, usercpu_time_millis: 10640, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9854, kappa: 0.9706, kb_relative_information_score: 15123.0184, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9854, predictive_accuracy: 0.9854, prior_entropy: 0.9986, recall: 0.9854, relative_absolute_error: 0.06, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.2199, scimark_benchmark: 1325.3966, usercpu_time_millis: 290, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1340.9647, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1343.3311, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9216, kappa: 0.8429, kb_relative_information_score: 13468.8342, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9217, predictive_accuracy: 0.9217, prior_entropy: 0.9986, recall: 0.9217, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5604, scimark_benchmark: 1274.7011, usercpu_time_millis: 4540, usercpu_time_millis_testing: 1420, usercpu_time_millis_training: 3120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9553, kappa: 0.9105, kb_relative_information_score: 12724.2105, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 0.9986, recall: 0.9553, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3864, scimark_benchmark: 1318.3027, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9786, kappa: 0.9571, kb_relative_information_score: 15177.1705, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9786, predictive_accuracy: 0.9786, prior_entropy: 0.9986, recall: 0.9786, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.2792, scimark_benchmark: 1316.7198, usercpu_time_millis: 10920, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 10860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1349.9109, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 942.3809, usercpu_time_millis: 80, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9857, kappa: 0.9714, kb_relative_information_score: 13964.7269, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9858, predictive_accuracy: 0.9857, prior_entropy: 0.9986, recall: 0.9857, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.2684, scimark_benchmark: 928.8135, usercpu_time_millis: 630, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9786, kappa: 0.9571, kb_relative_information_score: 15177.1705, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9786, predictive_accuracy: 0.9786, prior_entropy: 0.9986, recall: 0.9786, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.2792, scimark_benchmark: 946.6409, usercpu_time_millis: 7680, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 7660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9553, kappa: 0.9105, kb_relative_information_score: 12724.2105, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 0.9986, recall: 0.9553, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3864, scimark_benchmark: 934.1885, usercpu_time_millis: 200, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 899.1108, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, f_measure: 0.6583, kappa: 0.3833, kb_relative_information_score: 3575.3682, mean_absolute_error: 0.3985, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.7911, predictive_accuracy: 0.684, prior_entropy: 0.9986, recall: 0.684, relative_absolute_error: 0.7986, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.4305, root_relative_squared_error: 0.8618, scimark_benchmark: 931.7994, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1335.974, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9211, f_measure: 0.9216, kappa: 0.8429, kb_relative_information_score: 13468.8342, mean_absolute_error: 0.0783, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9217, predictive_accuracy: 0.9217, prior_entropy: 0.9986, recall: 0.9217, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2799, root_relative_squared_error: 0.5604, scimark_benchmark: 1346.6261, usercpu_time_millis: 2950, usercpu_time_millis_testing: 1330, usercpu_time_millis_training: 1620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1292.514, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1327.5842, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8708, kappa: 0.741, kb_relative_information_score: 9682.8257, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.871, predictive_accuracy: 0.8709, prior_entropy: 0.9986, recall: 0.8709, relative_absolute_error: 0.4214, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6127, scimark_benchmark: 1327.5842, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 926.6704, usercpu_time_millis: 90, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, f_measure: 0.9843, kappa: 0.9685, kb_relative_information_score: 15371.086, mean_absolute_error: 0.0199, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9843, predictive_accuracy: 0.9843, prior_entropy: 0.9986, recall: 0.9843, relative_absolute_error: 0.0399, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1164, root_relative_squared_error: 0.233, scimark_benchmark: 1256.2802, usercpu_time_millis: 380, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.964, f_measure: 0.964, kappa: 0.9279, kb_relative_information_score: 14826.6936, mean_absolute_error: 0.036, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.964, predictive_accuracy: 0.964, prior_entropy: 0.9986, recall: 0.964, relative_absolute_error: 0.0721, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1897, root_relative_squared_error: 0.3798, scimark_benchmark: 1362.1309, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9621, kappa: 0.9241, kb_relative_information_score: 13179.145, mean_absolute_error: 0.1018, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9626, predictive_accuracy: 0.9621, prior_entropy: 0.9986, recall: 0.9621, relative_absolute_error: 0.2041, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.3745, scimark_benchmark: 1253.0071, usercpu_time_millis: 560, usercpu_time_millis_training: 560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9553, kappa: 0.9105, kb_relative_information_score: 12724.2105, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9555, predictive_accuracy: 0.9553, prior_entropy: 0.9986, recall: 0.9553, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.193, root_relative_squared_error: 0.3864, scimark_benchmark: 1346.1568, usercpu_time_millis: 140, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 1337.1928, usercpu_time_millis: 50, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9491, f_measure: 0.8708, kappa: 0.741, kb_relative_information_score: 9682.8257, mean_absolute_error: 0.2103, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.871, predictive_accuracy: 0.8709, prior_entropy: 0.9986, recall: 0.8709, relative_absolute_error: 0.4214, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.3061, root_relative_squared_error: 0.6127, scimark_benchmark: 1313.11, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9904, kappa: 0.9807, kb_relative_information_score: 15559.2526, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9904, predictive_accuracy: 0.9904, prior_entropy: 0.9986, recall: 0.9904, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.0965, root_relative_squared_error: 0.1932, scimark_benchmark: 915.9028, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.9852, kappa: 0.9703, kb_relative_information_score: 14595.4763, mean_absolute_error: 0.0509, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9852, predictive_accuracy: 0.9852, prior_entropy: 0.9986, recall: 0.9852, relative_absolute_error: 0.1021, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.121, root_relative_squared_error: 0.2422, scimark_benchmark: 942.8346, usercpu_time_millis: 741330, usercpu_time_millis_testing: 3690, usercpu_time_millis_training: 737640,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 945.0194, usercpu_time_millis: 90, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, f_measure: 0.9078, kappa: 0.8152, kb_relative_information_score: 10566.4773, mean_absolute_error: 0.1844, mean_prior_absolute_error: 0.499, number_of_instances: 15980, precision: 0.9089, predictive_accuracy: 0.908, prior_entropy: 0.9986, recall: 0.908, relative_absolute_error: 0.3695, root_mean_prior_squared_error: 0.4995, root_mean_squared_error: 0.2726, root_relative_squared_error: 0.5458, scimark_benchmark: 945.0194, usercpu_time_millis: 80, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 10,

Metric:

Timeline

Plotting contribution timeline

Leaderboard

Rank Name Top Score Entries Highest rank

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

Challenge

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

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

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

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

Given inputs

Expected outputs

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

How to submit runs

Using your favorite machine learning environment

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

OpenML bootcamp

From your own software

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

OpenML APIs