OpenML
Supervised Classification on monks-problems-3

Supervised Classification on monks-problems-3

Task 146066 Supervised Classification monks-problems-3 32406 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

32406 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9657, kappa: 0.9314, kb_relative_information_score: 488.9981, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9989, recall: 0.9657, relative_absolute_error: 0.1366, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1521, root_relative_squared_error: 0.3044, scimark_benchmark: 1251.7613, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 456.0514, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1744, root_relative_squared_error: 0.3492, scimark_benchmark: 1258.9219, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1286.3747, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1283.1477, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1279.7565, usercpu_time_millis: 0.173, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9783, kappa: 0.9566, kb_relative_information_score: 501.2824, mean_absolute_error: 0.0552, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9784, predictive_accuracy: 0.9783, prior_entropy: 0.9989, recall: 0.9783, relative_absolute_error: 0.1105, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1412, root_relative_squared_error: 0.2827, scimark_benchmark: 1282.8279, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1285.9718, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9747, kappa: 0.9494, kb_relative_information_score: 498.1429, mean_absolute_error: 0.0585, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9748, predictive_accuracy: 0.9747, prior_entropy: 0.9989, recall: 0.9747, relative_absolute_error: 0.1171, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1443, root_relative_squared_error: 0.2889, scimark_benchmark: 1280.7623, usercpu_time_millis: 0.408, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.312,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1252.4484, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 442.485, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2413, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.3661, scimark_benchmark: 1250.73, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.105, usercpu_time_millis_training: 0.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1255.7765, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1258.8736, usercpu_time_millis: 0.189, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 466.3738, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1874, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1679, root_relative_squared_error: 0.3361, scimark_benchmark: 1272.692, usercpu_time_millis: 0.209, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9711, kappa: 0.9422, kb_relative_information_score: 497.3353, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9714, predictive_accuracy: 0.9711, prior_entropy: 0.9989, recall: 0.9711, relative_absolute_error: 0.1189, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.2898, scimark_benchmark: 1277.0556, usercpu_time_millis: 0.321, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1278.969, usercpu_time_millis: 0.208, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1282.9997, usercpu_time_millis: 0.175, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1280.8863, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1278.2011, usercpu_time_millis: 0.303, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 0.17,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1257.0137, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1274.7496, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 201.4266, mean_absolute_error: 0.3522, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.7055, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3618, root_relative_squared_error: 0.7242, scimark_benchmark: 1253.3973, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 398.2051, mean_absolute_error: 0.1684, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3373, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.4305, scimark_benchmark: 1253.4773, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1274.7236, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1249.3033, usercpu_time_millis: 0.203, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 0.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9694, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 235.5784, mean_absolute_error: 0.3232, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3368, root_relative_squared_error: 0.674, scimark_benchmark: 1250.8703, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 469.0424, mean_absolute_error: 0.0902, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1807, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1706, root_relative_squared_error: 0.3414, scimark_benchmark: 1283.3837, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9765, kappa: 0.953, kb_relative_information_score: 501.3458, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9766, predictive_accuracy: 0.9765, prior_entropy: 0.9989, recall: 0.9765, relative_absolute_error: 0.1104, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.2825, scimark_benchmark: 1235.7504, usercpu_time_millis: 0.347, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1281.1124, usercpu_time_millis: 0.184, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9783, kappa: 0.9566, kb_relative_information_score: 501.5523, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9784, predictive_accuracy: 0.9783, prior_entropy: 0.9989, recall: 0.9783, relative_absolute_error: 0.11, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1409, root_relative_squared_error: 0.2821, scimark_benchmark: 1247.8475, usercpu_time_millis: 0.327, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 481.9571, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1519, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1584, root_relative_squared_error: 0.3171, scimark_benchmark: 1256.4941, usercpu_time_millis: 0.206, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1289.1812, usercpu_time_millis: 0.17, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9693, kappa: 0.9386, kb_relative_information_score: 492.7369, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9696, predictive_accuracy: 0.9693, prior_entropy: 0.9989, recall: 0.9693, relative_absolute_error: 0.1288, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.2978, scimark_benchmark: 1264.7848, usercpu_time_millis: 0.252, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 374.6232, mean_absolute_error: 0.1928, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3862, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.4667, scimark_benchmark: 1285.2367, usercpu_time_millis: 0.179, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 471.6402, mean_absolute_error: 0.0876, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1755, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.3292, scimark_benchmark: 1304.771, usercpu_time_millis: 0.21, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1247.1223, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.101, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1261.3698, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.102, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1265.5063, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9829, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 465.7374, mean_absolute_error: 0.0943, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1888, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1688, root_relative_squared_error: 0.3379, scimark_benchmark: 1272.7388, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1280.285, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1261.4733, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1248.1863, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9711, kappa: 0.9422, kb_relative_information_score: 499.2807, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9714, predictive_accuracy: 0.9711, prior_entropy: 0.9989, recall: 0.9711, relative_absolute_error: 0.1145, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1434, root_relative_squared_error: 0.2871, scimark_benchmark: 1286.9031, usercpu_time_millis: 0.212, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1217.7998, usercpu_time_millis: 0.107, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1273.0078, usercpu_time_millis: 0.193, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1282.2027, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9818, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 374.1978, mean_absolute_error: 0.1933, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2304, root_relative_squared_error: 0.4611, scimark_benchmark: 1297.764, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1278.2071, usercpu_time_millis: 0.18, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1244.187, usercpu_time_millis: 0.194, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9693, kappa: 0.9386, kb_relative_information_score: 496.4461, mean_absolute_error: 0.0603, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9696, predictive_accuracy: 0.9693, prior_entropy: 0.9989, recall: 0.9693, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1455, root_relative_squared_error: 0.2913, scimark_benchmark: 1248.9301, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9693, kappa: 0.9386, kb_relative_information_score: 497.2591, mean_absolute_error: 0.0593, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9696, predictive_accuracy: 0.9693, prior_entropy: 0.9989, recall: 0.9693, relative_absolute_error: 0.1187, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1453, root_relative_squared_error: 0.2908, scimark_benchmark: 1309.9722, usercpu_time_millis: 0.214, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1281.0926, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9657, kappa: 0.9314, kb_relative_information_score: 480.9775, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9989, recall: 0.9657, relative_absolute_error: 0.1546, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1582, root_relative_squared_error: 0.3166, scimark_benchmark: 1248.932, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.099, usercpu_time_millis_training: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 400.7151, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3321, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.212, root_relative_squared_error: 0.4244, scimark_benchmark: 1248.3292, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1276.9751, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 487.1578, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1548, root_relative_squared_error: 0.3099, scimark_benchmark: 1276.7178, usercpu_time_millis: 0.102, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9831, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 469.2458, mean_absolute_error: 0.0903, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1809, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1663, root_relative_squared_error: 0.3328, scimark_benchmark: 1249.234, usercpu_time_millis: 0.249, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 0.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 446.415, mean_absolute_error: 0.116, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2324, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3612, scimark_benchmark: 1262.6331, usercpu_time_millis: 0.201, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7597, f_measure: 0.3556, kb_relative_information_score: 2.7903, mean_absolute_error: 0.4975, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4979, root_relative_squared_error: 0.9966, scimark_benchmark: 1253.8704, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 479.2586, mean_absolute_error: 0.0791, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1584, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.3188, scimark_benchmark: 1273.9579, usercpu_time_millis: 0.231, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 0.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1284.4817, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1282.5008, usercpu_time_millis: 0.176, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1270.0799, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1265.3386, usercpu_time_millis: 0.188, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9814, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 285.2222, mean_absolute_error: 0.279, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.5589, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2989, root_relative_squared_error: 0.5983, scimark_benchmark: 1272.4899, usercpu_time_millis: 0.19, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9711, kappa: 0.9422, kb_relative_information_score: 494.7646, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9714, predictive_accuracy: 0.9711, prior_entropy: 0.9989, recall: 0.9711, relative_absolute_error: 0.1244, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1471, root_relative_squared_error: 0.2945, scimark_benchmark: 1264.8037, usercpu_time_millis: 0.266, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1281.3339, usercpu_time_millis: 0.286, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1261.8608, usercpu_time_millis: 0.199, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9801, kappa: 0.9602, kb_relative_information_score: 502.833, mean_absolute_error: 0.0536, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9802, predictive_accuracy: 0.9801, prior_entropy: 0.9989, recall: 0.9801, relative_absolute_error: 0.1073, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1397, root_relative_squared_error: 0.2797, scimark_benchmark: 1260.9978, usercpu_time_millis: 0.331, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.236,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1274.761, usercpu_time_millis: 0.179, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.984, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 487.3357, mean_absolute_error: 0.07, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1402, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.307, scimark_benchmark: 1279.0131, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1281.4474, usercpu_time_millis: 0.172, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 489.9594, mean_absolute_error: 0.0671, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1343, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1516, root_relative_squared_error: 0.3035, scimark_benchmark: 1280.3994, usercpu_time_millis: 0.196, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.105,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1278.1411, usercpu_time_millis: 0.172, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1282.2477, usercpu_time_millis: 0.169, usercpu_time_millis_testing: 0.087, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1279.1088, usercpu_time_millis: 0.178, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1283.4879, usercpu_time_millis: 0.171, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9657, kappa: 0.9314, kb_relative_information_score: 481.3603, mean_absolute_error: 0.0767, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9662, predictive_accuracy: 0.9657, prior_entropy: 0.9989, recall: 0.9657, relative_absolute_error: 0.1537, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.3158, scimark_benchmark: 1253.1752, usercpu_time_millis: 0.228, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9711, kappa: 0.9422, kb_relative_information_score: 495.6138, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9714, predictive_accuracy: 0.9711, prior_entropy: 0.9989, recall: 0.9711, relative_absolute_error: 0.1226, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1464, root_relative_squared_error: 0.293, scimark_benchmark: 1295.9729, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.096, usercpu_time_millis_training: 0.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9693, kappa: 0.9386, kb_relative_information_score: 492.8422, mean_absolute_error: 0.0642, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9696, predictive_accuracy: 0.9693, prior_entropy: 0.9989, recall: 0.9693, relative_absolute_error: 0.1285, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1488, root_relative_squared_error: 0.2977, scimark_benchmark: 1250.075, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.089, usercpu_time_millis_training: 0.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9748, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 318.6793, mean_absolute_error: 0.2479, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.4966, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.274, root_relative_squared_error: 0.5484, scimark_benchmark: 1262.0245, usercpu_time_millis: 0.183, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1283.0921, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.097, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9801, kappa: 0.9602, kb_relative_information_score: 504.3847, mean_absolute_error: 0.0519, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9802, predictive_accuracy: 0.9801, prior_entropy: 0.9989, recall: 0.9801, relative_absolute_error: 0.104, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.2769, scimark_benchmark: 1273.4521, usercpu_time_millis: 0.257, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 391.9467, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2172, root_relative_squared_error: 0.4348, scimark_benchmark: 1251.6486, usercpu_time_millis: 0.186, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 323.5503, mean_absolute_error: 0.2433, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.4873, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2701, root_relative_squared_error: 0.5406, scimark_benchmark: 1255.4304, usercpu_time_millis: 0.185, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9801, kappa: 0.9602, kb_relative_information_score: 504.126, mean_absolute_error: 0.0522, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9802, predictive_accuracy: 0.9801, prior_entropy: 0.9989, recall: 0.9801, relative_absolute_error: 0.1046, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1385, root_relative_squared_error: 0.2773, scimark_benchmark: 1281.852, usercpu_time_millis: 0.313, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 431.1906, mean_absolute_error: 0.1328, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.266, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.3805, scimark_benchmark: 1295.2956, usercpu_time_millis: 0.191, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1260.8779, usercpu_time_millis: 0.182, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9824, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 452.7059, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.2183, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.177, root_relative_squared_error: 0.3543, scimark_benchmark: 1252.8148, usercpu_time_millis: 0.207, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4927, f_measure: 0.3556, kb_relative_information_score: -0.0133, mean_absolute_error: 0.4992, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.2703, predictive_accuracy: 0.5199, prior_entropy: 0.9989, recall: 0.5199, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4996, root_relative_squared_error: 1, scimark_benchmark: 1284.7745, usercpu_time_millis: 0.205, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9606, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 199.1164, mean_absolute_error: 0.3541, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.7093, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3635, root_relative_squared_error: 0.7276, scimark_benchmark: 1277.9125, usercpu_time_millis: 0.172, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 486.6299, mean_absolute_error: 0.0708, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1419, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1537, root_relative_squared_error: 0.3076, scimark_benchmark: 1277.1804, usercpu_time_millis: 0.227, usercpu_time_millis_testing: 0.091, usercpu_time_millis_training: 0.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9783, kappa: 0.9566, kb_relative_information_score: 502.6974, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9784, predictive_accuracy: 0.9783, prior_entropy: 0.9989, recall: 0.9783, relative_absolute_error: 0.1076, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1399, root_relative_squared_error: 0.2801, scimark_benchmark: 1249.8338, usercpu_time_millis: 0.354, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 0.254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9656, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 465.9154, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1821, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.203, root_relative_squared_error: 0.4064, scimark_benchmark: 1281.4004, usercpu_time_millis: 0.891, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.851,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.957, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 480.9877, mean_absolute_error: 0.076, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1522, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.3728, scimark_benchmark: 1266.5742, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.024, usercpu_time_millis_training: 0.227,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9639, kappa: 0.9278, kb_relative_information_score: 484.5263, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9646, predictive_accuracy: 0.9639, prior_entropy: 0.9989, recall: 0.9639, relative_absolute_error: 0.1439, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.364, scimark_benchmark: 1255.59, usercpu_time_millis: 1.094, usercpu_time_millis_testing: 0.037, usercpu_time_millis_training: 1.057,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.8855, kappa: 0.7711, kb_relative_information_score: 370.3259, mean_absolute_error: 0.1742, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.892, predictive_accuracy: 0.8863, prior_entropy: 0.9989, recall: 0.8863, relative_absolute_error: 0.3489, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.5974, scimark_benchmark: 1259.3909, usercpu_time_millis: 0.934, usercpu_time_millis_testing: 0.041, usercpu_time_millis_training: 0.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9822, f_measure: 0.9892, kappa: 0.9783, kb_relative_information_score: 504.2178, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.9893, predictive_accuracy: 0.9892, prior_entropy: 0.9989, recall: 0.9892, relative_absolute_error: 0.1111, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.1236, root_relative_squared_error: 0.2474, scimark_benchmark: 1282.1498, usercpu_time_millis: 0.327, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9642, f_measure: 0.8249, kappa: 0.6531, kb_relative_information_score: 321.0115, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.8489, predictive_accuracy: 0.8285, prior_entropy: 0.9989, recall: 0.8285, relative_absolute_error: 0.4351, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.6644, scimark_benchmark: 1282.7931, usercpu_time_millis: 1.288, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 1.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7994, f_measure: 0.6677, kappa: 0.3822, kb_relative_information_score: 179.7451, mean_absolute_error: 0.343, mean_prior_absolute_error: 0.4992, number_of_instances: 554, precision: 0.7887, predictive_accuracy: 0.6986, prior_entropy: 0.9989, recall: 0.6986, relative_absolute_error: 0.687, root_mean_prior_squared_error: 0.4996, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.8251, scimark_benchmark: 1256.7851, usercpu_time_millis: 1.28, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 1.237,

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