OpenML
Supervised Classification on musk

Supervised Classification on musk

Task 3950 Supervised Classification musk 66544 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_15 study_20 under100k
Issue #Downvotes for this reason By


Metric:

66544 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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.8863, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0019, scimark_benchmark: 1245.3466, usercpu_time_millis: 348.168, usercpu_time_millis_testing: 5.643, usercpu_time_millis_training: 342.525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.8635, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0017, root_relative_squared_error: 0.0048, scimark_benchmark: 1287.6704, usercpu_time_millis: 222.035, usercpu_time_millis_testing: 4.306, usercpu_time_millis_training: 217.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6264.5784, mean_absolute_error: 0.0192, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0735, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.048, root_relative_squared_error: 0.1329, scimark_benchmark: 1282.4758, usercpu_time_millis: 221.824, usercpu_time_millis_testing: 5.693, usercpu_time_millis_training: 216.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6449.5232, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0352, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0213, root_relative_squared_error: 0.0589, scimark_benchmark: 1254.7054, usercpu_time_millis: 649.003, usercpu_time_millis_testing: 10.955, usercpu_time_millis_training: 638.048,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.4854, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0035, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0675, scimark_benchmark: 1243.9901, usercpu_time_millis: 529.843, usercpu_time_millis_testing: 7.994, usercpu_time_millis_training: 521.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5957.3408, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.1414, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0663, root_relative_squared_error: 0.1836, scimark_benchmark: 1287.1724, usercpu_time_millis: 139.988, usercpu_time_millis_testing: 6.704, usercpu_time_millis_training: 133.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6569.1942, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0052, root_relative_squared_error: 0.0143, scimark_benchmark: 1276.3161, usercpu_time_millis: 412.129, usercpu_time_millis_testing: 7.433, usercpu_time_millis_training: 404.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6531.833, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0156, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0102, root_relative_squared_error: 0.0282, scimark_benchmark: 1275.0893, usercpu_time_millis: 411.528, usercpu_time_millis_testing: 8.494, usercpu_time_millis_training: 403.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9991, kappa: 0.9965, kb_relative_information_score: 6579.3841, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9991, predictive_accuracy: 0.9991, prior_entropy: 0.6204, recall: 0.9991, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0181, root_relative_squared_error: 0.0503, scimark_benchmark: 1238.2432, usercpu_time_millis: 77.182, usercpu_time_millis_testing: 3.256, usercpu_time_millis_training: 73.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.7015, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0688, scimark_benchmark: 1235.8939, usercpu_time_millis: 63.751, usercpu_time_millis_testing: 1.823, usercpu_time_millis_training: 61.928,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6570.1708, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0268, root_relative_squared_error: 0.0742, scimark_benchmark: 1241.2648, usercpu_time_millis: 177.493, usercpu_time_millis_testing: 5.611, usercpu_time_millis_training: 171.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.9982, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1284.7066, usercpu_time_millis: 461.77, usercpu_time_millis_testing: 7.44, usercpu_time_millis_training: 454.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.9235, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1245.731, usercpu_time_millis: 412.837, usercpu_time_millis_testing: 7.781, usercpu_time_millis_training: 405.056,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.8367, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0029, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0249, root_relative_squared_error: 0.0689, scimark_benchmark: 1242.1015, usercpu_time_millis: 136.606, usercpu_time_millis_testing: 3.214, usercpu_time_millis_training: 133.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9888, kappa: 0.9563, kb_relative_information_score: 5551.0662, mean_absolute_error: 0.0502, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9891, predictive_accuracy: 0.9889, prior_entropy: 0.6204, recall: 0.9889, relative_absolute_error: 0.1925, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1098, root_relative_squared_error: 0.3042, scimark_benchmark: 1248.3849, usercpu_time_millis: 441.847, usercpu_time_millis_testing: 17.929, usercpu_time_millis_training: 423.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6554.7132, mean_absolute_error: 0.0026, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0071, root_relative_squared_error: 0.0197, scimark_benchmark: 1279.8197, usercpu_time_millis: 422.453, usercpu_time_millis_testing: 7.838, usercpu_time_millis_training: 414.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.99, kappa: 0.9612, kb_relative_information_score: 5505.5119, mean_absolute_error: 0.0528, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9903, predictive_accuracy: 0.9901, prior_entropy: 0.6204, recall: 0.9901, relative_absolute_error: 0.2024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1108, root_relative_squared_error: 0.3067, scimark_benchmark: 1265.2306, usercpu_time_millis: 304.157, usercpu_time_millis_testing: 15.043, usercpu_time_millis_training: 289.114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6532.3673, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0155, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0113, root_relative_squared_error: 0.0312, scimark_benchmark: 1281.7675, usercpu_time_millis: 121.963, usercpu_time_millis_testing: 2.663, usercpu_time_millis_training: 119.3,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.9262, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0255, root_relative_squared_error: 0.0706, scimark_benchmark: 1276.5551, usercpu_time_millis: 105.003, usercpu_time_millis_testing: 3.076, usercpu_time_millis_training: 101.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.1023, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0015, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0105, root_relative_squared_error: 0.0292, scimark_benchmark: 1245.3998, usercpu_time_millis: 256.647, usercpu_time_millis_testing: 8.007, usercpu_time_millis_training: 248.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6592.7204, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0012, root_relative_squared_error: 0.0034, scimark_benchmark: 1250.847, usercpu_time_millis: 439.606, usercpu_time_millis_testing: 5.583, usercpu_time_millis_training: 434.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.6189, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0009, root_relative_squared_error: 0.0025, scimark_benchmark: 1283.3647, usercpu_time_millis: 147.173, usercpu_time_millis_testing: 2.47, usercpu_time_millis_training: 144.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6374.4173, mean_absolute_error: 0.0135, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0517, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0329, root_relative_squared_error: 0.0911, scimark_benchmark: 1278.9986, usercpu_time_millis: 589.836, usercpu_time_millis_testing: 12.69, usercpu_time_millis_training: 577.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6571.1682, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0245, root_relative_squared_error: 0.0679, scimark_benchmark: 1277.3605, usercpu_time_millis: 432.16, usercpu_time_millis_testing: 5.607, usercpu_time_millis_training: 426.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6564.4712, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0053, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0243, root_relative_squared_error: 0.0672, scimark_benchmark: 1244.031, usercpu_time_millis: 341.653, usercpu_time_millis_testing: 5.95, usercpu_time_millis_training: 335.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6570.8905, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0049, root_relative_squared_error: 0.0137, scimark_benchmark: 1278.3773, usercpu_time_millis: 97.91, usercpu_time_millis_testing: 2.557, usercpu_time_millis_training: 95.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6572.5208, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0248, root_relative_squared_error: 0.0687, scimark_benchmark: 1247.9991, usercpu_time_millis: 100.228, usercpu_time_millis_testing: 2.478, usercpu_time_millis_training: 97.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6586.7557, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0021, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0056, root_relative_squared_error: 0.0155, scimark_benchmark: 1244.1804, usercpu_time_millis: 356.148, usercpu_time_millis_testing: 8.343, usercpu_time_millis_training: 347.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6590.3706, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0087, root_relative_squared_error: 0.0241, scimark_benchmark: 1283.3809, usercpu_time_millis: 77.261, usercpu_time_millis_testing: 2.346, usercpu_time_millis_training: 74.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6377.3089, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0488, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0362, root_relative_squared_error: 0.1002, scimark_benchmark: 1271.5962, usercpu_time_millis: 313.776, usercpu_time_millis_testing: 6.842, usercpu_time_millis_training: 306.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.0938, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1246.8222, usercpu_time_millis: 63.24, usercpu_time_millis_testing: 1.78, usercpu_time_millis_training: 61.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6555.834, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.068, scimark_benchmark: 1235.1945, usercpu_time_millis: 181.54, usercpu_time_millis_testing: 4.109, usercpu_time_millis_training: 177.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.2445, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1272.9051, usercpu_time_millis: 42.608, usercpu_time_millis_testing: 1.35, usercpu_time_millis_training: 41.258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6476.1141, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0289, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.019, root_relative_squared_error: 0.0525, scimark_benchmark: 1218.3389, usercpu_time_millis: 359.544, usercpu_time_millis_testing: 6.602, usercpu_time_millis_training: 352.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6463.1159, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0185, root_relative_squared_error: 0.0513, scimark_benchmark: 1284.1595, usercpu_time_millis: 251.125, usercpu_time_millis_testing: 6.641, usercpu_time_millis_training: 244.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.8156, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0004, root_relative_squared_error: 0.0012, scimark_benchmark: 1246.0848, usercpu_time_millis: 347.717, usercpu_time_millis_testing: 4.946, usercpu_time_millis_training: 342.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6568.9125, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0665, scimark_benchmark: 1281.6147, usercpu_time_millis: 194.96, usercpu_time_millis_testing: 3.23, usercpu_time_millis_training: 191.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6566.0607, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.025, root_relative_squared_error: 0.0692, scimark_benchmark: 1248.8393, usercpu_time_millis: 406.139, usercpu_time_millis_testing: 8.939, usercpu_time_millis_training: 397.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6577.5137, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.005, root_relative_squared_error: 0.0138, scimark_benchmark: 1285.3954, usercpu_time_millis: 97.34, usercpu_time_millis_testing: 2.637, usercpu_time_millis_training: 94.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.6599, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1278.3081, usercpu_time_millis: 85.517, usercpu_time_millis_testing: 2.278, usercpu_time_millis_training: 83.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.7974, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0027, scimark_benchmark: 1275.3605, usercpu_time_millis: 290.489, usercpu_time_millis_testing: 4.294, usercpu_time_millis_training: 286.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.948, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0008, root_relative_squared_error: 0.0023, scimark_benchmark: 1243.8624, usercpu_time_millis: 17.13, usercpu_time_millis_testing: 1.102, usercpu_time_millis_training: 16.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6569.8256, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0063, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0048, root_relative_squared_error: 0.0134, scimark_benchmark: 1242.9849, usercpu_time_millis: 576.365, usercpu_time_millis_testing: 8.69, usercpu_time_millis_training: 567.675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6593.1335, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0009, root_relative_squared_error: 0.0024, scimark_benchmark: 1250.6465, usercpu_time_millis: 575.778, usercpu_time_millis_testing: 8.228, usercpu_time_millis_training: 567.55,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6484.6056, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0262, root_relative_squared_error: 0.0725, scimark_benchmark: 1235.4248, usercpu_time_millis: 360.227, usercpu_time_millis_testing: 8.38, usercpu_time_millis_training: 351.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 5514.8796, mean_absolute_error: 0.0581, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.2228, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0999, root_relative_squared_error: 0.2768, scimark_benchmark: 1244.5163, usercpu_time_millis: 144.681, usercpu_time_millis_testing: 8.389, usercpu_time_millis_training: 136.292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.9924, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0003, root_relative_squared_error: 0.0008, scimark_benchmark: 1285.5049, usercpu_time_millis: 320.411, usercpu_time_millis_testing: 4.804, usercpu_time_millis_training: 315.607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6548.0464, mean_absolute_error: 0.0024, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0092, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0702, scimark_benchmark: 1250.2585, usercpu_time_millis: 342.819, usercpu_time_millis_testing: 8.782, usercpu_time_millis_training: 334.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.5988, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0025, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0681, scimark_benchmark: 1275.2855, usercpu_time_millis: 518.358, usercpu_time_millis_testing: 7.321, usercpu_time_millis_training: 511.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9959, kappa: 0.9842, kb_relative_information_score: 5782.5711, mean_absolute_error: 0.0414, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.6204, recall: 0.9959, relative_absolute_error: 0.1588, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.2524, scimark_benchmark: 1243.4309, usercpu_time_millis: 263.936, usercpu_time_millis_testing: 11.192, usercpu_time_millis_training: 252.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.007, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0007, root_relative_squared_error: 0.0019, scimark_benchmark: 1288.6899, usercpu_time_millis: 48.544, usercpu_time_millis_testing: 1.378, usercpu_time_millis_training: 47.166,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 5875.4211, mean_absolute_error: 0.0386, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.1479, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.2238, scimark_benchmark: 1277.0529, usercpu_time_millis: 421.956, usercpu_time_millis_testing: 15.747, usercpu_time_millis_training: 406.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6503.7125, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0199, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0265, root_relative_squared_error: 0.0734, scimark_benchmark: 1281.3228, usercpu_time_millis: 20.451, usercpu_time_millis_testing: 1.458, usercpu_time_millis_training: 18.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6568.8185, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0039, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0266, root_relative_squared_error: 0.0737, scimark_benchmark: 1278.1987, usercpu_time_millis: 57.561, usercpu_time_millis_testing: 2.397, usercpu_time_millis_training: 55.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6577.2698, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0041, root_relative_squared_error: 0.0113, scimark_benchmark: 1247.9236, usercpu_time_millis: 161.191, usercpu_time_millis_testing: 2.967, usercpu_time_millis_training: 158.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6589.0359, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0301, scimark_benchmark: 1287.8303, usercpu_time_millis: 35.571, usercpu_time_millis_testing: 1.634, usercpu_time_millis_training: 33.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.2706, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.002, root_relative_squared_error: 0.0057, scimark_benchmark: 1285.3505, usercpu_time_millis: 322.572, usercpu_time_millis_testing: 6.286, usercpu_time_millis_training: 316.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6567.6272, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0045, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0676, scimark_benchmark: 1272.4918, usercpu_time_millis: 368.203, usercpu_time_millis_testing: 6.74, usercpu_time_millis_training: 361.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6547.2636, mean_absolute_error: 0.0031, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0119, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0082, root_relative_squared_error: 0.0226, scimark_benchmark: 1240.5924, usercpu_time_millis: 332.861, usercpu_time_millis_testing: 4.963, usercpu_time_millis_training: 327.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6578.3629, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0103, scimark_benchmark: 1279.3745, usercpu_time_millis: 113.896, usercpu_time_millis_testing: 2.339, usercpu_time_millis_training: 111.557,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6591.5064, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0025, root_relative_squared_error: 0.0071, scimark_benchmark: 1228.7359, usercpu_time_millis: 292.409, usercpu_time_millis_testing: 4.85, usercpu_time_millis_training: 287.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9992, kappa: 0.9971, kb_relative_information_score: 6561.0268, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9992, predictive_accuracy: 0.9992, prior_entropy: 0.6204, recall: 0.9992, relative_absolute_error: 0.0078, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0163, root_relative_squared_error: 0.045, scimark_benchmark: 1286.3679, usercpu_time_millis: 101.399, usercpu_time_millis_testing: 4.182, usercpu_time_millis_training: 97.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6565.5537, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0114, root_relative_squared_error: 0.0316, scimark_benchmark: 1284.895, usercpu_time_millis: 95.266, usercpu_time_millis_testing: 3.593, usercpu_time_millis_training: 91.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.7264, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0017, root_relative_squared_error: 0.0047, scimark_benchmark: 1233.8571, usercpu_time_millis: 653.928, usercpu_time_millis_testing: 8.768, usercpu_time_millis_training: 645.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9985, kappa: 0.9942, kb_relative_information_score: 6563.305, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.6204, recall: 0.9985, relative_absolute_error: 0.0046, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.03, root_relative_squared_error: 0.0832, scimark_benchmark: 1278.8051, usercpu_time_millis: 190.124, usercpu_time_millis_testing: 7.88, usercpu_time_millis_training: 182.244,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6314.4338, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0642, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0385, root_relative_squared_error: 0.1067, scimark_benchmark: 1277.3707, usercpu_time_millis: 146.278, usercpu_time_millis_testing: 4.387, usercpu_time_millis_training: 141.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6532.0254, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0153, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0142, root_relative_squared_error: 0.0393, scimark_benchmark: 1239.8163, usercpu_time_millis: 17.269, usercpu_time_millis_testing: 1.1, usercpu_time_millis_training: 16.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6557.4381, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0668, scimark_benchmark: 1241.8291, usercpu_time_millis: 607.382, usercpu_time_millis_testing: 8.859, usercpu_time_millis_training: 598.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6278.3905, mean_absolute_error: 0.0189, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0723, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0417, root_relative_squared_error: 0.1156, scimark_benchmark: 1230.1357, usercpu_time_millis: 126.095, usercpu_time_millis_testing: 3.967, usercpu_time_millis_training: 122.128,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6575.2907, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.068, scimark_benchmark: 1282.7293, usercpu_time_millis: 598.157, usercpu_time_millis_testing: 8.679, usercpu_time_millis_training: 589.478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6573.0919, mean_absolute_error: 0.0008, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0031, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.0701, scimark_benchmark: 1262.7609, usercpu_time_millis: 233.93, usercpu_time_millis_testing: 5.857, usercpu_time_millis_training: 228.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.2337, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.025, root_relative_squared_error: 0.0692, scimark_benchmark: 1278.869, usercpu_time_millis: 317.874, usercpu_time_millis_testing: 6.608, usercpu_time_millis_training: 311.266,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6555.4531, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0075, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.0659, scimark_benchmark: 1248.6043, usercpu_time_millis: 259.527, usercpu_time_millis_testing: 4.044, usercpu_time_millis_training: 255.483,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6485.2904, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0247, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0702, scimark_benchmark: 1236.1164, usercpu_time_millis: 457.563, usercpu_time_millis_testing: 8.333, usercpu_time_millis_training: 449.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6565.9135, mean_absolute_error: 0.0018, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0069, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0132, root_relative_squared_error: 0.0367, scimark_benchmark: 1272.3946, usercpu_time_millis: 248.1, usercpu_time_millis_testing: 8.061, usercpu_time_millis_training: 240.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.0612, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0001, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0004, root_relative_squared_error: 0.001, scimark_benchmark: 1277.7813, usercpu_time_millis: 493.483, usercpu_time_millis_testing: 7.737, usercpu_time_millis_training: 485.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6574.2767, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0028, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1231.5851, usercpu_time_millis: 450.705, usercpu_time_millis_testing: 6.943, usercpu_time_millis_training: 443.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6310.4442, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0678, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0349, root_relative_squared_error: 0.0966, scimark_benchmark: 1208.7606, usercpu_time_millis: 234.888, usercpu_time_millis_testing: 7.969, usercpu_time_millis_training: 226.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6243.6226, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0784, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0462, root_relative_squared_error: 0.128, scimark_benchmark: 1279.3338, usercpu_time_millis: 105.818, usercpu_time_millis_testing: 3.08, usercpu_time_millis_training: 102.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6536.0738, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0146, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.01, root_relative_squared_error: 0.0276, scimark_benchmark: 1234.6035, usercpu_time_millis: 519.654, usercpu_time_millis_testing: 8.428, usercpu_time_millis_training: 511.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.3887, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0005, root_relative_squared_error: 0.0014, scimark_benchmark: 1234.2091, usercpu_time_millis: 382.675, usercpu_time_millis_testing: 5.456, usercpu_time_millis_training: 377.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6247.7561, mean_absolute_error: 0.0203, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0478, root_relative_squared_error: 0.1325, scimark_benchmark: 1284.3218, usercpu_time_millis: 561.261, usercpu_time_millis_testing: 15.155, usercpu_time_millis_training: 546.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9977, kappa: 0.9912, kb_relative_information_score: 5884.5995, mean_absolute_error: 0.0375, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9977, predictive_accuracy: 0.9977, prior_entropy: 0.6204, recall: 0.9977, relative_absolute_error: 0.1437, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.083, root_relative_squared_error: 0.2297, scimark_benchmark: 1237.9347, usercpu_time_millis: 174.35, usercpu_time_millis_testing: 5.725, usercpu_time_millis_training: 168.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6461.8297, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0302, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0267, root_relative_squared_error: 0.0738, scimark_benchmark: 1283.6641, usercpu_time_millis: 103.61, usercpu_time_millis_testing: 2.714, usercpu_time_millis_training: 100.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.0264, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1275.8895, usercpu_time_millis: 406.795, usercpu_time_millis_testing: 5.398, usercpu_time_millis_training: 401.397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9942, kb_relative_information_score: 6528.8069, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.6204, recall: 0.9985, relative_absolute_error: 0.0134, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0292, root_relative_squared_error: 0.0809, scimark_benchmark: 1237.5449, usercpu_time_millis: 46.139, usercpu_time_millis_testing: 2.468, usercpu_time_millis_training: 43.671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6579.1038, mean_absolute_error: 0.001, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0037, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0118, root_relative_squared_error: 0.0328, scimark_benchmark: 1270.9959, usercpu_time_millis: 208.976, usercpu_time_millis_testing: 6.657, usercpu_time_millis_training: 202.319,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6544.9729, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0122, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0124, root_relative_squared_error: 0.0343, scimark_benchmark: 1266.4319, usercpu_time_millis: 200.026, usercpu_time_millis_testing: 6.197, usercpu_time_millis_training: 193.829,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6514.7389, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0131, root_relative_squared_error: 0.0363, scimark_benchmark: 1287.5379, usercpu_time_millis: 174.8, usercpu_time_millis_testing: 4.921, usercpu_time_millis_training: 169.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6539.3233, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0115, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0241, root_relative_squared_error: 0.0666, scimark_benchmark: 1242.1, usercpu_time_millis: 266.342, usercpu_time_millis_testing: 5.883, usercpu_time_millis_training: 260.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6588.3583, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0015, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0104, root_relative_squared_error: 0.0287, scimark_benchmark: 1288.0687, usercpu_time_millis: 240.434, usercpu_time_millis_testing: 6.925, usercpu_time_millis_training: 233.509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6530.9332, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0102, root_relative_squared_error: 0.0284, scimark_benchmark: 1232.3042, usercpu_time_millis: 389.568, usercpu_time_millis_testing: 7.842, usercpu_time_millis_training: 381.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6594.5467, mean_absolute_error: 0, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0002, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0015, root_relative_squared_error: 0.0043, scimark_benchmark: 1281.2804, usercpu_time_millis: 13.801, usercpu_time_millis_testing: 1.017, usercpu_time_millis_training: 12.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6595.2633, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, root_mean_prior_squared_error: 0.3611, scimark_benchmark: 1240.5194, usercpu_time_millis: 142.936, usercpu_time_millis_testing: 2.803, usercpu_time_millis_training: 140.133,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6477.2026, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0179, root_relative_squared_error: 0.0496, scimark_benchmark: 1226.3996, usercpu_time_millis: 285.799, usercpu_time_millis_testing: 5.002, usercpu_time_millis_training: 280.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6576.0095, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0246, root_relative_squared_error: 0.0682, scimark_benchmark: 1244.886, usercpu_time_millis: 311.502, usercpu_time_millis_testing: 4.894, usercpu_time_millis_training: 306.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6494.591, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0224, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0259, root_relative_squared_error: 0.0716, scimark_benchmark: 1234.7853, usercpu_time_millis: 60.783, usercpu_time_millis_testing: 1.95, usercpu_time_millis_training: 58.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6501.7581, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.0206, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0722, scimark_benchmark: 1279.3177, usercpu_time_millis: 41.283, usercpu_time_millis_testing: 1.862, usercpu_time_millis_training: 39.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 6451.9446, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 1, predictive_accuracy: 1, prior_entropy: 0.6204, recall: 1, relative_absolute_error: 0.0346, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0213, root_relative_squared_error: 0.059, scimark_benchmark: 1285.5442, usercpu_time_millis: 103.583, usercpu_time_millis_testing: 2.81, usercpu_time_millis_training: 100.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 6316.9604, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9994, predictive_accuracy: 0.9994, prior_entropy: 0.6204, recall: 0.9994, relative_absolute_error: 0.062, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0414, root_relative_squared_error: 0.1145, scimark_benchmark: 1280.4273, usercpu_time_millis: 376.627, usercpu_time_millis_testing: 9.643, usercpu_time_millis_training: 366.984,

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