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: 0.9997, kappa: 0.9988, kb_relative_information_score: 6531.704, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0145, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0172, root_relative_squared_error: 0.0475, scimark_benchmark: 1219.3251, usercpu_time_millis: 14.976, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 14.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1226.8992, usercpu_time_millis: 2.299, usercpu_time_millis_testing: 0.483, usercpu_time_millis_training: 1.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1226.9576, usercpu_time_millis: 2.024, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 1.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9974, kappa: 0.9901, kb_relative_information_score: 5040.7807, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.6204, recall: 0.9974, relative_absolute_error: 0.3333, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1302, root_relative_squared_error: 0.3606, scimark_benchmark: 1219.6292, usercpu_time_millis: 4.714, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 4.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.1478, usercpu_time_millis: 1.94, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 1.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1272.9775, usercpu_time_millis: 1.991, usercpu_time_millis_testing: 0.423, usercpu_time_millis_training: 1.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.1817, usercpu_time_millis: 2.005, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 1.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1274.3646, usercpu_time_millis: 2.14, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 1.704,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1227.8008, usercpu_time_millis: 2.32, usercpu_time_millis_testing: 0.461, usercpu_time_millis_training: 1.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6138.1105, mean_absolute_error: 0.0284, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.1088, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0467, root_relative_squared_error: 0.1294, scimark_benchmark: 1242.7707, usercpu_time_millis: 8.937, usercpu_time_millis_testing: 0.389, usercpu_time_millis_training: 8.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1228.7837, usercpu_time_millis: 1.932, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 1.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6460.8183, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0321, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0211, root_relative_squared_error: 0.0584, scimark_benchmark: 1272.7797, usercpu_time_millis: 11.457, usercpu_time_millis_testing: 0.418, usercpu_time_millis_training: 11.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6326.4159, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0644, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0323, root_relative_squared_error: 0.0895, scimark_benchmark: 1257.2413, usercpu_time_millis: 5.83, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 5.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.7891, kappa: 0.0632, kb_relative_information_score: 1771.1535, mean_absolute_error: 0.2112, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8739, predictive_accuracy: 0.8518, prior_entropy: 0.6204, recall: 0.8518, relative_absolute_error: 0.8096, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.823, scimark_benchmark: 1236.5747, usercpu_time_millis: 2.103, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6356.648, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0572, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.0819, scimark_benchmark: 1220.8628, usercpu_time_millis: 5.997, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 5.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, f_measure: 0.8928, kappa: 0.5424, kb_relative_information_score: 2665.981, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9181, predictive_accuracy: 0.9094, prior_entropy: 0.6204, recall: 0.9094, relative_absolute_error: 0.679, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2601, root_relative_squared_error: 0.7204, scimark_benchmark: 1264.6499, usercpu_time_millis: 2.264, usercpu_time_millis_testing: 0.44, usercpu_time_millis_training: 1.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9729, kappa: 0.8926, kb_relative_information_score: 4519.3834, mean_absolute_error: 0.1101, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9747, predictive_accuracy: 0.9739, prior_entropy: 0.6204, recall: 0.9739, relative_absolute_error: 0.4222, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1674, root_relative_squared_error: 0.4637, scimark_benchmark: 1222.9953, usercpu_time_millis: 3.05, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 2.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1268.38, usercpu_time_millis: 1.993, usercpu_time_millis_testing: 0.277, usercpu_time_millis_training: 1.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6092.7706, mean_absolute_error: 0.0311, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.1194, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0512, root_relative_squared_error: 0.1418, scimark_benchmark: 1266.2731, usercpu_time_millis: 5.558, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 5.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6409.7098, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0445, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0253, root_relative_squared_error: 0.07, scimark_benchmark: 1274.9179, usercpu_time_millis: 6.485, usercpu_time_millis_testing: 0.377, usercpu_time_millis_training: 6.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.7832, kappa: 0.0361, kb_relative_information_score: 1908.695, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.872, predictive_accuracy: 0.8492, prior_entropy: 0.6204, recall: 0.8492, relative_absolute_error: 0.7915, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.8039, scimark_benchmark: 1221.7643, usercpu_time_millis: 2.242, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 1.825,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9809, f_measure: 0.8541, kappa: 0.3639, kb_relative_information_score: 2311.4026, mean_absolute_error: 0.1925, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8986, predictive_accuracy: 0.8848, prior_entropy: 0.6204, recall: 0.8848, relative_absolute_error: 0.7379, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2751, root_relative_squared_error: 0.7619, scimark_benchmark: 1219.1132, usercpu_time_millis: 1.982, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 1.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1269.1683, usercpu_time_millis: 1.884, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 1.493,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6478.0768, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0278, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.02, root_relative_squared_error: 0.0555, scimark_benchmark: 1260.1815, usercpu_time_millis: 11.504, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 11.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1257.5438, usercpu_time_millis: 1.965, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 1.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1216.028, usercpu_time_millis: 1.867, usercpu_time_millis_testing: 0.267, usercpu_time_millis_training: 1.6,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8648, f_measure: 0.7752, kb_relative_information_score: 38.9419, mean_absolute_error: 0.259, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.993, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3587, root_relative_squared_error: 0.9933, scimark_benchmark: 1227.4666, usercpu_time_millis: 2.257, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 1.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9676, kappa: 0.8708, kb_relative_information_score: 2408.574, mean_absolute_error: 0.1232, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9702, predictive_accuracy: 0.9691, prior_entropy: 0.6204, recall: 0.9691, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2275, root_relative_squared_error: 0.6301, scimark_benchmark: 1272.6259, usercpu_time_millis: 461.262, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 460.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6524.6735, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0163, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0178, root_relative_squared_error: 0.0492, scimark_benchmark: 1231.3026, usercpu_time_millis: 14.398, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 13.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6454.979, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0335, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0218, root_relative_squared_error: 0.0605, scimark_benchmark: 1224.4493, usercpu_time_millis: 8.401, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 7.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9986, kappa: 0.9948, kb_relative_information_score: 5504.2984, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9986, predictive_accuracy: 0.9986, prior_entropy: 0.6204, recall: 0.9986, relative_absolute_error: 0.2441, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0978, root_relative_squared_error: 0.2709, scimark_benchmark: 1273.4663, usercpu_time_millis: 5.089, usercpu_time_millis_testing: 0.4, usercpu_time_millis_training: 4.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6519.654, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0176, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0179, root_relative_squared_error: 0.0496, scimark_benchmark: 1219.1588, usercpu_time_millis: 14.209, usercpu_time_millis_testing: 0.411, usercpu_time_millis_training: 13.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6284.6739, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0744, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0353, root_relative_squared_error: 0.0978, scimark_benchmark: 1265.8574, usercpu_time_millis: 5.631, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 5.23,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6526.465, mean_absolute_error: 0.0042, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0184, root_relative_squared_error: 0.0509, scimark_benchmark: 1222.4018, usercpu_time_millis: 7.809, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 7.36,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1274.83, usercpu_time_millis: 1.922, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 1.518,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9406, f_measure: 0.7898, kappa: 0.0664, kb_relative_information_score: 1202.1573, mean_absolute_error: 0.2294, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8741, predictive_accuracy: 0.8521, prior_entropy: 0.6204, recall: 0.8521, relative_absolute_error: 0.8794, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.322, root_relative_squared_error: 0.8918, scimark_benchmark: 1233.2882, usercpu_time_millis: 2.08, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9683, kappa: 0.8736, kb_relative_information_score: 4280.2029, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9707, predictive_accuracy: 0.9697, prior_entropy: 0.6204, recall: 0.9697, relative_absolute_error: 0.4647, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1799, root_relative_squared_error: 0.4982, scimark_benchmark: 1271.1814, usercpu_time_millis: 3.154, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 2.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.737, usercpu_time_millis: 2.045, usercpu_time_millis_testing: 0.381, usercpu_time_millis_training: 1.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6373.7282, mean_absolute_error: 0.0139, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0532, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0274, root_relative_squared_error: 0.0758, scimark_benchmark: 1237.0543, usercpu_time_millis: 11.925, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 11.516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1274.5321, usercpu_time_millis: 2.006, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6468.6905, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0301, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0211, root_relative_squared_error: 0.0584, scimark_benchmark: 1195.6249, usercpu_time_millis: 7.161, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 6.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6285.6424, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0743, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0346, root_relative_squared_error: 0.0958, scimark_benchmark: 1261.5496, usercpu_time_millis: 7.936, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 7.538,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.1645, usercpu_time_millis: 2.064, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 1.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1231.6003, usercpu_time_millis: 2.018, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 1.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9424, f_measure: 0.843, kappa: 0.312, kb_relative_information_score: 1433.3888, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8937, predictive_accuracy: 0.8784, prior_entropy: 0.6204, recall: 0.8784, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3135, root_relative_squared_error: 0.8681, scimark_benchmark: 1273.4341, usercpu_time_millis: 2.034, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 1.643,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9676, kappa: 0.8708, kb_relative_information_score: 2440.3327, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9702, predictive_accuracy: 0.9691, prior_entropy: 0.6204, recall: 0.9691, relative_absolute_error: 0.4651, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2269, root_relative_squared_error: 0.6285, scimark_benchmark: 1272.383, usercpu_time_millis: 484.173, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 483.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.7752, kb_relative_information_score: 503.9056, mean_absolute_error: 0.2494, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9561, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.347, root_relative_squared_error: 0.9609, scimark_benchmark: 1216.152, usercpu_time_millis: 2.163, usercpu_time_millis_testing: 0.421, usercpu_time_millis_training: 1.742,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1215.8965, usercpu_time_millis: 2.146, usercpu_time_millis_testing: 0.432, usercpu_time_millis_training: 1.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1223.6156, usercpu_time_millis: 2.047, usercpu_time_millis_testing: 0.386, usercpu_time_millis_training: 1.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1271.7139, usercpu_time_millis: 1.954, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 1.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6321.55, mean_absolute_error: 0.0171, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0657, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0318, root_relative_squared_error: 0.088, scimark_benchmark: 1274.5511, usercpu_time_millis: 7.014, usercpu_time_millis_testing: 0.39, usercpu_time_millis_training: 6.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1221.3627, usercpu_time_millis: 1.911, usercpu_time_millis_testing: 0.401, usercpu_time_millis_training: 1.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9994, kappa: 0.9977, kb_relative_information_score: 5915.9069, mean_absolute_error: 0.0415, 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: 0.159, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0674, root_relative_squared_error: 0.1866, scimark_benchmark: 1278.3733, usercpu_time_millis: 3.741, usercpu_time_millis_testing: 0.402, usercpu_time_millis_training: 3.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9729, f_measure: 0.7752, kb_relative_information_score: 1620.7188, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.8275, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.8383, scimark_benchmark: 1227.1187, usercpu_time_millis: 2.163, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 1.869,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7274, f_measure: 0.8559, kappa: 0.3723, kb_relative_information_score: -7246.1363, mean_absolute_error: 0.3762, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.8994, predictive_accuracy: 0.8859, prior_entropy: 0.6204, recall: 0.8859, relative_absolute_error: 1.4422, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.4258, root_relative_squared_error: 1.1793, scimark_benchmark: 1225.9207, usercpu_time_millis: 735.878, usercpu_time_millis_testing: 0.438, usercpu_time_millis_training: 735.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.257, usercpu_time_millis: 2.064, usercpu_time_millis_testing: 0.415, usercpu_time_millis_training: 1.649,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1243.0341, usercpu_time_millis: 2.066, usercpu_time_millis_testing: 0.399, usercpu_time_millis_training: 1.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1274.5283, usercpu_time_millis: 1.931, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 1.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6493.7792, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0233, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0187, root_relative_squared_error: 0.0517, scimark_benchmark: 1229.1365, usercpu_time_millis: 14.24, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 13.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1232.339, usercpu_time_millis: 2.06, usercpu_time_millis_testing: 0.41, usercpu_time_millis_training: 1.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1273.0862, usercpu_time_millis: 1.803, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 1.425,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9941, f_measure: 0.9283, kappa: 0.7021, kb_relative_information_score: 3556.3806, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9401, predictive_accuracy: 0.9356, prior_entropy: 0.6204, recall: 0.9356, relative_absolute_error: 0.5565, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2197, root_relative_squared_error: 0.6085, scimark_benchmark: 1231.8924, usercpu_time_millis: 2.33, usercpu_time_millis_testing: 0.373, usercpu_time_millis_training: 1.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9685, kappa: 0.8743, kb_relative_information_score: 4503.9426, mean_absolute_error: 0.1076, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9709, predictive_accuracy: 0.9698, prior_entropy: 0.6204, recall: 0.9698, relative_absolute_error: 0.4127, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.4733, scimark_benchmark: 1214.3945, usercpu_time_millis: 2.633, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 2.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9623, f_measure: 0.7752, kb_relative_information_score: 1157.7782, mean_absolute_error: 0.2295, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.8798, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3199, root_relative_squared_error: 0.886, scimark_benchmark: 1279.3267, usercpu_time_millis: 2.114, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 1.82,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1220.0838, usercpu_time_millis: 2.048, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 1.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1276.6847, usercpu_time_millis: 2.187, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1251.2782, usercpu_time_millis: 2.333, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 1.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9246, f_measure: 0.7752, kb_relative_information_score: 474.9562, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.942, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.341, root_relative_squared_error: 0.9444, scimark_benchmark: 1267.7414, usercpu_time_millis: 2.282, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 1.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6499.8645, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0225, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0195, root_relative_squared_error: 0.0541, scimark_benchmark: 1269.5759, usercpu_time_millis: 5.906, usercpu_time_millis_testing: 0.282, usercpu_time_millis_training: 5.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9676, kappa: 0.8708, kb_relative_information_score: 2366.4013, mean_absolute_error: 0.1258, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9702, predictive_accuracy: 0.9691, prior_entropy: 0.6204, recall: 0.9691, relative_absolute_error: 0.4822, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.6321, scimark_benchmark: 1252.7627, usercpu_time_millis: 583.73, usercpu_time_millis_testing: 0.335, usercpu_time_millis_training: 583.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6461.3139, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0319, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0595, scimark_benchmark: 1228.3287, usercpu_time_millis: 6.996, usercpu_time_millis_testing: 0.392, usercpu_time_millis_training: 6.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.4659, usercpu_time_millis: 1.969, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 1.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6336.0784, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0623, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0301, root_relative_squared_error: 0.0835, scimark_benchmark: 1213.6661, usercpu_time_millis: 12.799, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 12.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6471.6588, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0287, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0198, root_relative_squared_error: 0.0549, scimark_benchmark: 1272.9603, usercpu_time_millis: 14.94, usercpu_time_millis_testing: 0.43, usercpu_time_millis_training: 14.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1226.4349, usercpu_time_millis: 1.959, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 1.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1264.9461, usercpu_time_millis: 2.093, usercpu_time_millis_testing: 0.42, usercpu_time_millis_training: 1.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.592, f_measure: 0.7752, kb_relative_information_score: 324.6309, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9751, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3527, root_relative_squared_error: 0.9768, scimark_benchmark: 1211.5991, usercpu_time_millis: 1.965, usercpu_time_millis_testing: 0.394, usercpu_time_millis_training: 1.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.7752, kb_relative_information_score: 884.5615, mean_absolute_error: 0.2392, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.917, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.9239, scimark_benchmark: 1228.7465, usercpu_time_millis: 2.15, usercpu_time_millis_testing: 0.435, usercpu_time_millis_training: 1.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6457.0954, mean_absolute_error: 0.0085, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0326, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0207, root_relative_squared_error: 0.0573, scimark_benchmark: 1270.4078, usercpu_time_millis: 15.777, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 15.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1219.409, usercpu_time_millis: 2.11, usercpu_time_millis_testing: 0.426, usercpu_time_millis_training: 1.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1224.9542, usercpu_time_millis: 1.889, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 1.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6235.0697, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0861, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0399, root_relative_squared_error: 0.1105, scimark_benchmark: 1281.5565, usercpu_time_millis: 5.007, usercpu_time_millis_testing: 0.408, usercpu_time_millis_training: 4.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1272.7021, usercpu_time_millis: 2.294, usercpu_time_millis_testing: 0.466, usercpu_time_millis_training: 1.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6123.997, mean_absolute_error: 0.0293, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.1122, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0485, root_relative_squared_error: 0.1342, scimark_benchmark: 1270.512, usercpu_time_millis: 5.881, usercpu_time_millis_testing: 0.422, usercpu_time_millis_training: 5.459,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1227.1363, usercpu_time_millis: 1.932, usercpu_time_millis_testing: 0.442, usercpu_time_millis_training: 1.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9956, f_measure: 0.9326, kappa: 0.7213, kb_relative_information_score: 3598.1185, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9432, predictive_accuracy: 0.9391, prior_entropy: 0.6204, recall: 0.9391, relative_absolute_error: 0.5572, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.6006, scimark_benchmark: 1268.1657, usercpu_time_millis: 2.482, usercpu_time_millis_testing: 0.413, usercpu_time_millis_training: 2.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1274.5962, usercpu_time_millis: 1.931, usercpu_time_millis_testing: 0.298, usercpu_time_millis_training: 1.633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, f_measure: 0.7752, kb_relative_information_score: 768.1683, mean_absolute_error: 0.2379, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9123, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3309, root_relative_squared_error: 0.9163, scimark_benchmark: 1201.9445, usercpu_time_millis: 2.231, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 1.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6455.8641, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0218, root_relative_squared_error: 0.0603, scimark_benchmark: 1245.8057, usercpu_time_millis: 8.073, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 7.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1212.4273, usercpu_time_millis: 2.055, usercpu_time_millis_testing: 0.404, usercpu_time_millis_training: 1.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.1456, usercpu_time_millis: 1.898, usercpu_time_millis_testing: 0.283, usercpu_time_millis_training: 1.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1277.4057, usercpu_time_millis: 2.091, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 1.672,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1224.1578, usercpu_time_millis: 2.061, usercpu_time_millis_testing: 0.429, usercpu_time_millis_training: 1.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.7752, kb_relative_information_score: 1596.9682, mean_absolute_error: 0.2143, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.8216, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3003, root_relative_squared_error: 0.8317, scimark_benchmark: 1279.68, usercpu_time_millis: 2.397, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 2.101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1280.1984, usercpu_time_millis: 2.031, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 1.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9997, kappa: 0.9988, kb_relative_information_score: 6092.1089, mean_absolute_error: 0.0312, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9997, predictive_accuracy: 0.9997, prior_entropy: 0.6204, recall: 0.9997, relative_absolute_error: 0.1195, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.0512, root_relative_squared_error: 0.1419, scimark_benchmark: 1225.9767, usercpu_time_millis: 5.692, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 5.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1228.1152, usercpu_time_millis: 2.282, usercpu_time_millis_testing: 0.525, usercpu_time_millis_training: 1.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7893, f_measure: 0.878, kappa: 0.4746, kb_relative_information_score: -5524.5873, mean_absolute_error: 0.3363, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.9102, predictive_accuracy: 0.8995, prior_entropy: 0.6204, recall: 0.8995, relative_absolute_error: 1.2893, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3982, root_relative_squared_error: 1.1027, scimark_benchmark: 1284.4467, usercpu_time_millis: 678.284, usercpu_time_millis_testing: 0.457, usercpu_time_millis_training: 677.827,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.7752, kb_relative_information_score: 1.2109, mean_absolute_error: 0.2608, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3611, root_relative_squared_error: 1, scimark_benchmark: 1261.5473, usercpu_time_millis: 2.059, usercpu_time_millis_testing: 0.397, usercpu_time_millis_training: 1.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9386, f_measure: 0.7752, kb_relative_information_score: 1084.0836, mean_absolute_error: 0.2333, mean_prior_absolute_error: 0.2608, number_of_instances: 6598, precision: 0.7155, predictive_accuracy: 0.8459, prior_entropy: 0.6204, recall: 0.8459, relative_absolute_error: 0.8946, root_mean_prior_squared_error: 0.3611, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9037, scimark_benchmark: 1209.4281, usercpu_time_millis: 2.322, usercpu_time_millis_testing: 0.502, usercpu_time_millis_training: 1.82,

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