OpenML
Supervised Classification on nomao

Supervised Classification on nomao

Task 145854 Supervised Classification nomao 32334 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

32334 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9654, kappa: 0.9149, kb_relative_information_score: 29391.5959, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9653, predictive_accuracy: 0.9654, prior_entropy: 0.863, recall: 0.9654, relative_absolute_error: 0.1563, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1649, root_relative_squared_error: 0.365, scimark_benchmark: 1844.2676, usercpu_time_millis: 2063.75, usercpu_time_millis_testing: 6.728, usercpu_time_millis_training: 2057.022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9456, f_measure: 0.8685, kappa: 0.6793, kb_relative_information_score: 17141.6001, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8693, predictive_accuracy: 0.8679, prior_entropy: 0.863, recall: 0.8679, relative_absolute_error: 0.5181, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.6784, scimark_benchmark: 1842.8664, usercpu_time_millis: 733.833, usercpu_time_millis_testing: 8.906, usercpu_time_millis_training: 724.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9679, kappa: 0.9213, kb_relative_information_score: 29773.674, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9679, predictive_accuracy: 0.968, prior_entropy: 0.863, recall: 0.968, relative_absolute_error: 0.1445, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1578, root_relative_squared_error: 0.3494, scimark_benchmark: 1819.2706, usercpu_time_millis: 246.979, usercpu_time_millis_testing: 1.543, usercpu_time_millis_training: 245.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9511, kappa: 0.8801, kb_relative_information_score: 27986.6749, mean_absolute_error: 0.0793, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9511, predictive_accuracy: 0.9511, prior_entropy: 0.863, recall: 0.9511, relative_absolute_error: 0.1944, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.191, root_relative_squared_error: 0.4228, scimark_benchmark: 1854.6195, usercpu_time_millis: 192.387, usercpu_time_millis_testing: 0.717, usercpu_time_millis_training: 191.67,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9244, kappa: 0.8107, kb_relative_information_score: 24729.5787, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9274, predictive_accuracy: 0.9265, prior_entropy: 0.863, recall: 0.9265, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.5053, scimark_benchmark: 1503.0543, usercpu_time_millis: 140.728, usercpu_time_millis_testing: 2.011, usercpu_time_millis_training: 138.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9209, f_measure: 0.8576, kappa: 0.656, kb_relative_information_score: 16935.9999, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8606, predictive_accuracy: 0.8558, prior_entropy: 0.863, recall: 0.8558, relative_absolute_error: 0.5172, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3154, root_relative_squared_error: 0.6983, scimark_benchmark: 1751.0318, usercpu_time_millis: 138.534, usercpu_time_millis_testing: 1.217, usercpu_time_millis_training: 137.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 0.2218, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1795.1967, usercpu_time_millis: 16.177, usercpu_time_millis_testing: 0.906, usercpu_time_millis_training: 15.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -1.4938, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1719.9254, usercpu_time_millis: 11.889, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 11.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9198, kappa: 0.7989, kb_relative_information_score: 24676.2689, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9232, predictive_accuracy: 0.9222, prior_entropy: 0.863, recall: 0.9222, relative_absolute_error: 0.2897, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2336, root_relative_squared_error: 0.5171, scimark_benchmark: 1851.8785, usercpu_time_millis: 510.423, usercpu_time_millis_testing: 1.458, usercpu_time_millis_training: 508.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9191, kappa: 0.7967, kb_relative_information_score: 23021.4419, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9233, predictive_accuracy: 0.9217, prior_entropy: 0.863, recall: 0.9217, relative_absolute_error: 0.3602, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.5267, scimark_benchmark: 1848.388, usercpu_time_millis: 261.641, usercpu_time_millis_testing: 7.516, usercpu_time_millis_training: 254.125,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9614, kappa: 0.905, kb_relative_information_score: 28416.0337, mean_absolute_error: 0.0769, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9613, predictive_accuracy: 0.9615, prior_entropy: 0.863, recall: 0.9615, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1745, root_relative_squared_error: 0.3864, scimark_benchmark: 1843.7454, usercpu_time_millis: 147.314, usercpu_time_millis_testing: 5.123, usercpu_time_millis_training: 142.191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9799, f_measure: 0.9339, kappa: 0.836, kb_relative_information_score: 25278.6429, mean_absolute_error: 0.1109, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9344, predictive_accuracy: 0.9348, prior_entropy: 0.863, recall: 0.9348, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2248, root_relative_squared_error: 0.4977, scimark_benchmark: 2141.454, usercpu_time_millis: 2651.657, usercpu_time_millis_testing: 6.353, usercpu_time_millis_training: 2645.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, f_measure: 0.9645, kappa: 0.9129, kb_relative_information_score: 29188.7051, mean_absolute_error: 0.0665, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9645, predictive_accuracy: 0.9646, prior_entropy: 0.863, recall: 0.9646, relative_absolute_error: 0.163, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.3692, scimark_benchmark: 1848.7762, usercpu_time_millis: 944.613, usercpu_time_millis_testing: 5.705, usercpu_time_millis_training: 938.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.956, kappa: 0.8921, kb_relative_information_score: 27952.3391, mean_absolute_error: 0.0813, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.863, recall: 0.9561, relative_absolute_error: 0.1992, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.4109, scimark_benchmark: 1841.2265, usercpu_time_millis: 627.394, usercpu_time_millis_testing: 6.556, usercpu_time_millis_training: 620.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9459, kappa: 0.8671, kb_relative_information_score: 26866.7402, mean_absolute_error: 0.0937, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9459, predictive_accuracy: 0.9461, prior_entropy: 0.863, recall: 0.9461, relative_absolute_error: 0.2295, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4498, scimark_benchmark: 1841.6725, usercpu_time_millis: 5357.929, usercpu_time_millis_testing: 18.664, usercpu_time_millis_training: 5339.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9465, kappa: 0.8688, kb_relative_information_score: 27520.1598, mean_absolute_error: 0.0848, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9465, predictive_accuracy: 0.9466, prior_entropy: 0.863, recall: 0.9466, relative_absolute_error: 0.2079, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.4414, scimark_benchmark: 1839.7911, usercpu_time_millis: 4108.022, usercpu_time_millis_testing: 9.063, usercpu_time_millis_training: 4098.959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9509, kappa: 0.8795, kb_relative_information_score: 27515.0286, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9508, predictive_accuracy: 0.9509, prior_entropy: 0.863, recall: 0.9509, relative_absolute_error: 0.2107, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.4309, scimark_benchmark: 1846.1858, usercpu_time_millis: 2757.294, usercpu_time_millis_testing: 10.896, usercpu_time_millis_training: 2746.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9566, kappa: 0.8936, kb_relative_information_score: 28114.8998, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9566, predictive_accuracy: 0.9566, prior_entropy: 0.863, recall: 0.9566, relative_absolute_error: 0.1931, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1839, root_relative_squared_error: 0.407, scimark_benchmark: 1839.7911, usercpu_time_millis: 1827.805, usercpu_time_millis_testing: 12.014, usercpu_time_millis_training: 1815.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9929, f_measure: 0.9667, kappa: 0.9182, kb_relative_information_score: 29841.0948, mean_absolute_error: 0.0574, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9666, predictive_accuracy: 0.9667, prior_entropy: 0.863, recall: 0.9667, relative_absolute_error: 0.1407, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1612, root_relative_squared_error: 0.3569, scimark_benchmark: 1851.9167, usercpu_time_millis: 2354.415, usercpu_time_millis_testing: 3.854, usercpu_time_millis_training: 2350.561,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, f_measure: 0.9174, kappa: 0.7925, kb_relative_information_score: 23353.7825, mean_absolute_error: 0.1419, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9221, predictive_accuracy: 0.9202, prior_entropy: 0.863, recall: 0.9202, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2367, root_relative_squared_error: 0.5241, scimark_benchmark: 1843.2259, usercpu_time_millis: 870.283, usercpu_time_millis_testing: 11.204, usercpu_time_millis_training: 859.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9926, f_measure: 0.9627, kappa: 0.9084, kb_relative_information_score: 28778.7437, mean_absolute_error: 0.0717, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9626, predictive_accuracy: 0.9627, prior_entropy: 0.863, recall: 0.9627, relative_absolute_error: 0.1757, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1712, root_relative_squared_error: 0.3789, scimark_benchmark: 1818.4563, usercpu_time_millis: 543.466, usercpu_time_millis_testing: 9.191, usercpu_time_millis_training: 534.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, f_measure: 0.9672, kappa: 0.9195, kb_relative_information_score: 29563.7346, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9672, predictive_accuracy: 0.9672, prior_entropy: 0.863, recall: 0.9672, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3522, scimark_benchmark: 1743.1193, usercpu_time_millis: 386.759, usercpu_time_millis_testing: 4.019, usercpu_time_millis_training: 382.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9338, kappa: 0.8353, kb_relative_information_score: 22205.4997, mean_absolute_error: 0.16, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9347, predictive_accuracy: 0.9349, prior_entropy: 0.863, recall: 0.9349, relative_absolute_error: 0.3921, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2377, root_relative_squared_error: 0.5261, scimark_benchmark: 1732.3544, usercpu_time_millis: 128.649, usercpu_time_millis_testing: 10.692, usercpu_time_millis_training: 117.957,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9546, kappa: 0.8887, kb_relative_information_score: 27781.825, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9546, predictive_accuracy: 0.9546, prior_entropy: 0.863, recall: 0.9546, relative_absolute_error: 0.2035, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.4165, scimark_benchmark: 1843.903, usercpu_time_millis: 140.69, usercpu_time_millis_testing: 1.278, usercpu_time_millis_training: 139.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9568, kappa: 0.8933, kb_relative_information_score: 26483.9821, mean_absolute_error: 0.1052, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9569, predictive_accuracy: 0.9571, prior_entropy: 0.863, recall: 0.9571, relative_absolute_error: 0.2577, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.4213, scimark_benchmark: 1737.6666, usercpu_time_millis: 43.221, usercpu_time_millis_testing: 1.771, usercpu_time_millis_training: 41.45,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9567, f_measure: 0.7321, kappa: 0.314, kb_relative_information_score: 8854.9273, mean_absolute_error: 0.3227, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.83, predictive_accuracy: 0.7832, prior_entropy: 0.863, recall: 0.7832, relative_absolute_error: 0.7907, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3661, root_relative_squared_error: 0.8104, scimark_benchmark: 1805.0752, usercpu_time_millis: 27.767, usercpu_time_millis_testing: 2.549, usercpu_time_millis_training: 25.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9271, f_measure: 0.6067, kappa: 0.0243, kb_relative_information_score: 4675.1671, mean_absolute_error: 0.3656, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.7968, predictive_accuracy: 0.7193, prior_entropy: 0.863, recall: 0.7193, relative_absolute_error: 0.896, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4076, root_relative_squared_error: 0.9023, scimark_benchmark: 1817.4587, usercpu_time_millis: 57.901, usercpu_time_millis_testing: 7.202, usercpu_time_millis_training: 50.699,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -2.0835, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1740.9178, usercpu_time_millis: 34.407, usercpu_time_millis_testing: 5.555, usercpu_time_millis_training: 28.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: 7.6568, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1819.0953, usercpu_time_millis: 23.447, usercpu_time_millis_testing: 0.875, usercpu_time_millis_training: 22.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -8.2756, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1744.2463, usercpu_time_millis: 13.524, usercpu_time_millis_testing: 1.486, usercpu_time_millis_training: 12.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8581, f_measure: 0.8579, kappa: 0.6545, kb_relative_information_score: 15551.0855, mean_absolute_error: 0.2342, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8593, predictive_accuracy: 0.8569, prior_entropy: 0.863, recall: 0.8569, relative_absolute_error: 0.5738, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.336, root_relative_squared_error: 0.7439, scimark_benchmark: 1847.743, usercpu_time_millis: 572.413, usercpu_time_millis_testing: 6.623, usercpu_time_millis_training: 565.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9095, kappa: 0.7725, kb_relative_information_score: 15654.8568, mean_absolute_error: 0.2405, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9136, predictive_accuracy: 0.9125, prior_entropy: 0.863, recall: 0.9125, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.6631, scimark_benchmark: 1827.7104, usercpu_time_millis: 25.372, usercpu_time_millis_testing: 1.489, usercpu_time_millis_training: 23.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9497, f_measure: 0.8788, kappa: 0.696, kb_relative_information_score: 13721.4046, mean_absolute_error: 0.2631, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8806, predictive_accuracy: 0.8823, prior_entropy: 0.863, recall: 0.8823, relative_absolute_error: 0.6446, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.7132, scimark_benchmark: 1806.1628, usercpu_time_millis: 73.455, usercpu_time_millis_testing: 4.41, usercpu_time_millis_training: 69.045,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.9354, kappa: 0.8396, kb_relative_information_score: 24897.4776, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.936, predictive_accuracy: 0.9363, prior_entropy: 0.863, recall: 0.9363, relative_absolute_error: 0.2965, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4877, scimark_benchmark: 1844.3569, usercpu_time_millis: 48.167, usercpu_time_millis_testing: 0.914, usercpu_time_millis_training: 47.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5001, f_measure: 0.5954, kb_relative_information_score: -1.1102, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1841.2811, usercpu_time_millis: 15.07, usercpu_time_millis_testing: 1.991, usercpu_time_millis_training: 13.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9545, kappa: 0.8885, kb_relative_information_score: 27856.5693, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9545, predictive_accuracy: 0.9545, prior_entropy: 0.863, recall: 0.9545, relative_absolute_error: 0.2009, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1882, root_relative_squared_error: 0.4167, scimark_benchmark: 1933.538, usercpu_time_millis: 2295.426, usercpu_time_millis_testing: 10.274, usercpu_time_millis_training: 2285.152,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9547, kappa: 0.889, kb_relative_information_score: 28190.8135, mean_absolute_error: 0.0771, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9547, predictive_accuracy: 0.9547, prior_entropy: 0.863, recall: 0.9547, relative_absolute_error: 0.189, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.4127, scimark_benchmark: 1748.8193, usercpu_time_millis: 1312.546, usercpu_time_millis_testing: 3.517, usercpu_time_millis_training: 1309.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9759, f_measure: 0.9167, kappa: 0.7906, kb_relative_information_score: 23754.6898, mean_absolute_error: 0.1335, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.921, predictive_accuracy: 0.9194, prior_entropy: 0.863, recall: 0.9194, relative_absolute_error: 0.3271, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.5256, scimark_benchmark: 1828.0989, usercpu_time_millis: 562.474, usercpu_time_millis_testing: 3.687, usercpu_time_millis_training: 558.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9551, kappa: 0.8898, kb_relative_information_score: 28263.7758, mean_absolute_error: 0.0765, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.955, predictive_accuracy: 0.9551, prior_entropy: 0.863, recall: 0.9551, relative_absolute_error: 0.1875, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.185, root_relative_squared_error: 0.4095, scimark_benchmark: 1806.872, usercpu_time_millis: 5465.31, usercpu_time_millis_testing: 15.456, usercpu_time_millis_training: 5449.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9428, kappa: 0.858, kb_relative_information_score: 23002.1905, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9434, predictive_accuracy: 0.9435, prior_entropy: 0.863, recall: 0.9435, relative_absolute_error: 0.3696, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2282, root_relative_squared_error: 0.5051, scimark_benchmark: 1808.7642, usercpu_time_millis: 57.89, usercpu_time_millis_testing: 5.256, usercpu_time_millis_training: 52.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9677, kappa: 0.9208, kb_relative_information_score: 29578.38, mean_absolute_error: 0.0621, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9677, predictive_accuracy: 0.9678, prior_entropy: 0.863, recall: 0.9678, relative_absolute_error: 0.1521, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.158, root_relative_squared_error: 0.3497, scimark_benchmark: 1810.5237, usercpu_time_millis: 399.763, usercpu_time_millis_testing: 8.201, usercpu_time_millis_training: 391.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9593, kappa: 0.8997, kb_relative_information_score: 27671.0864, mean_absolute_error: 0.0873, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9592, predictive_accuracy: 0.9594, prior_entropy: 0.863, recall: 0.9594, relative_absolute_error: 0.2139, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1815, root_relative_squared_error: 0.4017, scimark_benchmark: 1929.9869, usercpu_time_millis: 293.688, usercpu_time_millis_testing: 8.483, usercpu_time_millis_training: 285.205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9578, f_measure: 0.8726, kappa: 0.6884, kb_relative_information_score: 16782.0862, mean_absolute_error: 0.2198, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8729, predictive_accuracy: 0.8724, prior_entropy: 0.863, recall: 0.8724, relative_absolute_error: 0.5386, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2995, root_relative_squared_error: 0.663, scimark_benchmark: 1730.9153, usercpu_time_millis: 75.803, usercpu_time_millis_testing: 4.381, usercpu_time_millis_training: 71.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.9623, kappa: 0.9075, kb_relative_information_score: 28848.2165, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9623, predictive_accuracy: 0.9624, prior_entropy: 0.863, recall: 0.9624, relative_absolute_error: 0.1729, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1726, root_relative_squared_error: 0.3822, scimark_benchmark: 1823.2972, usercpu_time_millis: 495.12, usercpu_time_millis_testing: 4.134, usercpu_time_millis_training: 490.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, f_measure: 0.9391, kappa: 0.8495, kb_relative_information_score: 26208.6745, mean_absolute_error: 0.1006, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9392, predictive_accuracy: 0.9397, prior_entropy: 0.863, recall: 0.9397, relative_absolute_error: 0.2465, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.4712, scimark_benchmark: 1842.7105, usercpu_time_millis: 4686.533, usercpu_time_millis_testing: 17.338, usercpu_time_millis_training: 4669.195,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.9239, kappa: 0.8096, kb_relative_information_score: 24674.7881, mean_absolute_error: 0.1213, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9269, predictive_accuracy: 0.926, prior_entropy: 0.863, recall: 0.926, relative_absolute_error: 0.2973, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2284, root_relative_squared_error: 0.5055, scimark_benchmark: 1850.8185, usercpu_time_millis: 879.872, usercpu_time_millis_testing: 9.412, usercpu_time_millis_training: 870.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9367, kappa: 0.8432, kb_relative_information_score: 25638.3826, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.937, predictive_accuracy: 0.9374, prior_entropy: 0.863, recall: 0.9374, relative_absolute_error: 0.2685, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.4789, scimark_benchmark: 1838.0772, usercpu_time_millis: 573.355, usercpu_time_millis_testing: 12.923, usercpu_time_millis_training: 560.432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9793, f_measure: 0.9168, kappa: 0.791, kb_relative_information_score: 23324.8103, mean_absolute_error: 0.1423, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9214, predictive_accuracy: 0.9196, prior_entropy: 0.863, recall: 0.9196, relative_absolute_error: 0.3486, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2374, root_relative_squared_error: 0.5257, scimark_benchmark: 1814.6219, usercpu_time_millis: 389.627, usercpu_time_millis_testing: 6.133, usercpu_time_millis_training: 383.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9768, f_measure: 0.9239, kappa: 0.8096, kb_relative_information_score: 24879.4943, mean_absolute_error: 0.1148, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9263, predictive_accuracy: 0.9258, prior_entropy: 0.863, recall: 0.9258, relative_absolute_error: 0.2813, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2323, root_relative_squared_error: 0.5142, scimark_benchmark: 1733.7531, usercpu_time_millis: 5618.842, usercpu_time_millis_testing: 15.929, usercpu_time_millis_training: 5602.913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9556, kappa: 0.891, kb_relative_information_score: 27966.9547, mean_absolute_error: 0.0807, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9555, predictive_accuracy: 0.9556, prior_entropy: 0.863, recall: 0.9556, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.4147, scimark_benchmark: 1839.6024, usercpu_time_millis: 2968.521, usercpu_time_millis_testing: 13.335, usercpu_time_millis_training: 2955.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, f_measure: 0.916, kappa: 0.7887, kb_relative_information_score: 24549.3284, mean_absolute_error: 0.1196, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9209, predictive_accuracy: 0.9189, prior_entropy: 0.863, recall: 0.9189, relative_absolute_error: 0.2931, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.236, root_relative_squared_error: 0.5225, scimark_benchmark: 1847.7442, usercpu_time_millis: 2660.887, usercpu_time_millis_testing: 7.897, usercpu_time_millis_training: 2652.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.948, kappa: 0.8722, kb_relative_information_score: 26899.008, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9479, predictive_accuracy: 0.9481, prior_entropy: 0.863, recall: 0.9481, relative_absolute_error: 0.2303, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4456, scimark_benchmark: 1730.1276, usercpu_time_millis: 1906.434, usercpu_time_millis_testing: 12.688, usercpu_time_millis_training: 1893.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9557, kappa: 0.8915, kb_relative_information_score: 27974.3751, mean_absolute_error: 0.0809, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9557, predictive_accuracy: 0.9558, prior_entropy: 0.863, recall: 0.9558, relative_absolute_error: 0.1982, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.4098, scimark_benchmark: 1782.4884, usercpu_time_millis: 1568.705, usercpu_time_millis_testing: 9.559, usercpu_time_millis_training: 1559.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9379, kappa: 0.8464, kb_relative_information_score: 26133.5327, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9381, predictive_accuracy: 0.9385, prior_entropy: 0.863, recall: 0.9385, relative_absolute_error: 0.2499, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2125, root_relative_squared_error: 0.4704, scimark_benchmark: 1727.044, usercpu_time_millis: 1323.169, usercpu_time_millis_testing: 6.914, usercpu_time_millis_training: 1316.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9443, kappa: 0.8629, kb_relative_information_score: 26609.86, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9442, predictive_accuracy: 0.9446, prior_entropy: 0.863, recall: 0.9446, relative_absolute_error: 0.2362, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2069, root_relative_squared_error: 0.4581, scimark_benchmark: 1851.3986, usercpu_time_millis: 1111.876, usercpu_time_millis_testing: 5.766, usercpu_time_millis_training: 1106.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9512, kappa: 0.8803, kb_relative_information_score: 27431.9576, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9512, predictive_accuracy: 0.9513, prior_entropy: 0.863, recall: 0.9513, relative_absolute_error: 0.2141, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1948, root_relative_squared_error: 0.4312, scimark_benchmark: 1845.3208, usercpu_time_millis: 1055.194, usercpu_time_millis_testing: 7.24, usercpu_time_millis_training: 1047.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9596, kappa: 0.9007, kb_relative_information_score: 28022.2478, mean_absolute_error: 0.0818, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9595, predictive_accuracy: 0.9597, prior_entropy: 0.863, recall: 0.9597, relative_absolute_error: 0.2004, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1797, root_relative_squared_error: 0.3977, scimark_benchmark: 1719.131, usercpu_time_millis: 747.613, usercpu_time_millis_testing: 13.177, usercpu_time_millis_training: 734.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9727, f_measure: 0.9142, kappa: 0.7869, kb_relative_information_score: 23336.4059, mean_absolute_error: 0.1384, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9146, predictive_accuracy: 0.9155, prior_entropy: 0.863, recall: 0.9155, relative_absolute_error: 0.3391, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.5341, scimark_benchmark: 1837.7476, usercpu_time_millis: 182.251, usercpu_time_millis_testing: 3.029, usercpu_time_millis_training: 179.222,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9611, kappa: 0.9046, kb_relative_information_score: 28783.3792, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9611, predictive_accuracy: 0.9612, prior_entropy: 0.863, recall: 0.9612, relative_absolute_error: 0.1739, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1746, root_relative_squared_error: 0.3864, scimark_benchmark: 1854.4951, usercpu_time_millis: 118.958, usercpu_time_millis_testing: 0.918, usercpu_time_millis_training: 118.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -3.3387, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1838.2986, usercpu_time_millis: 36.859, usercpu_time_millis_testing: 4.596, usercpu_time_millis_training: 32.263,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9346, kappa: 0.8378, kb_relative_information_score: 25590.8547, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9351, predictive_accuracy: 0.9355, prior_entropy: 0.863, recall: 0.9355, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4877, scimark_benchmark: 1850.8706, usercpu_time_millis: 3532.185, usercpu_time_millis_testing: 15.046, usercpu_time_millis_training: 3517.139,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9251, f_measure: 0.8649, kappa: 0.6729, kb_relative_information_score: 17364.6837, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8673, predictive_accuracy: 0.8635, prior_entropy: 0.863, recall: 0.8635, relative_absolute_error: 0.5042, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3103, root_relative_squared_error: 0.6869, scimark_benchmark: 1842.598, usercpu_time_millis: 1322.995, usercpu_time_millis_testing: 9.581, usercpu_time_millis_training: 1313.414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9811, f_measure: 0.9336, kappa: 0.8353, kb_relative_information_score: 25577.9402, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.934, predictive_accuracy: 0.9345, prior_entropy: 0.863, recall: 0.9345, relative_absolute_error: 0.2646, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2213, root_relative_squared_error: 0.4899, scimark_benchmark: 1830.8274, usercpu_time_millis: 860.045, usercpu_time_millis_testing: 3.991, usercpu_time_millis_training: 856.054,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9232, f_measure: 0.8632, kappa: 0.6694, kb_relative_information_score: 17388.3162, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8661, predictive_accuracy: 0.8615, prior_entropy: 0.863, recall: 0.8615, relative_absolute_error: 0.501, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.6906, scimark_benchmark: 1832.6873, usercpu_time_millis: 2170.051, usercpu_time_millis_testing: 9.119, usercpu_time_millis_training: 2160.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, f_measure: 0.9167, kappa: 0.7909, kb_relative_information_score: 24655.6044, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9208, predictive_accuracy: 0.9194, prior_entropy: 0.863, recall: 0.9194, relative_absolute_error: 0.2861, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2369, root_relative_squared_error: 0.5245, scimark_benchmark: 1852.9988, usercpu_time_millis: 1707.726, usercpu_time_millis_testing: 4.124, usercpu_time_millis_training: 1703.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9465, f_measure: 0.8685, kappa: 0.6795, kb_relative_information_score: 17490.4513, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8694, predictive_accuracy: 0.8678, prior_entropy: 0.863, recall: 0.8678, relative_absolute_error: 0.5048, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.6756, scimark_benchmark: 1845.0185, usercpu_time_millis: 1236.782, usercpu_time_millis_testing: 9.485, usercpu_time_millis_training: 1227.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9589, kappa: 0.8991, kb_relative_information_score: 29528.5015, mean_absolute_error: 0.059, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9589, predictive_accuracy: 0.959, prior_entropy: 0.863, recall: 0.959, relative_absolute_error: 0.1446, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.176, root_relative_squared_error: 0.3897, scimark_benchmark: 1849.3014, usercpu_time_millis: 988.739, usercpu_time_millis_testing: 1.956, usercpu_time_millis_training: 986.783,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9061, kappa: 0.7627, kb_relative_information_score: 16820.2785, mean_absolute_error: 0.232, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9145, predictive_accuracy: 0.9104, prior_entropy: 0.863, recall: 0.9104, relative_absolute_error: 0.5684, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2878, root_relative_squared_error: 0.6371, scimark_benchmark: 1841.1596, usercpu_time_millis: 129.522, usercpu_time_millis_testing: 8.489, usercpu_time_millis_training: 121.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9221, f_measure: 0.8644, kappa: 0.6716, kb_relative_information_score: 17061.0102, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8667, predictive_accuracy: 0.863, prior_entropy: 0.863, recall: 0.863, relative_absolute_error: 0.5127, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3129, root_relative_squared_error: 0.6927, scimark_benchmark: 1711.2649, usercpu_time_millis: 17.432, usercpu_time_millis_testing: 0.383, usercpu_time_millis_training: 17.049,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -5.8231, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1853.9121, usercpu_time_millis: 13.591, usercpu_time_millis_testing: 0.588, usercpu_time_millis_training: 13.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9558, kappa: 0.8916, kb_relative_information_score: 28111.4228, mean_absolute_error: 0.0788, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9558, predictive_accuracy: 0.9558, prior_entropy: 0.863, recall: 0.9558, relative_absolute_error: 0.1931, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.4103, scimark_benchmark: 1819.3035, usercpu_time_millis: 3260.057, usercpu_time_millis_testing: 12.083, usercpu_time_millis_training: 3247.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9402, kappa: 0.8521, kb_relative_information_score: 26174.8857, mean_absolute_error: 0.1011, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9403, predictive_accuracy: 0.9407, prior_entropy: 0.863, recall: 0.9407, relative_absolute_error: 0.2478, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.4722, scimark_benchmark: 1727.8799, usercpu_time_millis: 2041.323, usercpu_time_millis_testing: 11.774, usercpu_time_millis_training: 2029.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9506, f_measure: 0.8695, kappa: 0.6834, kb_relative_information_score: 18082.5349, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8713, predictive_accuracy: 0.8684, prior_entropy: 0.863, recall: 0.8684, relative_absolute_error: 0.484, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2979, root_relative_squared_error: 0.6596, scimark_benchmark: 1838.168, usercpu_time_millis: 1341.121, usercpu_time_millis_testing: 5.991, usercpu_time_millis_training: 1335.13,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.8683, kappa: 0.679, kb_relative_information_score: 17491.5627, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8692, predictive_accuracy: 0.8675, prior_entropy: 0.863, recall: 0.8675, relative_absolute_error: 0.5044, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3064, root_relative_squared_error: 0.6784, scimark_benchmark: 1842.1882, usercpu_time_millis: 703.495, usercpu_time_millis_testing: 11.849, usercpu_time_millis_training: 691.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9612, kappa: 0.9048, kb_relative_information_score: 28971.6472, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9612, predictive_accuracy: 0.9613, prior_entropy: 0.863, recall: 0.9613, relative_absolute_error: 0.1671, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3851, scimark_benchmark: 1833.6835, usercpu_time_millis: 427.544, usercpu_time_millis_testing: 1.545, usercpu_time_millis_training: 425.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.936, kappa: 0.8414, kb_relative_information_score: 25303.5632, mean_absolute_error: 0.1144, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9363, predictive_accuracy: 0.9367, prior_entropy: 0.863, recall: 0.9367, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.4853, scimark_benchmark: 1856.1949, usercpu_time_millis: 321.502, usercpu_time_millis_testing: 4.288, usercpu_time_millis_training: 317.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9456, kappa: 0.8653, kb_relative_information_score: 24509.797, mean_absolute_error: 0.1304, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.946, predictive_accuracy: 0.9463, prior_entropy: 0.863, recall: 0.9463, relative_absolute_error: 0.3196, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.214, root_relative_squared_error: 0.4737, scimark_benchmark: 1815.3743, usercpu_time_millis: 165.511, usercpu_time_millis_testing: 8.409, usercpu_time_millis_training: 157.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9385, f_measure: 0.8657, kappa: 0.6719, kb_relative_information_score: 16898.7702, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8662, predictive_accuracy: 0.8653, prior_entropy: 0.863, recall: 0.8653, relative_absolute_error: 0.5256, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.6887, scimark_benchmark: 1845.7061, usercpu_time_millis: 157.098, usercpu_time_millis_testing: 2.335, usercpu_time_millis_training: 154.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: -0.6466, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 2133.2823, usercpu_time_millis: 39.325, usercpu_time_millis_testing: 4.664, usercpu_time_millis_training: 34.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5954, kb_relative_information_score: -3.4513, mean_absolute_error: 0.4079, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1846.6923, usercpu_time_millis: 12.032, usercpu_time_millis_testing: 0.395, usercpu_time_millis_training: 11.637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9437, f_measure: 0.8652, kappa: 0.6697, kb_relative_information_score: 15990.9234, mean_absolute_error: 0.228, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8652, predictive_accuracy: 0.8652, prior_entropy: 0.863, recall: 0.8652, relative_absolute_error: 0.5587, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3106, root_relative_squared_error: 0.6877, scimark_benchmark: 1841.1522, usercpu_time_millis: 12.084, usercpu_time_millis_testing: 0.444, usercpu_time_millis_training: 11.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9465, kappa: 0.8685, kb_relative_information_score: 26856.1768, mean_absolute_error: 0.0942, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9464, predictive_accuracy: 0.9467, prior_entropy: 0.863, recall: 0.9467, relative_absolute_error: 0.2307, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4465, scimark_benchmark: 1943.1773, usercpu_time_millis: 3105.342, usercpu_time_millis_testing: 14.362, usercpu_time_millis_training: 3090.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9483, kappa: 0.8732, kb_relative_information_score: 27048.636, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9483, predictive_accuracy: 0.9484, prior_entropy: 0.863, recall: 0.9484, relative_absolute_error: 0.2247, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2002, root_relative_squared_error: 0.4431, scimark_benchmark: 1772.4981, usercpu_time_millis: 3037.837, usercpu_time_millis_testing: 19.523, usercpu_time_millis_training: 3018.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.992, f_measure: 0.9622, kappa: 0.9073, kb_relative_information_score: 28770.7107, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9622, predictive_accuracy: 0.9623, prior_entropy: 0.863, recall: 0.9623, relative_absolute_error: 0.176, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.3818, scimark_benchmark: 1841.6688, usercpu_time_millis: 754.776, usercpu_time_millis_testing: 8.266, usercpu_time_millis_training: 746.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.978, f_measure: 0.9218, kappa: 0.8039, kb_relative_information_score: 24720.6655, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9252, predictive_accuracy: 0.924, prior_entropy: 0.863, recall: 0.924, relative_absolute_error: 0.2904, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2315, root_relative_squared_error: 0.5126, scimark_benchmark: 1847.8604, usercpu_time_millis: 599.259, usercpu_time_millis_testing: 2.543, usercpu_time_millis_training: 596.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.939, kappa: 0.8488, kb_relative_information_score: 25450.66, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9392, predictive_accuracy: 0.9396, prior_entropy: 0.863, recall: 0.9396, relative_absolute_error: 0.2777, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.4757, scimark_benchmark: 1728.2025, usercpu_time_millis: 335.818, usercpu_time_millis_testing: 5.809, usercpu_time_millis_training: 330.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9557, kappa: 0.8912, kb_relative_information_score: 27524.2963, mean_absolute_error: 0.0875, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9557, predictive_accuracy: 0.9559, prior_entropy: 0.863, recall: 0.9559, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.188, root_relative_squared_error: 0.4161, scimark_benchmark: 1842.1882, usercpu_time_millis: 47.875, usercpu_time_millis_testing: 1.304, usercpu_time_millis_training: 46.571,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9314, f_measure: 0.8586, kappa: 0.6521, kb_relative_information_score: 14927.7784, mean_absolute_error: 0.2444, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8581, predictive_accuracy: 0.8592, prior_entropy: 0.863, recall: 0.8592, relative_absolute_error: 0.5988, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.725, scimark_benchmark: 1843.2259, usercpu_time_millis: 27.545, usercpu_time_millis_testing: 1.074, usercpu_time_millis_training: 26.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9531, kappa: 0.885, kb_relative_information_score: 27698.6765, mean_absolute_error: 0.0839, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9531, predictive_accuracy: 0.9531, prior_entropy: 0.863, recall: 0.9531, relative_absolute_error: 0.2056, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.4232, scimark_benchmark: 1850.3885, usercpu_time_millis: 4414.847, usercpu_time_millis_testing: 18.354, usercpu_time_millis_training: 4396.493,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9225, f_measure: 0.8627, kappa: 0.6684, kb_relative_information_score: 17367.7371, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8658, predictive_accuracy: 0.861, prior_entropy: 0.863, recall: 0.861, relative_absolute_error: 0.5009, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3127, root_relative_squared_error: 0.6922, scimark_benchmark: 1733.81, usercpu_time_millis: 2411.242, usercpu_time_millis_testing: 8.182, usercpu_time_millis_training: 2403.06,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9632, kappa: 0.9096, kb_relative_information_score: 29290.8544, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9631, predictive_accuracy: 0.9632, prior_entropy: 0.863, recall: 0.9632, relative_absolute_error: 0.1581, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.373, scimark_benchmark: 1845.7061, usercpu_time_millis: 1778.583, usercpu_time_millis_testing: 4.995, usercpu_time_millis_training: 1773.588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.951, kappa: 0.8798, kb_relative_information_score: 27660.7273, mean_absolute_error: 0.0841, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.951, predictive_accuracy: 0.951, prior_entropy: 0.863, recall: 0.951, relative_absolute_error: 0.2061, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1929, root_relative_squared_error: 0.4271, scimark_benchmark: 1853.5818, usercpu_time_millis: 952.66, usercpu_time_millis_testing: 3.114, usercpu_time_millis_training: 949.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9862, f_measure: 0.9449, kappa: 0.8643, kb_relative_information_score: 26690.1179, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9448, predictive_accuracy: 0.9451, prior_entropy: 0.863, recall: 0.9451, relative_absolute_error: 0.2354, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.4506, scimark_benchmark: 1799.2186, usercpu_time_millis: 735.225, usercpu_time_millis_testing: 7.056, usercpu_time_millis_training: 728.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9154, kappa: 0.7872, kb_relative_information_score: 24392.7406, mean_absolute_error: 0.1229, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9208, predictive_accuracy: 0.9185, prior_entropy: 0.863, recall: 0.9185, relative_absolute_error: 0.3011, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.5242, scimark_benchmark: 1828.9873, usercpu_time_millis: 365.093, usercpu_time_millis_testing: 2.97, usercpu_time_millis_training: 362.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9938, f_measure: 0.9667, kappa: 0.9183, kb_relative_information_score: 29385.0845, mean_absolute_error: 0.0644, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9667, predictive_accuracy: 0.9668, prior_entropy: 0.863, recall: 0.9668, relative_absolute_error: 0.1578, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3577, scimark_benchmark: 1734.2259, usercpu_time_millis: 163.198, usercpu_time_millis_testing: 2.713, usercpu_time_millis_training: 160.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9604, kappa: 0.9027, kb_relative_information_score: 28346.7877, mean_absolute_error: 0.0772, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.9603, predictive_accuracy: 0.9605, prior_entropy: 0.863, recall: 0.9605, relative_absolute_error: 0.1891, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.1767, root_relative_squared_error: 0.3912, scimark_benchmark: 1849.2344, usercpu_time_millis: 127.124, usercpu_time_millis_testing: 1.871, usercpu_time_millis_training: 125.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.97, f_measure: 0.8849, kappa: 0.7075, kb_relative_information_score: 12891.3677, mean_absolute_error: 0.2723, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8967, predictive_accuracy: 0.8913, prior_entropy: 0.863, recall: 0.8913, relative_absolute_error: 0.6672, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.7203, scimark_benchmark: 1826.683, usercpu_time_millis: 85.854, usercpu_time_millis_testing: 7.026, usercpu_time_millis_training: 78.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9446, f_measure: 0.8647, kappa: 0.6677, kb_relative_information_score: 15804.8762, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.8644, predictive_accuracy: 0.865, prior_entropy: 0.863, recall: 0.865, relative_absolute_error: 0.5708, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.3117, root_relative_squared_error: 0.6901, scimark_benchmark: 1820.8616, usercpu_time_millis: 46.193, usercpu_time_millis_testing: 1.456, usercpu_time_millis_training: 44.737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.5954, kb_relative_information_score: 1.3824, mean_absolute_error: 0.408, mean_prior_absolute_error: 0.4081, number_of_instances: 34465, precision: 0.5103, predictive_accuracy: 0.7144, prior_entropy: 0.863, recall: 0.7144, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4517, root_mean_squared_error: 0.4517, root_relative_squared_error: 1, scimark_benchmark: 1806.0829, usercpu_time_millis: 8.26, usercpu_time_millis_testing: 0.666, usercpu_time_millis_training: 7.594,

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