OpenML
Supervised Classification on ozone-level-8hr

Supervised Classification on ozone-level-8hr

Task 145855 Supervised Classification ozone-level-8hr 90654 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

90654 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: 0.9065, f_measure: 0.9271, kappa: 0.2632, kb_relative_information_score: -740.4964, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9326, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.78, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2076, root_relative_squared_error: 0.8536, scimark_benchmark: 1724.4205, usercpu_time_millis: 52.374, usercpu_time_millis_testing: 0.639, usercpu_time_millis_training: 51.735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.9164, kappa: 0.1263, kb_relative_information_score: -869.7868, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9291, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8142, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.8721, scimark_benchmark: 1733.299, usercpu_time_millis: 38.86, usercpu_time_millis_testing: 0.522, usercpu_time_millis_training: 38.338,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9268, kappa: 0.2533, kb_relative_information_score: -689.2651, mean_absolute_error: 0.0931, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7846, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.8531, scimark_benchmark: 1731.9625, usercpu_time_millis: 21.492, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 21,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.9151, kappa: 0.1084, kb_relative_information_score: -861.711, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9338, predictive_accuracy: 0.94, prior_entropy: 0.3411, recall: 0.94, relative_absolute_error: 0.8121, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8773, scimark_benchmark: 1730.591, usercpu_time_millis: 18.926, usercpu_time_millis_testing: 0.231, usercpu_time_millis_training: 18.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.914, f_measure: 0.9278, kappa: 0.2716, kb_relative_information_score: -568.6295, mean_absolute_error: 0.0907, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9334, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7647, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.205, root_relative_squared_error: 0.843, scimark_benchmark: 1726.7133, usercpu_time_millis: 15.684, usercpu_time_millis_testing: 0.796, usercpu_time_millis_training: 14.888,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8932, f_measure: 0.9136, kappa: 0.0885, kb_relative_information_score: -888.1, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9366, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.814, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8823, scimark_benchmark: 1730.591, usercpu_time_millis: 12.243, usercpu_time_millis_testing: 0.133, usercpu_time_millis_training: 12.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.878, f_measure: 0.9302, kappa: 0.3183, kb_relative_information_score: -810.0418, mean_absolute_error: 0.0914, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9293, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7709, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.8836, scimark_benchmark: 1716.429, usercpu_time_millis: 11.978, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 11.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8858, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1016.1255, mean_absolute_error: 0.1019, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8595, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2174, root_relative_squared_error: 0.8939, scimark_benchmark: 1721.7603, usercpu_time_millis: 13.261, usercpu_time_millis_testing: 0.716, usercpu_time_millis_training: 12.545,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.9224, kappa: 0.2009, kb_relative_information_score: -784.8213, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8031, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.862, scimark_benchmark: 1719.5317, usercpu_time_millis: 10.983, usercpu_time_millis_testing: 0.253, usercpu_time_millis_training: 10.73,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9151, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -640.698, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7889, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.8497, scimark_benchmark: 1719.131, usercpu_time_millis: 9.389, usercpu_time_millis_testing: 0.597, usercpu_time_millis_training: 8.792,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 4.1184, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1719.5014, usercpu_time_millis: 1.87, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 1.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7473, f_measure: 0.9192, kappa: 0.1777, kb_relative_information_score: -1219.9108, mean_absolute_error: 0.094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9193, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.7927, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.9697, scimark_benchmark: 1719.131, usercpu_time_millis: 0.607, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 3.4024, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1728.4298, usercpu_time_millis: 3.137, usercpu_time_millis_testing: 0.482, usercpu_time_millis_training: 2.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8355, f_measure: 0.9063, kb_relative_information_score: -1148.2881, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9147, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9409, scimark_benchmark: 1725.7822, usercpu_time_millis: 3.934, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 3.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8959, f_measure: 0.9325, kappa: 0.3265, kb_relative_information_score: -782.1777, mean_absolute_error: 0.0918, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.9463, prior_entropy: 0.3411, recall: 0.9463, relative_absolute_error: 0.7742, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8589, scimark_benchmark: 1726.9824, usercpu_time_millis: 8.147, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 8.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.927, kappa: 0.2734, kb_relative_information_score: -712.8174, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9274, predictive_accuracy: 0.9416, prior_entropy: 0.3411, recall: 0.9416, relative_absolute_error: 0.777, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.8609, scimark_benchmark: 1722.2536, usercpu_time_millis: 5.142, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 5.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 4.8005, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9965, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1733.7613, usercpu_time_millis: 2.214, usercpu_time_millis_testing: 0.362, usercpu_time_millis_training: 1.852,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -22.7272, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1715.5791, usercpu_time_millis: 0.839, usercpu_time_millis_testing: 0.13, usercpu_time_millis_training: 0.709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: 2.4779, mean_absolute_error: 0.1184, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9979, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1728.767, usercpu_time_millis: 3.381, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 2.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: -2.1711, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9969, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1721.3568, usercpu_time_millis: 1.809, usercpu_time_millis_testing: 0.299, usercpu_time_millis_training: 1.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.9248, kappa: 0.2639, kb_relative_information_score: -1332.9695, mean_absolute_error: 0.0948, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9215, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.7992, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9445, scimark_benchmark: 1731.9625, usercpu_time_millis: 0.37, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.317,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.9311, kappa: 0.324, kb_relative_information_score: -726.9189, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.865, scimark_benchmark: 1072.0447, usercpu_time_millis: 257.297, usercpu_time_millis_testing: 2.711, usercpu_time_millis_training: 254.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9047, f_measure: 0.9284, kappa: 0.2826, kb_relative_information_score: -734.7797, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7772, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2081, root_relative_squared_error: 0.8556, scimark_benchmark: 1725.7822, usercpu_time_millis: 134.973, usercpu_time_millis_testing: 1.295, usercpu_time_millis_training: 133.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.837, f_measure: 0.9063, kb_relative_information_score: -1538.5346, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9157, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9457, scimark_benchmark: 1726.9824, usercpu_time_millis: 97.679, usercpu_time_millis_testing: 0.825, usercpu_time_millis_training: 96.854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -722.9841, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7808, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8582, scimark_benchmark: 1721.8007, usercpu_time_millis: 91.85, usercpu_time_millis_testing: 1.371, usercpu_time_millis_training: 90.479,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.9232, kappa: 0.2102, kb_relative_information_score: -827.7209, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.934, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8035, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2098, root_relative_squared_error: 0.8625, scimark_benchmark: 1747.8616, usercpu_time_millis: 98.028, usercpu_time_millis_testing: 0.956, usercpu_time_millis_training: 97.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.9229, kappa: 0.2085, kb_relative_information_score: -784.9991, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.8028, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2092, root_relative_squared_error: 0.8602, scimark_benchmark: 1731.5003, usercpu_time_millis: 72.308, usercpu_time_millis_testing: 1.157, usercpu_time_millis_training: 71.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.9245, kappa: 0.2228, kb_relative_information_score: -845.1723, mean_absolute_error: 0.0962, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9387, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.8111, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.867, scimark_benchmark: 1726.0392, usercpu_time_millis: 54.137, usercpu_time_millis_testing: 0.861, usercpu_time_millis_training: 53.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8169, f_measure: 0.9063, kb_relative_information_score: -1707.8583, mean_absolute_error: 0.11, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9278, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.9588, scimark_benchmark: 1715.5958, usercpu_time_millis: 33.095, usercpu_time_millis_testing: 0.959, usercpu_time_millis_training: 32.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.92, f_measure: 0.9237, kappa: 0.2176, kb_relative_information_score: -584.9178, mean_absolute_error: 0.0919, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7749, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2055, root_relative_squared_error: 0.8451, scimark_benchmark: 1722.5417, usercpu_time_millis: 27.356, usercpu_time_millis_testing: 1.943, usercpu_time_millis_training: 25.413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, f_measure: 0.9214, kappa: 0.1854, kb_relative_information_score: -638.7145, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9356, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7931, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8517, scimark_benchmark: 1701.3269, usercpu_time_millis: 24.1, usercpu_time_millis_testing: 1.637, usercpu_time_millis_training: 22.463,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8824, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1059.8656, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2179, root_relative_squared_error: 0.8959, scimark_benchmark: 1731.0996, usercpu_time_millis: 20.338, usercpu_time_millis_testing: 0.468, usercpu_time_millis_training: 19.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.9071, kappa: 0.0108, kb_relative_information_score: -952.2135, mean_absolute_error: 0.1004, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9096, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8463, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2176, root_relative_squared_error: 0.8946, scimark_benchmark: 1713.545, usercpu_time_millis: 14.872, usercpu_time_millis_testing: 1.106, usercpu_time_millis_training: 13.766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9143, f_measure: 0.925, kappa: 0.2302, kb_relative_information_score: -641.0323, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9375, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7864, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2067, root_relative_squared_error: 0.8498, scimark_benchmark: 1721.9877, usercpu_time_millis: 26.327, usercpu_time_millis_testing: 1.467, usercpu_time_millis_training: 24.86,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8911, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -950.5533, mean_absolute_error: 0.0995, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.839, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2137, root_relative_squared_error: 0.8788, scimark_benchmark: 1732.0265, usercpu_time_millis: 29.124, usercpu_time_millis_testing: 0.937, usercpu_time_millis_training: 28.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9051, f_measure: 0.9262, kappa: 0.2497, kb_relative_information_score: -761.2739, mean_absolute_error: 0.0941, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9335, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.793, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2085, root_relative_squared_error: 0.8573, scimark_benchmark: 1731.9625, usercpu_time_millis: 30.717, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 30.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9089, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -738.8503, mean_absolute_error: 0.0978, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2118, root_relative_squared_error: 0.871, scimark_benchmark: 1735.1328, usercpu_time_millis: 9.114, usercpu_time_millis_testing: 0.838, usercpu_time_millis_training: 8.276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.9063, kb_relative_information_score: -628.8842, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9689, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2373, root_relative_squared_error: 0.9758, scimark_benchmark: 1728.0111, usercpu_time_millis: 2.065, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 1.784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -1103.9712, mean_absolute_error: 0.1033, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.871, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2187, root_relative_squared_error: 0.8992, scimark_benchmark: 1690.2279, usercpu_time_millis: 25.925, usercpu_time_millis_testing: 1.593, usercpu_time_millis_training: 24.332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, f_measure: 0.9222, kappa: 0.1949, kb_relative_information_score: -611.4177, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9364, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8525, scimark_benchmark: 1724.4096, usercpu_time_millis: 19.158, usercpu_time_millis_testing: 1.409, usercpu_time_millis_training: 17.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8904, f_measure: 0.9133, kappa: 0.0873, kb_relative_information_score: -905.9269, mean_absolute_error: 0.0967, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.931, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8155, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2156, root_relative_squared_error: 0.8864, scimark_benchmark: 1731.9625, usercpu_time_millis: 26.179, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 25.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -1056.5533, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.865, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2173, root_relative_squared_error: 0.8933, scimark_benchmark: 1726.0392, usercpu_time_millis: 13.154, usercpu_time_millis_testing: 0.716, usercpu_time_millis_training: 12.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: -5.6403, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1723.9038, usercpu_time_millis: 1.825, usercpu_time_millis_testing: 0.205, usercpu_time_millis_training: 1.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9164, f_measure: 0.9227, kappa: 0.2026, kb_relative_information_score: -629.3759, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9351, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2072, root_relative_squared_error: 0.8518, scimark_benchmark: 1731.9809, usercpu_time_millis: 13.824, usercpu_time_millis_testing: 0.897, usercpu_time_millis_training: 12.927,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9063, kb_relative_information_score: 4.4738, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9967, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1717.4516, usercpu_time_millis: 2.158, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 1.828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9055, f_measure: 0.9308, kappa: 0.3221, kb_relative_information_score: -674.6275, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9306, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7595, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2084, root_relative_squared_error: 0.8568, scimark_benchmark: 1703.4005, usercpu_time_millis: 152.229, usercpu_time_millis_testing: 3.942, usercpu_time_millis_training: 148.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.9259, kappa: 0.2479, kb_relative_information_score: -804.2084, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7892, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2089, root_relative_squared_error: 0.8588, scimark_benchmark: 1723.1262, usercpu_time_millis: 110.065, usercpu_time_millis_testing: 1.068, usercpu_time_millis_training: 108.997,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9086, f_measure: 0.9308, kappa: 0.3184, kb_relative_information_score: -628.19, mean_absolute_error: 0.0896, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9313, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7556, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.8515, scimark_benchmark: 1809.3265, usercpu_time_millis: 62.706, usercpu_time_millis_testing: 1.328, usercpu_time_millis_training: 61.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9072, f_measure: 0.9264, kappa: 0.2547, kb_relative_information_score: -727.3527, mean_absolute_error: 0.0925, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9318, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7799, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.207, root_relative_squared_error: 0.8509, scimark_benchmark: 2151.9028, usercpu_time_millis: 56.984, usercpu_time_millis_testing: 0.865, usercpu_time_millis_training: 56.119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8863, f_measure: 0.914, kappa: 0.0967, kb_relative_information_score: -1008.3585, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9281, predictive_accuracy: 0.9392, prior_entropy: 0.3411, recall: 0.9392, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2146, root_relative_squared_error: 0.8825, scimark_benchmark: 1733.2318, usercpu_time_millis: 44.941, usercpu_time_millis_testing: 0.93, usercpu_time_millis_training: 44.011,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.915, kappa: 0.1135, kb_relative_information_score: -873.3231, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9223, predictive_accuracy: 0.9388, prior_entropy: 0.3411, recall: 0.9388, relative_absolute_error: 0.8068, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.8849, scimark_benchmark: 1728.0111, usercpu_time_millis: 41.107, usercpu_time_millis_testing: 0.311, usercpu_time_millis_training: 40.796,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.9154, kappa: 0.1097, kb_relative_information_score: -879.4825, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9386, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8215, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2128, root_relative_squared_error: 0.8749, scimark_benchmark: 1810.8032, usercpu_time_millis: 34.488, usercpu_time_millis_testing: 0.732, usercpu_time_millis_training: 33.756,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9081, f_measure: 0.9255, kappa: 0.2374, kb_relative_information_score: -705.8257, mean_absolute_error: 0.0938, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9365, predictive_accuracy: 0.944, prior_entropy: 0.3411, recall: 0.944, relative_absolute_error: 0.7912, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2078, root_relative_squared_error: 0.8545, scimark_benchmark: 1735.1328, usercpu_time_millis: 27.395, usercpu_time_millis_testing: 0.786, usercpu_time_millis_training: 26.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8308, f_measure: 0.9063, kb_relative_information_score: -1421.3222, mean_absolute_error: 0.1089, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9178, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.23, root_relative_squared_error: 0.9456, scimark_benchmark: 1725.3223, usercpu_time_millis: 15.767, usercpu_time_millis_testing: 0.548, usercpu_time_millis_training: 15.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8853, f_measure: 0.9115, kappa: 0.0781, kb_relative_information_score: -908.3149, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9083, predictive_accuracy: 0.9361, prior_entropy: 0.3411, recall: 0.9361, relative_absolute_error: 0.808, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2169, root_relative_squared_error: 0.8917, scimark_benchmark: 1808.1729, usercpu_time_millis: 17.12, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 16.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8482, f_measure: 0.9063, kb_relative_information_score: -1301.5608, mean_absolute_error: 0.1073, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9045, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.9315, scimark_benchmark: 1719.131, usercpu_time_millis: 18.768, usercpu_time_millis_testing: 0.595, usercpu_time_millis_training: 18.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.9063, kb_relative_information_score: -1306.9221, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9145, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2289, root_relative_squared_error: 0.9411, scimark_benchmark: 1713.0756, usercpu_time_millis: 4.846, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 4.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.821, f_measure: 0.9063, kb_relative_information_score: -1561.2926, mean_absolute_error: 0.1098, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9255, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2322, root_relative_squared_error: 0.9547, scimark_benchmark: 1725.1528, usercpu_time_millis: 2.927, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 2.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8855, f_measure: 0.9161, kappa: 0.125, kb_relative_information_score: -992.3999, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9263, predictive_accuracy: 0.9396, prior_entropy: 0.3411, recall: 0.9396, relative_absolute_error: 0.8397, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.8812, scimark_benchmark: 1734.7321, usercpu_time_millis: 4.961, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 4.857,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.907, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: -741.9924, mean_absolute_error: 0.0973, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8207, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.8665, scimark_benchmark: 1712.539, usercpu_time_millis: 7.912, usercpu_time_millis_testing: 0.659, usercpu_time_millis_training: 7.253,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.9234, kappa: 0.2159, kb_relative_information_score: -709.2548, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9315, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.21, root_relative_squared_error: 0.8632, scimark_benchmark: 1719.5862, usercpu_time_millis: 65.95, usercpu_time_millis_testing: 1.259, usercpu_time_millis_training: 64.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9077, f_measure: 0.9259, kappa: 0.2479, kb_relative_information_score: -752.789, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9322, predictive_accuracy: 0.9432, prior_entropy: 0.3411, recall: 0.9432, relative_absolute_error: 0.7884, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2075, root_relative_squared_error: 0.853, scimark_benchmark: 1726.1054, usercpu_time_millis: 73.103, usercpu_time_millis_testing: 1.122, usercpu_time_millis_training: 71.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -1025.931, mean_absolute_error: 0.1002, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8449, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2158, root_relative_squared_error: 0.8872, scimark_benchmark: 1713.8369, usercpu_time_millis: 54.603, usercpu_time_millis_testing: 0.836, usercpu_time_millis_training: 53.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8744, f_measure: 0.9063, kb_relative_information_score: -1184.7609, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8842, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2242, root_relative_squared_error: 0.922, scimark_benchmark: 1733.3606, usercpu_time_millis: 21.347, usercpu_time_millis_testing: 0.848, usercpu_time_millis_training: 20.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.904, f_measure: 0.9237, kappa: 0.2176, kb_relative_information_score: -766.9666, mean_absolute_error: 0.0951, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9331, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8014, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.8586, scimark_benchmark: 1723.9607, usercpu_time_millis: 18.359, usercpu_time_millis_testing: 0.447, usercpu_time_millis_training: 17.912,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, f_measure: 0.9263, kappa: 0.2463, kb_relative_information_score: -787.5861, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9372, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.8022, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2083, root_relative_squared_error: 0.8565, scimark_benchmark: 1723.4, usercpu_time_millis: 14.035, usercpu_time_millis_testing: 0.349, usercpu_time_millis_training: 13.686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.826, f_measure: 0.9063, kb_relative_information_score: -1084.2142, mean_absolute_error: 0.109, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9188, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2299, root_relative_squared_error: 0.9454, scimark_benchmark: 1703.0033, usercpu_time_millis: 8.14, usercpu_time_millis_testing: 0.396, usercpu_time_millis_training: 7.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.9267, kappa: 0.2565, kb_relative_information_score: -720.0803, mean_absolute_error: 0.0921, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.933, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7768, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2086, root_relative_squared_error: 0.8577, scimark_benchmark: 1718.2275, usercpu_time_millis: 36.411, usercpu_time_millis_testing: 0.511, usercpu_time_millis_training: 35.9,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8798, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1147.2799, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8692, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2204, root_relative_squared_error: 0.9061, scimark_benchmark: 1728.0111, usercpu_time_millis: 33.934, usercpu_time_millis_testing: 0.629, usercpu_time_millis_training: 33.305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9096, f_measure: 0.93, kappa: 0.2965, kb_relative_information_score: -639.9637, mean_absolute_error: 0.091, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9357, predictive_accuracy: 0.9451, prior_entropy: 0.3411, recall: 0.9451, relative_absolute_error: 0.7676, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.8477, scimark_benchmark: 1699.5289, usercpu_time_millis: 17.683, usercpu_time_millis_testing: 0.428, usercpu_time_millis_training: 17.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9116, f_measure: 0.9238, kappa: 0.2136, kb_relative_information_score: -710.2648, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.938, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.7979, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.8527, scimark_benchmark: 1911.5546, usercpu_time_millis: 21.562, usercpu_time_millis_testing: 0.896, usercpu_time_millis_training: 20.666,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.9063, kb_relative_information_score: -1323.7267, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9209, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2311, root_relative_squared_error: 0.9501, scimark_benchmark: 1775.4867, usercpu_time_millis: 18.533, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 18.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.9166, kappa: 0.1277, kb_relative_information_score: -915.8791, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9323, predictive_accuracy: 0.9404, prior_entropy: 0.3411, recall: 0.9404, relative_absolute_error: 0.8208, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.8771, scimark_benchmark: 1853.9849, usercpu_time_millis: 34.679, usercpu_time_millis_testing: 0.409, usercpu_time_millis_training: 34.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.9063, kb_relative_information_score: -880.9137, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.8695, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.9036, scimark_benchmark: 1727.5559, usercpu_time_millis: 11.546, usercpu_time_millis_testing: 1.615, usercpu_time_millis_training: 9.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.9242, kappa: 0.225, kb_relative_information_score: -801.5182, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9324, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.8007, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.8637, scimark_benchmark: 1726.6494, usercpu_time_millis: 21.28, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 20.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9079, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -712.2918, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8259, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2129, root_relative_squared_error: 0.8753, scimark_benchmark: 1774.165, usercpu_time_millis: 4.821, usercpu_time_millis_testing: 0.437, usercpu_time_millis_training: 4.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9129, f_measure: 0.9253, kappa: 0.232, kb_relative_information_score: -667.3603, mean_absolute_error: 0.0936, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9394, predictive_accuracy: 0.9444, prior_entropy: 0.3411, recall: 0.9444, relative_absolute_error: 0.7895, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2073, root_relative_squared_error: 0.8523, scimark_benchmark: 1768.0327, usercpu_time_millis: 11.969, usercpu_time_millis_testing: 0.487, usercpu_time_millis_training: 11.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8315, f_measure: 0.9063, kb_relative_information_score: -1282.1905, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9174, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2288, root_relative_squared_error: 0.9407, scimark_benchmark: 1723.6152, usercpu_time_millis: 5.397, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 5.162,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 1.2443, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9977, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1725.3999, usercpu_time_millis: 4.963, usercpu_time_millis_testing: 0.744, usercpu_time_millis_training: 4.219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.9257, kappa: 0.2427, kb_relative_information_score: -922.2756, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9341, predictive_accuracy: 0.9436, prior_entropy: 0.3411, recall: 0.9436, relative_absolute_error: 0.8023, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.8693, scimark_benchmark: 1853.9121, usercpu_time_millis: 6.824, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 6.74,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5003, f_measure: 0.9063, kb_relative_information_score: 3.8482, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9972, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1698.7897, usercpu_time_millis: 3.313, usercpu_time_millis_testing: 0.569, usercpu_time_millis_training: 2.744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8327, f_measure: 0.9063, kb_relative_information_score: -1368.5928, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9226, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2306, root_relative_squared_error: 0.948, scimark_benchmark: 1731.5821, usercpu_time_millis: 10.304, usercpu_time_millis_testing: 0.698, usercpu_time_millis_training: 9.606,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8836, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -1078.4106, mean_absolute_error: 0.1016, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8569, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2177, root_relative_squared_error: 0.8952, scimark_benchmark: 1699.9955, usercpu_time_millis: 60.658, usercpu_time_millis_testing: 1.406, usercpu_time_millis_training: 59.252,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -882.3335, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8144, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2149, root_relative_squared_error: 0.8834, scimark_benchmark: 1728.8162, usercpu_time_millis: 57.897, usercpu_time_millis_testing: 0.779, usercpu_time_millis_training: 57.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8302, f_measure: 0.9063, kb_relative_information_score: -1446.7597, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9177, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2297, root_relative_squared_error: 0.9444, scimark_benchmark: 1737.9267, usercpu_time_millis: 41.835, usercpu_time_millis_testing: 0.724, usercpu_time_millis_training: 41.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.908, kappa: 0.0223, kb_relative_information_score: -984.6247, mean_absolute_error: 0.0994, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9205, predictive_accuracy: 0.9373, prior_entropy: 0.3411, recall: 0.9373, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2163, root_relative_squared_error: 0.8892, scimark_benchmark: 1723.5031, usercpu_time_millis: 49.046, usercpu_time_millis_testing: 0.718, usercpu_time_millis_training: 48.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -893.8976, mean_absolute_error: 0.0979, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8255, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.8774, scimark_benchmark: 1728.4155, usercpu_time_millis: 35.064, usercpu_time_millis_testing: 0.836, usercpu_time_millis_training: 34.228,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.886, f_measure: 0.9061, kappa: -0.0008, kb_relative_information_score: -1050.9924, mean_absolute_error: 0.101, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9365, prior_entropy: 0.3411, recall: 0.9365, relative_absolute_error: 0.8515, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2186, root_relative_squared_error: 0.8989, scimark_benchmark: 1736.9559, usercpu_time_millis: 26.011, usercpu_time_millis_testing: 0.627, usercpu_time_millis_training: 25.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.929, kappa: 0.2972, kb_relative_information_score: -762.2702, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7734, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.8682, scimark_benchmark: 1738.3274, usercpu_time_millis: 31.891, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 31.673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8296, f_measure: 0.9063, kb_relative_information_score: -1623.0168, mean_absolute_error: 0.1092, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9204, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2314, root_relative_squared_error: 0.9516, scimark_benchmark: 1718.2809, usercpu_time_millis: 27.462, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 26.892,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.909, kappa: 0.0336, kb_relative_information_score: -808.6489, mean_absolute_error: 0.0985, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9261, predictive_accuracy: 0.9376, prior_entropy: 0.3411, recall: 0.9376, relative_absolute_error: 0.8306, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2133, root_relative_squared_error: 0.877, scimark_benchmark: 1727.5559, usercpu_time_millis: 7.016, usercpu_time_millis_testing: 0.505, usercpu_time_millis_training: 6.511,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8791, f_measure: 0.9251, kappa: 0.2656, kb_relative_information_score: -874.1941, mean_absolute_error: 0.0935, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9221, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.7881, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.9018, scimark_benchmark: 1733.7613, usercpu_time_millis: 18.037, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 17.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4999, f_measure: 0.9063, kb_relative_information_score: 1.8852, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1733.8252, usercpu_time_millis: 2.812, usercpu_time_millis_testing: 0.393, usercpu_time_millis_training: 2.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, f_measure: 0.9254, kappa: 0.2443, kb_relative_information_score: -651.2899, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9298, predictive_accuracy: 0.9424, prior_entropy: 0.3411, recall: 0.9424, relative_absolute_error: 0.7715, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2087, root_relative_squared_error: 0.8581, scimark_benchmark: 1734.2699, usercpu_time_millis: 10.459, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 10.145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.9063, kb_relative_information_score: 4.5896, mean_absolute_error: 0.1182, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.9966, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2432, root_relative_squared_error: 1, scimark_benchmark: 1732.8983, usercpu_time_millis: 3.353, usercpu_time_millis_testing: 0.555, usercpu_time_millis_training: 2.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9131, f_measure: 0.9099, kappa: 0.0448, kb_relative_information_score: -672.2504, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9296, predictive_accuracy: 0.938, prior_entropy: 0.3411, recall: 0.938, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2117, root_relative_squared_error: 0.8705, scimark_benchmark: 1734.2699, usercpu_time_millis: 10.614, usercpu_time_millis_testing: 1.051, usercpu_time_millis_training: 9.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8651, f_measure: 0.9108, kappa: 0.0559, kb_relative_information_score: -1190.4221, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.932, predictive_accuracy: 0.9384, prior_entropy: 0.3411, recall: 0.9384, relative_absolute_error: 0.8778, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.9057, scimark_benchmark: 1722.5016, usercpu_time_millis: 11.184, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 10.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.9063, kb_relative_information_score: -1173.4074, mean_absolute_error: 0.1104, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.8777, predictive_accuracy: 0.9369, prior_entropy: 0.3411, recall: 0.9369, relative_absolute_error: 0.931, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.232, root_relative_squared_error: 0.9537, scimark_benchmark: 1724.0704, usercpu_time_millis: 5.01, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 4.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8435, f_measure: 0.9081, kappa: 0.0299, kb_relative_information_score: -1272.1402, mean_absolute_error: 0.1021, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.9023, predictive_accuracy: 0.9361, prior_entropy: 0.3411, recall: 0.9361, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.9233, scimark_benchmark: 1733.7613, usercpu_time_millis: 0.689, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.9305, kappa: 0.3202, kb_relative_information_score: -743.1539, mean_absolute_error: 0.0908, mean_prior_absolute_error: 0.1186, number_of_instances: 2534, precision: 0.93, predictive_accuracy: 0.9428, prior_entropy: 0.3411, recall: 0.9428, relative_absolute_error: 0.7655, root_mean_prior_squared_error: 0.2432, root_mean_squared_error: 0.2102, root_relative_squared_error: 0.8643, scimark_benchmark: 1073.5118, usercpu_time_millis: 255.251, usercpu_time_millis_testing: 2.09, usercpu_time_millis_training: 253.161,

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