Task
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 145878 Supervised Classification wdbc 76354 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

76354 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: 0.987, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 445.6457, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.237, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.429, scimark_benchmark: 1073.9545, usercpu_time_millis: 2.178, usercpu_time_millis_testing: 0.202, usercpu_time_millis_training: 1.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9318, kappa: 0.8552, kb_relative_information_score: 440.5935, mean_absolute_error: 0.1143, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9332, predictive_accuracy: 0.9315, prior_entropy: 0.953, recall: 0.9315, relative_absolute_error: 0.2445, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2191, root_relative_squared_error: 0.4531, scimark_benchmark: 1749.1199, usercpu_time_millis: 3.96, usercpu_time_millis_testing: 0.183, usercpu_time_millis_training: 3.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9526, kappa: 0.8986, kb_relative_information_score: 461.2024, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9526, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1958, root_relative_squared_error: 0.4051, scimark_benchmark: 1808.0949, usercpu_time_millis: 4.534, usercpu_time_millis_testing: 0.32, usercpu_time_millis_training: 4.214,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9218, kappa: 0.8314, kb_relative_information_score: 398.0665, mean_absolute_error: 0.1575, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9235, predictive_accuracy: 0.9227, prior_entropy: 0.953, recall: 0.9227, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2344, root_relative_squared_error: 0.4849, scimark_benchmark: 1080.8454, usercpu_time_millis: 4.268, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 3.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9631, kappa: 0.921, kb_relative_information_score: 484.2714, mean_absolute_error: 0.0751, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.953, recall: 0.9631, relative_absolute_error: 0.1605, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1813, root_relative_squared_error: 0.3751, scimark_benchmark: 1928.0047, usercpu_time_millis: 5.922, usercpu_time_millis_testing: 0.171, usercpu_time_millis_training: 5.751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9664, kappa: 0.9278, kb_relative_information_score: 509.1575, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.967, predictive_accuracy: 0.9666, prior_entropy: 0.953, recall: 0.9666, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.345, scimark_benchmark: 1076.4614, usercpu_time_millis: 0.536, usercpu_time_millis_testing: 0.523, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 503.0686, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.336, scimark_benchmark: 1863.066, usercpu_time_millis: 0.288, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 0.007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9699, kappa: 0.9353, kb_relative_information_score: 505.9953, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9708, predictive_accuracy: 0.9701, prior_entropy: 0.953, recall: 0.9701, relative_absolute_error: 0.1183, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1627, root_relative_squared_error: 0.3366, scimark_benchmark: 1843.3265, usercpu_time_millis: 0.315, usercpu_time_millis_testing: 0.309, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.949, kappa: 0.8907, kb_relative_information_score: 509.0943, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9489, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.3526, scimark_benchmark: 1849.5386, usercpu_time_millis: 0.304, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, f_measure: 0.9699, kappa: 0.9353, kb_relative_information_score: 496.7969, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9708, predictive_accuracy: 0.9701, prior_entropy: 0.953, recall: 0.9701, relative_absolute_error: 0.1396, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1646, root_relative_squared_error: 0.3404, scimark_benchmark: 2117.3323, usercpu_time_millis: 0.24, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 0.007,
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: 0.9861, f_measure: 0.949, kappa: 0.8907, kb_relative_information_score: 508.3765, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9489, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.1048, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1773, root_relative_squared_error: 0.3668, scimark_benchmark: 1510.2724, usercpu_time_millis: 0.324, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 504.9785, mean_absolute_error: 0.0565, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1208, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3363, scimark_benchmark: 1735.6743, usercpu_time_millis: 0.365, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9663, kappa: 0.9275, kb_relative_information_score: 490.7389, mean_absolute_error: 0.0712, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9675, predictive_accuracy: 0.9666, prior_entropy: 0.953, recall: 0.9666, relative_absolute_error: 0.1523, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.3493, scimark_benchmark: 1505.2639, usercpu_time_millis: 0.336, usercpu_time_millis_testing: 0.327, usercpu_time_millis_training: 0.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 491.3169, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.3484, scimark_benchmark: 1129.2708, usercpu_time_millis: 0.476, usercpu_time_millis_testing: 0.464, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9645, kappa: 0.9236, kb_relative_information_score: 490.1968, mean_absolute_error: 0.0718, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9659, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.1535, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1693, root_relative_squared_error: 0.3502, scimark_benchmark: 1072.9386, usercpu_time_millis: 0.477, usercpu_time_millis_testing: 0.462, usercpu_time_millis_training: 0.015,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 500.3152, mean_absolute_error: 0.0617, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1319, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1631, root_relative_squared_error: 0.3373, scimark_benchmark: 1497.6226, usercpu_time_millis: 0.325, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 0.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9664, kappa: 0.9278, kb_relative_information_score: 509.1575, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.967, predictive_accuracy: 0.9666, prior_entropy: 0.953, recall: 0.9666, relative_absolute_error: 0.1072, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1668, root_relative_squared_error: 0.345, scimark_benchmark: 1097.8759, usercpu_time_millis: 0.338, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 0.005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 493.8437, mean_absolute_error: 0.0682, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1459, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1665, root_relative_squared_error: 0.3444, scimark_benchmark: 1853.8358, usercpu_time_millis: 0.302, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.9301, kappa: 0.8513, kb_relative_information_score: 442.3262, mean_absolute_error: 0.1126, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9313, predictive_accuracy: 0.9297, prior_entropy: 0.953, recall: 0.9297, relative_absolute_error: 0.2408, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2188, root_relative_squared_error: 0.4526, scimark_benchmark: 1792.9861, usercpu_time_millis: 1.776, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 1.602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9878, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 478.636, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1705, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1867, root_relative_squared_error: 0.3861, scimark_benchmark: 1876.2965, usercpu_time_millis: 6.806, usercpu_time_millis_testing: 0.193, usercpu_time_millis_training: 6.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.956, kappa: 0.9058, kb_relative_information_score: 474.9266, mean_absolute_error: 0.083, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1774, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1899, root_relative_squared_error: 0.3928, scimark_benchmark: 1872.4881, usercpu_time_millis: 10.933, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 10.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9631, kappa: 0.921, kb_relative_information_score: 483.5256, mean_absolute_error: 0.0766, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.953, recall: 0.9631, relative_absolute_error: 0.1637, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.3653, scimark_benchmark: 1821.5492, usercpu_time_millis: 10.162, usercpu_time_millis_testing: 0.445, usercpu_time_millis_training: 9.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4933, f_measure: 0.4838, kb_relative_information_score: 0.1817, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 788.7358, usercpu_time_millis: 1.679, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 1.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9561, kappa: 0.9061, kb_relative_information_score: 479.5693, mean_absolute_error: 0.0792, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9561, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1694, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.3812, scimark_benchmark: 1872.4881, usercpu_time_millis: 11.631, usercpu_time_millis_testing: 0.315, usercpu_time_millis_training: 11.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9561, kappa: 0.9063, kb_relative_information_score: 471.5189, mean_absolute_error: 0.0871, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9562, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1862, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1869, root_relative_squared_error: 0.3865, scimark_benchmark: 1819.216, usercpu_time_millis: 0.695, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4953, f_measure: 0.4838, kb_relative_information_score: -0.0863, mean_absolute_error: 0.4676, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1820.4391, usercpu_time_millis: 0.505, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 0.306,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9794, f_measure: 0.9274, kappa: 0.8439, kb_relative_information_score: 414.7126, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.928, predictive_accuracy: 0.9279, prior_entropy: 0.953, recall: 0.9279, relative_absolute_error: 0.2998, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2265, root_relative_squared_error: 0.4684, scimark_benchmark: 1870.5216, usercpu_time_millis: 1.842, usercpu_time_millis_testing: 0.108, usercpu_time_millis_training: 1.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.4838, kb_relative_information_score: 0.1715, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1822.6154, usercpu_time_millis: 1.067, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 0.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9596, kappa: 0.9136, kb_relative_information_score: 473.1186, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9596, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.1823, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.3843, scimark_benchmark: 1873.5991, usercpu_time_millis: 4.118, usercpu_time_millis_testing: 0.245, usercpu_time_millis_training: 3.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9614, kappa: 0.9175, kb_relative_information_score: 472.7594, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9614, predictive_accuracy: 0.9613, prior_entropy: 0.953, recall: 0.9613, relative_absolute_error: 0.1859, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.3774, scimark_benchmark: 788.7237, usercpu_time_millis: 1.097, usercpu_time_millis_testing: 0.104, usercpu_time_millis_training: 0.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4944, f_measure: 0.4838, kb_relative_information_score: -0.2671, mean_absolute_error: 0.4677, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1.0001, scimark_benchmark: 1878.2574, usercpu_time_millis: 0.517, usercpu_time_millis_testing: 0.106, usercpu_time_millis_training: 0.411,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 469.3044, mean_absolute_error: 0.0888, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1899, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.3884, scimark_benchmark: 1876.8275, usercpu_time_millis: 2.702, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 2.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9649, kappa: 0.9251, kb_relative_information_score: 465.3504, mean_absolute_error: 0.0954, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9651, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.2039, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1829, root_relative_squared_error: 0.3784, scimark_benchmark: 1876.2965, usercpu_time_millis: 3.244, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 2.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9473, kappa: 0.8874, kb_relative_information_score: 461.6886, mean_absolute_error: 0.0953, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9474, predictive_accuracy: 0.9473, prior_entropy: 0.953, recall: 0.9473, relative_absolute_error: 0.2039, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1951, root_relative_squared_error: 0.4036, scimark_benchmark: 1871.9601, usercpu_time_millis: 2.509, usercpu_time_millis_testing: 0.144, usercpu_time_millis_training: 2.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9369, kappa: 0.8654, kb_relative_information_score: 458.6846, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9373, predictive_accuracy: 0.9367, prior_entropy: 0.953, recall: 0.9367, relative_absolute_error: 0.2049, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2093, root_relative_squared_error: 0.4328, scimark_benchmark: 1819.9776, usercpu_time_millis: 7.016, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 6.83,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9422, kappa: 0.8768, kb_relative_information_score: 450.3356, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9427, predictive_accuracy: 0.942, prior_entropy: 0.953, recall: 0.942, relative_absolute_error: 0.2262, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2061, root_relative_squared_error: 0.4263, scimark_benchmark: 1875.3104, usercpu_time_millis: 6.426, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 6.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9474, kappa: 0.8877, kb_relative_information_score: 458.4155, mean_absolute_error: 0.0974, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9476, predictive_accuracy: 0.9473, prior_entropy: 0.953, recall: 0.9473, relative_absolute_error: 0.2083, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4195, scimark_benchmark: 1868.7112, usercpu_time_millis: 7.068, usercpu_time_millis_testing: 0.34, usercpu_time_millis_training: 6.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9353, kappa: 0.8624, kb_relative_information_score: 438.5977, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9363, predictive_accuracy: 0.935, prior_entropy: 0.953, recall: 0.935, relative_absolute_error: 0.2518, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4373, scimark_benchmark: 1820.4903, usercpu_time_millis: 2.355, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 2.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4838, kb_relative_information_score: -0.001, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1872.0299, usercpu_time_millis: 0.265, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 0.234,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9596, kappa: 0.9138, kb_relative_information_score: 482.4501, mean_absolute_error: 0.0773, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9597, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.1654, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3678, scimark_benchmark: 787.9046, usercpu_time_millis: 1.899, usercpu_time_millis_testing: 0.208, usercpu_time_millis_training: 1.691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9577, kappa: 0.9094, kb_relative_information_score: 474.7638, mean_absolute_error: 0.0831, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1777, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1895, root_relative_squared_error: 0.3919, scimark_benchmark: 1821.082, usercpu_time_millis: 4.172, usercpu_time_millis_testing: 0.25, usercpu_time_millis_training: 3.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9507, kappa: 0.8945, kb_relative_information_score: 462.9668, mean_absolute_error: 0.0929, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9507, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.1987, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2008, root_relative_squared_error: 0.4152, scimark_benchmark: 1819.5195, usercpu_time_millis: 5.343, usercpu_time_millis_testing: 0.279, usercpu_time_millis_training: 5.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.9507, kappa: 0.8945, kb_relative_information_score: 463.3207, mean_absolute_error: 0.0924, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9507, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.1976, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2028, root_relative_squared_error: 0.4194, scimark_benchmark: 790.2522, usercpu_time_millis: 5.685, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 5.592,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9833, f_measure: 0.937, kappa: 0.866, kb_relative_information_score: 448.248, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9379, predictive_accuracy: 0.9367, prior_entropy: 0.953, recall: 0.9367, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2161, root_relative_squared_error: 0.447, scimark_benchmark: 1872.4881, usercpu_time_millis: 5.871, usercpu_time_millis_testing: 0.204, usercpu_time_millis_training: 5.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 476.4068, mean_absolute_error: 0.0814, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.174, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1896, root_relative_squared_error: 0.3921, scimark_benchmark: 1818.0501, usercpu_time_millis: 16.672, usercpu_time_millis_testing: 0.331, usercpu_time_millis_training: 16.341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 482.7041, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1617, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.3865, scimark_benchmark: 1875.8384, usercpu_time_millis: 15.489, usercpu_time_millis_testing: 0.387, usercpu_time_millis_training: 15.102,
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: 0.495, f_measure: 0.4838, kb_relative_information_score: -0.4037, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 788.7358, usercpu_time_millis: 1.606, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 1.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 491.3169, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1511, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1685, root_relative_squared_error: 0.3484, scimark_benchmark: 1730.9854, usercpu_time_millis: 0.351, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 0.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 491.9371, mean_absolute_error: 0.0701, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1499, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.168, root_relative_squared_error: 0.3474, scimark_benchmark: 1077.9732, usercpu_time_millis: 0.454, usercpu_time_millis_testing: 0.441, usercpu_time_millis_training: 0.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9921, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 503.0686, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1255, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.336, scimark_benchmark: 2167.8594, usercpu_time_millis: 0.22, usercpu_time_millis_testing: 0.214, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 492.5692, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1486, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1675, root_relative_squared_error: 0.3464, scimark_benchmark: 1081.8914, usercpu_time_millis: 0.461, usercpu_time_millis_testing: 0.449, usercpu_time_millis_training: 0.012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 499.4192, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1339, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1634, root_relative_squared_error: 0.338, scimark_benchmark: 1049.1394, usercpu_time_millis: 0.466, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 0.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, f_measure: 0.9681, kappa: 0.9314, kb_relative_information_score: 502.1175, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9692, predictive_accuracy: 0.9684, prior_entropy: 0.953, recall: 0.9684, relative_absolute_error: 0.1277, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1626, root_relative_squared_error: 0.3363, scimark_benchmark: 2124.3513, usercpu_time_millis: 0.238, usercpu_time_millis_testing: 0.232, usercpu_time_millis_training: 0.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.949, kappa: 0.8907, kb_relative_information_score: 509.0943, mean_absolute_error: 0.0494, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9489, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.1056, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1705, root_relative_squared_error: 0.3526, scimark_benchmark: 1864.4376, usercpu_time_millis: 0.256, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 0.008,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, f_measure: 0.4838, kb_relative_information_score: -0.0432, mean_absolute_error: 0.4676, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1862.932, usercpu_time_millis: 1.153, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 0.937,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 466.2265, mean_absolute_error: 0.0911, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.1949, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.192, root_relative_squared_error: 0.3971, scimark_benchmark: 1857.2678, usercpu_time_millis: 3.326, usercpu_time_millis_testing: 0.263, usercpu_time_millis_training: 3.063,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9577, kappa: 0.9094, kb_relative_information_score: 415.4254, mean_absolute_error: 0.1448, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.3097, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2134, root_relative_squared_error: 0.4413, scimark_benchmark: 1872.0299, usercpu_time_millis: 0.307, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9543, kappa: 0.9023, kb_relative_information_score: 473.8438, mean_absolute_error: 0.0843, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1804, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1878, root_relative_squared_error: 0.3885, scimark_benchmark: 1871.9231, usercpu_time_millis: 9.215, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 8.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 423.3622, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.2935, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.4265, scimark_benchmark: 1923.3169, usercpu_time_millis: 2.236, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 1.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 483.069, mean_absolute_error: 0.0756, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1616, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1847, root_relative_squared_error: 0.3821, scimark_benchmark: 1872.0299, usercpu_time_millis: 7.684, usercpu_time_millis_testing: 0.222, usercpu_time_millis_training: 7.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9473, kappa: 0.8874, kb_relative_information_score: 457.7604, mean_absolute_error: 0.0981, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9474, predictive_accuracy: 0.9473, prior_entropy: 0.953, recall: 0.9473, relative_absolute_error: 0.2097, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2032, root_relative_squared_error: 0.4203, scimark_benchmark: 785.3242, usercpu_time_millis: 19.039, usercpu_time_millis_testing: 0.784, usercpu_time_millis_training: 18.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.4838, kb_relative_information_score: -0.1761, mean_absolute_error: 0.4676, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1.0001, scimark_benchmark: 1828.3376, usercpu_time_millis: 0.368, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9316, kappa: 0.8541, kb_relative_information_score: 448.4604, mean_absolute_error: 0.1064, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9319, predictive_accuracy: 0.9315, prior_entropy: 0.953, recall: 0.9315, relative_absolute_error: 0.2275, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2088, root_relative_squared_error: 0.4319, scimark_benchmark: 785.7428, usercpu_time_millis: 0.353, usercpu_time_millis_testing: 0.04, usercpu_time_millis_training: 0.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9509, kappa: 0.8951, kb_relative_information_score: 461.2655, mean_absolute_error: 0.0958, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9511, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.2048, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.4042, scimark_benchmark: 1822.4239, usercpu_time_millis: 3.39, usercpu_time_millis_testing: 0.384, usercpu_time_millis_training: 3.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 471.7104, mean_absolute_error: 0.0874, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.187, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1854, root_relative_squared_error: 0.3834, scimark_benchmark: 1854.2319, usercpu_time_millis: 2.745, usercpu_time_millis_testing: 0.241, usercpu_time_millis_training: 2.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9404, kappa: 0.8727, kb_relative_information_score: 459.0727, mean_absolute_error: 0.0952, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9406, predictive_accuracy: 0.9402, prior_entropy: 0.953, recall: 0.9402, relative_absolute_error: 0.2037, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4362, scimark_benchmark: 1870.8191, usercpu_time_millis: 8.309, usercpu_time_millis_testing: 0.172, usercpu_time_millis_training: 8.137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9543, kappa: 0.9023, kb_relative_information_score: 471.7838, mean_absolute_error: 0.0863, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9543, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.3891, scimark_benchmark: 1871.9601, usercpu_time_millis: 0.58, usercpu_time_millis_testing: 0.038, usercpu_time_millis_training: 0.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9405, kappa: 0.8734, kb_relative_information_score: 450.5529, mean_absolute_error: 0.1044, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9414, predictive_accuracy: 0.9402, prior_entropy: 0.953, recall: 0.9402, relative_absolute_error: 0.2232, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2105, root_relative_squared_error: 0.4354, scimark_benchmark: 1948.7632, usercpu_time_millis: 0.251, usercpu_time_millis_testing: 0.02, usercpu_time_millis_training: 0.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, f_measure: 0.9596, kappa: 0.9136, kb_relative_information_score: 465.0606, mean_absolute_error: 0.0956, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9596, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.2044, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1837, root_relative_squared_error: 0.38, scimark_benchmark: 1948.3035, usercpu_time_millis: 1.366, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 1.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9491, kappa: 0.8911, kb_relative_information_score: 460.6382, mean_absolute_error: 0.0955, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.2042, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4109, scimark_benchmark: 1860.7926, usercpu_time_millis: 6.725, usercpu_time_millis_testing: 0.333, usercpu_time_millis_training: 6.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9894, f_measure: 0.9613, kappa: 0.9173, kb_relative_information_score: 481.1796, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9613, predictive_accuracy: 0.9613, prior_entropy: 0.953, recall: 0.9613, relative_absolute_error: 0.1669, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1819, root_relative_squared_error: 0.3762, scimark_benchmark: 1872.5609, usercpu_time_millis: 10.416, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 10.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.495, f_measure: 0.4838, kb_relative_information_score: -0.371, mean_absolute_error: 0.4678, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1.0001, scimark_benchmark: 784.9206, usercpu_time_millis: 1.481, usercpu_time_millis_testing: 0.272, usercpu_time_millis_training: 1.209,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9614, kappa: 0.9175, kb_relative_information_score: 465.8629, mean_absolute_error: 0.0932, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9614, predictive_accuracy: 0.9613, prior_entropy: 0.953, recall: 0.9613, relative_absolute_error: 0.1993, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.3874, scimark_benchmark: 1872.0299, usercpu_time_millis: 1.924, usercpu_time_millis_testing: 0.242, usercpu_time_millis_training: 1.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 480.5994, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.1675, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1832, root_relative_squared_error: 0.3789, scimark_benchmark: 1824.4202, usercpu_time_millis: 11.179, usercpu_time_millis_testing: 0.398, usercpu_time_millis_training: 10.781,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, f_measure: 0.9336, kappa: 0.8588, kb_relative_information_score: 437.4991, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9348, predictive_accuracy: 0.9332, prior_entropy: 0.953, recall: 0.9332, relative_absolute_error: 0.2501, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2235, root_relative_squared_error: 0.4622, scimark_benchmark: 1877.3377, usercpu_time_millis: 7.561, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 7.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.956, kappa: 0.9058, kb_relative_information_score: 470.5719, mean_absolute_error: 0.0872, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1865, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1905, root_relative_squared_error: 0.3941, scimark_benchmark: 1863.4084, usercpu_time_millis: 10.074, usercpu_time_millis_testing: 0.405, usercpu_time_millis_training: 9.669,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.9455, kappa: 0.8836, kb_relative_information_score: 479.952, mean_absolute_error: 0.0757, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9456, predictive_accuracy: 0.9455, prior_entropy: 0.953, recall: 0.9455, relative_absolute_error: 0.1618, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4134, scimark_benchmark: 1871.9601, usercpu_time_millis: 10.2, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 9.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 479.8465, mean_absolute_error: 0.0784, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.1677, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.3856, scimark_benchmark: 1873.4078, usercpu_time_millis: 22.323, usercpu_time_millis_testing: 0.455, usercpu_time_millis_training: 21.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4951, f_measure: 0.4838, kb_relative_information_score: 0.1911, mean_absolute_error: 0.4675, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.3937, predictive_accuracy: 0.6274, prior_entropy: 0.953, recall: 0.6274, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1875.7685, usercpu_time_millis: 0.985, usercpu_time_millis_testing: 0.151, usercpu_time_millis_training: 0.834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, f_measure: 0.9318, kappa: 0.8552, kb_relative_information_score: 447.5854, mean_absolute_error: 0.1074, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9332, predictive_accuracy: 0.9315, prior_entropy: 0.953, recall: 0.9315, relative_absolute_error: 0.2298, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2141, root_relative_squared_error: 0.4428, scimark_benchmark: 1830.5932, usercpu_time_millis: 7.162, usercpu_time_millis_testing: 0.363, usercpu_time_millis_training: 6.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9765, f_measure: 0.9164, kappa: 0.8197, kb_relative_information_score: 400.8531, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9182, predictive_accuracy: 0.9174, prior_entropy: 0.953, recall: 0.9174, relative_absolute_error: 0.3279, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2379, root_relative_squared_error: 0.4919, scimark_benchmark: 785.9214, usercpu_time_millis: 5.531, usercpu_time_millis_testing: 0.36, usercpu_time_millis_training: 5.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 466.6514, mean_absolute_error: 0.0913, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9578, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1952, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1903, root_relative_squared_error: 0.3935, scimark_benchmark: 1870.2804, usercpu_time_millis: 3.312, usercpu_time_millis_testing: 0.28, usercpu_time_millis_training: 3.032,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 465.7005, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.1957, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.3995, scimark_benchmark: 1868.7112, usercpu_time_millis: 3.67, usercpu_time_millis_testing: 0.217, usercpu_time_millis_training: 3.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9277, kappa: 0.8448, kb_relative_information_score: 456.6914, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9277, predictive_accuracy: 0.9279, prior_entropy: 0.953, recall: 0.9279, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.232, root_relative_squared_error: 0.4798, scimark_benchmark: 1834.8499, usercpu_time_millis: 23.302, usercpu_time_millis_testing: 0.419, usercpu_time_millis_training: 22.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 466.9671, mean_absolute_error: 0.0901, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.1926, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.4016, scimark_benchmark: 1870.9768, usercpu_time_millis: 7.785, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 7.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9866, f_measure: 0.9491, kappa: 0.8911, kb_relative_information_score: 458.4179, mean_absolute_error: 0.0969, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9491, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.2073, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2046, root_relative_squared_error: 0.4232, scimark_benchmark: 1871.9601, usercpu_time_millis: 2.718, usercpu_time_millis_testing: 0.128, usercpu_time_millis_training: 2.59,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 472.1824, mean_absolute_error: 0.086, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9595, predictive_accuracy: 0.9596, prior_entropy: 0.953, recall: 0.9596, relative_absolute_error: 0.1839, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.187, root_relative_squared_error: 0.3867, scimark_benchmark: 1872.4881, usercpu_time_millis: 3.767, usercpu_time_millis_testing: 0.236, usercpu_time_millis_training: 3.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 451.5978, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9525, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.223, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2062, root_relative_squared_error: 0.4264, scimark_benchmark: 1858.8261, usercpu_time_millis: 4.733, usercpu_time_millis_testing: 0.355, usercpu_time_millis_training: 4.378,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 465.7649, mean_absolute_error: 0.0917, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1961, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.3997, scimark_benchmark: 1870.5885, usercpu_time_millis: 4.848, usercpu_time_millis_testing: 0.348, usercpu_time_millis_training: 4.5,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9865, f_measure: 0.949, kappa: 0.8909, kb_relative_information_score: 463.1818, mean_absolute_error: 0.0926, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.949, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.1981, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2017, root_relative_squared_error: 0.4172, scimark_benchmark: 1844.7928, usercpu_time_millis: 6.187, usercpu_time_millis_testing: 0.29, usercpu_time_millis_training: 5.897,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9579, kappa: 0.91, kb_relative_information_score: 479.0563, mean_absolute_error: 0.0796, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9579, predictive_accuracy: 0.9578, prior_entropy: 0.953, recall: 0.9578, relative_absolute_error: 0.1703, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1844, root_relative_squared_error: 0.3814, scimark_benchmark: 1869.7524, usercpu_time_millis: 6.987, usercpu_time_millis_testing: 0.295, usercpu_time_millis_training: 6.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9631, kappa: 0.9211, kb_relative_information_score: 479.6385, mean_absolute_error: 0.0798, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9631, predictive_accuracy: 0.9631, prior_entropy: 0.953, recall: 0.9631, relative_absolute_error: 0.1706, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1807, root_relative_squared_error: 0.3738, scimark_benchmark: 1845.7061, usercpu_time_millis: 7.908, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 7.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 484.1938, mean_absolute_error: 0.074, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1583, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.3891, scimark_benchmark: 1876.8275, usercpu_time_millis: 9.219, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 8.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9823, f_measure: 0.9283, kappa: 0.8478, kb_relative_information_score: 441.0439, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9298, predictive_accuracy: 0.9279, prior_entropy: 0.953, recall: 0.9279, relative_absolute_error: 0.2411, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.225, root_relative_squared_error: 0.4654, scimark_benchmark: 1867.725, usercpu_time_millis: 9.271, usercpu_time_millis_testing: 0.448, usercpu_time_millis_training: 8.823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.956, kappa: 0.9058, kb_relative_information_score: 482.3298, mean_absolute_error: 0.0754, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.956, predictive_accuracy: 0.9561, prior_entropy: 0.953, recall: 0.9561, relative_absolute_error: 0.1612, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3898, scimark_benchmark: 1872.4881, usercpu_time_millis: 14.307, usercpu_time_millis_testing: 0.314, usercpu_time_millis_training: 13.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.9508, kappa: 0.8947, kb_relative_information_score: 463.8868, mean_absolute_error: 0.0923, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9508, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.1974, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4119, scimark_benchmark: 1864.5074, usercpu_time_millis: 4.561, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 4.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9404, kappa: 0.8729, kb_relative_information_score: 479.4395, mean_absolute_error: 0.0755, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9408, predictive_accuracy: 0.9402, prior_entropy: 0.953, recall: 0.9402, relative_absolute_error: 0.1615, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.204, root_relative_squared_error: 0.422, scimark_benchmark: 1866.8117, usercpu_time_millis: 25.784, usercpu_time_millis_testing: 0.514, usercpu_time_millis_training: 25.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9666, kappa: 0.9286, kb_relative_information_score: 489.7, mean_absolute_error: 0.0709, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9666, predictive_accuracy: 0.9666, prior_entropy: 0.953, recall: 0.9666, relative_absolute_error: 0.1515, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.173, root_relative_squared_error: 0.3578, scimark_benchmark: 1871.9601, usercpu_time_millis: 10.765, usercpu_time_millis_testing: 0.553, usercpu_time_millis_training: 10.212,

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