OpenML
Supervised Classification on wdbc

Supervised Classification on wdbc

Task 145878 Supervised Classification wdbc 76354 runs submitted
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.4838, kb_relative_information_score: -0.6997, 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: 1.0004, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1746.6883, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, f_measure: 0.4838, kb_relative_information_score: -0.0627, 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: 1.0001, scimark_benchmark: 1806.8747, usercpu_time_millis: 0.453, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 0.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9526, kappa: 0.8986, kb_relative_information_score: 481.5712, mean_absolute_error: 0.0753, 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: 0.1611, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.3972, scimark_benchmark: 1818.2718, usercpu_time_millis: 3.408, usercpu_time_millis_testing: 0.064, usercpu_time_millis_training: 3.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 479.8141, mean_absolute_error: 0.0794, 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: 0.1698, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1822, root_relative_squared_error: 0.3768, scimark_benchmark: 1743.6532, usercpu_time_millis: 2.433, usercpu_time_millis_testing: 0.085, usercpu_time_millis_training: 2.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 436.0232, mean_absolute_error: 0.1213, 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: 0.2593, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.21, root_relative_squared_error: 0.4343, scimark_benchmark: 1807.1665, usercpu_time_millis: 2.578, usercpu_time_millis_testing: 0.252, usercpu_time_millis_training: 2.326,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9508, kappa: 0.8947, kb_relative_information_score: 460.6331, mean_absolute_error: 0.0956, 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: 0.2044, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.41, scimark_benchmark: 1748.9226, usercpu_time_millis: 3.928, usercpu_time_millis_testing: 0.222, usercpu_time_millis_training: 3.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9543, kappa: 0.9021, kb_relative_information_score: 465.4579, mean_absolute_error: 0.0915, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1958, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1943, root_relative_squared_error: 0.4019, scimark_benchmark: 1819.1369, usercpu_time_millis: 5.483, usercpu_time_millis_testing: 0.306, usercpu_time_millis_training: 5.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 465.6102, mean_absolute_error: 0.0912, 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: 0.1951, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4055, scimark_benchmark: 1824.1582, usercpu_time_millis: 1.237, usercpu_time_millis_testing: 0.056, usercpu_time_millis_training: 1.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9201, kappa: 0.8277, kb_relative_information_score: 406.0386, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9215, predictive_accuracy: 0.9209, prior_entropy: 0.953, recall: 0.9209, relative_absolute_error: 0.3152, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2346, root_relative_squared_error: 0.4852, scimark_benchmark: 1824.1582, usercpu_time_millis: 1.812, usercpu_time_millis_testing: 0.12, usercpu_time_millis_training: 1.692,
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: 0.9802, f_measure: 0.9218, kappa: 0.8314, kb_relative_information_score: 386.5943, mean_absolute_error: 0.1691, 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: 0.3616, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2412, root_relative_squared_error: 0.499, scimark_benchmark: 1793.0868, usercpu_time_millis: 1.872, usercpu_time_millis_testing: 0.222, usercpu_time_millis_training: 1.65,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 481.7112, mean_absolute_error: 0.0773, 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: 0.1653, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1827, root_relative_squared_error: 0.3778, scimark_benchmark: 1846.0332, usercpu_time_millis: 12.613, usercpu_time_millis_testing: 0.371, usercpu_time_millis_training: 12.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4952, f_measure: 0.4838, kb_relative_information_score: -0.287, 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: 1.0001, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1672.5071, usercpu_time_millis: 0.326, usercpu_time_millis_testing: 0.07, usercpu_time_millis_training: 0.256,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9509, kappa: 0.8953, kb_relative_information_score: 456.3718, mean_absolute_error: 0.1003, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9513, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.2144, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1985, root_relative_squared_error: 0.4105, scimark_benchmark: 1872.5609, usercpu_time_millis: 1.217, usercpu_time_millis_testing: 0.1, usercpu_time_millis_training: 1.117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 457.7463, mean_absolute_error: 0.1001, 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: 0.2142, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.195, root_relative_squared_error: 0.4033, scimark_benchmark: 1795.7417, usercpu_time_millis: 1.661, usercpu_time_millis_testing: 0.2, usercpu_time_millis_training: 1.461,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4944, f_measure: 0.4838, kb_relative_information_score: -0.2227, 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: 1.0001, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1878.3967, usercpu_time_millis: 1.056, usercpu_time_millis_testing: 0.182, usercpu_time_millis_training: 0.874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9509, kappa: 0.8951, kb_relative_information_score: 462.4932, mean_absolute_error: 0.0947, 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: 0.2025, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1947, root_relative_squared_error: 0.4027, scimark_benchmark: 1876.2965, usercpu_time_millis: 1.801, usercpu_time_millis_testing: 0.095, usercpu_time_millis_training: 1.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4936, f_measure: 0.4838, kb_relative_information_score: 0.1511, 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: 1771.5656, usercpu_time_millis: 0.659, usercpu_time_millis_testing: 0.266, usercpu_time_millis_training: 0.393,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9839, f_measure: 0.9283, kappa: 0.8478, kb_relative_information_score: 441.7427, mean_absolute_error: 0.112, 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: 0.2395, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2237, root_relative_squared_error: 0.4627, scimark_benchmark: 1830.0835, usercpu_time_millis: 9.894, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 9.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 479.6059, mean_absolute_error: 0.079, 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: 0.169, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.3838, scimark_benchmark: 1869.8223, usercpu_time_millis: 11.864, usercpu_time_millis_testing: 0.505, usercpu_time_millis_training: 11.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9527, kappa: 0.899, kb_relative_information_score: 437.7884, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9529, predictive_accuracy: 0.9525, prior_entropy: 0.953, recall: 0.9525, relative_absolute_error: 0.2581, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.4192, scimark_benchmark: 1837.8058, usercpu_time_millis: 0.752, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9596, kappa: 0.9138, kb_relative_information_score: 469.8878, mean_absolute_error: 0.0885, 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: 0.1893, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1868, root_relative_squared_error: 0.3863, scimark_benchmark: 1825.2388, usercpu_time_millis: 0.807, usercpu_time_millis_testing: 0.197, usercpu_time_millis_training: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9491, kappa: 0.8913, kb_relative_information_score: 456.6667, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9492, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.2132, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2, root_relative_squared_error: 0.4136, scimark_benchmark: 1828.0582, usercpu_time_millis: 2.055, usercpu_time_millis_testing: 0.15, usercpu_time_millis_training: 1.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 420.9174, mean_absolute_error: 0.1397, 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: 0.2987, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2074, root_relative_squared_error: 0.4291, scimark_benchmark: 2099.421, usercpu_time_millis: 1.515, usercpu_time_millis_testing: 0.216, usercpu_time_millis_training: 1.299,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9873, f_measure: 0.9473, kappa: 0.8874, kb_relative_information_score: 445.1465, mean_absolute_error: 0.1116, 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: 0.2387, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.206, root_relative_squared_error: 0.426, scimark_benchmark: 1871.5019, usercpu_time_millis: 3.008, usercpu_time_millis_testing: 0.27, usercpu_time_millis_training: 2.738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9649, kappa: 0.9248, kb_relative_information_score: 488.2887, mean_absolute_error: 0.0719, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9649, predictive_accuracy: 0.9649, prior_entropy: 0.953, recall: 0.9649, relative_absolute_error: 0.1538, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1757, root_relative_squared_error: 0.3634, scimark_benchmark: 1836.3494, usercpu_time_millis: 13.122, usercpu_time_millis_testing: 0.57, usercpu_time_millis_training: 12.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9861, f_measure: 0.9318, kappa: 0.8552, kb_relative_information_score: 441.737, mean_absolute_error: 0.1136, 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: 0.243, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2154, root_relative_squared_error: 0.4455, scimark_benchmark: 1872.4881, usercpu_time_millis: 5.338, usercpu_time_millis_testing: 0.319, usercpu_time_millis_training: 5.019,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9237, kappa: 0.8357, kb_relative_information_score: 406.7412, mean_absolute_error: 0.1476, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9248, predictive_accuracy: 0.9244, prior_entropy: 0.953, recall: 0.9244, relative_absolute_error: 0.3157, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.4811, scimark_benchmark: 1843.8706, usercpu_time_millis: 1.382, usercpu_time_millis_testing: 0.094, usercpu_time_millis_training: 1.288,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.956, kappa: 0.9058, kb_relative_information_score: 472.6873, mean_absolute_error: 0.0848, 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: 0.1814, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.3959, scimark_benchmark: 1848.5117, usercpu_time_millis: 1.835, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 1.787,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4954, f_measure: 0.4838, kb_relative_information_score: -0.2901, 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: 1874.4489, usercpu_time_millis: 0.515, usercpu_time_millis_testing: 0.201, usercpu_time_millis_training: 0.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9596, kappa: 0.9136, kb_relative_information_score: 471.4892, mean_absolute_error: 0.0868, 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: 0.1857, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.3854, scimark_benchmark: 1830.5374, usercpu_time_millis: 1.963, usercpu_time_millis_testing: 0.258, usercpu_time_millis_training: 1.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9492, kappa: 0.8915, kb_relative_information_score: 448.5006, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.2314, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2035, root_relative_squared_error: 0.421, scimark_benchmark: 1833.6497, usercpu_time_millis: 2.812, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 2.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, f_measure: 0.9509, kappa: 0.8953, kb_relative_information_score: 456.3349, mean_absolute_error: 0.1007, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9513, predictive_accuracy: 0.9508, prior_entropy: 0.953, recall: 0.9508, relative_absolute_error: 0.2153, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.4104, scimark_benchmark: 1766.7808, usercpu_time_millis: 3.594, usercpu_time_millis_testing: 0.323, usercpu_time_millis_training: 3.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9579, kappa: 0.91, kb_relative_information_score: 443.6967, mean_absolute_error: 0.1174, 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: 0.2512, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.3999, scimark_benchmark: 2106.3746, usercpu_time_millis: 3.702, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 3.221,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9508, kappa: 0.8947, kb_relative_information_score: 462.1731, mean_absolute_error: 0.094, 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: 0.201, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.4126, scimark_benchmark: 1839.4416, usercpu_time_millis: 6.395, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 6.16,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.949, kappa: 0.8909, kb_relative_information_score: 462.5666, mean_absolute_error: 0.093, 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: 0.1989, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.4207, scimark_benchmark: 1850.1937, usercpu_time_millis: 14.626, usercpu_time_millis_testing: 0.329, usercpu_time_millis_training: 14.297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9872, f_measure: 0.937, kappa: 0.866, kb_relative_information_score: 439.0241, mean_absolute_error: 0.1173, 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: 0.2508, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2112, root_relative_squared_error: 0.4369, scimark_benchmark: 1794.7494, usercpu_time_millis: 1.588, usercpu_time_millis_testing: 0.181, usercpu_time_millis_training: 1.407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9542, kappa: 0.9019, kb_relative_information_score: 449.354, mean_absolute_error: 0.1086, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.2323, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4134, scimark_benchmark: 1874.0573, usercpu_time_millis: 4.162, usercpu_time_millis_testing: 0.391, usercpu_time_millis_training: 3.771,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9492, kappa: 0.8915, kb_relative_information_score: 453.8088, mean_absolute_error: 0.1031, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.2204, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4147, scimark_benchmark: 1833.1999, usercpu_time_millis: 1.113, usercpu_time_millis_testing: 0.084, usercpu_time_millis_training: 1.029,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9614, kappa: 0.9175, kb_relative_information_score: 468.8652, mean_absolute_error: 0.0911, 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: 0.1948, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.184, root_relative_squared_error: 0.3806, scimark_benchmark: 1872.4881, usercpu_time_millis: 2.299, usercpu_time_millis_testing: 0.229, usercpu_time_millis_training: 2.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 423.4265, mean_absolute_error: 0.1372, 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: 0.2934, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2064, root_relative_squared_error: 0.4268, scimark_benchmark: 1829.2457, usercpu_time_millis: 3.534, usercpu_time_millis_testing: 0.431, usercpu_time_millis_training: 3.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 463.6875, mean_absolute_error: 0.0926, 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: 0.1981, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1983, root_relative_squared_error: 0.4101, scimark_benchmark: 1874.977, usercpu_time_millis: 5.746, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 5.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9841, f_measure: 0.9352, kappa: 0.8621, kb_relative_information_score: 447.9188, mean_absolute_error: 0.107, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.936, predictive_accuracy: 0.935, prior_entropy: 0.953, recall: 0.935, relative_absolute_error: 0.2288, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2152, root_relative_squared_error: 0.4451, scimark_benchmark: 1861.1115, usercpu_time_millis: 3.144, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 3.023,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9561, kappa: 0.9063, kb_relative_information_score: 460.0696, mean_absolute_error: 0.0981, 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: 0.2097, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1922, root_relative_squared_error: 0.3976, scimark_benchmark: 1827.5196, usercpu_time_millis: 1.851, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 1.626,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9868, f_measure: 0.9526, kappa: 0.8986, kb_relative_information_score: 475.1507, mean_absolute_error: 0.0824, 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: 0.1762, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.3898, scimark_benchmark: 1865.7643, usercpu_time_millis: 0.302, usercpu_time_millis_testing: 0.025, usercpu_time_millis_training: 0.277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9613, kappa: 0.9173, kb_relative_information_score: 479.6901, mean_absolute_error: 0.0795, 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: 0.1701, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1814, root_relative_squared_error: 0.3751, scimark_benchmark: 1821.0631, usercpu_time_millis: 6.602, usercpu_time_millis_testing: 0.294, usercpu_time_millis_training: 6.308,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.987, f_measure: 0.9491, kappa: 0.8911, kb_relative_information_score: 462.8042, mean_absolute_error: 0.093, 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: 0.1989, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2014, root_relative_squared_error: 0.4166, scimark_benchmark: 1874.4489, usercpu_time_millis: 7.83, usercpu_time_millis_testing: 0.31, usercpu_time_millis_training: 7.52,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, f_measure: 0.9421, kappa: 0.8765, kb_relative_information_score: 456.6796, mean_absolute_error: 0.0977, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9424, predictive_accuracy: 0.942, prior_entropy: 0.953, recall: 0.942, relative_absolute_error: 0.2089, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2101, root_relative_squared_error: 0.4346, scimark_benchmark: 1798.5743, usercpu_time_millis: 6.788, usercpu_time_millis_testing: 0.225, usercpu_time_millis_training: 6.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9864, f_measure: 0.949, kappa: 0.8909, kb_relative_information_score: 463.2318, mean_absolute_error: 0.0924, 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: 0.1975, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2031, root_relative_squared_error: 0.4201, scimark_benchmark: 1862.0186, usercpu_time_millis: 12.85, usercpu_time_millis_testing: 0.356, usercpu_time_millis_training: 12.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4938, f_measure: 0.4838, kb_relative_information_score: -0.0121, 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: 1872.3546, usercpu_time_millis: 0.59, usercpu_time_millis_testing: 0.215, usercpu_time_millis_training: 0.375,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 464.162, mean_absolute_error: 0.0925, 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: 0.1978, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4076, scimark_benchmark: 1790.7414, usercpu_time_millis: 2.057, usercpu_time_millis_testing: 0.088, usercpu_time_millis_training: 1.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9613, kappa: 0.9173, kb_relative_information_score: 481.2595, mean_absolute_error: 0.0793, 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: 0.1695, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1764, root_relative_squared_error: 0.3648, scimark_benchmark: 1874.0573, usercpu_time_millis: 2.205, usercpu_time_millis_testing: 0.178, usercpu_time_millis_training: 2.027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9613, kappa: 0.9173, kb_relative_information_score: 469.1057, mean_absolute_error: 0.0914, 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: 0.1956, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.3766, scimark_benchmark: 1870.2804, usercpu_time_millis: 0.274, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, f_measure: 0.9473, kappa: 0.8872, kb_relative_information_score: 481.2324, mean_absolute_error: 0.075, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9473, predictive_accuracy: 0.9473, prior_entropy: 0.953, recall: 0.9473, relative_absolute_error: 0.1604, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.196, root_relative_squared_error: 0.4053, scimark_benchmark: 1875.8384, usercpu_time_millis: 3.671, usercpu_time_millis_testing: 0.068, usercpu_time_millis_training: 3.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.9438, kappa: 0.8799, kb_relative_information_score: 462.7517, mean_absolute_error: 0.0922, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9439, predictive_accuracy: 0.9438, prior_entropy: 0.953, recall: 0.9438, relative_absolute_error: 0.1972, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.4267, scimark_benchmark: 788.4836, usercpu_time_millis: 24.616, usercpu_time_millis_testing: 0.439, usercpu_time_millis_training: 24.177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 472.2199, mean_absolute_error: 0.0853, 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: 0.1823, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1913, root_relative_squared_error: 0.3957, scimark_benchmark: 1873.4078, usercpu_time_millis: 1.318, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 1.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9492, kappa: 0.8917, kb_relative_information_score: 452.947, mean_absolute_error: 0.104, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9497, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.2223, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2006, root_relative_squared_error: 0.415, scimark_benchmark: 1877.4076, usercpu_time_millis: 0.953, usercpu_time_millis_testing: 0.176, usercpu_time_millis_training: 0.777,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4959, f_measure: 0.4838, kb_relative_information_score: -0.1128, 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: 1823.4905, usercpu_time_millis: 0.434, usercpu_time_millis_testing: 0.092, usercpu_time_millis_training: 0.342,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9613, kappa: 0.9171, kb_relative_information_score: 480.5784, mean_absolute_error: 0.079, 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: 0.169, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1801, root_relative_squared_error: 0.3725, scimark_benchmark: 1873.019, usercpu_time_millis: 0.967, usercpu_time_millis_testing: 0.169, usercpu_time_millis_training: 0.798,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 466.4199, mean_absolute_error: 0.09, 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: 0.1925, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4076, scimark_benchmark: 1821.5659, usercpu_time_millis: 4.437, usercpu_time_millis_testing: 0.308, usercpu_time_millis_training: 4.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 457.9093, mean_absolute_error: 0.0988, 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: 0.2112, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1996, root_relative_squared_error: 0.4128, scimark_benchmark: 1855.3097, usercpu_time_millis: 3.453, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 3.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 460.2144, mean_absolute_error: 0.0962, 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: 0.2056, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2005, root_relative_squared_error: 0.4147, scimark_benchmark: 1869.6309, usercpu_time_millis: 2.28, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 2.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 456.864, mean_absolute_error: 0.1006, 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: 0.2152, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1987, root_relative_squared_error: 0.4109, scimark_benchmark: 1855.2437, usercpu_time_millis: 3.996, usercpu_time_millis_testing: 0.288, usercpu_time_millis_training: 3.708,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9893, f_measure: 0.956, kappa: 0.9059, kb_relative_information_score: 472.891, mean_absolute_error: 0.085, 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: 0.1818, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1884, root_relative_squared_error: 0.3896, scimark_benchmark: 1870.4728, usercpu_time_millis: 3.131, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 3.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9828, f_measure: 0.9329, kappa: 0.8561, kb_relative_information_score: 418.6738, mean_absolute_error: 0.1369, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9331, predictive_accuracy: 0.9332, prior_entropy: 0.953, recall: 0.9332, relative_absolute_error: 0.2927, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2236, root_relative_squared_error: 0.4624, scimark_benchmark: 787.6569, usercpu_time_millis: 5.972, usercpu_time_millis_testing: 0.357, usercpu_time_millis_training: 5.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9508, kappa: 0.8947, kb_relative_information_score: 458.619, mean_absolute_error: 0.0969, 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: 0.2073, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2033, root_relative_squared_error: 0.4205, scimark_benchmark: 1793.2039, usercpu_time_millis: 1.425, usercpu_time_millis_testing: 0.206, usercpu_time_millis_training: 1.219,
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: 0.9868, f_measure: 0.9405, kappa: 0.8732, kb_relative_information_score: 411.0693, mean_absolute_error: 0.1463, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9411, predictive_accuracy: 0.9402, prior_entropy: 0.953, recall: 0.9402, relative_absolute_error: 0.3128, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2203, root_relative_squared_error: 0.4557, scimark_benchmark: 1788.7334, usercpu_time_millis: 1.798, usercpu_time_millis_testing: 0.281, usercpu_time_millis_training: 1.517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 425.1452, mean_absolute_error: 0.1336, 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: 0.2857, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4372, scimark_benchmark: 1790.384, usercpu_time_millis: 1.086, usercpu_time_millis_testing: 0.139, usercpu_time_millis_training: 0.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9202, kappa: 0.828, kb_relative_information_score: 407.3865, mean_absolute_error: 0.1462, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9212, predictive_accuracy: 0.9209, prior_entropy: 0.953, recall: 0.9209, relative_absolute_error: 0.3127, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.481, scimark_benchmark: 1810.9582, usercpu_time_millis: 1.725, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 1.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 427.201, mean_absolute_error: 0.1337, 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: 0.2859, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2041, root_relative_squared_error: 0.4222, scimark_benchmark: 1808.6392, usercpu_time_millis: 2.82, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 2.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9543, kappa: 0.9025, kb_relative_information_score: 475.5585, mean_absolute_error: 0.082, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9544, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1753, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1911, root_relative_squared_error: 0.3952, scimark_benchmark: 1814.4376, usercpu_time_millis: 0.85, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9579, kappa: 0.91, kb_relative_information_score: 467.2289, mean_absolute_error: 0.0908, 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: 0.1941, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1891, root_relative_squared_error: 0.3911, scimark_benchmark: 1820.4839, usercpu_time_millis: 3.599, usercpu_time_millis_testing: 0.334, usercpu_time_millis_training: 3.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, f_measure: 0.9613, kappa: 0.9171, kb_relative_information_score: 479.8771, mean_absolute_error: 0.0798, 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: 0.1707, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3715, scimark_benchmark: 1821.8864, usercpu_time_millis: 3.587, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 3.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5027, f_measure: 0.4838, kb_relative_information_score: 0.5032, mean_absolute_error: 0.4672, 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: 0.999, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1787.4122, usercpu_time_millis: 0.52, usercpu_time_millis_testing: 0.209, usercpu_time_millis_training: 0.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9236, kappa: 0.8354, kb_relative_information_score: 402.3785, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9251, predictive_accuracy: 0.9244, prior_entropy: 0.953, recall: 0.9244, relative_absolute_error: 0.3274, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2316, root_relative_squared_error: 0.4791, scimark_benchmark: 1839.4416, usercpu_time_millis: 2.316, usercpu_time_millis_testing: 0.235, usercpu_time_millis_training: 2.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, f_measure: 0.4838, kb_relative_information_score: -0.0482, 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: 1817.8913, usercpu_time_millis: 0.559, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 0.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 483.2525, mean_absolute_error: 0.075, 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: 0.1603, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1871, root_relative_squared_error: 0.387, scimark_benchmark: 1845.5249, usercpu_time_millis: 1.86, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 1.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9353, kappa: 0.8624, kb_relative_information_score: 444.0434, mean_absolute_error: 0.1109, 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: 0.2371, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.217, root_relative_squared_error: 0.4487, scimark_benchmark: 1797.1395, usercpu_time_millis: 5.794, usercpu_time_millis_testing: 0.343, usercpu_time_millis_training: 5.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9879, f_measure: 0.9492, kappa: 0.8915, kb_relative_information_score: 447.8244, mean_absolute_error: 0.1085, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9494, predictive_accuracy: 0.949, prior_entropy: 0.953, recall: 0.949, relative_absolute_error: 0.232, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.205, root_relative_squared_error: 0.4239, scimark_benchmark: 1809.6474, usercpu_time_millis: 3.878, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 3.582,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.9021, kappa: 0.7886, kb_relative_information_score: 384.5676, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9041, predictive_accuracy: 0.9033, prior_entropy: 0.953, recall: 0.9033, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2764, root_relative_squared_error: 0.5717, scimark_benchmark: 1865.2357, usercpu_time_millis: 3.944, usercpu_time_millis_testing: 0.226, usercpu_time_millis_training: 3.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.9507, kappa: 0.8945, kb_relative_information_score: 452.8418, mean_absolute_error: 0.1035, 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: 0.2214, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2039, root_relative_squared_error: 0.4217, scimark_benchmark: 1859.4435, usercpu_time_millis: 4.831, usercpu_time_millis_testing: 0.374, usercpu_time_millis_training: 4.457,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9543, kappa: 0.9021, kb_relative_information_score: 474.1845, mean_absolute_error: 0.084, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9542, predictive_accuracy: 0.9543, prior_entropy: 0.953, recall: 0.9543, relative_absolute_error: 0.1797, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1879, root_relative_squared_error: 0.3887, scimark_benchmark: 1786.2663, usercpu_time_millis: 11.785, usercpu_time_millis_testing: 0.617, usercpu_time_millis_training: 11.168,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4952, f_measure: 0.4838, kb_relative_information_score: -0.2451, 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: 1.0001, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.4835, root_relative_squared_error: 1, scimark_benchmark: 1793.2598, usercpu_time_millis: 1.157, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 0.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9613, kappa: 0.9173, kb_relative_information_score: 478.7717, mean_absolute_error: 0.0811, 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: 0.1735, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.179, root_relative_squared_error: 0.3702, scimark_benchmark: 1821.8864, usercpu_time_millis: 1.442, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 1.335,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9456, kappa: 0.8838, kb_relative_information_score: 423.8703, mean_absolute_error: 0.1341, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9457, predictive_accuracy: 0.9455, prior_entropy: 0.953, recall: 0.9455, relative_absolute_error: 0.2867, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2143, root_relative_squared_error: 0.4433, scimark_benchmark: 1830.4551, usercpu_time_millis: 0.559, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 0.392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, f_measure: 0.9525, kappa: 0.8982, kb_relative_information_score: 434.8101, mean_absolute_error: 0.1262, 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: 0.2698, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.4117, scimark_benchmark: 1765.5138, usercpu_time_millis: 4.273, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 3.69,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 467.3237, mean_absolute_error: 0.0902, 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: 0.193, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.3947, scimark_benchmark: 1792.545, usercpu_time_millis: 5.033, usercpu_time_millis_testing: 0.372, usercpu_time_millis_training: 4.661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.9316, kappa: 0.8538, kb_relative_information_score: 430.4436, mean_absolute_error: 0.1251, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9317, predictive_accuracy: 0.9315, prior_entropy: 0.953, recall: 0.9315, relative_absolute_error: 0.2676, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2214, root_relative_squared_error: 0.458, scimark_benchmark: 1830.4551, usercpu_time_millis: 4.244, usercpu_time_millis_testing: 0.165, usercpu_time_millis_training: 4.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9897, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 479.9651, mean_absolute_error: 0.0786, 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: 0.1681, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3829, scimark_benchmark: 1792.6645, usercpu_time_millis: 7.145, usercpu_time_millis_testing: 0.191, usercpu_time_millis_training: 6.954,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 467.0422, mean_absolute_error: 0.09, 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: 0.1925, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1939, root_relative_squared_error: 0.4011, scimark_benchmark: 1817.8913, usercpu_time_millis: 7.854, usercpu_time_millis_testing: 0.284, usercpu_time_millis_training: 7.57,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 481.1125, mean_absolute_error: 0.0776, 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: 0.166, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1838, root_relative_squared_error: 0.3801, scimark_benchmark: 1794.3828, usercpu_time_millis: 3.662, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 3.321,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9832, f_measure: 0.9368, kappa: 0.8649, kb_relative_information_score: 421.2102, mean_absolute_error: 0.1361, mean_prior_absolute_error: 0.4676, number_of_instances: 569, precision: 0.9369, predictive_accuracy: 0.9367, prior_entropy: 0.953, recall: 0.9367, relative_absolute_error: 0.291, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2222, root_relative_squared_error: 0.4596, scimark_benchmark: 1766.2914, usercpu_time_millis: 1.743, usercpu_time_millis_testing: 0.149, usercpu_time_millis_training: 1.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9596, kappa: 0.9135, kb_relative_information_score: 479.6914, mean_absolute_error: 0.0789, 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: 0.1686, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.3852, scimark_benchmark: 1850.5589, usercpu_time_millis: 1.016, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 0.981,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9845, f_measure: 0.949, kappa: 0.8907, kb_relative_information_score: 448.7065, mean_absolute_error: 0.1074, 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: 0.2296, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.2121, root_relative_squared_error: 0.4387, scimark_benchmark: 1840.0692, usercpu_time_millis: 0.246, usercpu_time_millis_testing: 0.022, usercpu_time_millis_training: 0.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4947, f_measure: 0.4838, kb_relative_information_score: 0.0803, 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: 1844.1945, usercpu_time_millis: 1.09, usercpu_time_millis_testing: 0.228, usercpu_time_millis_training: 0.862,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, f_measure: 0.9474, kappa: 0.8877, kb_relative_information_score: 457.5979, mean_absolute_error: 0.0992, 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: 0.2122, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1982, root_relative_squared_error: 0.4099, scimark_benchmark: 1838.4944, usercpu_time_millis: 0.487, usercpu_time_millis_testing: 0.043, usercpu_time_millis_training: 0.444,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9867, f_measure: 0.9525, kappa: 0.8984, kb_relative_information_score: 471.7982, mean_absolute_error: 0.0854, 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: 0.1825, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.3994, scimark_benchmark: 1824.736, usercpu_time_millis: 1.621, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 1.436,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9631, kappa: 0.921, kb_relative_information_score: 478.2149, mean_absolute_error: 0.0809, 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: 0.1731, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.182, root_relative_squared_error: 0.3763, scimark_benchmark: 1810.8828, usercpu_time_millis: 3.337, usercpu_time_millis_testing: 0.18, usercpu_time_millis_training: 3.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9898, f_measure: 0.9578, kappa: 0.9098, kb_relative_information_score: 477.2106, 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: 0.1742, root_mean_prior_squared_error: 0.4835, root_mean_squared_error: 0.1848, root_relative_squared_error: 0.3822, scimark_benchmark: 1839, usercpu_time_millis: 7.078, usercpu_time_millis_testing: 0.326, usercpu_time_millis_training: 6.752,

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