Task
Supervised Classification on steel-plates-fault

Supervised Classification on steel-plates-fault

Task 9967 Supervised Classification steel-plates-fault 142878 runs submitted
1 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • OpenML100 study_123 study_14 study_50 study_7
Issue #Downvotes for this reason By


Metric:

142878 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: 0.498, kb_relative_information_score: -5.3957, mean_absolute_error: 0.4537, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0014, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5493, kappa: 0.002, kb_relative_information_score: -101.1324, mean_absolute_error: 0.4733, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.5486, predictive_accuracy: 0.6234, prior_entropy: 0.9313, recall: 0.6234, relative_absolute_error: 1.0446, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.5183, root_relative_squared_error: 1.0891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, f_measure: 0.8922, kappa: 0.7569, kb_relative_information_score: 738.4486, mean_absolute_error: 0.3083, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9052, predictive_accuracy: 0.8964, prior_entropy: 0.9313, recall: 0.8964, relative_absolute_error: 0.6806, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3442, root_relative_squared_error: 0.7233, scimark_benchmark: 1868.5777, usercpu_time_millis: 1.609, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 1.441,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5008, f_measure: 0.5163, kb_relative_information_score: -0.7241, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1866.1679, usercpu_time_millis: 2.388, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 2.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9752, f_measure: 0.9421, kappa: 0.8728, kb_relative_information_score: 690.6274, mean_absolute_error: 0.3127, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9428, predictive_accuracy: 0.9418, prior_entropy: 0.9313, recall: 0.9418, relative_absolute_error: 0.6903, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.353, root_relative_squared_error: 0.7417, scimark_benchmark: 2051.584, usercpu_time_millis: 3.451, usercpu_time_millis_testing: 0.227, usercpu_time_millis_training: 3.224,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9622, f_measure: 0.9189, kappa: 0.8257, kb_relative_information_score: 1087.8049, mean_absolute_error: 0.2168, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9282, predictive_accuracy: 0.9176, prior_entropy: 0.9313, recall: 0.9176, relative_absolute_error: 0.4785, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2893, root_relative_squared_error: 0.608, scimark_benchmark: 1871.9187, usercpu_time_millis: 0.141, usercpu_time_millis_testing: 0.028, usercpu_time_millis_training: 0.113,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1884.9273, mean_absolute_error: 0.0177, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0391, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.039, root_relative_squared_error: 0.0819, scimark_benchmark: 1869.1029, usercpu_time_millis: 6.505, usercpu_time_millis_testing: 0.211, usercpu_time_millis_training: 6.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1613.1737, mean_absolute_error: 0.098, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.2162, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.276, scimark_benchmark: 1864.1471, usercpu_time_millis: 6.826, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 6.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.952, f_measure: 0.869, kappa: 0.7243, kb_relative_information_score: 666.9289, mean_absolute_error: 0.3034, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8919, predictive_accuracy: 0.866, prior_entropy: 0.9313, recall: 0.866, relative_absolute_error: 0.6697, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3621, root_relative_squared_error: 0.7609, scimark_benchmark: 1917.1822, usercpu_time_millis: 3.573, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 3.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8456, f_measure: 0.5163, kb_relative_information_score: 250.793, mean_absolute_error: 0.4013, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.8857, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4278, root_relative_squared_error: 0.8989, scimark_benchmark: 1869.1029, usercpu_time_millis: 3.677, usercpu_time_millis_testing: 0.382, usercpu_time_millis_training: 3.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1771.9813, mean_absolute_error: 0.0526, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1162, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0781, root_relative_squared_error: 0.164, scimark_benchmark: 1727.0143, usercpu_time_millis: 20.227, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 18.916,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9835, kappa: 0.9634, kb_relative_information_score: 1270.3986, mean_absolute_error: 0.1857, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9836, predictive_accuracy: 0.9835, prior_entropy: 0.9313, recall: 0.9835, relative_absolute_error: 0.4098, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2294, root_relative_squared_error: 0.482, scimark_benchmark: 1869.1727, usercpu_time_millis: 19.636, usercpu_time_millis_testing: 2.04, usercpu_time_millis_training: 17.596,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1874.7503, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0453, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0426, root_relative_squared_error: 0.0895, scimark_benchmark: 1854.5594, usercpu_time_millis: 15.819, usercpu_time_millis_testing: 0.846, usercpu_time_millis_training: 14.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1658.9777, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9969, predictive_accuracy: 0.9969, prior_entropy: 0.9313, recall: 0.9969, relative_absolute_error: 0.1859, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1197, root_relative_squared_error: 0.2515, scimark_benchmark: 1919.6809, usercpu_time_millis: 14.958, usercpu_time_millis_testing: 0.884, usercpu_time_millis_training: 14.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.9714, kappa: 0.9375, kb_relative_information_score: 1508.3987, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9734, predictive_accuracy: 0.9711, prior_entropy: 0.9313, recall: 0.9711, relative_absolute_error: 0.2659, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.3802, scimark_benchmark: 1866.5624, usercpu_time_millis: 14.634, usercpu_time_millis_testing: 0.583, usercpu_time_millis_training: 14.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1528.7859, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9938, predictive_accuracy: 0.9938, prior_entropy: 0.9313, recall: 0.9938, relative_absolute_error: 0.2654, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.158, root_relative_squared_error: 0.332, scimark_benchmark: 1851.2072, usercpu_time_millis: 17.154, usercpu_time_millis_testing: 1.246, usercpu_time_millis_training: 15.908,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.5306, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0101, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0171, root_relative_squared_error: 0.0359, scimark_benchmark: 1722.2373, usercpu_time_millis: 30.365, usercpu_time_millis_testing: 1.277, usercpu_time_millis_training: 29.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.2566, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0111, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0152, root_relative_squared_error: 0.0318, scimark_benchmark: 1874.977, usercpu_time_millis: 26.123, usercpu_time_millis_testing: 0.842, usercpu_time_millis_training: 25.281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1825.5334, mean_absolute_error: 0.0361, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0796, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0622, root_relative_squared_error: 0.1306, scimark_benchmark: 1757.078, usercpu_time_millis: 2.297, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 2.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1888.2882, mean_absolute_error: 0.0167, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0368, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0366, root_relative_squared_error: 0.0768, scimark_benchmark: 1773.2157, usercpu_time_millis: 4.014, usercpu_time_millis_testing: 0.136, usercpu_time_millis_training: 3.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, f_measure: 0.5163, kb_relative_information_score: 0.0872, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1910.7493, usercpu_time_millis: 2.519, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 2.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1786.4377, mean_absolute_error: 0.0478, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.1055, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0776, root_relative_squared_error: 0.163, scimark_benchmark: 1781.2877, usercpu_time_millis: 8.786, usercpu_time_millis_testing: 0.324, usercpu_time_millis_training: 8.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1873.0645, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0477, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0403, root_relative_squared_error: 0.0846, scimark_benchmark: 1128.5204, usercpu_time_millis: 30.935, usercpu_time_millis_testing: 1.587, usercpu_time_millis_training: 29.348,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.4513, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0101, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0172, root_relative_squared_error: 0.0362, scimark_benchmark: 1100.1763, usercpu_time_millis: 42.114, usercpu_time_millis_testing: 1.317, usercpu_time_millis_training: 40.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1654.3826, mean_absolute_error: 0.0853, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9954, predictive_accuracy: 0.9954, prior_entropy: 0.9313, recall: 0.9954, relative_absolute_error: 0.1882, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1224, root_relative_squared_error: 0.2572, scimark_benchmark: 1863.4543, usercpu_time_millis: 22.163, usercpu_time_millis_testing: 1.732, usercpu_time_millis_training: 20.431,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1519.0693, mean_absolute_error: 0.1226, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9928, predictive_accuracy: 0.9928, prior_entropy: 0.9313, recall: 0.9928, relative_absolute_error: 0.2707, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1616, root_relative_squared_error: 0.3395, scimark_benchmark: 1082.6711, usercpu_time_millis: 29.192, usercpu_time_millis_testing: 2.607, usercpu_time_millis_training: 26.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.8939, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0077, root_relative_squared_error: 0.0163, scimark_benchmark: 1869.1029, usercpu_time_millis: 33.726, usercpu_time_millis_testing: 0.858, usercpu_time_millis_training: 32.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.9621, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.03, root_relative_squared_error: 0.0631, scimark_benchmark: 1264.0116, usercpu_time_millis: 39.947, usercpu_time_millis_testing: 1.389, usercpu_time_millis_training: 38.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1810.872, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0895, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0679, root_relative_squared_error: 0.1426, scimark_benchmark: 1714.7036, usercpu_time_millis: 29.954, usercpu_time_millis_testing: 1.363, usercpu_time_millis_training: 28.591,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6666, f_measure: 0.5208, kappa: 0.0067, kb_relative_information_score: 139.8077, mean_absolute_error: 0.4187, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7049, predictive_accuracy: 0.6548, prior_entropy: 0.9313, recall: 0.6548, relative_absolute_error: 0.9241, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4615, root_relative_squared_error: 0.9697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1893.7818, mean_absolute_error: 0.0151, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0333, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0307, root_relative_squared_error: 0.0646, scimark_benchmark: 1869.1727, usercpu_time_millis: 7.184, usercpu_time_millis_testing: 0.164, usercpu_time_millis_training: 7.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9793, kappa: 0.9542, kb_relative_information_score: 1125.321, mean_absolute_error: 0.2233, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9794, predictive_accuracy: 0.9794, prior_entropy: 0.9313, recall: 0.9794, relative_absolute_error: 0.493, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2605, root_relative_squared_error: 0.5474, scimark_benchmark: 1872.8797, usercpu_time_millis: 7.144, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 6.498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.5163, kb_relative_information_score: 0.1647, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1261.3631, usercpu_time_millis: 4.059, usercpu_time_millis_testing: 0.653, usercpu_time_millis_training: 3.406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9861, kappa: 0.9693, kb_relative_information_score: 1454.2782, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9861, predictive_accuracy: 0.9861, prior_entropy: 0.9313, recall: 0.9861, relative_absolute_error: 0.3084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1798, root_relative_squared_error: 0.3778, scimark_benchmark: 1872.9496, usercpu_time_millis: 14.427, usercpu_time_millis_testing: 1.346, usercpu_time_millis_training: 13.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.0799, mean_absolute_error: 0.0012, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0026, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0071, root_relative_squared_error: 0.0148, scimark_benchmark: 1862.932, usercpu_time_millis: 16.677, usercpu_time_millis_testing: 0.436, usercpu_time_millis_training: 16.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1916.0706, mean_absolute_error: 0.0079, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0175, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0219, root_relative_squared_error: 0.0461, scimark_benchmark: 1862.932, usercpu_time_millis: 18.517, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 17.767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.9878, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0083, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0146, root_relative_squared_error: 0.0306, scimark_benchmark: 1853.9144, usercpu_time_millis: 1.15, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 1.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.5163, kb_relative_information_score: 0.0575, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1867.0876, usercpu_time_millis: 1.694, usercpu_time_millis_testing: 0.307, usercpu_time_millis_training: 1.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1855.2106, mean_absolute_error: 0.0267, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0589, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0541, root_relative_squared_error: 0.1137, scimark_benchmark: 1830.4609, usercpu_time_millis: 4.344, usercpu_time_millis_testing: 0.168, usercpu_time_millis_training: 4.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9788, f_measure: 0.8595, kappa: 0.6823, kb_relative_information_score: 709.5679, mean_absolute_error: 0.3139, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8862, predictive_accuracy: 0.8681, prior_entropy: 0.9313, recall: 0.8681, relative_absolute_error: 0.6929, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3504, root_relative_squared_error: 0.7363, scimark_benchmark: 1872.4216, usercpu_time_millis: 10.07, usercpu_time_millis_testing: 1.597, usercpu_time_millis_training: 8.473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5163, kb_relative_information_score: -0.1195, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1253.0609, usercpu_time_millis: 2.208, usercpu_time_millis_testing: 0.367, usercpu_time_millis_training: 1.841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1778.964, mean_absolute_error: 0.0498, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.9313, recall: 0.9974, relative_absolute_error: 0.1099, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0775, root_relative_squared_error: 0.1629, scimark_benchmark: 1858.6978, usercpu_time_millis: 6.912, usercpu_time_millis_testing: 0.385, usercpu_time_millis_training: 6.527,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9907, kappa: 0.9795, kb_relative_information_score: 1440.2136, mean_absolute_error: 0.1438, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9907, predictive_accuracy: 0.9907, prior_entropy: 0.9313, recall: 0.9907, relative_absolute_error: 0.3174, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.183, root_relative_squared_error: 0.3845, scimark_benchmark: 1755.8434, usercpu_time_millis: 7.589, usercpu_time_millis_testing: 0.69, usercpu_time_millis_training: 6.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1879.1111, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0429, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0429, root_relative_squared_error: 0.0902, scimark_benchmark: 1848.7716, usercpu_time_millis: 12.782, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 12.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1912.6552, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0548, scimark_benchmark: 1869.1727, usercpu_time_millis: 14.693, usercpu_time_millis_testing: 0.46, usercpu_time_millis_training: 14.233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.2577, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0012, root_relative_squared_error: 0.0024, scimark_benchmark: 1868.1196, usercpu_time_millis: 20.493, usercpu_time_millis_testing: 0.503, usercpu_time_millis_training: 19.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4995, f_measure: 0.5163, kb_relative_information_score: -1.4309, mean_absolute_error: 0.4532, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1872.4216, usercpu_time_millis: 0.669, usercpu_time_millis_testing: 0.103, usercpu_time_millis_training: 0.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9689, kappa: 0.9321, kb_relative_information_score: 1420.2238, mean_absolute_error: 0.1453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9712, predictive_accuracy: 0.9686, prior_entropy: 0.9313, recall: 0.9686, relative_absolute_error: 0.3206, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.4057, scimark_benchmark: 1078.2677, usercpu_time_millis: 1.734, usercpu_time_millis_testing: 0.114, usercpu_time_millis_training: 1.62,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.498, f_measure: 0.5163, kb_relative_information_score: -0.095, mean_absolute_error: 0.453, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.4268, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1869.5708, usercpu_time_millis: 1.571, usercpu_time_millis_testing: 0.285, usercpu_time_millis_training: 1.286,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1669.6227, mean_absolute_error: 0.0816, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1802, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1154, root_relative_squared_error: 0.2425, scimark_benchmark: 1870.3393, usercpu_time_millis: 7.845, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 7.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1917.8793, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0159, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0255, root_relative_squared_error: 0.0536, scimark_benchmark: 1868.1196, usercpu_time_millis: 8.659, usercpu_time_millis_testing: 0.249, usercpu_time_millis_training: 8.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9489, f_measure: 0.7986, kappa: 0.5966, kb_relative_information_score: 688.8487, mean_absolute_error: 0.2931, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8599, predictive_accuracy: 0.7939, prior_entropy: 0.9313, recall: 0.7939, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3647, root_relative_squared_error: 0.7664, scimark_benchmark: 1862.2945, usercpu_time_millis: 10.448, usercpu_time_millis_testing: 0.578, usercpu_time_millis_training: 9.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1859.2983, mean_absolute_error: 0.0261, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0575, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0433, root_relative_squared_error: 0.091, scimark_benchmark: 1151.7797, usercpu_time_millis: 13.667, usercpu_time_millis_testing: 0.563, usercpu_time_millis_training: 13.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1803.0016, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0935, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0735, root_relative_squared_error: 0.1544, scimark_benchmark: 1862.5685, usercpu_time_millis: 14.933, usercpu_time_millis_testing: 0.848, usercpu_time_millis_training: 14.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0953, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4978, kb_relative_information_score: -6.0954, mean_absolute_error: 0.4538, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6496, kb_relative_information_score: 10.0442, mean_absolute_error: 0.4499, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9931, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4718, root_relative_squared_error: 0.9913,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: 8.5569, mean_absolute_error: 0.4512, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9959, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.5186, kappa: 0.0039, kb_relative_information_score: 154.2282, mean_absolute_error: 0.4172, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.7739, predictive_accuracy: 0.6543, prior_entropy: 0.9313, recall: 0.6543, relative_absolute_error: 0.9208, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4649, root_relative_squared_error: 0.9768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4996, kb_relative_information_score: -45.2525, mean_absolute_error: 0.4584, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 1.0118, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4763, root_relative_squared_error: 1.0007,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6025, kb_relative_information_score: 45.9832, mean_absolute_error: 0.4429, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, predictive_accuracy: 0.6533, prior_entropy: 0.9313, recall: 0.6533, relative_absolute_error: 0.9775, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4748, root_relative_squared_error: 0.9976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.7437, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0034, root_relative_squared_error: 0.0072, scimark_benchmark: 1308.8433, usercpu_time_millis: 22.567, usercpu_time_millis_testing: 0.817, usercpu_time_millis_training: 21.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9659, f_measure: 0.8245, kappa: 0.6032, kb_relative_information_score: 601.885, mean_absolute_error: 0.3357, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8647, predictive_accuracy: 0.8387, prior_entropy: 0.9313, recall: 0.8387, relative_absolute_error: 0.7409, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3715, root_relative_squared_error: 0.7805, scimark_benchmark: 1306.7827, usercpu_time_millis: 44.203, usercpu_time_millis_testing: 4.085, usercpu_time_millis_training: 40.118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1611.2839, mean_absolute_error: 0.0968, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9943, predictive_accuracy: 0.9943, prior_entropy: 0.9313, recall: 0.9943, relative_absolute_error: 0.2136, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1375, root_relative_squared_error: 0.2889, scimark_benchmark: 1306.9711, usercpu_time_millis: 1.931, usercpu_time_millis_testing: 0.129, usercpu_time_millis_training: 1.802,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 1684.2775, mean_absolute_error: 0.077, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.998, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.1699, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1125, root_relative_squared_error: 0.2364, scimark_benchmark: 1265.9668, usercpu_time_millis: 68.874, usercpu_time_millis_testing: 3.425, usercpu_time_millis_training: 65.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9695, kappa: 0.9323, kb_relative_information_score: 1161.8037, mean_absolute_error: 0.2123, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9697, predictive_accuracy: 0.9696, prior_entropy: 0.9313, recall: 0.9696, relative_absolute_error: 0.4686, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.535, scimark_benchmark: 1287.2745, usercpu_time_millis: 4.482, usercpu_time_millis_testing: 0.325, usercpu_time_millis_training: 4.157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1805.7525, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.0917, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.1518, scimark_benchmark: 1295.897, usercpu_time_millis: 67.498, usercpu_time_millis_testing: 2.772, usercpu_time_millis_training: 64.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1917.0175, mean_absolute_error: 0.0076, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0208, root_relative_squared_error: 0.0436, scimark_benchmark: 1305.7271, usercpu_time_millis: 29.033, usercpu_time_millis_testing: 0.821, usercpu_time_millis_training: 28.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.662, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1315.7905, usercpu_time_millis: 78.677, usercpu_time_millis_testing: 1.518, usercpu_time_millis_training: 77.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1850.9399, mean_absolute_error: 0.0282, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0622, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.053, root_relative_squared_error: 0.1114, scimark_benchmark: 1314.2035, usercpu_time_millis: 67.016, usercpu_time_millis_testing: 2.766, usercpu_time_millis_training: 64.25,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1756.437, mean_absolute_error: 0.0563, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.999, predictive_accuracy: 0.999, prior_entropy: 0.9313, recall: 0.999, relative_absolute_error: 0.1243, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0883, root_relative_squared_error: 0.1855, scimark_benchmark: 1322.1499, usercpu_time_millis: 73.251, usercpu_time_millis_testing: 3.218, usercpu_time_millis_training: 70.033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1892.0227, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0335, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0418, root_relative_squared_error: 0.0879, scimark_benchmark: 1321.3093, usercpu_time_millis: 2.965, usercpu_time_millis_testing: 0.141, usercpu_time_millis_training: 2.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.5929, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0154, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0254, root_relative_squared_error: 0.0534, scimark_benchmark: 1321.1918, usercpu_time_millis: 10.406, usercpu_time_millis_testing: 0.262, usercpu_time_millis_training: 10.144,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.7497, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0112, root_relative_squared_error: 0.0235, scimark_benchmark: 1299.6093, usercpu_time_millis: 15.1, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 14.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.0559, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0054, root_relative_squared_error: 0.0114, scimark_benchmark: 1297.5536, usercpu_time_millis: 106.419, usercpu_time_millis_testing: 2.129, usercpu_time_millis_training: 104.29,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.769, mean_absolute_error: 0.0114, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0252, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0305, root_relative_squared_error: 0.0641, scimark_benchmark: 1293.7554, usercpu_time_millis: 121.437, usercpu_time_millis_testing: 3.233, usercpu_time_millis_training: 118.204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1784.7769, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1069, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0733, root_relative_squared_error: 0.154, scimark_benchmark: 1293.3865, usercpu_time_millis: 47.061, usercpu_time_millis_testing: 1.925, usercpu_time_millis_training: 45.136,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.8373, mean_absolute_error: 0.0025, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0134, root_relative_squared_error: 0.0281, scimark_benchmark: 1301.3583, usercpu_time_millis: 56.435, usercpu_time_millis_testing: 1.141, usercpu_time_millis_training: 55.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6738, mean_absolute_error: 0, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0001, root_relative_squared_error: 0.0003, scimark_benchmark: 1304.0517, usercpu_time_millis: 133.448, usercpu_time_millis_testing: 2.581, usercpu_time_millis_training: 130.867,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1912.7569, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0198, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0244, root_relative_squared_error: 0.0514, scimark_benchmark: 1293.9759, usercpu_time_millis: 35.033, usercpu_time_millis_testing: 1.053, usercpu_time_millis_training: 33.98,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1893.6413, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0357, root_relative_squared_error: 0.0751, scimark_benchmark: 1294.9044, usercpu_time_millis: 87.52, usercpu_time_millis_testing: 2.482, usercpu_time_millis_training: 85.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1615.9287, mean_absolute_error: 0.0959, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9933, predictive_accuracy: 0.9933, prior_entropy: 0.9313, recall: 0.9933, relative_absolute_error: 0.2116, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.2822, scimark_benchmark: 1297.3865, usercpu_time_millis: 99.325, usercpu_time_millis_testing: 4.727, usercpu_time_millis_training: 94.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1885.0593, mean_absolute_error: 0.0176, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0388, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0402, root_relative_squared_error: 0.0844, scimark_benchmark: 1286.9541, usercpu_time_millis: 33.338, usercpu_time_millis_testing: 1.118, usercpu_time_millis_training: 32.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1824.2459, mean_absolute_error: 0.0362, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.08, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0625, root_relative_squared_error: 0.1314, scimark_benchmark: 1315.9488, usercpu_time_millis: 36.97, usercpu_time_millis_testing: 1.7, usercpu_time_millis_training: 35.27,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1877.7534, mean_absolute_error: 0.0198, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0437, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0447, root_relative_squared_error: 0.094, scimark_benchmark: 1321.0311, usercpu_time_millis: 109.213, usercpu_time_millis_testing: 3.452, usercpu_time_millis_training: 105.761,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6998, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, root_mean_prior_squared_error: 0.4759, scimark_benchmark: 1290.7765, usercpu_time_millis: 2.895, usercpu_time_millis_testing: 0.233, usercpu_time_millis_training: 2.662,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9866, kappa: 0.9704, kb_relative_information_score: 1474.311, mean_absolute_error: 0.1337, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9866, predictive_accuracy: 0.9866, prior_entropy: 0.9313, recall: 0.9866, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1766, root_relative_squared_error: 0.371, scimark_benchmark: 1304.9078, usercpu_time_millis: 5.257, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 4.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1832.2817, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0741, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0635, root_relative_squared_error: 0.1333, scimark_benchmark: 1312.4237, usercpu_time_millis: 80.786, usercpu_time_millis_testing: 3.522, usercpu_time_millis_training: 77.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1714.9179, mean_absolute_error: 0.068, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9974, predictive_accuracy: 0.9974, prior_entropy: 0.9313, recall: 0.9974, relative_absolute_error: 0.15, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1037, root_relative_squared_error: 0.2178, scimark_benchmark: 1291.2578, usercpu_time_millis: 48.506, usercpu_time_millis_testing: 2.103, usercpu_time_millis_training: 46.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1829.9706, mean_absolute_error: 0.0344, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0759, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0628, root_relative_squared_error: 0.1319, scimark_benchmark: 1324.9048, usercpu_time_millis: 17.316, usercpu_time_millis_testing: 0.763, usercpu_time_millis_training: 16.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1720.8372, mean_absolute_error: 0.0664, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9985, predictive_accuracy: 0.9985, prior_entropy: 0.9313, recall: 0.9985, relative_absolute_error: 0.1466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1013, root_relative_squared_error: 0.2129, scimark_benchmark: 1324.8476, usercpu_time_millis: 43.449, usercpu_time_millis_testing: 1.896, usercpu_time_millis_training: 41.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.1126, mean_absolute_error: 0.0021, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0047, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.011, root_relative_squared_error: 0.0232, scimark_benchmark: 1320.8611, usercpu_time_millis: 27.586, usercpu_time_millis_testing: 0.721, usercpu_time_millis_training: 26.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1764.7864, mean_absolute_error: 0.0535, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9995, predictive_accuracy: 0.9995, prior_entropy: 0.9313, recall: 0.9995, relative_absolute_error: 0.1182, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0873, root_relative_squared_error: 0.1834, scimark_benchmark: 1311.368, usercpu_time_millis: 19.494, usercpu_time_millis_testing: 0.848, usercpu_time_millis_training: 18.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1856.2223, mean_absolute_error: 0.0265, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0585, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0515, root_relative_squared_error: 0.1082, scimark_benchmark: 1314.8656, usercpu_time_millis: 32.938, usercpu_time_millis_testing: 1.296, usercpu_time_millis_training: 31.642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, f_measure: 0.959, kappa: 0.9087, kb_relative_information_score: 1028.3115, mean_absolute_error: 0.2437, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9598, predictive_accuracy: 0.9593, prior_entropy: 0.9313, recall: 0.9593, relative_absolute_error: 0.5378, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2849, root_relative_squared_error: 0.5986, scimark_benchmark: 1322.8804, usercpu_time_millis: 22.57, usercpu_time_millis_testing: 1.965, usercpu_time_millis_training: 20.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1862.0564, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0541, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0521, root_relative_squared_error: 0.1096, scimark_benchmark: 1287.883, usercpu_time_millis: 82.614, usercpu_time_millis_testing: 2.486, usercpu_time_millis_training: 80.128,

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