OpenML
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: 0.9995, f_measure: 0.9887, kappa: 0.975, kb_relative_information_score: 1494.1928, mean_absolute_error: 0.1291, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9887, predictive_accuracy: 0.9887, prior_entropy: 0.9313, recall: 0.9887, relative_absolute_error: 0.285, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1692, root_relative_squared_error: 0.3555, scimark_benchmark: 1310.3564, usercpu_time_millis: 30.73, usercpu_time_millis_testing: 1.69, usercpu_time_millis_training: 29.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1867.2911, mean_absolute_error: 0.0229, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0506, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0503, root_relative_squared_error: 0.1056, scimark_benchmark: 1323.8544, usercpu_time_millis: 142.314, usercpu_time_millis_testing: 4.203, usercpu_time_millis_training: 138.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.099, mean_absolute_error: 0.0008, 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: 0.0059, root_relative_squared_error: 0.0125, scimark_benchmark: 1312.602, usercpu_time_millis: 2.391, usercpu_time_millis_testing: 0.112, usercpu_time_millis_training: 2.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.425, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0016, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0056, root_relative_squared_error: 0.0118, scimark_benchmark: 1286.2561, usercpu_time_millis: 20.274, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 19.896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.4526, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0024, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0042, root_relative_squared_error: 0.0089, scimark_benchmark: 1293.5396, usercpu_time_millis: 119.715, usercpu_time_millis_testing: 3.01, usercpu_time_millis_training: 116.705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1901.0005, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0277, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0334, root_relative_squared_error: 0.0703, scimark_benchmark: 1293.9706, usercpu_time_millis: 14.47, usercpu_time_millis_testing: 0.52, usercpu_time_millis_training: 13.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9985, kappa: 0.9966, kb_relative_information_score: 1711.5474, mean_absolute_error: 0.0686, 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: 0.1515, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1071, root_relative_squared_error: 0.225, scimark_benchmark: 1311.1016, usercpu_time_millis: 2.968, usercpu_time_millis_testing: 0.167, usercpu_time_millis_training: 2.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1896.9886, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0309, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0317, root_relative_squared_error: 0.0665, scimark_benchmark: 1311.9734, usercpu_time_millis: 37.506, usercpu_time_millis_testing: 1.176, usercpu_time_millis_training: 36.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1811.8414, mean_absolute_error: 0.0398, 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: 0.0879, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0694, root_relative_squared_error: 0.1457, scimark_benchmark: 1294.9249, usercpu_time_millis: 12.875, usercpu_time_millis_testing: 0.517, usercpu_time_millis_training: 12.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1525.1486, mean_absolute_error: 0.1209, 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: 0.2668, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1602, root_relative_squared_error: 0.3367, scimark_benchmark: 1291.6458, usercpu_time_millis: 65.646, usercpu_time_millis_testing: 3.656, usercpu_time_millis_training: 61.99,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9814, kappa: 0.9588, kb_relative_information_score: 1273.1144, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9816, predictive_accuracy: 0.9815, prior_entropy: 0.9313, recall: 0.9815, relative_absolute_error: 0.4083, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2291, root_relative_squared_error: 0.4813, scimark_benchmark: 1321.893, usercpu_time_millis: 75.025, usercpu_time_millis_testing: 5.182, usercpu_time_millis_training: 69.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9793, kappa: 0.9542, kb_relative_information_score: 1213.337, mean_absolute_error: 0.2006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9795, predictive_accuracy: 0.9794, prior_entropy: 0.9313, recall: 0.9794, relative_absolute_error: 0.4428, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2419, root_relative_squared_error: 0.5084, scimark_benchmark: 1293.1581, usercpu_time_millis: 36.452, usercpu_time_millis_testing: 3.049, usercpu_time_millis_training: 33.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1906.0729, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0244, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0283, root_relative_squared_error: 0.0594, scimark_benchmark: 1292.8066, usercpu_time_millis: 77.058, usercpu_time_millis_testing: 2.156, usercpu_time_millis_training: 74.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.1418, mean_absolute_error: 0.0044, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0098, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0131, root_relative_squared_error: 0.0275, scimark_benchmark: 1289.6004, usercpu_time_millis: 79.514, usercpu_time_millis_testing: 2.211, usercpu_time_millis_training: 77.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1732.1161, mean_absolute_error: 0.063, 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: 0.139, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0983, root_relative_squared_error: 0.2066, scimark_benchmark: 1300.6878, usercpu_time_millis: 102.856, usercpu_time_millis_testing: 4.414, usercpu_time_millis_training: 98.442,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9851, kappa: 0.9671, kb_relative_information_score: 1424.5639, mean_absolute_error: 0.1475, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9851, predictive_accuracy: 0.9851, prior_entropy: 0.9313, recall: 0.9851, relative_absolute_error: 0.3256, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1885, root_relative_squared_error: 0.396, scimark_benchmark: 1302.6294, usercpu_time_millis: 19.339, usercpu_time_millis_testing: 1.169, usercpu_time_millis_training: 18.17,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.0426, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0089, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0183, root_relative_squared_error: 0.0385, scimark_benchmark: 1290.8431, usercpu_time_millis: 2.63, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 2.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.6651, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0128, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0181, root_relative_squared_error: 0.0381, scimark_benchmark: 1312.1435, usercpu_time_millis: 111.079, usercpu_time_millis_testing: 2.993, usercpu_time_millis_training: 108.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.7962, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0071, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0122, root_relative_squared_error: 0.0257, scimark_benchmark: 1288.5066, usercpu_time_millis: 33.221, usercpu_time_millis_testing: 1.009, usercpu_time_millis_training: 32.212,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1895.2202, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0321, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0321, root_relative_squared_error: 0.0674, scimark_benchmark: 1294.2946, usercpu_time_millis: 62.449, usercpu_time_millis_testing: 2.164, usercpu_time_millis_training: 60.285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9912, kappa: 0.9806, kb_relative_information_score: 1502.7082, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9313, recall: 0.9912, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.3502, scimark_benchmark: 1297.4843, usercpu_time_millis: 77.874, usercpu_time_millis_testing: 4.154, usercpu_time_millis_training: 73.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1861.1715, mean_absolute_error: 0.025, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0552, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0491, root_relative_squared_error: 0.1032, scimark_benchmark: 1314.4122, usercpu_time_millis: 84.921, usercpu_time_millis_testing: 3.039, usercpu_time_millis_training: 81.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9757, kappa: 0.9463, kb_relative_information_score: 1285.4387, mean_absolute_error: 0.183, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9758, predictive_accuracy: 0.9758, prior_entropy: 0.9313, recall: 0.9758, relative_absolute_error: 0.4039, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2245, root_relative_squared_error: 0.4716, scimark_benchmark: 1281.3333, usercpu_time_millis: 28.957, usercpu_time_millis_testing: 1.954, usercpu_time_millis_training: 27.003,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1894.3814, mean_absolute_error: 0.0146, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0323, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0364, root_relative_squared_error: 0.0765, scimark_benchmark: 1314.104, usercpu_time_millis: 85.266, usercpu_time_millis_testing: 1.921, usercpu_time_millis_training: 83.345,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.5151, mean_absolute_error: 0.0014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0074, root_relative_squared_error: 0.0156, scimark_benchmark: 1310.9243, usercpu_time_millis: 19.13, usercpu_time_millis_testing: 0.478, usercpu_time_millis_training: 18.652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1861.2465, mean_absolute_error: 0.0249, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0549, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0516, root_relative_squared_error: 0.1085, scimark_benchmark: 1309.8626, usercpu_time_millis: 21.062, usercpu_time_millis_testing: 0.668, usercpu_time_millis_training: 20.394,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.6659, 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: 0.0318, root_relative_squared_error: 0.0667, scimark_benchmark: 1290.4978, usercpu_time_millis: 23.584, usercpu_time_millis_testing: 0.624, usercpu_time_millis_training: 22.96,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.9787, mean_absolute_error: 0.0086, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0217, root_relative_squared_error: 0.0455, scimark_benchmark: 1283.8127, usercpu_time_millis: 95.467, usercpu_time_millis_testing: 3.202, usercpu_time_millis_training: 92.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1816.5321, mean_absolute_error: 0.0378, 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: 0.0834, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.1546, scimark_benchmark: 1287.5661, usercpu_time_millis: 3.84, usercpu_time_millis_testing: 0.192, usercpu_time_millis_training: 3.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 1754.6486, mean_absolute_error: 0.0564, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.1245, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.091, root_relative_squared_error: 0.1912, scimark_benchmark: 1322.5027, usercpu_time_millis: 73.316, usercpu_time_millis_testing: 2.474, usercpu_time_millis_training: 70.842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1787.6643, mean_absolute_error: 0.0474, 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: 0.1046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0739, root_relative_squared_error: 0.1552, scimark_benchmark: 1313.6439, usercpu_time_millis: 76.569, usercpu_time_millis_testing: 3.298, usercpu_time_millis_training: 73.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.8404, kappa: 0.639, kb_relative_information_score: 656.4958, mean_absolute_error: 0.3248, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8727, predictive_accuracy: 0.8516, prior_entropy: 0.9313, recall: 0.8516, relative_absolute_error: 0.7169, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3609, root_relative_squared_error: 0.7583, scimark_benchmark: 1298.0566, usercpu_time_millis: 13.164, usercpu_time_millis_testing: 1.283, usercpu_time_millis_training: 11.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9933, kappa: 0.9852, kb_relative_information_score: 1528.5625, mean_absolute_error: 0.1199, 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: 0.2647, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1593, root_relative_squared_error: 0.3347, scimark_benchmark: 1301.1991, usercpu_time_millis: 89.455, usercpu_time_millis_testing: 4.703, usercpu_time_millis_training: 84.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9827, f_measure: 0.8806, kappa: 0.7302, kb_relative_information_score: 766.8364, mean_absolute_error: 0.3014, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9008, predictive_accuracy: 0.8867, prior_entropy: 0.9313, recall: 0.8867, relative_absolute_error: 0.6653, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3393, root_relative_squared_error: 0.7128, scimark_benchmark: 1294.9844, usercpu_time_millis: 31.618, usercpu_time_millis_testing: 2.929, usercpu_time_millis_training: 28.689,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1776.1657, mean_absolute_error: 0.0492, 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: 0.1086, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.1915, scimark_benchmark: 1295.2064, usercpu_time_millis: 1.956, usercpu_time_millis_testing: 0.145, usercpu_time_millis_training: 1.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1911.5627, mean_absolute_error: 0.0092, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0202, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0299, root_relative_squared_error: 0.0628, scimark_benchmark: 1306.6667, usercpu_time_millis: 118.365, usercpu_time_millis_testing: 3.006, usercpu_time_millis_training: 115.359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9949, kappa: 0.9886, kb_relative_information_score: 1648.2834, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9949, predictive_accuracy: 0.9948, prior_entropy: 0.9313, recall: 0.9948, relative_absolute_error: 0.1917, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1246, root_relative_squared_error: 0.2618, scimark_benchmark: 1310.9108, usercpu_time_millis: 97.002, usercpu_time_millis_testing: 4.691, usercpu_time_millis_training: 92.311,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1887.8758, mean_absolute_error: 0.0168, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0371, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0371, root_relative_squared_error: 0.078, scimark_benchmark: 1295.0212, usercpu_time_millis: 100.088, usercpu_time_millis_testing: 3.313, usercpu_time_millis_training: 96.775,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.6661, mean_absolute_error: 0.0033, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0072, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0109, root_relative_squared_error: 0.0229, scimark_benchmark: 1287.9779, usercpu_time_millis: 56.869, usercpu_time_millis_testing: 1.713, usercpu_time_millis_training: 55.156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1854.4539, 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: 0.059, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0564, root_relative_squared_error: 0.1186, scimark_benchmark: 1322.1391, usercpu_time_millis: 20.034, usercpu_time_millis_testing: 0.73, usercpu_time_millis_training: 19.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1835.7446, mean_absolute_error: 0.033, 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: 0.0728, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0545, root_relative_squared_error: 0.1145, scimark_benchmark: 1292.3023, usercpu_time_millis: 20.074, usercpu_time_millis_testing: 0.711, usercpu_time_millis_training: 19.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1923.0557, mean_absolute_error: 0.0057, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0126, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0177, root_relative_squared_error: 0.0372, scimark_benchmark: 1291.4236, usercpu_time_millis: 56.408, usercpu_time_millis_testing: 1.486, usercpu_time_millis_training: 54.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.3421, 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: 0.011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0147, root_relative_squared_error: 0.0308, scimark_benchmark: 1325.6433, usercpu_time_millis: 41.046, usercpu_time_millis_testing: 1.188, usercpu_time_millis_training: 39.858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.027, mean_absolute_error: 0.0032, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0108, root_relative_squared_error: 0.0227, scimark_benchmark: 1318.6861, usercpu_time_millis: 118.623, usercpu_time_millis_testing: 3.74, usercpu_time_millis_training: 114.883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9731, kappa: 0.9402, kb_relative_information_score: 1156.4609, mean_absolute_error: 0.2132, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9735, predictive_accuracy: 0.9732, prior_entropy: 0.9313, recall: 0.9732, relative_absolute_error: 0.4706, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2561, root_relative_squared_error: 0.5382, scimark_benchmark: 1320.7548, usercpu_time_millis: 65.378, usercpu_time_millis_testing: 5.192, usercpu_time_millis_training: 60.186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1924.1265, mean_absolute_error: 0.0053, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0116, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0215, root_relative_squared_error: 0.0451, scimark_benchmark: 1324.4957, usercpu_time_millis: 153.071, usercpu_time_millis_testing: 3.404, usercpu_time_millis_training: 149.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.1258, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0161, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.019, root_relative_squared_error: 0.04, scimark_benchmark: 1325.6617, usercpu_time_millis: 10.778, usercpu_time_millis_testing: 0.368, usercpu_time_millis_training: 10.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.8079, 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: 0.0231, root_relative_squared_error: 0.0486, scimark_benchmark: 1295.4251, usercpu_time_millis: 128.501, usercpu_time_millis_testing: 3.012, usercpu_time_millis_training: 125.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1895.4125, mean_absolute_error: 0.0143, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0357, root_relative_squared_error: 0.0751, scimark_benchmark: 1292.9669, usercpu_time_millis: 57.17, usercpu_time_millis_testing: 1.708, usercpu_time_millis_training: 55.462,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.8666, kappa: 0.6983, kb_relative_information_score: 738.4919, mean_absolute_error: 0.3076, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8912, predictive_accuracy: 0.8743, prior_entropy: 0.9313, recall: 0.8743, relative_absolute_error: 0.6789, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3448, root_relative_squared_error: 0.7246, scimark_benchmark: 1292.9907, usercpu_time_millis: 56.885, usercpu_time_millis_testing: 5.53, usercpu_time_millis_training: 51.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1882.1306, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0408, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0413, root_relative_squared_error: 0.0868, scimark_benchmark: 1298.4529, usercpu_time_millis: 60.733, usercpu_time_millis_testing: 2.02, usercpu_time_millis_training: 58.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.9309, 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: 0.0085, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0126, root_relative_squared_error: 0.0265, scimark_benchmark: 1323.6068, usercpu_time_millis: 33.141, usercpu_time_millis_testing: 0.94, usercpu_time_millis_training: 32.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1844.5315, mean_absolute_error: 0.0299, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.066, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0587, root_relative_squared_error: 0.1234, scimark_benchmark: 1303.9441, usercpu_time_millis: 63.817, usercpu_time_millis_testing: 2.415, usercpu_time_millis_training: 61.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.4578, 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: 0.0002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0012, root_relative_squared_error: 0.0024, scimark_benchmark: 1305.8062, usercpu_time_millis: 77.738, usercpu_time_millis_testing: 1.273, usercpu_time_millis_training: 76.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 1749.5449, mean_absolute_error: 0.0577, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9979, predictive_accuracy: 0.9979, prior_entropy: 0.9313, recall: 0.9979, relative_absolute_error: 0.1273, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1981, scimark_benchmark: 1301.7343, usercpu_time_millis: 8.143, usercpu_time_millis_testing: 0.338, usercpu_time_millis_training: 7.805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9815, f_measure: 0.9042, kappa: 0.7845, kb_relative_information_score: 811.8014, mean_absolute_error: 0.291, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9133, predictive_accuracy: 0.9073, prior_entropy: 0.9313, recall: 0.9073, relative_absolute_error: 0.6423, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.331, root_relative_squared_error: 0.6954, scimark_benchmark: 1319.0493, usercpu_time_millis: 44.187, usercpu_time_millis_testing: 3.835, usercpu_time_millis_training: 40.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.3658, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0119, root_relative_squared_error: 0.0249, scimark_benchmark: 1276.2763, usercpu_time_millis: 144.059, usercpu_time_millis_testing: 3.156, usercpu_time_millis_training: 140.903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1884.728, 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: 0.0389, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0415, root_relative_squared_error: 0.0873, scimark_benchmark: 1296.1252, usercpu_time_millis: 52.837, usercpu_time_millis_testing: 1.659, usercpu_time_millis_training: 51.178,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.2628, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0257, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0294, root_relative_squared_error: 0.0619, scimark_benchmark: 1317.7125, usercpu_time_millis: 45.341, usercpu_time_millis_testing: 1.183, usercpu_time_millis_training: 44.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.2307, mean_absolute_error: 0.0015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0032, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0057, root_relative_squared_error: 0.012, scimark_benchmark: 1300.5833, usercpu_time_millis: 56.7, usercpu_time_millis_testing: 1.5, usercpu_time_millis_training: 55.2,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.6023, mean_absolute_error: 0.0013, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0064, root_relative_squared_error: 0.0135, scimark_benchmark: 1311.1573, usercpu_time_millis: 117.707, usercpu_time_millis_testing: 2.628, usercpu_time_millis_training: 115.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.3811, mean_absolute_error: 0.0017, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0038, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.007, root_relative_squared_error: 0.0147, scimark_benchmark: 1296.1044, usercpu_time_millis: 126.6, usercpu_time_millis_testing: 2.754, usercpu_time_millis_training: 123.846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1924.072, mean_absolute_error: 0.0054, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0119, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0352, scimark_benchmark: 1309.793, usercpu_time_millis: 37.544, usercpu_time_millis_testing: 1.266, usercpu_time_millis_training: 36.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.3472, mean_absolute_error: 0.0034, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0074, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0116, root_relative_squared_error: 0.0244, scimark_benchmark: 1322.4027, usercpu_time_millis: 16.578, usercpu_time_millis_testing: 0.472, usercpu_time_millis_training: 16.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1567.3946, mean_absolute_error: 0.1093, 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: 0.2412, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1482, root_relative_squared_error: 0.3115, scimark_benchmark: 1292.5988, usercpu_time_millis: 55.736, usercpu_time_millis_testing: 2.939, usercpu_time_millis_training: 52.797,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.4709, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0067, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0097, root_relative_squared_error: 0.0204, scimark_benchmark: 1282.3988, usercpu_time_millis: 112.28, usercpu_time_millis_testing: 2.857, usercpu_time_millis_training: 109.423,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1921.4998, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0138, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0354, scimark_benchmark: 1301.606, usercpu_time_millis: 68.791, usercpu_time_millis_testing: 2.289, usercpu_time_millis_training: 66.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.9394, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0049, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0083, root_relative_squared_error: 0.0175, scimark_benchmark: 1288.3728, usercpu_time_millis: 106.602, usercpu_time_millis_testing: 2.165, usercpu_time_millis_training: 104.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9912, kappa: 0.9806, kb_relative_information_score: 1458.7794, mean_absolute_error: 0.1386, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9912, predictive_accuracy: 0.9912, prior_entropy: 0.9313, recall: 0.9912, relative_absolute_error: 0.306, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1789, root_relative_squared_error: 0.376, scimark_benchmark: 1313.8621, usercpu_time_millis: 75.597, usercpu_time_millis_testing: 4.031, usercpu_time_millis_training: 71.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1883.7595, mean_absolute_error: 0.018, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0398, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.04, root_relative_squared_error: 0.0841, scimark_benchmark: 1291.797, usercpu_time_millis: 85.745, usercpu_time_millis_testing: 2.84, usercpu_time_millis_training: 82.905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.5831, mean_absolute_error: 0.003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0065, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0111, root_relative_squared_error: 0.0233, scimark_benchmark: 1293.8241, usercpu_time_millis: 172.749, usercpu_time_millis_testing: 3.394, usercpu_time_millis_training: 169.355,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1897.5467, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0301, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0355, root_relative_squared_error: 0.0746, scimark_benchmark: 1306.1725, usercpu_time_millis: 122.428, usercpu_time_millis_testing: 3.513, usercpu_time_millis_training: 118.915,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.7, mean_absolute_error: 0.0016, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0036, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.009, root_relative_squared_error: 0.0189, scimark_benchmark: 1317.7602, usercpu_time_millis: 62.82, usercpu_time_millis_testing: 1.377, usercpu_time_millis_training: 61.443,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1872.8312, mean_absolute_error: 0.0213, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.047, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0469, root_relative_squared_error: 0.0986, scimark_benchmark: 1315.9295, usercpu_time_millis: 104.717, usercpu_time_millis_testing: 2.965, usercpu_time_millis_training: 101.752,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.6014, mean_absolute_error: 0.002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0044, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0081, root_relative_squared_error: 0.017, scimark_benchmark: 1286.0247, usercpu_time_millis: 18.472, usercpu_time_millis_testing: 0.738, usercpu_time_millis_training: 17.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.9517, 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: 0.0084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0134, root_relative_squared_error: 0.0282, scimark_benchmark: 1282.9751, usercpu_time_millis: 62.264, usercpu_time_millis_testing: 1.78, usercpu_time_millis_training: 60.484,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1715.3479, mean_absolute_error: 0.0677, 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: 0.1494, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1041, root_relative_squared_error: 0.2187, scimark_benchmark: 1305.0811, usercpu_time_millis: 33.42, usercpu_time_millis_testing: 1.345, usercpu_time_millis_training: 32.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.6804, mean_absolute_error: 0.0019, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0042, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0122, root_relative_squared_error: 0.0257, scimark_benchmark: 1292.1445, usercpu_time_millis: 5.695, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 5.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.4649, mean_absolute_error: 0.0011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0023, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0063, root_relative_squared_error: 0.0132, scimark_benchmark: 1292.4583, usercpu_time_millis: 25.482, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 24.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9871, kappa: 0.9715, kb_relative_information_score: 1434.886, mean_absolute_error: 0.1449, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9871, predictive_accuracy: 0.9871, prior_entropy: 0.9313, recall: 0.9871, relative_absolute_error: 0.3198, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1851, root_relative_squared_error: 0.3889, scimark_benchmark: 1309.9307, usercpu_time_millis: 82.985, usercpu_time_millis_testing: 5.13, usercpu_time_millis_training: 77.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9768, kappa: 0.9486, kb_relative_information_score: 1302.0058, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9768, predictive_accuracy: 0.9768, prior_entropy: 0.9313, recall: 0.9768, relative_absolute_error: 0.3942, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2206, root_relative_squared_error: 0.4635, scimark_benchmark: 1301.4162, usercpu_time_millis: 26.163, usercpu_time_millis_testing: 2.124, usercpu_time_millis_training: 24.039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.898, mean_absolute_error: 0.0022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0112, root_relative_squared_error: 0.0236, scimark_benchmark: 1319.1211, usercpu_time_millis: 98.518, usercpu_time_millis_testing: 2.198, usercpu_time_millis_training: 96.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1899.9583, mean_absolute_error: 0.0125, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0276, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0421, root_relative_squared_error: 0.0885, scimark_benchmark: 1316.8442, usercpu_time_millis: 1.75, usercpu_time_millis_testing: 0.188, usercpu_time_millis_training: 1.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1634.924, mean_absolute_error: 0.0906, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9948, predictive_accuracy: 0.9948, prior_entropy: 0.9313, recall: 0.9948, relative_absolute_error: 0.1999, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1286, root_relative_squared_error: 0.2701, scimark_benchmark: 1291.8883, usercpu_time_millis: 30.513, usercpu_time_millis_testing: 1.819, usercpu_time_millis_training: 28.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.6775, mean_absolute_error: 0.0087, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0192, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0238, root_relative_squared_error: 0.0499, scimark_benchmark: 1319.6307, usercpu_time_millis: 36.955, usercpu_time_millis_testing: 1.239, usercpu_time_millis_training: 35.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9881, kappa: 0.9738, kb_relative_information_score: 1393.9519, mean_absolute_error: 0.1552, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9882, predictive_accuracy: 0.9882, prior_entropy: 0.9313, recall: 0.9882, relative_absolute_error: 0.3427, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1971, root_relative_squared_error: 0.4141, scimark_benchmark: 1310.0537, usercpu_time_millis: 100.436, usercpu_time_millis_testing: 6.154, usercpu_time_millis_training: 94.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.0121, mean_absolute_error: 0.0041, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0171, root_relative_squared_error: 0.0359, scimark_benchmark: 1317.3824, usercpu_time_millis: 22.924, usercpu_time_millis_testing: 0.633, usercpu_time_millis_training: 22.291,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1579.3233, mean_absolute_error: 0.106, 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: 0.2339, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1458, root_relative_squared_error: 0.3063, scimark_benchmark: 1318.1073, usercpu_time_millis: 32.775, usercpu_time_millis_testing: 1.64, usercpu_time_millis_training: 31.135,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.3726, mean_absolute_error: 0.0027, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.006, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0089, root_relative_squared_error: 0.0187, scimark_benchmark: 1316.0384, usercpu_time_millis: 118.027, usercpu_time_millis_testing: 2.795, usercpu_time_millis_training: 115.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9778, kappa: 0.9509, kb_relative_information_score: 1318.1762, mean_absolute_error: 0.1746, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9778, predictive_accuracy: 0.9778, prior_entropy: 0.9313, recall: 0.9778, relative_absolute_error: 0.3853, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2164, root_relative_squared_error: 0.4547, scimark_benchmark: 1292.1575, usercpu_time_millis: 17.978, usercpu_time_millis_testing: 1.19, usercpu_time_millis_training: 16.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1872.2823, 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: 0.0476, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0454, root_relative_squared_error: 0.0953, scimark_benchmark: 1284.5956, usercpu_time_millis: 31.737, usercpu_time_millis_testing: 1.184, usercpu_time_millis_training: 30.553,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1633.4924, mean_absolute_error: 0.091, 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: 0.2008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1291, root_relative_squared_error: 0.2713, scimark_benchmark: 1303.8389, usercpu_time_millis: 53.432, usercpu_time_millis_testing: 2.807, usercpu_time_millis_training: 50.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.8816, mean_absolute_error: 0.0006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0013, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0031, root_relative_squared_error: 0.0066, scimark_benchmark: 1292.2277, usercpu_time_millis: 110.846, usercpu_time_millis_testing: 2.567, usercpu_time_millis_training: 108.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.6795, mean_absolute_error: 0.0007, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0015, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0032, root_relative_squared_error: 0.0067, scimark_benchmark: 1317.7152, usercpu_time_millis: 151.468, usercpu_time_millis_testing: 2.833, usercpu_time_millis_training: 148.635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1900.2585, mean_absolute_error: 0.0127, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0281, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0355, root_relative_squared_error: 0.0745, scimark_benchmark: 1307.7948, usercpu_time_millis: 2.586, usercpu_time_millis_testing: 0.14, usercpu_time_millis_training: 2.446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.8893, kappa: 0.75, kb_relative_information_score: 795.1694, mean_absolute_error: 0.2955, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9067, predictive_accuracy: 0.8944, prior_entropy: 0.9313, recall: 0.8944, relative_absolute_error: 0.6522, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.7009, scimark_benchmark: 1286.9683, usercpu_time_millis: 66.399, usercpu_time_millis_testing: 5.966, usercpu_time_millis_training: 60.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1921.5322, mean_absolute_error: 0.0062, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0136, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0192, root_relative_squared_error: 0.0403, scimark_benchmark: 1303.2052, usercpu_time_millis: 90.782, usercpu_time_millis_testing: 2.189, usercpu_time_millis_training: 88.593,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1741.4293, mean_absolute_error: 0.0603, 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: 0.1332, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.2001, scimark_benchmark: 1297.5161, usercpu_time_millis: 54.392, usercpu_time_millis_testing: 2.362, usercpu_time_millis_training: 52.03,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1782.5799, mean_absolute_error: 0.0481, 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: 0.1062, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0825, root_relative_squared_error: 0.1734, scimark_benchmark: 1295.2245, usercpu_time_millis: 18.874, usercpu_time_millis_testing: 0.71, usercpu_time_millis_training: 18.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1727.0202, mean_absolute_error: 0.0644, 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: 0.1422, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1002, root_relative_squared_error: 0.2105, scimark_benchmark: 1305.469, usercpu_time_millis: 39.873, usercpu_time_millis_testing: 1.379, usercpu_time_millis_training: 38.494,

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