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: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1859.8273, mean_absolute_error: 0.0254, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0512, root_relative_squared_error: 0.1077, scimark_benchmark: 1304.4814, usercpu_time_millis: 31.605, usercpu_time_millis_testing: 1.183, usercpu_time_millis_training: 30.422,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.985, kappa: 0.9669, kb_relative_information_score: 1338.5715, mean_absolute_error: 0.1692, 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: 0.3735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2114, root_relative_squared_error: 0.4442, scimark_benchmark: 1320.2496, usercpu_time_millis: 37.435, usercpu_time_millis_testing: 2.197, usercpu_time_millis_training: 35.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1905.9341, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.024, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0353, root_relative_squared_error: 0.0742, scimark_benchmark: 1326.662, usercpu_time_millis: 1.803, usercpu_time_millis_testing: 0.11, usercpu_time_millis_training: 1.693,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.0041, 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: 0.0041, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0071, root_relative_squared_error: 0.0149, scimark_benchmark: 1320.8677, usercpu_time_millis: 50.637, usercpu_time_millis_testing: 1.391, usercpu_time_millis_training: 49.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.9819, 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: 0.0041, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0069, root_relative_squared_error: 0.0145, scimark_benchmark: 1296.5336, usercpu_time_millis: 54.858, usercpu_time_millis_testing: 1.528, usercpu_time_millis_training: 53.33,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1896.7783, 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: 0.0324, root_relative_squared_error: 0.0681, scimark_benchmark: 1291.8703, usercpu_time_millis: 28.495, usercpu_time_millis_testing: 0.943, usercpu_time_millis_training: 27.552,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1925.0336, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0112, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0156, root_relative_squared_error: 0.0328, scimark_benchmark: 1320.866, usercpu_time_millis: 79.048, usercpu_time_millis_testing: 1.982, usercpu_time_millis_training: 77.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.982, kappa: 0.9602, kb_relative_information_score: 1409.235, mean_absolute_error: 0.1515, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.982, predictive_accuracy: 0.982, prior_entropy: 0.9313, recall: 0.982, relative_absolute_error: 0.3344, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.4043, scimark_benchmark: 1306.4999, usercpu_time_millis: 59.484, usercpu_time_millis_testing: 3.99, usercpu_time_millis_training: 55.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1917.2038, mean_absolute_error: 0.0074, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0164, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0262, root_relative_squared_error: 0.0551, scimark_benchmark: 1289.709, usercpu_time_millis: 6.4, usercpu_time_millis_testing: 0.219, usercpu_time_millis_training: 6.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.9866, 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: 0.0041, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0076, root_relative_squared_error: 0.016, scimark_benchmark: 1312.1026, usercpu_time_millis: 27.891, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 27.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1916.9422, mean_absolute_error: 0.0077, 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: 0.0209, root_relative_squared_error: 0.044, scimark_benchmark: 1311.1025, usercpu_time_millis: 71.914, usercpu_time_millis_testing: 2.342, usercpu_time_millis_training: 69.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1881.4535, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.041, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.0928, scimark_benchmark: 1295.6046, usercpu_time_millis: 40.549, usercpu_time_millis_testing: 1.215, usercpu_time_millis_training: 39.334,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1522.952, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9923, predictive_accuracy: 0.9923, prior_entropy: 0.9313, recall: 0.9923, relative_absolute_error: 0.2681, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1613, root_relative_squared_error: 0.339, scimark_benchmark: 1313.0004, usercpu_time_millis: 50.337, usercpu_time_millis_testing: 3.055, usercpu_time_millis_training: 47.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1870.7705, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0482, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0487, root_relative_squared_error: 0.1024, scimark_benchmark: 1281.1599, usercpu_time_millis: 87.857, usercpu_time_millis_testing: 2.75, usercpu_time_millis_training: 85.107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.9991, 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: 0.0012, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0038, root_relative_squared_error: 0.008, scimark_benchmark: 1290.1266, usercpu_time_millis: 157.694, usercpu_time_millis_testing: 2.965, usercpu_time_millis_training: 154.729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.9881, kappa: 0.9738, kb_relative_information_score: 1391.2312, mean_absolute_error: 0.156, 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: 0.3444, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1977, root_relative_squared_error: 0.4154, scimark_benchmark: 1288.4436, usercpu_time_millis: 125.95, usercpu_time_millis_testing: 7.262, usercpu_time_millis_training: 118.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.3897, 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: 0.0009, root_relative_squared_error: 0.0019, scimark_benchmark: 1308.6435, usercpu_time_millis: 81.031, usercpu_time_millis_testing: 1.492, usercpu_time_millis_training: 79.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1870.5751, mean_absolute_error: 0.022, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0485, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0476, root_relative_squared_error: 0.1, scimark_benchmark: 1301.6625, usercpu_time_millis: 29.97, usercpu_time_millis_testing: 0.783, usercpu_time_millis_training: 29.187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1837.1039, mean_absolute_error: 0.0323, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0591, root_relative_squared_error: 0.1243, scimark_benchmark: 1317.2696, usercpu_time_millis: 48.404, usercpu_time_millis_testing: 1.929, usercpu_time_millis_training: 46.475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9892, kappa: 0.9761, kb_relative_information_score: 1536.715, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 0.9313, recall: 0.9892, relative_absolute_error: 0.2585, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1591, root_relative_squared_error: 0.3343, scimark_benchmark: 1300.3478, usercpu_time_millis: 4.232, usercpu_time_millis_testing: 0.24, usercpu_time_millis_training: 3.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1696.0756, mean_absolute_error: 0.0734, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9964, predictive_accuracy: 0.9964, prior_entropy: 0.9313, recall: 0.9964, relative_absolute_error: 0.1619, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1096, root_relative_squared_error: 0.2304, scimark_benchmark: 1302.1967, usercpu_time_millis: 60.269, usercpu_time_millis_testing: 2.998, usercpu_time_millis_training: 57.271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9943, kappa: 0.9875, kb_relative_information_score: 1612.392, mean_absolute_error: 0.097, 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: 0.214, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1352, root_relative_squared_error: 0.2841, scimark_benchmark: 1315.6926, usercpu_time_millis: 94.216, usercpu_time_millis_testing: 4.443, usercpu_time_millis_training: 89.773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9892, kappa: 0.9761, kb_relative_information_score: 1477.1367, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9892, predictive_accuracy: 0.9892, prior_entropy: 0.9313, recall: 0.9892, relative_absolute_error: 0.2948, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.174, root_relative_squared_error: 0.3656, scimark_benchmark: 1327.6995, usercpu_time_millis: 44.613, usercpu_time_millis_testing: 2.849, usercpu_time_millis_training: 41.764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1914.3119, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0184, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0278, root_relative_squared_error: 0.0584, scimark_benchmark: 1292.3856, usercpu_time_millis: 68.302, usercpu_time_millis_testing: 1.666, usercpu_time_millis_training: 66.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1824.9092, mean_absolute_error: 0.0357, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0665, root_relative_squared_error: 0.1397, scimark_benchmark: 1303.388, usercpu_time_millis: 77.006, usercpu_time_millis_testing: 2.693, usercpu_time_millis_training: 74.313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1783.4347, mean_absolute_error: 0.048, 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: 0.1059, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0815, root_relative_squared_error: 0.1712, scimark_benchmark: 1319.217, usercpu_time_millis: 57.927, usercpu_time_millis_testing: 2.476, usercpu_time_millis_training: 55.451,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1793.9238, mean_absolute_error: 0.045, 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: 0.0992, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0774, root_relative_squared_error: 0.1626, scimark_benchmark: 1298.5749, usercpu_time_millis: 101.675, usercpu_time_millis_testing: 4.016, usercpu_time_millis_training: 97.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.4112, 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: 0.0031, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0051, root_relative_squared_error: 0.0107, scimark_benchmark: 1300.6747, usercpu_time_millis: 99.924, usercpu_time_millis_testing: 2.677, usercpu_time_millis_training: 97.247,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.8052, 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: 0.0028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0056, root_relative_squared_error: 0.0117, scimark_benchmark: 1295.8475, usercpu_time_millis: 39.334, usercpu_time_millis_testing: 0.803, usercpu_time_millis_training: 38.531,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1679.802, mean_absolute_error: 0.078, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9959, predictive_accuracy: 0.9959, prior_entropy: 0.9313, recall: 0.9959, relative_absolute_error: 0.1721, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1148, root_relative_squared_error: 0.2412, scimark_benchmark: 1325.2742, usercpu_time_millis: 70.491, usercpu_time_millis_testing: 3.387, usercpu_time_millis_training: 67.104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1829.2001, mean_absolute_error: 0.0346, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0763, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0639, root_relative_squared_error: 0.1343, scimark_benchmark: 1295.6547, usercpu_time_millis: 36.637, usercpu_time_millis_testing: 1.283, usercpu_time_millis_training: 35.354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.5343, mean_absolute_error: 0.0043, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0095, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0127, root_relative_squared_error: 0.0268, scimark_benchmark: 1321.3301, usercpu_time_millis: 83.937, usercpu_time_millis_testing: 2.435, usercpu_time_millis_training: 81.502,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0373, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0012, root_relative_squared_error: 0.0024, scimark_benchmark: 1322.647, usercpu_time_millis: 98.984, usercpu_time_millis_testing: 1.944, usercpu_time_millis_training: 97.04,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1913.702, 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: 0.0191, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0239, root_relative_squared_error: 0.0503, scimark_benchmark: 1303.3598, usercpu_time_millis: 93.128, usercpu_time_millis_testing: 2.684, usercpu_time_millis_training: 90.444,
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: 1328.1648, usercpu_time_millis: 116.182, usercpu_time_millis_testing: 2.609, usercpu_time_millis_training: 113.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.1845, mean_absolute_error: 0.0005, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0011, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0037, root_relative_squared_error: 0.0078, scimark_benchmark: 1329.9506, usercpu_time_millis: 163.911, usercpu_time_millis_testing: 3.252, usercpu_time_millis_training: 160.659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.2925, mean_absolute_error: 0.006, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0132, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0162, root_relative_squared_error: 0.0341, scimark_benchmark: 1302.8143, usercpu_time_millis: 90.182, usercpu_time_millis_testing: 2.667, usercpu_time_millis_training: 87.515,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1930.9665, 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: 0.0115, root_relative_squared_error: 0.0241, scimark_benchmark: 1306.6791, usercpu_time_millis: 41.067, usercpu_time_millis_testing: 1.519, usercpu_time_millis_training: 39.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1673.3517, mean_absolute_error: 0.0799, 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: 0.1763, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1166, root_relative_squared_error: 0.2451, scimark_benchmark: 1298.661, usercpu_time_millis: 90.73, usercpu_time_millis_testing: 3.887, usercpu_time_millis_training: 86.843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1906.2986, mean_absolute_error: 0.011, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0279, root_relative_squared_error: 0.0587, scimark_benchmark: 1298.6038, usercpu_time_millis: 79.552, usercpu_time_millis_testing: 2.184, usercpu_time_millis_training: 77.368,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 1776.6075, mean_absolute_error: 0.05, 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: 0.1104, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.084, root_relative_squared_error: 0.1765, scimark_benchmark: 1305.0686, usercpu_time_millis: 18.806, usercpu_time_millis_testing: 0.802, usercpu_time_millis_training: 18.004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1802.1142, mean_absolute_error: 0.0428, 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: 0.0944, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.072, root_relative_squared_error: 0.1514, scimark_benchmark: 1300.3813, usercpu_time_millis: 32.974, usercpu_time_millis_testing: 1.589, usercpu_time_millis_training: 31.385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1900.3605, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0286, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.0602, scimark_benchmark: 1323.9397, usercpu_time_millis: 83.747, usercpu_time_millis_testing: 2.822, usercpu_time_millis_training: 80.925,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.7371, 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: 0.0129, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0163, root_relative_squared_error: 0.0342, scimark_benchmark: 1293.9221, usercpu_time_millis: 42.101, usercpu_time_millis_testing: 1.594, usercpu_time_millis_training: 40.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9845, kappa: 0.9657, kb_relative_information_score: 1300.8609, mean_absolute_error: 0.179, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9846, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.395, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2205, root_relative_squared_error: 0.4634, scimark_benchmark: 1328.6992, usercpu_time_millis: 46.313, usercpu_time_millis_testing: 3.071, usercpu_time_millis_training: 43.242,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9793, kappa: 0.9543, kb_relative_information_score: 1270.7037, mean_absolute_error: 0.1863, 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: 0.4113, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2281, root_relative_squared_error: 0.4792, scimark_benchmark: 1307.8611, usercpu_time_millis: 24.867, usercpu_time_millis_testing: 1.761, usercpu_time_millis_training: 23.106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1933.622, mean_absolute_error: 0.0023, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.005, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0112, root_relative_squared_error: 0.0235, scimark_benchmark: 1314.6414, usercpu_time_millis: 71.091, usercpu_time_millis_testing: 1.436, usercpu_time_millis_training: 69.655,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.3909, 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: 0.0051, root_relative_squared_error: 0.0106, scimark_benchmark: 1288.975, usercpu_time_millis: 129.845, usercpu_time_millis_testing: 2.282, usercpu_time_millis_training: 127.563,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9605, kappa: 0.912, kb_relative_information_score: 1050.1737, mean_absolute_error: 0.2383, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9616, predictive_accuracy: 0.9608, prior_entropy: 0.9313, recall: 0.9608, relative_absolute_error: 0.5259, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2801, root_relative_squared_error: 0.5885, scimark_benchmark: 1314.3325, usercpu_time_millis: 61.205, usercpu_time_millis_testing: 4.856, usercpu_time_millis_training: 56.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1921.3445, mean_absolute_error: 0.0063, 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: 0.0179, root_relative_squared_error: 0.0376, scimark_benchmark: 1316.4434, usercpu_time_millis: 52.105, usercpu_time_millis_testing: 1.387, usercpu_time_millis_training: 50.718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1618.9593, mean_absolute_error: 0.095, 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: 0.2096, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.2807, scimark_benchmark: 1309.9624, usercpu_time_millis: 46.298, usercpu_time_millis_testing: 2.449, usercpu_time_millis_training: 43.849,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1739.2896, mean_absolute_error: 0.0609, 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: 0.1344, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0963, root_relative_squared_error: 0.2024, scimark_benchmark: 1295.4243, usercpu_time_millis: 61.223, usercpu_time_millis_testing: 2.563, usercpu_time_millis_training: 58.66,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1786.8863, mean_absolute_error: 0.047, 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: 0.1038, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.1677, scimark_benchmark: 1297.7546, usercpu_time_millis: 58.239, usercpu_time_millis_testing: 2.306, usercpu_time_millis_training: 55.933,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1891.2041, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0346, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0376, root_relative_squared_error: 0.079, scimark_benchmark: 1288.8981, usercpu_time_millis: 56.12, usercpu_time_millis_testing: 2.009, usercpu_time_millis_training: 54.111,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1906.6436, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.024, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0286, root_relative_squared_error: 0.0601, scimark_benchmark: 1289.237, usercpu_time_millis: 121.732, usercpu_time_millis_testing: 3.008, usercpu_time_millis_training: 118.724,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.0094, 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: 0.0097, root_relative_squared_error: 0.0203, scimark_benchmark: 1322.795, usercpu_time_millis: 141.961, usercpu_time_millis_testing: 3.401, usercpu_time_millis_training: 138.56,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1767.4939, mean_absolute_error: 0.0526, 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: 0.1161, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.087, root_relative_squared_error: 0.1828, scimark_benchmark: 1254.3998, usercpu_time_millis: 47.368, usercpu_time_millis_testing: 1.919, usercpu_time_millis_training: 45.449,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1858.8893, mean_absolute_error: 0.0256, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0564, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0524, root_relative_squared_error: 0.1101, scimark_benchmark: 1297.4839, usercpu_time_millis: 21.842, usercpu_time_millis_testing: 0.708, usercpu_time_millis_training: 21.134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1618.3926, mean_absolute_error: 0.0953, 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: 0.2103, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.2807, scimark_benchmark: 1313.3276, usercpu_time_millis: 22.522, usercpu_time_millis_testing: 1.157, usercpu_time_millis_training: 21.365,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.4184, mean_absolute_error: 0.0036, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0079, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0177, root_relative_squared_error: 0.0371, scimark_benchmark: 1314.7096, usercpu_time_millis: 24.131, usercpu_time_millis_testing: 0.495, usercpu_time_millis_training: 23.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1815.6087, mean_absolute_error: 0.0386, 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: 0.0853, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.144, scimark_benchmark: 1308.8105, usercpu_time_millis: 31.188, usercpu_time_millis_testing: 1.327, usercpu_time_millis_training: 29.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.1649, mean_absolute_error: 0.0002, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0004, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0019, root_relative_squared_error: 0.0041, scimark_benchmark: 1288.359, usercpu_time_millis: 110.23, usercpu_time_millis_testing: 2.936, usercpu_time_millis_training: 107.294,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.5255, 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: 0.0063, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0177, root_relative_squared_error: 0.0372, scimark_benchmark: 1327.9944, usercpu_time_millis: 1.92, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 1.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9866, kappa: 0.9704, kb_relative_information_score: 1446.0204, mean_absolute_error: 0.1419, 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: 0.3133, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1821, root_relative_squared_error: 0.3827, scimark_benchmark: 1320.0031, usercpu_time_millis: 38.617, usercpu_time_millis_testing: 2.445, usercpu_time_millis_training: 36.172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.1747, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0168, root_relative_squared_error: 0.0354, scimark_benchmark: 1307.8675, usercpu_time_millis: 60.313, usercpu_time_millis_testing: 1.3, usercpu_time_millis_training: 59.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1932.9176, 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: 0.0101, root_relative_squared_error: 0.0211, scimark_benchmark: 1319.9172, usercpu_time_millis: 66.906, usercpu_time_millis_testing: 1.228, usercpu_time_millis_training: 65.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1912.3428, mean_absolute_error: 0.0091, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.02, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0261, root_relative_squared_error: 0.0549, scimark_benchmark: 1299.8912, usercpu_time_millis: 23.359, usercpu_time_millis_testing: 0.543, usercpu_time_millis_training: 22.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1718.3521, mean_absolute_error: 0.0664, 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: 0.1466, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1061, root_relative_squared_error: 0.2229, scimark_benchmark: 1292.9498, usercpu_time_millis: 2.594, usercpu_time_millis_testing: 0.147, usercpu_time_millis_training: 2.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1683.7504, mean_absolute_error: 0.0769, 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: 0.1697, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1136, root_relative_squared_error: 0.2387, scimark_benchmark: 1309.1198, usercpu_time_millis: 87.332, usercpu_time_millis_testing: 4.053, usercpu_time_millis_training: 83.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1879.059, 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: 0.0427, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0443, root_relative_squared_error: 0.0931, scimark_benchmark: 1318.6101, usercpu_time_millis: 34.877, usercpu_time_millis_testing: 1.318, usercpu_time_millis_training: 33.559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.0856, 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: 0.0119, root_relative_squared_error: 0.025, scimark_benchmark: 1301.9942, usercpu_time_millis: 47.695, usercpu_time_millis_testing: 1.621, usercpu_time_millis_training: 46.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9851, kappa: 0.9671, kb_relative_information_score: 1464.3997, mean_absolute_error: 0.1369, 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: 0.3022, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1778, root_relative_squared_error: 0.3736, scimark_benchmark: 1303.0613, usercpu_time_millis: 36.38, usercpu_time_millis_testing: 2.253, usercpu_time_millis_training: 34.127,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1857.605, 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: 0.0576, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.051, root_relative_squared_error: 0.1073, scimark_benchmark: 1317.1989, usercpu_time_millis: 21.003, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 20.216,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1873.8084, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0465, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0452, root_relative_squared_error: 0.0949, scimark_benchmark: 1315.0353, usercpu_time_millis: 76.166, usercpu_time_millis_testing: 2.83, usercpu_time_millis_training: 73.336,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1906.4773, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0241, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0288, root_relative_squared_error: 0.0605, scimark_benchmark: 1286.811, usercpu_time_millis: 134.466, usercpu_time_millis_testing: 3.428, usercpu_time_millis_training: 131.038,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9897, kappa: 0.9772, kb_relative_information_score: 1491.4616, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9897, predictive_accuracy: 0.9897, prior_entropy: 0.9313, recall: 0.9897, relative_absolute_error: 0.2862, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1701, root_relative_squared_error: 0.3574, scimark_benchmark: 1292.9769, usercpu_time_millis: 9.29, usercpu_time_millis_testing: 0.512, usercpu_time_millis_training: 8.778,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1655.7598, mean_absolute_error: 0.0847, 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: 0.187, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1227, root_relative_squared_error: 0.2578, scimark_benchmark: 1282.1791, usercpu_time_millis: 27.298, usercpu_time_millis_testing: 1.711, usercpu_time_millis_training: 25.587,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1669.8951, mean_absolute_error: 0.0809, 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: 0.1785, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1176, root_relative_squared_error: 0.2471, scimark_benchmark: 1326.0165, usercpu_time_millis: 91.236, usercpu_time_millis_testing: 4.519, usercpu_time_millis_training: 86.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, f_measure: 0.8923, kappa: 0.757, kb_relative_information_score: 812.2429, mean_absolute_error: 0.2919, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9079, predictive_accuracy: 0.897, prior_entropy: 0.9313, recall: 0.897, relative_absolute_error: 0.6442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.6941, scimark_benchmark: 1283.6984, usercpu_time_millis: 15.608, usercpu_time_millis_testing: 1.429, usercpu_time_millis_training: 14.179,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.8894, kappa: 0.7504, kb_relative_information_score: 802.6266, mean_absolute_error: 0.2938, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9059, predictive_accuracy: 0.8944, prior_entropy: 0.9313, recall: 0.8944, relative_absolute_error: 0.6484, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3321, root_relative_squared_error: 0.6979, scimark_benchmark: 1305.4659, usercpu_time_millis: 8.321, usercpu_time_millis_testing: 0.654, usercpu_time_millis_training: 7.667,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 1779.2243, mean_absolute_error: 0.0492, 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: 0.1085, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0834, root_relative_squared_error: 0.1752, scimark_benchmark: 1313.1321, usercpu_time_millis: 22.19, usercpu_time_millis_testing: 0.965, usercpu_time_millis_training: 21.225,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1879.838, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0422, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0442, root_relative_squared_error: 0.0928, scimark_benchmark: 1320.6548, usercpu_time_millis: 28.416, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 27.668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1741.0884, mean_absolute_error: 0.0604, 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: 0.1334, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0952, root_relative_squared_error: 0.2001, scimark_benchmark: 1323.3743, usercpu_time_millis: 100.938, usercpu_time_millis_testing: 4.221, usercpu_time_millis_training: 96.717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1871.5462, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0483, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0436, root_relative_squared_error: 0.0916, scimark_benchmark: 1317.9639, usercpu_time_millis: 66.489, usercpu_time_millis_testing: 2.324, usercpu_time_millis_training: 64.165,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1895.7531, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0313, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.037, root_relative_squared_error: 0.0777, scimark_benchmark: 1316.0991, usercpu_time_millis: 37.274, usercpu_time_millis_testing: 1.039, usercpu_time_millis_training: 36.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1749.696, mean_absolute_error: 0.0582, 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: 0.1284, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0912, root_relative_squared_error: 0.1917, scimark_benchmark: 1292.5181, usercpu_time_millis: 65.007, usercpu_time_millis_testing: 3.008, usercpu_time_millis_training: 61.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, f_measure: 0.984, kappa: 0.9647, kb_relative_information_score: 1454.405, mean_absolute_error: 0.1395, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.984, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.308, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1805, root_relative_squared_error: 0.3792, scimark_benchmark: 1321.5682, usercpu_time_millis: 24.44, usercpu_time_millis_testing: 1.426, usercpu_time_millis_training: 23.014,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.9314, 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: 0.002, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0042, root_relative_squared_error: 0.0089, scimark_benchmark: 1323.2359, usercpu_time_millis: 106.523, usercpu_time_millis_testing: 2.424, usercpu_time_millis_training: 104.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1927.0019, 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: 0.0096, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0188, root_relative_squared_error: 0.0395, scimark_benchmark: 1296.1746, usercpu_time_millis: 83.564, usercpu_time_millis_testing: 1.928, usercpu_time_millis_training: 81.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1874.8017, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.046, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0434, root_relative_squared_error: 0.0911, scimark_benchmark: 1323.3806, usercpu_time_millis: 104.817, usercpu_time_millis_testing: 3.539, usercpu_time_millis_training: 101.278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9799, kappa: 0.9556, kb_relative_information_score: 1339.8984, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9799, predictive_accuracy: 0.9799, prior_entropy: 0.9313, recall: 0.9799, relative_absolute_error: 0.3732, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2109, root_relative_squared_error: 0.4431, scimark_benchmark: 1314.7933, usercpu_time_millis: 11.913, usercpu_time_millis_testing: 0.81, usercpu_time_millis_training: 11.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1911.9556, mean_absolute_error: 0.0093, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0204, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0233, root_relative_squared_error: 0.049, scimark_benchmark: 1320.6416, usercpu_time_millis: 74.492, usercpu_time_millis_testing: 2.44, usercpu_time_millis_training: 72.052,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.427, mean_absolute_error: 0.0037, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0081, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0123, root_relative_squared_error: 0.0258, scimark_benchmark: 1315.1153, usercpu_time_millis: 84.132, usercpu_time_millis_testing: 2.222, usercpu_time_millis_training: 81.91,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6899, 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: 0.0002, scimark_benchmark: 1315.8204, usercpu_time_millis: 42.038, usercpu_time_millis_testing: 0.707, usercpu_time_millis_training: 41.331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9835, f_measure: 0.8813, kappa: 0.7318, kb_relative_information_score: 772.4102, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9008, predictive_accuracy: 0.8872, prior_entropy: 0.9313, recall: 0.8872, relative_absolute_error: 0.663, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3382, root_relative_squared_error: 0.7106, scimark_benchmark: 1298.0301, usercpu_time_millis: 21.967, usercpu_time_millis_testing: 2.036, usercpu_time_millis_training: 19.931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9998, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1595.892, mean_absolute_error: 0.1016, 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: 0.2242, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1398, root_relative_squared_error: 0.2938, scimark_benchmark: 1303.1754, usercpu_time_millis: 93.582, usercpu_time_millis_testing: 4.714, usercpu_time_millis_training: 88.868,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1669.954, mean_absolute_error: 0.0806, 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: 0.178, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.2489, scimark_benchmark: 1325.6497, usercpu_time_millis: 33.915, usercpu_time_millis_testing: 1.557, usercpu_time_millis_training: 32.358,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.0636, 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: 0.0047, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0102, root_relative_squared_error: 0.0215, scimark_benchmark: 1317.7358, usercpu_time_millis: 145.896, usercpu_time_millis_testing: 3.563, usercpu_time_millis_training: 142.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1872.4325, 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: 0.0438, root_relative_squared_error: 0.0919, scimark_benchmark: 1292.5487, usercpu_time_millis: 76.622, usercpu_time_millis_testing: 2.872, usercpu_time_millis_training: 73.75,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1923.1766, 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: 0.0125, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0174, root_relative_squared_error: 0.0365, scimark_benchmark: 1287.1944, usercpu_time_millis: 56.081, usercpu_time_millis_testing: 1.323, usercpu_time_millis_training: 54.758,

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