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: 0.9984, f_measure: 0.984, kappa: 0.9646, kb_relative_information_score: 1304.5578, mean_absolute_error: 0.178, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9841, predictive_accuracy: 0.984, prior_entropy: 0.9313, recall: 0.984, relative_absolute_error: 0.3928, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.4619, scimark_benchmark: 1313.3168, usercpu_time_millis: 18.488, usercpu_time_millis_testing: 1.317, usercpu_time_millis_training: 17.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1892.7979, mean_absolute_error: 0.0152, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0337, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.035, root_relative_squared_error: 0.0735, scimark_benchmark: 1304.9718, usercpu_time_millis: 94.787, usercpu_time_millis_testing: 3.142, usercpu_time_millis_training: 91.645,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.2482, 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: 0.0131, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.018, root_relative_squared_error: 0.0378, scimark_benchmark: 1301.9376, usercpu_time_millis: 9.48, usercpu_time_millis_testing: 0.358, usercpu_time_millis_training: 9.122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.9873, 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: 0.0088, scimark_benchmark: 1313.0984, usercpu_time_millis: 121.45, usercpu_time_millis_testing: 2.478, usercpu_time_millis_training: 118.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.9887, kappa: 0.9749, kb_relative_information_score: 1383.9745, mean_absolute_error: 0.1576, 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: 0.3479, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.4201, scimark_benchmark: 1300.4275, usercpu_time_millis: 38.381, usercpu_time_millis_testing: 2.155, usercpu_time_millis_training: 36.226,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.972, kappa: 0.9378, kb_relative_information_score: 1148.4201, mean_absolute_error: 0.2148, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9726, predictive_accuracy: 0.9722, prior_entropy: 0.9313, recall: 0.9722, relative_absolute_error: 0.4741, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2584, root_relative_squared_error: 0.5429, scimark_benchmark: 1314.5633, usercpu_time_millis: 13.098, usercpu_time_millis_testing: 1.022, usercpu_time_millis_training: 12.076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.2196, 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: 0.0082, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0133, root_relative_squared_error: 0.028, scimark_benchmark: 1313.3083, usercpu_time_millis: 80.7, usercpu_time_millis_testing: 2.095, usercpu_time_millis_training: 78.605,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.2562, 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: 0.0121, scimark_benchmark: 1287.0562, usercpu_time_millis: 42.552, usercpu_time_millis_testing: 1.2, usercpu_time_millis_training: 41.352,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9829, kappa: 0.9622, kb_relative_information_score: 1283.1019, mean_absolute_error: 0.1825, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9831, predictive_accuracy: 0.983, prior_entropy: 0.9313, recall: 0.983, relative_absolute_error: 0.4027, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2266, root_relative_squared_error: 0.4761, scimark_benchmark: 1326.9924, usercpu_time_millis: 77.61, usercpu_time_millis_testing: 6.036, usercpu_time_millis_training: 71.574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1837.1053, mean_absolute_error: 0.0325, 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: 0.0717, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0548, root_relative_squared_error: 0.1152, scimark_benchmark: 1296.3656, usercpu_time_millis: 60.156, usercpu_time_millis_testing: 2.265, usercpu_time_millis_training: 57.891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1781.3061, mean_absolute_error: 0.0487, 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: 0.1074, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0817, root_relative_squared_error: 0.1717, scimark_benchmark: 1317.0126, usercpu_time_millis: 129.909, usercpu_time_millis_testing: 4.4, usercpu_time_millis_training: 125.509,
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: 1321.5219, usercpu_time_millis: 70.03, usercpu_time_millis_testing: 1.256, usercpu_time_millis_training: 68.774,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9845, kappa: 0.9658, kb_relative_information_score: 1380.5688, mean_absolute_error: 0.1588, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9845, predictive_accuracy: 0.9845, prior_entropy: 0.9313, recall: 0.9845, relative_absolute_error: 0.3505, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1999, root_relative_squared_error: 0.42, scimark_benchmark: 1297.5911, usercpu_time_millis: 41.216, usercpu_time_millis_testing: 2.64, usercpu_time_millis_training: 38.576,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.3557, 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: 0.0283, root_relative_squared_error: 0.0594, scimark_benchmark: 1292.7954, usercpu_time_millis: 100.506, usercpu_time_millis_testing: 3.403, usercpu_time_millis_training: 97.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9778, kappa: 0.9508, kb_relative_information_score: 1206.5081, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9779, predictive_accuracy: 0.9778, prior_entropy: 0.9313, recall: 0.9778, relative_absolute_error: 0.4459, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2436, root_relative_squared_error: 0.5119, scimark_benchmark: 1303.9388, usercpu_time_millis: 50.309, usercpu_time_millis_testing: 3.668, usercpu_time_millis_training: 46.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1908.4329, mean_absolute_error: 0.0103, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0227, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0282, root_relative_squared_error: 0.0592, scimark_benchmark: 1300.1322, usercpu_time_millis: 10.777, usercpu_time_millis_testing: 0.424, usercpu_time_millis_training: 10.353,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.0597, 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: 0.0019, root_relative_squared_error: 0.0039, scimark_benchmark: 1303.5383, usercpu_time_millis: 76.631, usercpu_time_millis_testing: 1.662, usercpu_time_millis_training: 74.969,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1895.9288, 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: 0.0317, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0311, root_relative_squared_error: 0.0653, scimark_benchmark: 1318.2191, usercpu_time_millis: 77.274, usercpu_time_millis_testing: 2.841, usercpu_time_millis_training: 74.433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.983, kappa: 0.9623, kb_relative_information_score: 1342.2879, mean_absolute_error: 0.1686, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.983, predictive_accuracy: 0.983, prior_entropy: 0.9313, recall: 0.983, relative_absolute_error: 0.3722, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2097, root_relative_squared_error: 0.4406, scimark_benchmark: 1299.9551, usercpu_time_millis: 30.715, usercpu_time_millis_testing: 1.914, usercpu_time_millis_training: 28.801,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1901.1591, 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: 0.028, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0285, root_relative_squared_error: 0.0599, scimark_benchmark: 1316.9604, usercpu_time_millis: 71.93, usercpu_time_millis_testing: 2.425, usercpu_time_millis_training: 69.505,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9762, kappa: 0.9472, kb_relative_information_score: 1178.1721, mean_absolute_error: 0.2082, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9765, predictive_accuracy: 0.9763, prior_entropy: 0.9313, recall: 0.9763, relative_absolute_error: 0.4594, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2511, root_relative_squared_error: 0.5277, scimark_benchmark: 1318.841, usercpu_time_millis: 94.592, usercpu_time_millis_testing: 6.864, usercpu_time_millis_training: 87.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1797.2636, mean_absolute_error: 0.0437, 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: 0.0965, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.079, root_relative_squared_error: 0.1659, scimark_benchmark: 1315.9139, usercpu_time_millis: 3.321, usercpu_time_millis_testing: 0.213, usercpu_time_millis_training: 3.108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.442, 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: 0.0032, root_relative_squared_error: 0.0067, scimark_benchmark: 1298.247, usercpu_time_millis: 149.283, usercpu_time_millis_testing: 2.939, usercpu_time_millis_training: 146.344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1918.5935, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0158, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.019, root_relative_squared_error: 0.0399, scimark_benchmark: 1322.0331, usercpu_time_millis: 39.037, usercpu_time_millis_testing: 1.568, usercpu_time_millis_training: 37.469,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9997, f_measure: 0.9923, kappa: 0.9829, kb_relative_information_score: 1518.9729, mean_absolute_error: 0.1226, 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: 0.2705, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1625, root_relative_squared_error: 0.3414, scimark_benchmark: 1304.8147, usercpu_time_millis: 50.189, usercpu_time_millis_testing: 2.648, usercpu_time_millis_training: 47.541,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1900.13, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0282, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.035, root_relative_squared_error: 0.0736, scimark_benchmark: 1317.4674, usercpu_time_millis: 9.384, usercpu_time_millis_testing: 0.274, usercpu_time_millis_training: 9.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.2344, 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: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.001, root_relative_squared_error: 0.0022, scimark_benchmark: 1292.0987, usercpu_time_millis: 31.933, usercpu_time_millis_testing: 0.89, usercpu_time_millis_training: 31.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.1192, 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: 0.0033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0056, root_relative_squared_error: 0.0119, scimark_benchmark: 1321.9976, usercpu_time_millis: 55.874, usercpu_time_millis_testing: 1.416, usercpu_time_millis_training: 54.458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1840.0384, mean_absolute_error: 0.0316, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0697, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0535, root_relative_squared_error: 0.1125, scimark_benchmark: 1294.9922, usercpu_time_millis: 67.175, usercpu_time_millis_testing: 2.636, usercpu_time_millis_training: 64.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.9219, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0207, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0297, root_relative_squared_error: 0.0625, scimark_benchmark: 1316.8692, usercpu_time_millis: 120.391, usercpu_time_millis_testing: 3.575, usercpu_time_millis_training: 116.816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1915.1088, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.018, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.0519, scimark_benchmark: 1293.2904, usercpu_time_millis: 2.878, usercpu_time_millis_testing: 0.162, usercpu_time_millis_training: 2.716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9954, kb_relative_information_score: 1815.7117, mean_absolute_error: 0.0379, 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: 0.0837, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.1592, scimark_benchmark: 1319.4201, usercpu_time_millis: 2.647, usercpu_time_millis_testing: 0.148, usercpu_time_millis_training: 2.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1790.1038, mean_absolute_error: 0.0463, 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: 0.1021, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.162, scimark_benchmark: 1302.4655, usercpu_time_millis: 76.527, usercpu_time_millis_testing: 3.272, usercpu_time_millis_training: 73.255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9918, kappa: 0.9818, kb_relative_information_score: 1650.9244, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9918, predictive_accuracy: 0.9918, prior_entropy: 0.9313, recall: 0.9918, relative_absolute_error: 0.1846, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1365, root_relative_squared_error: 0.2867, scimark_benchmark: 1299.3617, usercpu_time_millis: 1.359, usercpu_time_millis_testing: 0.113, usercpu_time_millis_training: 1.246,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1707.4395, mean_absolute_error: 0.07, 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: 0.1546, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1064, root_relative_squared_error: 0.2236, scimark_benchmark: 1294.0987, usercpu_time_millis: 21.983, usercpu_time_millis_testing: 0.904, usercpu_time_millis_training: 21.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1771.2797, mean_absolute_error: 0.0518, 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: 0.1143, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0839, root_relative_squared_error: 0.1763, scimark_benchmark: 1294.8551, usercpu_time_millis: 48.262, usercpu_time_millis_testing: 2.152, usercpu_time_millis_training: 46.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.599, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0008, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0028, root_relative_squared_error: 0.0058, scimark_benchmark: 1311.7922, usercpu_time_millis: 63.493, usercpu_time_millis_testing: 1.211, usercpu_time_millis_training: 62.282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1808.3405, mean_absolute_error: 0.0406, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0895, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0728, root_relative_squared_error: 0.1529, scimark_benchmark: 1320.5046, usercpu_time_millis: 21.304, usercpu_time_millis_testing: 0.917, usercpu_time_millis_training: 20.387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9783, kappa: 0.9521, kb_relative_information_score: 1340.1406, mean_absolute_error: 0.1692, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9783, predictive_accuracy: 0.9784, prior_entropy: 0.9313, recall: 0.9784, relative_absolute_error: 0.3735, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2107, root_relative_squared_error: 0.4427, scimark_benchmark: 1313.7314, usercpu_time_millis: 35.029, usercpu_time_millis_testing: 2.235, usercpu_time_millis_training: 32.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1924.1712, 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: 0.0118, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0162, root_relative_squared_error: 0.0341, scimark_benchmark: 1333.021, usercpu_time_millis: 45.213, usercpu_time_millis_testing: 1.4, usercpu_time_millis_training: 43.813,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1904.0642, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0276, root_relative_squared_error: 0.058, scimark_benchmark: 1314.661, usercpu_time_millis: 10.248, usercpu_time_millis_testing: 0.378, usercpu_time_millis_training: 9.87,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9824, kappa: 0.9611, kb_relative_information_score: 1279.6589, mean_absolute_error: 0.1834, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9826, predictive_accuracy: 0.9825, prior_entropy: 0.9313, recall: 0.9825, relative_absolute_error: 0.4048, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2273, root_relative_squared_error: 0.4777, scimark_benchmark: 1290.9064, usercpu_time_millis: 131.578, usercpu_time_millis_testing: 9.253, usercpu_time_millis_training: 122.325,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1848.7812, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0638, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0508, root_relative_squared_error: 0.1068, scimark_benchmark: 1288.5838, usercpu_time_millis: 68.293, usercpu_time_millis_testing: 2.653, usercpu_time_millis_training: 65.64,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9948, kappa: 0.9886, kb_relative_information_score: 1643.288, mean_absolute_error: 0.0884, 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: 0.1951, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1258, root_relative_squared_error: 0.2643, scimark_benchmark: 1284.9964, usercpu_time_millis: 111.293, usercpu_time_millis_testing: 4.858, usercpu_time_millis_training: 106.435,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9993, f_measure: 0.9897, kappa: 0.9772, kb_relative_information_score: 1431.4296, mean_absolute_error: 0.1457, 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: 0.3216, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1864, root_relative_squared_error: 0.3917, scimark_benchmark: 1312.4966, usercpu_time_millis: 25.434, usercpu_time_millis_testing: 1.556, usercpu_time_millis_training: 23.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1868.5907, 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: 0.0487, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0556, root_relative_squared_error: 0.1169, scimark_benchmark: 1290.1113, usercpu_time_millis: 2.483, usercpu_time_millis_testing: 0.122, usercpu_time_millis_training: 2.361,
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: 1291.6784, usercpu_time_millis: 50.883, usercpu_time_millis_testing: 1.005, usercpu_time_millis_training: 49.878,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9999, f_measure: 0.9938, kappa: 0.9864, kb_relative_information_score: 1623.6723, mean_absolute_error: 0.0939, 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: 0.2072, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1316, root_relative_squared_error: 0.2764, scimark_benchmark: 1284.911, usercpu_time_millis: 84.59, usercpu_time_millis_testing: 4.459, usercpu_time_millis_training: 80.131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1797.8454, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0761, root_relative_squared_error: 0.1599, scimark_benchmark: 1304.1738, usercpu_time_millis: 15.113, usercpu_time_millis_testing: 0.649, usercpu_time_millis_training: 14.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.9121, 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: 0.0045, root_relative_squared_error: 0.0095, scimark_benchmark: 1307.05, usercpu_time_millis: 61.963, usercpu_time_millis_testing: 1.204, usercpu_time_millis_training: 60.759,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1796.0616, mean_absolute_error: 0.0444, 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: 0.098, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0762, root_relative_squared_error: 0.1602, scimark_benchmark: 1293.6261, usercpu_time_millis: 71.464, usercpu_time_millis_testing: 2.851, usercpu_time_millis_training: 68.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1857.3403, mean_absolute_error: 0.026, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0574, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0536, root_relative_squared_error: 0.1127, scimark_benchmark: 1308.505, usercpu_time_millis: 148.851, usercpu_time_millis_testing: 4.21, usercpu_time_millis_training: 144.641,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9959, kappa: 0.9909, kb_relative_information_score: 1823.1188, mean_absolute_error: 0.0342, 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: 0.0756, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.083, root_relative_squared_error: 0.1744, scimark_benchmark: 1301.6416, usercpu_time_millis: 1.703, usercpu_time_millis_testing: 0.155, usercpu_time_millis_training: 1.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1861.0121, 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: 0.0503, root_relative_squared_error: 0.1058, scimark_benchmark: 1291.8737, usercpu_time_millis: 103.671, usercpu_time_millis_testing: 3.607, usercpu_time_millis_training: 100.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1910.0836, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0214, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0291, root_relative_squared_error: 0.0611, scimark_benchmark: 1298.5285, usercpu_time_millis: 108.069, usercpu_time_millis_testing: 3.204, usercpu_time_millis_training: 104.865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1923.4339, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0123, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0171, root_relative_squared_error: 0.036, scimark_benchmark: 1258.5685, usercpu_time_millis: 111.604, usercpu_time_millis_testing: 3.185, usercpu_time_millis_training: 108.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1937.2413, 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: 0.0025, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0066, root_relative_squared_error: 0.0138, scimark_benchmark: 1316.0937, usercpu_time_millis: 11.834, usercpu_time_millis_testing: 0.33, usercpu_time_millis_training: 11.504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9969, kappa: 0.9932, kb_relative_information_score: 1705.9471, mean_absolute_error: 0.0703, 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: 0.1552, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1075, root_relative_squared_error: 0.2258, scimark_benchmark: 1320.9054, usercpu_time_millis: 12.935, usercpu_time_millis_testing: 0.7, usercpu_time_millis_training: 12.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1903.8152, mean_absolute_error: 0.0118, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.026, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0296, root_relative_squared_error: 0.0622, scimark_benchmark: 1312.3476, usercpu_time_millis: 59.862, usercpu_time_millis_testing: 1.567, usercpu_time_millis_training: 58.295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.996, f_measure: 0.9747, kappa: 0.9439, kb_relative_information_score: 1202.5328, mean_absolute_error: 0.2015, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9748, predictive_accuracy: 0.9748, prior_entropy: 0.9313, recall: 0.9748, relative_absolute_error: 0.4447, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.246, root_relative_squared_error: 0.517, scimark_benchmark: 1306.1548, usercpu_time_millis: 2.667, usercpu_time_millis_testing: 0.195, usercpu_time_millis_training: 2.472,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9996, f_measure: 0.9928, kappa: 0.9841, kb_relative_information_score: 1488.2988, mean_absolute_error: 0.1308, 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: 0.2886, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1709, root_relative_squared_error: 0.3591, scimark_benchmark: 1300.8557, usercpu_time_millis: 24.823, usercpu_time_millis_testing: 1.322, usercpu_time_millis_training: 23.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1905.7098, 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: 0.0244, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.032, root_relative_squared_error: 0.0672, scimark_benchmark: 1309.3749, usercpu_time_millis: 29.668, usercpu_time_millis_testing: 0.736, usercpu_time_millis_training: 28.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9687, f_measure: 0.8408, kappa: 0.6398, kb_relative_information_score: 654.8914, mean_absolute_error: 0.3244, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8711, predictive_accuracy: 0.8516, prior_entropy: 0.9313, recall: 0.8516, relative_absolute_error: 0.716, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3615, root_relative_squared_error: 0.7596, scimark_benchmark: 1318.5144, usercpu_time_millis: 5.909, usercpu_time_millis_testing: 0.507, usercpu_time_millis_training: 5.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1929.9419, mean_absolute_error: 0.0035, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0077, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0121, root_relative_squared_error: 0.0254, scimark_benchmark: 1301.5306, usercpu_time_millis: 53.781, usercpu_time_millis_testing: 1.226, usercpu_time_millis_training: 52.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1905.2459, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0293, root_relative_squared_error: 0.0616, scimark_benchmark: 1307.1182, usercpu_time_millis: 11.932, usercpu_time_millis_testing: 0.366, usercpu_time_millis_training: 11.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1807.8717, mean_absolute_error: 0.0409, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0902, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0723, root_relative_squared_error: 0.152, scimark_benchmark: 1308.6708, usercpu_time_millis: 80.151, usercpu_time_millis_testing: 3.11, usercpu_time_millis_training: 77.041,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.4735, mean_absolute_error: 0.0004, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0009, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.002, root_relative_squared_error: 0.0042, scimark_benchmark: 1291.5591, usercpu_time_millis: 54.823, usercpu_time_millis_testing: 1.358, usercpu_time_millis_training: 53.465,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1931.6857, mean_absolute_error: 0.0029, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0064, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0132, root_relative_squared_error: 0.0278, scimark_benchmark: 1325.2966, usercpu_time_millis: 124.187, usercpu_time_millis_testing: 2.612, usercpu_time_millis_training: 121.575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9789, f_measure: 0.8684, kappa: 0.7026, kb_relative_information_score: 726.3724, mean_absolute_error: 0.3101, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.8919, predictive_accuracy: 0.8758, prior_entropy: 0.9313, recall: 0.8758, relative_absolute_error: 0.6844, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3473, root_relative_squared_error: 0.7298, scimark_benchmark: 1324.1616, usercpu_time_millis: 11.282, usercpu_time_millis_testing: 1.235, usercpu_time_millis_training: 10.047,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.1053, 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: 0.0033, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0065, root_relative_squared_error: 0.0137, scimark_benchmark: 1318.1088, usercpu_time_millis: 9.312, usercpu_time_millis_testing: 0.302, usercpu_time_millis_training: 9.01,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9954, kappa: 0.9898, kb_relative_information_score: 1694.4277, mean_absolute_error: 0.0739, 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: 0.163, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.11, root_relative_squared_error: 0.2311, scimark_benchmark: 1323.4819, usercpu_time_millis: 86.938, usercpu_time_millis_testing: 3.61, usercpu_time_millis_training: 83.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1938.1069, mean_absolute_error: 0.0009, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0019, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0044, root_relative_squared_error: 0.0092, scimark_benchmark: 1316.6311, usercpu_time_millis: 37.768, usercpu_time_millis_testing: 0.639, usercpu_time_millis_training: 37.129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1889.5471, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0357, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0381, root_relative_squared_error: 0.0801, scimark_benchmark: 1316.0782, usercpu_time_millis: 79.821, usercpu_time_millis_testing: 2.256, usercpu_time_millis_training: 77.565,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9979, kappa: 0.9955, kb_relative_information_score: 1721.8262, mean_absolute_error: 0.066, 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: 0.1456, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.2133, scimark_benchmark: 1318.0899, usercpu_time_millis: 67.432, usercpu_time_millis_testing: 2.946, usercpu_time_millis_training: 64.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.6193, 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: 0.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0008, root_relative_squared_error: 0.0017, scimark_benchmark: 1320.9327, usercpu_time_millis: 4.506, usercpu_time_millis_testing: 0.19, usercpu_time_millis_training: 4.316,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1920.9904, mean_absolute_error: 0.0064, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0141, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0178, root_relative_squared_error: 0.0375, scimark_benchmark: 1301.5948, usercpu_time_millis: 11.83, usercpu_time_millis_testing: 0.345, usercpu_time_millis_training: 11.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.6582, mean_absolute_error: 0.0046, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0101, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0134, root_relative_squared_error: 0.0282, scimark_benchmark: 1313.3539, usercpu_time_millis: 67.54, usercpu_time_millis_testing: 2.236, usercpu_time_millis_training: 65.304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9995, f_measure: 0.9876, kappa: 0.9727, kb_relative_information_score: 1496.7833, mean_absolute_error: 0.1282, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 0.9877, predictive_accuracy: 0.9876, prior_entropy: 0.9313, recall: 0.9876, relative_absolute_error: 0.283, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1689, root_relative_squared_error: 0.355, scimark_benchmark: 1296.4836, usercpu_time_millis: 29.689, usercpu_time_millis_testing: 1.898, usercpu_time_millis_training: 27.791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9964, kappa: 0.992, kb_relative_information_score: 1732.478, mean_absolute_error: 0.0629, 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: 0.1387, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0987, root_relative_squared_error: 0.2074, scimark_benchmark: 1297.1543, usercpu_time_millis: 36.843, usercpu_time_millis_testing: 1.705, usercpu_time_millis_training: 35.138,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1836.7863, mean_absolute_error: 0.0322, 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: 0.0615, root_relative_squared_error: 0.1291, scimark_benchmark: 1292.3789, usercpu_time_millis: 67.878, usercpu_time_millis_testing: 2.377, usercpu_time_millis_training: 65.501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1936.0166, 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: 0.0034, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0056, root_relative_squared_error: 0.0117, scimark_benchmark: 1312.3319, usercpu_time_millis: 66.177, usercpu_time_millis_testing: 1.563, usercpu_time_millis_training: 64.614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1914.8189, 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: 0.0183, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.024, root_relative_squared_error: 0.0505, scimark_benchmark: 1323.2202, usercpu_time_millis: 53.446, usercpu_time_millis_testing: 1.547, usercpu_time_millis_training: 51.899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1835.5809, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0719, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0619, root_relative_squared_error: 0.13, scimark_benchmark: 1310.4725, usercpu_time_millis: 81.207, usercpu_time_millis_testing: 2.704, usercpu_time_millis_training: 78.503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1922.9704, 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: 0.0186, root_relative_squared_error: 0.0391, scimark_benchmark: 1326.3718, usercpu_time_millis: 70.369, usercpu_time_millis_testing: 1.647, usercpu_time_millis_training: 68.722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1935.7977, 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: 0.0062, root_relative_squared_error: 0.013, scimark_benchmark: 1297.0258, usercpu_time_millis: 42.67, usercpu_time_millis_testing: 1.071, usercpu_time_millis_training: 41.599,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1923.2879, mean_absolute_error: 0.0056, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0124, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0187, root_relative_squared_error: 0.0392, scimark_benchmark: 1303.2426, usercpu_time_millis: 30.89, usercpu_time_millis_testing: 0.737, usercpu_time_millis_training: 30.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1934.9729, 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: 0.007, root_relative_squared_error: 0.0146, scimark_benchmark: 1295.0602, usercpu_time_millis: 33.468, usercpu_time_millis_testing: 1.118, usercpu_time_millis_training: 32.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1940.3176, mean_absolute_error: 0.0001, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0012, root_relative_squared_error: 0.0026, scimark_benchmark: 1317.5049, usercpu_time_millis: 14.093, usercpu_time_millis_testing: 0.478, usercpu_time_millis_training: 13.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1928.3015, 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: 0.0135, root_relative_squared_error: 0.0283, scimark_benchmark: 1323.106, usercpu_time_millis: 44.632, usercpu_time_millis_testing: 1.598, usercpu_time_millis_training: 43.034,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1855.145, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0586, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0558, root_relative_squared_error: 0.1171, scimark_benchmark: 1304.5233, usercpu_time_millis: 2.538, usercpu_time_millis_testing: 0.137, usercpu_time_millis_training: 2.401,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1939.7207, mean_absolute_error: 0.0003, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0023, root_relative_squared_error: 0.0048, scimark_benchmark: 1299.9483, usercpu_time_millis: 21.692, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 21.24,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1919.6468, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0225, root_relative_squared_error: 0.0474, scimark_benchmark: 1310.4976, usercpu_time_millis: 11.782, usercpu_time_millis_testing: 0.297, usercpu_time_millis_training: 11.485,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9974, kappa: 0.9943, kb_relative_information_score: 1689.9707, mean_absolute_error: 0.0751, 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: 0.1658, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1117, root_relative_squared_error: 0.2347, scimark_benchmark: 1322.2346, usercpu_time_millis: 33.679, usercpu_time_millis_testing: 1.723, usercpu_time_millis_training: 31.956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1906.4175, 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: 0.03, root_relative_squared_error: 0.0631, scimark_benchmark: 1297.8644, usercpu_time_millis: 106.583, usercpu_time_millis_testing: 2.807, usercpu_time_millis_training: 103.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1926.6733, mean_absolute_error: 0.0045, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.01, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0147, root_relative_squared_error: 0.0309, scimark_benchmark: 1289.1345, usercpu_time_millis: 96.318, usercpu_time_millis_testing: 2.622, usercpu_time_millis_training: 93.696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1909.1194, mean_absolute_error: 0.0102, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0224, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0247, root_relative_squared_error: 0.052, scimark_benchmark: 1306.987, usercpu_time_millis: 56.397, usercpu_time_millis_testing: 2.45, usercpu_time_millis_training: 53.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1868.9741, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0499, root_relative_squared_error: 0.1048, scimark_benchmark: 1321.1091, usercpu_time_millis: 21.894, usercpu_time_millis_testing: 0.619, usercpu_time_millis_training: 21.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.9995, kappa: 0.9989, kb_relative_information_score: 1789.862, mean_absolute_error: 0.0464, 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: 0.1025, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0765, root_relative_squared_error: 0.1607, scimark_benchmark: 1313.8622, usercpu_time_millis: 41.121, usercpu_time_millis_testing: 1.65, usercpu_time_millis_training: 39.471,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 1, kappa: 1, kb_relative_information_score: 1888.6617, mean_absolute_error: 0.0166, mean_prior_absolute_error: 0.4531, number_of_instances: 1941, precision: 1, predictive_accuracy: 1, prior_entropy: 0.9313, recall: 1, relative_absolute_error: 0.0367, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0331, root_relative_squared_error: 0.0695, scimark_benchmark: 1312.554, usercpu_time_millis: 43.623, usercpu_time_millis_testing: 1.682, usercpu_time_millis_training: 41.941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, f_measure: 0.999, kappa: 0.9977, kb_relative_information_score: 1760.689, mean_absolute_error: 0.0546, 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: 0.1206, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.0894, root_relative_squared_error: 0.1878, scimark_benchmark: 1298.6939, usercpu_time_millis: 15.688, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 14.94,

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