OpenML
Supervised Classification on ada_agnostic

Supervised Classification on ada_agnostic

Task 3896 Supervised Classification ada_agnostic 102456 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • OpenML100 study_1 study_123 study_14 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

102456 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: 0.9, f_measure: 0.8464, kappa: 0.5757, kb_relative_information_score: 1825.9619, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8461, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7478, scimark_benchmark: 1732.8983, usercpu_time_millis: 9.29, usercpu_time_millis_testing: 0.642, usercpu_time_millis_training: 8.648,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.8234, kappa: 0.4973, kb_relative_information_score: 1214.9783, mean_absolute_error: 0.2712, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8426, predictive_accuracy: 0.8422, prior_entropy: 0.8085, recall: 0.8422, relative_absolute_error: 0.7268, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3452, root_relative_squared_error: 0.7992, scimark_benchmark: 1733.3606, usercpu_time_millis: 21.672, usercpu_time_millis_testing: 2.837, usercpu_time_millis_training: 18.835,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.8471, kappa: 0.5783, kb_relative_information_score: 1796.435, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8465, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.5869, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3262, root_relative_squared_error: 0.7552, scimark_benchmark: 1733.8252, usercpu_time_millis: 3.038, usercpu_time_millis_testing: 0.259, usercpu_time_millis_training: 2.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8478, kappa: 0.5797, kb_relative_information_score: 1784.4206, mean_absolute_error: 0.2205, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8474, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.5907, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.7528, scimark_benchmark: 1851.8567, usercpu_time_millis: 6.668, usercpu_time_millis_testing: 0.427, usercpu_time_millis_training: 6.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9011, f_measure: 0.8457, kappa: 0.5698, kb_relative_information_score: 1642.6771, mean_absolute_error: 0.235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8478, predictive_accuracy: 0.8538, prior_entropy: 0.8085, recall: 0.8538, relative_absolute_error: 0.6298, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.7564, scimark_benchmark: 1733.7613, usercpu_time_millis: 13.868, usercpu_time_millis_testing: 1.346, usercpu_time_millis_training: 12.522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8447, kappa: 0.5721, kb_relative_information_score: 1835.9301, mean_absolute_error: 0.2152, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8439, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.5767, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7515, scimark_benchmark: 1852.3877, usercpu_time_millis: 8.835, usercpu_time_millis_testing: 0.453, usercpu_time_millis_training: 8.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8434, kappa: 0.5674, kb_relative_information_score: 1855.8071, mean_absolute_error: 0.2136, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8428, predictive_accuracy: 0.8492, prior_entropy: 0.8085, recall: 0.8492, relative_absolute_error: 0.5725, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7505, scimark_benchmark: 1734.6706, usercpu_time_millis: 13.325, usercpu_time_millis_testing: 0.7, usercpu_time_millis_training: 12.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.8447, kappa: 0.568, kb_relative_information_score: 1652.6318, mean_absolute_error: 0.2344, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.846, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.6281, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.756, scimark_benchmark: 1723.5226, usercpu_time_millis: 11.053, usercpu_time_millis_testing: 1.089, usercpu_time_millis_training: 9.964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8449, kappa: 0.5713, kb_relative_information_score: 1833.3172, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8446, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.5794, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7504, scimark_benchmark: 1850.9434, usercpu_time_millis: 11.206, usercpu_time_millis_testing: 0.717, usercpu_time_millis_training: 10.489,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.846, kappa: 0.5747, kb_relative_information_score: 1858.9242, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5731, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7504, scimark_benchmark: 1732.8983, usercpu_time_millis: 2.855, usercpu_time_millis_testing: 0.199, usercpu_time_millis_training: 2.656,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8451, kappa: 0.5737, kb_relative_information_score: 1829.6677, mean_absolute_error: 0.2147, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8441, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.5753, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.756, scimark_benchmark: 1737.906, usercpu_time_millis: 1.555, usercpu_time_millis_testing: 0.198, usercpu_time_millis_training: 1.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8425, kappa: 0.558, kb_relative_information_score: 1458.1915, mean_absolute_error: 0.2509, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8483, predictive_accuracy: 0.8531, prior_entropy: 0.8085, recall: 0.8531, relative_absolute_error: 0.6723, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3338, root_relative_squared_error: 0.7728, scimark_benchmark: 1730.1903, usercpu_time_millis: 25.452, usercpu_time_millis_testing: 2.801, usercpu_time_millis_training: 22.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8464, kappa: 0.5754, kb_relative_information_score: 1835.4385, mean_absolute_error: 0.2162, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8461, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.5793, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.7491, scimark_benchmark: 1778.56, usercpu_time_millis: 19.795, usercpu_time_millis_testing: 1.342, usercpu_time_millis_training: 18.453,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.845, kappa: 0.5734, kb_relative_information_score: 1828.0111, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8441, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.5746, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3287, root_relative_squared_error: 0.761, scimark_benchmark: 1736.5783, usercpu_time_millis: 0.984, usercpu_time_millis_testing: 0.175, usercpu_time_millis_training: 0.809,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.8451, kappa: 0.5728, kb_relative_information_score: 1776.8919, mean_absolute_error: 0.2211, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8444, predictive_accuracy: 0.8505, prior_entropy: 0.8085, recall: 0.8505, relative_absolute_error: 0.5926, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.7569, scimark_benchmark: 1735.5975, usercpu_time_millis: 24.603, usercpu_time_millis_testing: 1.51, usercpu_time_millis_training: 23.093,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.846, kappa: 0.575, kb_relative_information_score: 1780.4097, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5916, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.7545, scimark_benchmark: 1906.0322, usercpu_time_millis: 36.961, usercpu_time_millis_testing: 3.696, usercpu_time_millis_training: 33.265,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8477, kappa: 0.5789, kb_relative_information_score: 1780.6842, mean_absolute_error: 0.2214, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8475, predictive_accuracy: 0.8536, prior_entropy: 0.8085, recall: 0.8536, relative_absolute_error: 0.5932, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7508, scimark_benchmark: 1733.8252, usercpu_time_millis: 20.578, usercpu_time_millis_testing: 1.82, usercpu_time_millis_training: 18.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8469, kappa: 0.5763, kb_relative_information_score: 1761.0842, mean_absolute_error: 0.2241, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.847, predictive_accuracy: 0.8531, prior_entropy: 0.8085, recall: 0.8531, relative_absolute_error: 0.6006, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1733.7613, usercpu_time_millis: 7.508, usercpu_time_millis_testing: 0.702, usercpu_time_millis_training: 6.806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, f_measure: 0.8412, kappa: 0.5564, kb_relative_information_score: 1544.3328, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.844, predictive_accuracy: 0.8503, prior_entropy: 0.8085, recall: 0.8503, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.7651, scimark_benchmark: 1730.591, usercpu_time_millis: 20.515, usercpu_time_millis_testing: 2.542, usercpu_time_millis_training: 17.973,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8443, kappa: 0.5708, kb_relative_information_score: 1894.945, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8435, predictive_accuracy: 0.8496, prior_entropy: 0.8085, recall: 0.8496, relative_absolute_error: 0.5607, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.7549, scimark_benchmark: 1729.3292, usercpu_time_millis: 8.732, usercpu_time_millis_testing: 0.484, usercpu_time_millis_training: 8.248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8415, kappa: 0.5548, kb_relative_information_score: 1459.9817, mean_absolute_error: 0.2508, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8473, predictive_accuracy: 0.8523, prior_entropy: 0.8085, recall: 0.8523, relative_absolute_error: 0.672, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3337, root_relative_squared_error: 0.7726, scimark_benchmark: 1766.5633, usercpu_time_millis: 23.506, usercpu_time_millis_testing: 2.647, usercpu_time_millis_training: 20.859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8384, kappa: 0.5455, kb_relative_information_score: 1410.316, mean_absolute_error: 0.255, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8448, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.6832, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.336, root_relative_squared_error: 0.7779, scimark_benchmark: 1728.354, usercpu_time_millis: 8.084, usercpu_time_millis_testing: 1.063, usercpu_time_millis_training: 7.021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8458, kappa: 0.5745, kb_relative_information_score: 1808.3997, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8452, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5847, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.7541, scimark_benchmark: 1733.7613, usercpu_time_millis: 31.119, usercpu_time_millis_testing: 1.85, usercpu_time_millis_training: 29.269,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8215, kappa: 0.4911, kb_relative_information_score: 1183.3794, mean_absolute_error: 0.274, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8437, predictive_accuracy: 0.8415, prior_entropy: 0.8085, recall: 0.8415, relative_absolute_error: 0.7342, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3467, root_relative_squared_error: 0.8028, scimark_benchmark: 1735.1328, usercpu_time_millis: 14.244, usercpu_time_millis_testing: 1.565, usercpu_time_millis_training: 12.679,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.8447, kappa: 0.5696, kb_relative_information_score: 1707.2029, mean_absolute_error: 0.2289, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.845, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.6132, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.7535, scimark_benchmark: 1733.7613, usercpu_time_millis: 13.025, usercpu_time_millis_testing: 1.565, usercpu_time_millis_training: 11.46,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8458, kappa: 0.572, kb_relative_information_score: 1687.1595, mean_absolute_error: 0.2311, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8467, predictive_accuracy: 0.8529, prior_entropy: 0.8085, recall: 0.8529, relative_absolute_error: 0.6194, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7538, scimark_benchmark: 1738.9782, usercpu_time_millis: 36.264, usercpu_time_millis_testing: 5.161, usercpu_time_millis_training: 31.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8467, kappa: 0.5767, kb_relative_information_score: 1802.2441, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8464, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.5871, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7503, scimark_benchmark: 1732.5611, usercpu_time_millis: 23.455, usercpu_time_millis_testing: 1.771, usercpu_time_millis_training: 21.684,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8411, kappa: 0.5611, kb_relative_information_score: 1891.4256, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8404, predictive_accuracy: 0.847, prior_entropy: 0.8085, recall: 0.847, relative_absolute_error: 0.5628, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7514, scimark_benchmark: 1659.9549, usercpu_time_millis: 20.358, usercpu_time_millis_testing: 0.809, usercpu_time_millis_training: 19.549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8478, kappa: 0.5788, kb_relative_information_score: 1778.2563, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8479, predictive_accuracy: 0.854, prior_entropy: 0.8085, recall: 0.854, relative_absolute_error: 0.5961, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.7484, scimark_benchmark: 1731.6277, usercpu_time_millis: 14.968, usercpu_time_millis_testing: 1.311, usercpu_time_millis_training: 13.657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.843, kappa: 0.567, kb_relative_information_score: 1877.6059, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8422, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.5652, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.7532, scimark_benchmark: 1719.0439, usercpu_time_millis: 39.808, usercpu_time_millis_testing: 1.932, usercpu_time_millis_training: 37.876,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8438, kappa: 0.5687, kb_relative_information_score: 1879.2785, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8433, predictive_accuracy: 0.8496, prior_entropy: 0.8085, recall: 0.8496, relative_absolute_error: 0.5655, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.7513, scimark_benchmark: 1849.2614, usercpu_time_millis: 22.975, usercpu_time_millis_testing: 0.852, usercpu_time_millis_training: 22.123,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.8303, kappa: 0.5342, kb_relative_information_score: 1749.6135, mean_absolute_error: 0.2163, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8286, predictive_accuracy: 0.8352, prior_entropy: 0.8085, recall: 0.8352, relative_absolute_error: 0.5795, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3429, root_relative_squared_error: 0.7938, scimark_benchmark: 1732.2161, usercpu_time_millis: 0.52, usercpu_time_millis_testing: 0.158, usercpu_time_millis_training: 0.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.8486, kappa: 0.5814, kb_relative_information_score: 1836.1039, mean_absolute_error: 0.2163, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8485, predictive_accuracy: 0.8545, prior_entropy: 0.8085, recall: 0.8545, relative_absolute_error: 0.5797, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7479, scimark_benchmark: 1733.7613, usercpu_time_millis: 34.989, usercpu_time_millis_testing: 2.656, usercpu_time_millis_training: 32.333,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.8448, kappa: 0.5695, kb_relative_information_score: 1670.3412, mean_absolute_error: 0.2323, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8452, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.7566, scimark_benchmark: 1856.0123, usercpu_time_millis: 6.733, usercpu_time_millis_testing: 0.607, usercpu_time_millis_training: 6.126,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.893, f_measure: 0.8455, kappa: 0.5744, kb_relative_information_score: 1714.9795, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8447, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.6073, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3295, root_relative_squared_error: 0.7629, scimark_benchmark: 1733.7613, usercpu_time_millis: 19.614, usercpu_time_millis_testing: 1.577, usercpu_time_millis_training: 18.037,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.845, kappa: 0.5719, kb_relative_information_score: 1722.7063, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8445, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.6064, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3276, root_relative_squared_error: 0.7584, scimark_benchmark: 1730.2561, usercpu_time_millis: 29.67, usercpu_time_millis_testing: 2.571, usercpu_time_millis_training: 27.099,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.8433, kappa: 0.5668, kb_relative_information_score: 1715.473, mean_absolute_error: 0.2272, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8429, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.6087, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.7578, scimark_benchmark: 1731.5003, usercpu_time_millis: 30.722, usercpu_time_millis_testing: 2.796, usercpu_time_millis_training: 27.926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.8419, kappa: 0.5558, kb_relative_information_score: 1435.3116, mean_absolute_error: 0.2529, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8479, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.6778, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3347, root_relative_squared_error: 0.7749, scimark_benchmark: 1733.7613, usercpu_time_millis: 17.253, usercpu_time_millis_testing: 1.966, usercpu_time_millis_training: 15.287,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8951, f_measure: 0.8453, kappa: 0.573, kb_relative_information_score: 1716.6124, mean_absolute_error: 0.2267, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8447, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.6075, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.328, root_relative_squared_error: 0.7594, scimark_benchmark: 1733.299, usercpu_time_millis: 19.508, usercpu_time_millis_testing: 1.788, usercpu_time_millis_training: 17.72,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8433, kappa: 0.5678, kb_relative_information_score: 1884.3453, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8425, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.564, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7515, scimark_benchmark: 1733.299, usercpu_time_millis: 40.672, usercpu_time_millis_testing: 1.685, usercpu_time_millis_training: 38.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8984, f_measure: 0.843, kappa: 0.5664, kb_relative_information_score: 1859.0231, mean_absolute_error: 0.2134, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8423, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.5719, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.7492, scimark_benchmark: 1734.6706, usercpu_time_millis: 26.176, usercpu_time_millis_testing: 1.488, usercpu_time_millis_training: 24.688,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.6485, kappa: 0.0079, kb_relative_information_score: 582.1841, mean_absolute_error: 0.3274, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8142, predictive_accuracy: 0.7532, prior_entropy: 0.8085, recall: 0.7532, relative_absolute_error: 0.8774, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3856, root_relative_squared_error: 0.8927, scimark_benchmark: 1852.9259, usercpu_time_millis: 0.633, usercpu_time_millis_testing: 0.185, usercpu_time_millis_training: 0.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9013, f_measure: 0.8449, kappa: 0.5681, kb_relative_information_score: 1659.0643, mean_absolute_error: 0.2337, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8468, predictive_accuracy: 0.8529, prior_entropy: 0.8085, recall: 0.8529, relative_absolute_error: 0.6263, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.7551, scimark_benchmark: 1767.2985, usercpu_time_millis: 34.298, usercpu_time_millis_testing: 3.584, usercpu_time_millis_training: 30.714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8408, kappa: 0.5614, kb_relative_information_score: 1840.0646, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8397, predictive_accuracy: 0.8461, prior_entropy: 0.8085, recall: 0.8461, relative_absolute_error: 0.5731, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.7563, scimark_benchmark: 1853.9849, usercpu_time_millis: 4.72, usercpu_time_millis_testing: 0.174, usercpu_time_millis_training: 4.546,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8435, kappa: 0.5683, kb_relative_information_score: 1902.7642, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8427, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.7543, scimark_benchmark: 1733.7613, usercpu_time_millis: 12.248, usercpu_time_millis_testing: 0.434, usercpu_time_millis_training: 11.814,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.844, kappa: 0.5704, kb_relative_information_score: 1898.0176, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8431, predictive_accuracy: 0.8492, prior_entropy: 0.8085, recall: 0.8492, relative_absolute_error: 0.5582, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.7565, scimark_benchmark: 1731.1269, usercpu_time_millis: 33.583, usercpu_time_millis_testing: 1.131, usercpu_time_millis_training: 32.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8429, kappa: 0.5614, kb_relative_information_score: 1545.5159, mean_absolute_error: 0.2438, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8454, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.6532, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3304, root_relative_squared_error: 0.765, scimark_benchmark: 1853.9121, usercpu_time_millis: 9.503, usercpu_time_millis_testing: 1.033, usercpu_time_millis_training: 8.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8437, kappa: 0.5684, kb_relative_information_score: 1879.8174, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8431, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.5657, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3245, root_relative_squared_error: 0.7514, scimark_benchmark: 1778.6265, usercpu_time_millis: 38.424, usercpu_time_millis_testing: 1.732, usercpu_time_millis_training: 36.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8141, kappa: 0.4691, kb_relative_information_score: 1161.9261, mean_absolute_error: 0.2748, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8379, predictive_accuracy: 0.836, prior_entropy: 0.8085, recall: 0.836, relative_absolute_error: 0.7365, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3477, root_relative_squared_error: 0.805, scimark_benchmark: 1850.2875, usercpu_time_millis: 1.744, usercpu_time_millis_testing: 0.161, usercpu_time_millis_training: 1.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8464, kappa: 0.5728, kb_relative_information_score: 1646.3264, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.848, predictive_accuracy: 0.854, prior_entropy: 0.8085, recall: 0.854, relative_absolute_error: 0.6294, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.7565, scimark_benchmark: 1852.0126, usercpu_time_millis: 31.894, usercpu_time_millis_testing: 3.721, usercpu_time_millis_training: 28.173,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8443, kappa: 0.5705, kb_relative_information_score: 1855.0315, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8436, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1852.3877, usercpu_time_millis: 10.243, usercpu_time_millis_testing: 0.596, usercpu_time_millis_training: 9.647,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8483, kappa: 0.5801, kb_relative_information_score: 1774.2298, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8484, predictive_accuracy: 0.8545, prior_entropy: 0.8085, recall: 0.8545, relative_absolute_error: 0.5962, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7505, scimark_benchmark: 1855.0232, usercpu_time_millis: 35.83, usercpu_time_millis_testing: 3.415, usercpu_time_millis_training: 32.415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, f_measure: 0.8454, kappa: 0.5732, kb_relative_information_score: 1870.9622, mean_absolute_error: 0.212, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.845, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.5679, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.7517, scimark_benchmark: 1853.9121, usercpu_time_millis: 18.203, usercpu_time_millis_testing: 0.875, usercpu_time_millis_training: 17.328,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8826, f_measure: 0.8387, kappa: 0.5563, kb_relative_information_score: 1844.9521, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8374, predictive_accuracy: 0.8437, prior_entropy: 0.8085, recall: 0.8437, relative_absolute_error: 0.5651, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3332, root_relative_squared_error: 0.7714, scimark_benchmark: 1734.3333, usercpu_time_millis: 1.707, usercpu_time_millis_testing: 0.184, usercpu_time_millis_training: 1.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8912, f_measure: 0.8421, kappa: 0.5651, kb_relative_information_score: 1892.5925, mean_absolute_error: 0.2082, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8411, predictive_accuracy: 0.8474, prior_entropy: 0.8085, recall: 0.8474, relative_absolute_error: 0.5578, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.7605, scimark_benchmark: 1853.9121, usercpu_time_millis: 15.656, usercpu_time_millis_testing: 0.417, usercpu_time_millis_training: 15.239,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8429, kappa: 0.5658, kb_relative_information_score: 1875.1577, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8425, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3247, root_relative_squared_error: 0.7516, scimark_benchmark: 1730.1903, usercpu_time_millis: 32.517, usercpu_time_millis_testing: 1.515, usercpu_time_millis_training: 31.002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8433, kappa: 0.5641, kb_relative_information_score: 1648.4298, mean_absolute_error: 0.2349, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8447, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.6295, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.756, scimark_benchmark: 787.2661, usercpu_time_millis: 13.119, usercpu_time_millis_testing: 1.154, usercpu_time_millis_training: 11.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, f_measure: 0.8439, kappa: 0.5686, kb_relative_information_score: 1868.7109, mean_absolute_error: 0.2119, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8435, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.5678, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7526, scimark_benchmark: 1729.3908, usercpu_time_millis: 24.542, usercpu_time_millis_testing: 0.918, usercpu_time_millis_training: 23.624,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8807, f_measure: 0.6515, kappa: 0.0159, kb_relative_information_score: 620.0903, mean_absolute_error: 0.3235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8149, predictive_accuracy: 0.7545, prior_entropy: 0.8085, recall: 0.7545, relative_absolute_error: 0.8669, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3825, root_relative_squared_error: 0.8855, scimark_benchmark: 1728.4686, usercpu_time_millis: 0.875, usercpu_time_millis_testing: 0.194, usercpu_time_millis_training: 0.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8397, kappa: 0.5492, kb_relative_information_score: 1417.3407, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8464, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.6815, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.7771, scimark_benchmark: 1732.5611, usercpu_time_millis: 28.362, usercpu_time_millis_testing: 3.593, usercpu_time_millis_training: 24.769,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.8464, kappa: 0.5763, kb_relative_information_score: 1787.636, mean_absolute_error: 0.2201, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8458, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.5899, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3254, root_relative_squared_error: 0.7534, scimark_benchmark: 1736.4936, usercpu_time_millis: 23.101, usercpu_time_millis_testing: 1.684, usercpu_time_millis_training: 21.417,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8427, kappa: 0.5657, kb_relative_information_score: 1873.0777, mean_absolute_error: 0.2113, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8421, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7538, scimark_benchmark: 1727.8941, usercpu_time_millis: 9.229, usercpu_time_millis_testing: 0.268, usercpu_time_millis_training: 8.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.651, kappa: 0.0145, kb_relative_information_score: 625.9832, mean_absolute_error: 0.3238, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8148, predictive_accuracy: 0.7543, prior_entropy: 0.8085, recall: 0.7543, relative_absolute_error: 0.8678, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3823, root_relative_squared_error: 0.8851, scimark_benchmark: 1735.1328, usercpu_time_millis: 5.854, usercpu_time_millis_testing: 0.703, usercpu_time_millis_training: 5.151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9008, f_measure: 0.8437, kappa: 0.5647, kb_relative_information_score: 1634.4674, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.6321, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.327, root_relative_squared_error: 0.7572, scimark_benchmark: 1733.3606, usercpu_time_millis: 35.923, usercpu_time_millis_testing: 3.476, usercpu_time_millis_training: 32.447,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.889, f_measure: 0.8411, kappa: 0.5628, kb_relative_information_score: 1933.4779, mean_absolute_error: 0.2032, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8399, predictive_accuracy: 0.8461, prior_entropy: 0.8085, recall: 0.8461, relative_absolute_error: 0.5445, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.331, root_relative_squared_error: 0.7663, scimark_benchmark: 1733.748, usercpu_time_millis: 30.336, usercpu_time_millis_testing: 0.987, usercpu_time_millis_training: 29.349,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8986, f_measure: 0.845, kappa: 0.5725, kb_relative_information_score: 1857.0682, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8443, predictive_accuracy: 0.8505, prior_entropy: 0.8085, recall: 0.8505, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 788.7358, usercpu_time_millis: 16.665, usercpu_time_millis_testing: 0.783, usercpu_time_millis_training: 15.882,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8961, f_measure: 0.8464, kappa: 0.5766, kb_relative_information_score: 1864.4824, mean_absolute_error: 0.2128, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8456, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5701, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.7532, scimark_benchmark: 1850.2875, usercpu_time_millis: 14.763, usercpu_time_millis_testing: 0.984, usercpu_time_millis_training: 13.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8468, kappa: 0.577, kb_relative_information_score: 1769.396, mean_absolute_error: 0.2218, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8464, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.5943, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3255, root_relative_squared_error: 0.7535, scimark_benchmark: 1823.3201, usercpu_time_millis: 5.896, usercpu_time_millis_testing: 0.414, usercpu_time_millis_training: 5.482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.8449, kappa: 0.5704, kb_relative_information_score: 1803.3642, mean_absolute_error: 0.2198, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.845, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.589, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.7483, scimark_benchmark: 1846.6923, usercpu_time_millis: 24.277, usercpu_time_millis_testing: 2.095, usercpu_time_millis_training: 22.182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8852, f_measure: 0.6469, kappa: 0.004, kb_relative_information_score: 603.9582, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8138, predictive_accuracy: 0.7525, prior_entropy: 0.8085, recall: 0.7525, relative_absolute_error: 0.8732, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.8889, scimark_benchmark: 789.663, usercpu_time_millis: 17.316, usercpu_time_millis_testing: 1.933, usercpu_time_millis_training: 15.383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8431, kappa: 0.5676, kb_relative_information_score: 1902.8543, mean_absolute_error: 0.2089, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8423, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.5598, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.7519, scimark_benchmark: 1728.8802, usercpu_time_millis: 34.857, usercpu_time_millis_testing: 1.768, usercpu_time_millis_training: 33.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.895, f_measure: 0.8446, kappa: 0.5716, kb_relative_information_score: 1874.361, mean_absolute_error: 0.2107, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8437, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.5647, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3257, root_relative_squared_error: 0.754, scimark_benchmark: 1827.7727, usercpu_time_millis: 8.713, usercpu_time_millis_testing: 0.337, usercpu_time_millis_training: 8.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8448, kappa: 0.5708, kb_relative_information_score: 1726.5203, mean_absolute_error: 0.2262, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8446, predictive_accuracy: 0.8509, prior_entropy: 0.8085, recall: 0.8509, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3268, root_relative_squared_error: 0.7566, scimark_benchmark: 1724.7562, usercpu_time_millis: 32.609, usercpu_time_millis_testing: 2.928, usercpu_time_millis_training: 29.681,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.846, kappa: 0.5744, kb_relative_information_score: 1823.6193, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8456, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.5821, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.7488, scimark_benchmark: 1732.4995, usercpu_time_millis: 21.198, usercpu_time_millis_testing: 1.594, usercpu_time_millis_training: 19.604,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9001, f_measure: 0.8484, kappa: 0.58, kb_relative_information_score: 1764.6374, mean_absolute_error: 0.2237, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8489, predictive_accuracy: 0.8549, prior_entropy: 0.8085, recall: 0.8549, relative_absolute_error: 0.5994, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7499, scimark_benchmark: 787.5063, usercpu_time_millis: 21.36, usercpu_time_millis_testing: 1.592, usercpu_time_millis_training: 19.768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.8414, kappa: 0.5631, kb_relative_information_score: 1928.7013, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8404, predictive_accuracy: 0.8468, prior_entropy: 0.8085, recall: 0.8468, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.327, root_relative_squared_error: 0.7572, scimark_benchmark: 1854.4431, usercpu_time_millis: 21.419, usercpu_time_millis_testing: 0.685, usercpu_time_millis_training: 20.734,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9017, f_measure: 0.8449, kappa: 0.5698, kb_relative_information_score: 1737.1136, mean_absolute_error: 0.2266, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8455, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.6072, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1735.1328, usercpu_time_millis: 18.534, usercpu_time_millis_testing: 1.777, usercpu_time_millis_training: 16.757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8426, kappa: 0.5599, kb_relative_information_score: 1526.8697, mean_absolute_error: 0.2454, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8459, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.6575, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.7668, scimark_benchmark: 1731.163, usercpu_time_millis: 20.115, usercpu_time_millis_testing: 2.5, usercpu_time_millis_training: 17.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8463, kappa: 0.5758, kb_relative_information_score: 1802.5319, mean_absolute_error: 0.2189, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8457, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.5867, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3253, root_relative_squared_error: 0.7532, scimark_benchmark: 1850.2875, usercpu_time_millis: 39.111, usercpu_time_millis_testing: 2.745, usercpu_time_millis_training: 36.366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.846, kappa: 0.5731, kb_relative_information_score: 1752.9092, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8464, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.6031, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7495, scimark_benchmark: 1867.3151, usercpu_time_millis: 17.311, usercpu_time_millis_testing: 2.43, usercpu_time_millis_training: 14.881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8173, kappa: 0.4789, kb_relative_information_score: 1175.0491, mean_absolute_error: 0.2746, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8398, predictive_accuracy: 0.8382, prior_entropy: 0.8085, recall: 0.8382, relative_absolute_error: 0.7358, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.8039, scimark_benchmark: 1855.0232, usercpu_time_millis: 5.805, usercpu_time_millis_testing: 0.587, usercpu_time_millis_training: 5.218,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8431, kappa: 0.5679, kb_relative_information_score: 1875.6756, mean_absolute_error: 0.2099, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8421, predictive_accuracy: 0.8483, prior_entropy: 0.8085, recall: 0.8483, relative_absolute_error: 0.5625, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3283, root_relative_squared_error: 0.76, scimark_benchmark: 1735.2934, usercpu_time_millis: 7.984, usercpu_time_millis_testing: 0.239, usercpu_time_millis_training: 7.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9003, f_measure: 0.8482, kappa: 0.5795, kb_relative_information_score: 1746.5429, mean_absolute_error: 0.2255, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8486, predictive_accuracy: 0.8547, prior_entropy: 0.8085, recall: 0.8547, relative_absolute_error: 0.6044, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7508, scimark_benchmark: 1850.8706, usercpu_time_millis: 24.231, usercpu_time_millis_testing: 2.61, usercpu_time_millis_training: 21.621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8905, f_measure: 0.7939, kappa: 0.4086, kb_relative_information_score: 1058.9794, mean_absolute_error: 0.2842, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8338, predictive_accuracy: 0.8246, prior_entropy: 0.8085, recall: 0.8246, relative_absolute_error: 0.7616, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3532, root_relative_squared_error: 0.8177, scimark_benchmark: 1730.2409, usercpu_time_millis: 9.972, usercpu_time_millis_testing: 1.357, usercpu_time_millis_training: 8.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8874, f_measure: 0.8399, kappa: 0.5605, kb_relative_information_score: 1913.5502, mean_absolute_error: 0.2044, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8384, predictive_accuracy: 0.8444, prior_entropy: 0.8085, recall: 0.8444, relative_absolute_error: 0.5476, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7712, scimark_benchmark: 1728.9285, usercpu_time_millis: 17.347, usercpu_time_millis_testing: 0.492, usercpu_time_millis_training: 16.855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8486, kappa: 0.5805, kb_relative_information_score: 1768.0349, mean_absolute_error: 0.2235, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8491, predictive_accuracy: 0.8551, prior_entropy: 0.8085, recall: 0.8551, relative_absolute_error: 0.5989, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.7486, scimark_benchmark: 1730.2999, usercpu_time_millis: 9.645, usercpu_time_millis_testing: 0.766, usercpu_time_millis_training: 8.879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8471, kappa: 0.5774, kb_relative_information_score: 1816.0653, mean_absolute_error: 0.2184, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8468, predictive_accuracy: 0.8529, prior_entropy: 0.8085, recall: 0.8529, relative_absolute_error: 0.5851, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.7486, scimark_benchmark: 1846.6923, usercpu_time_millis: 29.16, usercpu_time_millis_testing: 2.398, usercpu_time_millis_training: 26.762,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8995, f_measure: 0.8466, kappa: 0.5756, kb_relative_information_score: 1790.9223, mean_absolute_error: 0.2209, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8465, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.592, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7495, scimark_benchmark: 1728.0111, usercpu_time_millis: 4.164, usercpu_time_millis_testing: 0.454, usercpu_time_millis_training: 3.71,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.8461, kappa: 0.5746, kb_relative_information_score: 1857.4816, mean_absolute_error: 0.2139, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8458, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.5733, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.7489, scimark_benchmark: 1733.7613, usercpu_time_millis: 12.307, usercpu_time_millis_testing: 0.768, usercpu_time_millis_training: 11.539,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8447, kappa: 0.5666, kb_relative_information_score: 1591.0477, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8475, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.6429, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.7605, scimark_benchmark: 1910.7701, usercpu_time_millis: 41.506, usercpu_time_millis_testing: 6.13, usercpu_time_millis_training: 35.376,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.844, kappa: 0.5655, kb_relative_information_score: 1640.2693, mean_absolute_error: 0.2351, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8458, predictive_accuracy: 0.852, prior_entropy: 0.8085, recall: 0.852, relative_absolute_error: 0.6299, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7574, scimark_benchmark: 1730.2141, usercpu_time_millis: 2.516, usercpu_time_millis_testing: 0.322, usercpu_time_millis_training: 2.194,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8982, f_measure: 0.8458, kappa: 0.5745, kb_relative_information_score: 1879.5277, mean_absolute_error: 0.2114, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8452, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5665, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7497, scimark_benchmark: 1840.7284, usercpu_time_millis: 19.867, usercpu_time_millis_testing: 1.156, usercpu_time_millis_training: 18.711,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8457, kappa: 0.5743, kb_relative_information_score: 1871.8782, mean_absolute_error: 0.2122, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.845, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.5686, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3239, root_relative_squared_error: 0.7499, scimark_benchmark: 1855.4813, usercpu_time_millis: 9.121, usercpu_time_millis_testing: 0.566, usercpu_time_millis_training: 8.555,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.8371, kappa: 0.5535, kb_relative_information_score: 1903.3827, mean_absolute_error: 0.2038, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8354, predictive_accuracy: 0.8413, prior_entropy: 0.8085, recall: 0.8413, relative_absolute_error: 0.5461, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3367, root_relative_squared_error: 0.7795, scimark_benchmark: 788.7358, usercpu_time_millis: 35.534, usercpu_time_millis_testing: 0.806, usercpu_time_millis_training: 34.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8957, f_measure: 0.8448, kappa: 0.5711, kb_relative_information_score: 1702.026, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8444, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.6115, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.759, scimark_benchmark: 1829.1442, usercpu_time_millis: 24.272, usercpu_time_millis_testing: 2.575, usercpu_time_millis_training: 21.697,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8432, kappa: 0.5675, kb_relative_information_score: 1830.3025, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8424, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.5782, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7538, scimark_benchmark: 788.7358, usercpu_time_millis: 35.303, usercpu_time_millis_testing: 1.384, usercpu_time_millis_training: 33.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8981, f_measure: 0.845, kappa: 0.5722, kb_relative_information_score: 1850.9475, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8445, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.574, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7494, scimark_benchmark: 790.3471, usercpu_time_millis: 37.248, usercpu_time_millis_testing: 1.686, usercpu_time_millis_training: 35.562,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.896, f_measure: 0.8425, kappa: 0.5661, kb_relative_information_score: 1909.9635, mean_absolute_error: 0.208, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8416, predictive_accuracy: 0.8479, prior_entropy: 0.8085, recall: 0.8479, relative_absolute_error: 0.5573, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3251, root_relative_squared_error: 0.7527, scimark_benchmark: 788.4134, usercpu_time_millis: 43.118, usercpu_time_millis_testing: 1.768, usercpu_time_millis_training: 41.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8437, kappa: 0.5687, kb_relative_information_score: 1854.6397, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8431, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.572, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3246, root_relative_squared_error: 0.7516, scimark_benchmark: 1730.7008, usercpu_time_millis: 22.687, usercpu_time_millis_testing: 0.929, usercpu_time_millis_training: 21.758,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8472, kappa: 0.5783, kb_relative_information_score: 1798.7566, mean_absolute_error: 0.2193, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8467, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3256, root_relative_squared_error: 0.7538, scimark_benchmark: 1855.0232, usercpu_time_millis: 20.379, usercpu_time_millis_testing: 1.306, usercpu_time_millis_training: 19.073,

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