Task
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: 0.8941, f_measure: 0.8222, kappa: 0.4938, kb_relative_information_score: 1215.9739, mean_absolute_error: 0.2711, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8417, predictive_accuracy: 0.8413, prior_entropy: 0.8085, recall: 0.8413, relative_absolute_error: 0.7265, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3455, root_relative_squared_error: 0.7999, scimark_benchmark: 1261.2688, usercpu_time_millis: 38.171, usercpu_time_millis_testing: 3.158, usercpu_time_millis_training: 35.013,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8837, f_measure: 0.7522, kappa: 0.2876, kb_relative_information_score: 940.1494, mean_absolute_error: 0.2935, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8269, predictive_accuracy: 0.8021, prior_entropy: 0.8085, recall: 0.8021, relative_absolute_error: 0.7866, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3608, root_relative_squared_error: 0.8354, scimark_benchmark: 1255.0699, usercpu_time_millis: 43.915, usercpu_time_millis_testing: 4.054, usercpu_time_millis_training: 39.861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4997, f_measure: 0.6454, kb_relative_information_score: -1.0727, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1241.0193, usercpu_time_millis: 10.564, usercpu_time_millis_testing: 0.98, usercpu_time_millis_training: 9.584,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8979, f_measure: 0.8433, kappa: 0.5655, kb_relative_information_score: 1892.5323, mean_absolute_error: 0.2106, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8435, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.5645, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7494, scimark_benchmark: 1266.3743, usercpu_time_millis: 157.135, usercpu_time_millis_testing: 2.737, usercpu_time_millis_training: 154.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8926, f_measure: 0.8066, kappa: 0.4465, kb_relative_information_score: 1129.3266, mean_absolute_error: 0.2786, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8351, predictive_accuracy: 0.8314, prior_entropy: 0.8085, recall: 0.8314, relative_absolute_error: 0.7465, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3499, root_relative_squared_error: 0.8102, scimark_benchmark: 1242.006, usercpu_time_millis: 119.444, usercpu_time_millis_testing: 11.301, usercpu_time_millis_training: 108.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8972, f_measure: 0.8377, kappa: 0.5427, kb_relative_information_score: 1417.7779, mean_absolute_error: 0.2544, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8458, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.6816, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3363, root_relative_squared_error: 0.7785, scimark_benchmark: 1243.8644, usercpu_time_millis: 44.137, usercpu_time_millis_testing: 3.518, usercpu_time_millis_training: 40.619,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9012, f_measure: 0.8469, kappa: 0.5748, kb_relative_information_score: 1770.3937, mean_absolute_error: 0.2236, 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: 0.5992, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1264.959, usercpu_time_millis: 48.161, usercpu_time_millis_testing: 2.932, usercpu_time_millis_training: 45.229,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.897, f_measure: 0.8449, kappa: 0.5717, kb_relative_information_score: 1914.2099, mean_absolute_error: 0.208, 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: 0.5575, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7509, scimark_benchmark: 1246.8977, usercpu_time_millis: 164.82, usercpu_time_millis_testing: 5.235, usercpu_time_millis_training: 159.585,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8554, f_measure: 0.6884, kappa: 0.1125, kb_relative_information_score: 575.7984, mean_absolute_error: 0.3118, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8246, predictive_accuracy: 0.7712, prior_entropy: 0.8085, recall: 0.7712, relative_absolute_error: 0.8356, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3799, root_relative_squared_error: 0.8796, scimark_benchmark: 1272.0672, usercpu_time_millis: 33.352, usercpu_time_millis_testing: 2.844, usercpu_time_millis_training: 30.508,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8432, kappa: 0.5635, kb_relative_information_score: 1721.4735, mean_absolute_error: 0.2277, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8448, predictive_accuracy: 0.8512, prior_entropy: 0.8085, recall: 0.8512, relative_absolute_error: 0.6101, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.326, root_relative_squared_error: 0.7547, scimark_benchmark: 1243.1114, usercpu_time_millis: 56.262, usercpu_time_millis_testing: 3.535, usercpu_time_millis_training: 52.727,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.841, kappa: 0.5566, kb_relative_information_score: 1579.3148, mean_absolute_error: 0.2406, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8431, predictive_accuracy: 0.8496, prior_entropy: 0.8085, recall: 0.8496, relative_absolute_error: 0.6447, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.331, root_relative_squared_error: 0.7663, scimark_benchmark: 1246.7195, usercpu_time_millis: 99.151, usercpu_time_millis_testing: 7.988, usercpu_time_millis_training: 91.163,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8883, f_measure: 0.835, kappa: 0.5431, kb_relative_information_score: 1655.7704, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8344, predictive_accuracy: 0.8417, prior_entropy: 0.8085, recall: 0.8417, relative_absolute_error: 0.6244, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3351, root_relative_squared_error: 0.7757, scimark_benchmark: 1269.9101, usercpu_time_millis: 218.244, usercpu_time_millis_testing: 5.546, usercpu_time_millis_training: 212.698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8989, f_measure: 0.8467, kappa: 0.5746, kb_relative_information_score: 1838.9019, mean_absolute_error: 0.216, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8474, predictive_accuracy: 0.8536, prior_entropy: 0.8085, recall: 0.8536, relative_absolute_error: 0.5789, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7495, scimark_benchmark: 1276.5267, usercpu_time_millis: 95.169, usercpu_time_millis_testing: 2.54, usercpu_time_millis_training: 92.629,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8463, kappa: 0.5742, kb_relative_information_score: 1851.3181, mean_absolute_error: 0.2148, 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: 0.5755, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.7491, scimark_benchmark: 1274.4732, usercpu_time_millis: 412.583, usercpu_time_millis_testing: 12.513, usercpu_time_millis_training: 400.07,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8447, kappa: 0.5687, kb_relative_information_score: 1856.4144, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8454, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.5746, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.749, scimark_benchmark: 1259.3548, usercpu_time_millis: 382.65, usercpu_time_millis_testing: 12.202, usercpu_time_millis_training: 370.448,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8973, f_measure: 0.8455, kappa: 0.5726, kb_relative_information_score: 1901.1459, mean_absolute_error: 0.2093, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8453, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5609, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3241, root_relative_squared_error: 0.7504, scimark_benchmark: 1253.3777, usercpu_time_millis: 176.52, usercpu_time_millis_testing: 4.994, usercpu_time_millis_training: 171.526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8873, f_measure: 0.8361, kappa: 0.5508, kb_relative_information_score: 1874.2968, mean_absolute_error: 0.2083, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8345, predictive_accuracy: 0.8404, prior_entropy: 0.8085, recall: 0.8404, relative_absolute_error: 0.5581, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3339, root_relative_squared_error: 0.7731, scimark_benchmark: 1236.2505, usercpu_time_millis: 497.564, usercpu_time_millis_testing: 20.691, usercpu_time_millis_training: 476.873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8323, f_measure: 0.6606, kappa: 0.0393, kb_relative_information_score: 540.5454, mean_absolute_error: 0.3061, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8172, predictive_accuracy: 0.7584, prior_entropy: 0.8085, recall: 0.7584, relative_absolute_error: 0.8202, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.384, root_relative_squared_error: 0.8891, scimark_benchmark: 1249.2114, usercpu_time_millis: 49.586, usercpu_time_millis_testing: 4.072, usercpu_time_millis_training: 45.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8935, f_measure: 0.8424, kappa: 0.5649, kb_relative_information_score: 1872.9331, mean_absolute_error: 0.2105, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8417, predictive_accuracy: 0.8481, prior_entropy: 0.8085, recall: 0.8481, relative_absolute_error: 0.564, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.7588, scimark_benchmark: 1236.546, usercpu_time_millis: 48.801, usercpu_time_millis_testing: 2.25, usercpu_time_millis_training: 46.551,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8889, f_measure: 0.8238, kappa: 0.5024, kb_relative_information_score: 1259.7761, mean_absolute_error: 0.2667, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8316, predictive_accuracy: 0.838, prior_entropy: 0.8085, recall: 0.838, relative_absolute_error: 0.7146, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3446, root_relative_squared_error: 0.7977, scimark_benchmark: 1244.1357, usercpu_time_millis: 23.484, usercpu_time_millis_testing: 1.846, usercpu_time_millis_training: 21.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.65, kappa: 0.0119, kb_relative_information_score: 633.2241, mean_absolute_error: 0.323, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8146, predictive_accuracy: 0.7538, prior_entropy: 0.8085, recall: 0.7538, relative_absolute_error: 0.8655, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3817, root_relative_squared_error: 0.8838, scimark_benchmark: 1265.8347, usercpu_time_millis: 89.382, usercpu_time_millis_testing: 8.303, usercpu_time_millis_training: 81.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, f_measure: 0.8462, kappa: 0.5734, kb_relative_information_score: 1751.0874, mean_absolute_error: 0.2254, 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: 0.604, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.752, scimark_benchmark: 1241.5612, usercpu_time_millis: 166.99, usercpu_time_millis_testing: 11.826, usercpu_time_millis_training: 155.164,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8588, f_measure: 0.7677, kappa: 0.3326, kb_relative_information_score: 854.5631, mean_absolute_error: 0.2802, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8022, predictive_accuracy: 0.8043, prior_entropy: 0.8085, recall: 0.8043, relative_absolute_error: 0.7508, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3657, root_relative_squared_error: 0.8467, scimark_benchmark: 1241.2974, usercpu_time_millis: 140.624, usercpu_time_millis_testing: 5.932, usercpu_time_millis_training: 134.692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8841, f_measure: 0.8341, kappa: 0.5401, kb_relative_information_score: 1498.029, mean_absolute_error: 0.2457, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8338, predictive_accuracy: 0.8413, prior_entropy: 0.8085, recall: 0.8413, relative_absolute_error: 0.6583, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3401, root_relative_squared_error: 0.7874, scimark_benchmark: 1246.6639, usercpu_time_millis: 153.526, usercpu_time_millis_testing: 4.072, usercpu_time_millis_training: 149.454,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8947, f_measure: 0.8431, kappa: 0.5672, kb_relative_information_score: 1863.1665, mean_absolute_error: 0.2121, 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: 0.5683, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.7568, scimark_benchmark: 1241.0299, usercpu_time_millis: 167.686, usercpu_time_millis_testing: 6.937, usercpu_time_millis_training: 160.749,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8991, f_measure: 0.8401, kappa: 0.5512, kb_relative_information_score: 1500.8955, mean_absolute_error: 0.2474, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8453, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.6629, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3326, root_relative_squared_error: 0.77, scimark_benchmark: 1272.4712, usercpu_time_millis: 126.599, usercpu_time_millis_testing: 8.977, usercpu_time_millis_training: 117.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8988, f_measure: 0.8476, kappa: 0.5783, kb_relative_information_score: 1849.5933, mean_absolute_error: 0.215, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8477, predictive_accuracy: 0.8538, prior_entropy: 0.8085, recall: 0.8538, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7497, scimark_benchmark: 1248.8486, usercpu_time_millis: 204.259, usercpu_time_millis_testing: 8.48, usercpu_time_millis_training: 195.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.898, f_measure: 0.8454, kappa: 0.5726, kb_relative_information_score: 1855.9785, mean_absolute_error: 0.2141, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8451, predictive_accuracy: 0.8514, prior_entropy: 0.8085, recall: 0.8514, relative_absolute_error: 0.5736, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7506, scimark_benchmark: 1267.4292, usercpu_time_millis: 407.524, usercpu_time_millis_testing: 19.717, usercpu_time_millis_training: 387.807,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8462, kappa: 0.5727, kb_relative_information_score: 1813.4125, mean_absolute_error: 0.2191, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8474, predictive_accuracy: 0.8536, prior_entropy: 0.8085, recall: 0.8536, relative_absolute_error: 0.587, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3234, root_relative_squared_error: 0.7488, scimark_benchmark: 1241.9877, usercpu_time_millis: 163.872, usercpu_time_millis_testing: 6.242, usercpu_time_millis_training: 157.63,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8884, f_measure: 0.8352, kappa: 0.5431, kb_relative_information_score: 1539.3681, mean_absolute_error: 0.243, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.835, predictive_accuracy: 0.8424, prior_entropy: 0.8085, recall: 0.8424, relative_absolute_error: 0.6512, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3366, root_relative_squared_error: 0.7793, scimark_benchmark: 1270.7127, usercpu_time_millis: 187.916, usercpu_time_millis_testing: 7.972, usercpu_time_millis_training: 179.944,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9019, f_measure: 0.8491, kappa: 0.5809, kb_relative_information_score: 1797.0676, mean_absolute_error: 0.2213, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8501, predictive_accuracy: 0.856, prior_entropy: 0.8085, recall: 0.856, relative_absolute_error: 0.5929, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3228, root_relative_squared_error: 0.7474, scimark_benchmark: 1269.5271, usercpu_time_millis: 315.568, usercpu_time_millis_testing: 18.01, usercpu_time_millis_training: 297.558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.8431, kappa: 0.567, kb_relative_information_score: 1890.9005, mean_absolute_error: 0.2096, 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: 0.5617, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.7543, scimark_benchmark: 1250.0662, usercpu_time_millis: 746.43, usercpu_time_millis_testing: 20.748, usercpu_time_millis_training: 725.682,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9005, f_measure: 0.848, kappa: 0.5772, kb_relative_information_score: 1798.0109, mean_absolute_error: 0.2208, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8494, predictive_accuracy: 0.8553, prior_entropy: 0.8085, recall: 0.8553, relative_absolute_error: 0.5917, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3235, root_relative_squared_error: 0.749, scimark_benchmark: 1260.3446, usercpu_time_millis: 124.149, usercpu_time_millis_testing: 5.327, usercpu_time_millis_training: 118.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.8418, kappa: 0.5555, kb_relative_information_score: 1475.8139, mean_absolute_error: 0.2495, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.848, predictive_accuracy: 0.8527, prior_entropy: 0.8085, recall: 0.8527, relative_absolute_error: 0.6686, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3336, root_relative_squared_error: 0.7723, scimark_benchmark: 1272.1995, usercpu_time_millis: 142.186, usercpu_time_millis_testing: 10.48, usercpu_time_millis_training: 131.706,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8941, f_measure: 0.8371, kappa: 0.5431, kb_relative_information_score: 1828.3766, mean_absolute_error: 0.2163, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8419, predictive_accuracy: 0.8479, prior_entropy: 0.8085, recall: 0.8479, relative_absolute_error: 0.5796, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.7551, scimark_benchmark: 1244.151, usercpu_time_millis: 572.578, usercpu_time_millis_testing: 11.995, usercpu_time_millis_training: 560.583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8976, f_measure: 0.8427, kappa: 0.564, kb_relative_information_score: 1883.8406, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8428, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.5651, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7511, scimark_benchmark: 1256.3428, usercpu_time_millis: 37.988, usercpu_time_millis_testing: 1.273, usercpu_time_millis_training: 36.715,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.879, f_measure: 0.6454, kb_relative_information_score: 483.977, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8974, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3924, root_relative_squared_error: 0.9085, scimark_benchmark: 1272.654, usercpu_time_millis: 42.064, usercpu_time_millis_testing: 5.178, usercpu_time_millis_training: 36.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8954, f_measure: 0.8427, kappa: 0.5657, kb_relative_information_score: 1862.3729, mean_absolute_error: 0.2118, 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: 0.5676, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.7544, scimark_benchmark: 1272.115, usercpu_time_millis: 328.123, usercpu_time_millis_testing: 10.301, usercpu_time_millis_training: 317.822,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8571, f_measure: 0.7072, kappa: 0.1632, kb_relative_information_score: 637.0435, mean_absolute_error: 0.3079, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.83, predictive_accuracy: 0.7804, prior_entropy: 0.8085, recall: 0.7804, relative_absolute_error: 0.825, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3763, root_relative_squared_error: 0.8713, scimark_benchmark: 1247.5309, usercpu_time_millis: 57.22, usercpu_time_millis_testing: 5.479, usercpu_time_millis_training: 51.741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.841, kappa: 0.5601, kb_relative_information_score: 1928.5085, mean_absolute_error: 0.2052, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8407, predictive_accuracy: 0.8474, prior_entropy: 0.8085, recall: 0.8474, relative_absolute_error: 0.5499, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.7559, scimark_benchmark: 1252.8436, usercpu_time_millis: 602.455, usercpu_time_millis_testing: 11.343, usercpu_time_millis_training: 591.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8847, f_measure: 0.6464, kappa: 0.0027, kb_relative_information_score: 601.4501, mean_absolute_error: 0.3259, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8137, predictive_accuracy: 0.7523, prior_entropy: 0.8085, recall: 0.7523, relative_absolute_error: 0.8733, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3841, root_relative_squared_error: 0.8893, scimark_benchmark: 1273.4217, usercpu_time_millis: 72.936, usercpu_time_millis_testing: 7.368, usercpu_time_millis_training: 65.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8888, f_measure: 0.84, kappa: 0.5601, kb_relative_information_score: 1891.9441, mean_absolute_error: 0.2064, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8388, predictive_accuracy: 0.845, prior_entropy: 0.8085, recall: 0.845, relative_absolute_error: 0.5532, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3319, root_relative_squared_error: 0.7685, scimark_benchmark: 1255.5886, usercpu_time_millis: 1006.143, usercpu_time_millis_testing: 23.884, usercpu_time_millis_training: 982.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.876, f_measure: 0.8227, kappa: 0.5052, kb_relative_information_score: 1264.0878, mean_absolute_error: 0.2579, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8235, predictive_accuracy: 0.8325, prior_entropy: 0.8085, recall: 0.8325, relative_absolute_error: 0.691, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3486, root_relative_squared_error: 0.807, scimark_benchmark: 1253.591, usercpu_time_millis: 98.271, usercpu_time_millis_testing: 4.54, usercpu_time_millis_training: 93.731,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8848, f_measure: 0.6505, kappa: 0.0132, kb_relative_information_score: 623.3509, mean_absolute_error: 0.3242, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8147, predictive_accuracy: 0.7541, prior_entropy: 0.8085, recall: 0.7541, relative_absolute_error: 0.8687, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3827, root_relative_squared_error: 0.886, scimark_benchmark: 1250.3252, usercpu_time_millis: 27.216, usercpu_time_millis_testing: 2.549, usercpu_time_millis_training: 24.667,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8433, kappa: 0.5677, kb_relative_information_score: 1867.02, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8426, predictive_accuracy: 0.849, prior_entropy: 0.8085, recall: 0.849, relative_absolute_error: 0.5699, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.7521, scimark_benchmark: 1266.2731, usercpu_time_millis: 110.208, usercpu_time_millis_testing: 4.718, usercpu_time_millis_training: 105.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8373, f_measure: 0.6752, kappa: 0.0776, kb_relative_information_score: 547.3965, mean_absolute_error: 0.3077, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.821, predictive_accuracy: 0.765, prior_entropy: 0.8085, recall: 0.765, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3827, root_relative_squared_error: 0.886, scimark_benchmark: 1275.9071, usercpu_time_millis: 25.986, usercpu_time_millis_testing: 1.891, usercpu_time_millis_training: 24.095,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8962, f_measure: 0.8444, kappa: 0.5708, kb_relative_information_score: 1895.57, mean_absolute_error: 0.2096, 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: 0.5616, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.7522, scimark_benchmark: 1279.3876, usercpu_time_millis: 225.995, usercpu_time_millis_testing: 6.685, usercpu_time_millis_training: 219.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9004, f_measure: 0.8453, kappa: 0.5694, kb_relative_information_score: 1676.6768, mean_absolute_error: 0.2327, 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: 0.6234, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3266, root_relative_squared_error: 0.7561, scimark_benchmark: 1267.3385, usercpu_time_millis: 24.247, usercpu_time_millis_testing: 2.157, usercpu_time_millis_training: 22.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8953, f_measure: 0.844, kappa: 0.5698, kb_relative_information_score: 1850.4034, mean_absolute_error: 0.214, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8432, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.5735, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3261, root_relative_squared_error: 0.7549, scimark_benchmark: 1267.8094, usercpu_time_millis: 41.045, usercpu_time_millis_testing: 1.869, usercpu_time_millis_training: 39.176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8901, f_measure: 0.8397, kappa: 0.5594, kb_relative_information_score: 1893.4684, mean_absolute_error: 0.2068, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8384, predictive_accuracy: 0.8446, prior_entropy: 0.8085, recall: 0.8446, relative_absolute_error: 0.5542, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3306, root_relative_squared_error: 0.7654, scimark_benchmark: 1260.679, usercpu_time_millis: 460.259, usercpu_time_millis_testing: 12.396, usercpu_time_millis_training: 447.863,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8844, f_measure: 0.827, kappa: 0.5175, kb_relative_information_score: 1369.0232, mean_absolute_error: 0.2543, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.828, predictive_accuracy: 0.8365, prior_entropy: 0.8085, recall: 0.8365, relative_absolute_error: 0.6814, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.343, root_relative_squared_error: 0.7942, scimark_benchmark: 1244.4447, usercpu_time_millis: 37.391, usercpu_time_millis_testing: 2.597, usercpu_time_millis_training: 34.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.894, f_measure: 0.8389, kappa: 0.5499, kb_relative_information_score: 1747.8471, mean_absolute_error: 0.2238, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8415, predictive_accuracy: 0.8481, prior_entropy: 0.8085, recall: 0.8481, relative_absolute_error: 0.5996, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3275, root_relative_squared_error: 0.7583, scimark_benchmark: 1273.689, usercpu_time_millis: 354.345, usercpu_time_millis_testing: 9.956, usercpu_time_millis_training: 344.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8965, f_measure: 0.8414, kappa: 0.5579, kb_relative_information_score: 1728.9345, mean_absolute_error: 0.2263, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8433, predictive_accuracy: 0.8498, prior_entropy: 0.8085, recall: 0.8498, relative_absolute_error: 0.6063, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.7568, scimark_benchmark: 1269.5978, usercpu_time_millis: 377.806, usercpu_time_millis_testing: 10.227, usercpu_time_millis_training: 367.579,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8794, f_measure: 0.8198, kappa: 0.4927, kb_relative_information_score: 1127.0842, mean_absolute_error: 0.2718, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8249, predictive_accuracy: 0.8332, prior_entropy: 0.8085, recall: 0.8332, relative_absolute_error: 0.7285, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3506, root_relative_squared_error: 0.8118, scimark_benchmark: 1268.0651, usercpu_time_millis: 67.486, usercpu_time_millis_testing: 3.421, usercpu_time_millis_training: 64.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8963, f_measure: 0.8442, kappa: 0.5696, kb_relative_information_score: 1862.192, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8437, predictive_accuracy: 0.8501, prior_entropy: 0.8085, recall: 0.8501, relative_absolute_error: 0.5705, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.7529, scimark_benchmark: 1268.0189, usercpu_time_millis: 270.57, usercpu_time_millis_testing: 11.945, usercpu_time_millis_training: 258.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, f_measure: 0.8349, kappa: 0.5404, kb_relative_information_score: 1525.2167, mean_absolute_error: 0.2448, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8358, predictive_accuracy: 0.8433, prior_entropy: 0.8085, recall: 0.8433, relative_absolute_error: 0.656, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3348, root_relative_squared_error: 0.7752, scimark_benchmark: 1245.3813, usercpu_time_millis: 100.789, usercpu_time_millis_testing: 5.379, usercpu_time_millis_training: 95.41,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8945, f_measure: 0.8225, kappa: 0.4947, kb_relative_information_score: 1216.627, mean_absolute_error: 0.2709, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.842, predictive_accuracy: 0.8415, prior_entropy: 0.8085, recall: 0.8415, relative_absolute_error: 0.726, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.7995, scimark_benchmark: 1273.7886, usercpu_time_millis: 51.246, usercpu_time_millis_testing: 4.247, usercpu_time_millis_training: 46.999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8777, f_measure: 0.7422, kappa: 0.2598, kb_relative_information_score: 885.7493, mean_absolute_error: 0.2892, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8348, predictive_accuracy: 0.7981, prior_entropy: 0.8085, recall: 0.7981, relative_absolute_error: 0.7749, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3617, root_relative_squared_error: 0.8374, scimark_benchmark: 1269.8706, usercpu_time_millis: 58.166, usercpu_time_millis_testing: 4.376, usercpu_time_millis_training: 53.79,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8914, f_measure: 0.8355, kappa: 0.5419, kb_relative_information_score: 1580.5755, mean_absolute_error: 0.2396, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8366, predictive_accuracy: 0.8439, prior_entropy: 0.8085, recall: 0.8439, relative_absolute_error: 0.642, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3331, root_relative_squared_error: 0.7713, scimark_benchmark: 1240.471, usercpu_time_millis: 234.308, usercpu_time_millis_testing: 8.005, usercpu_time_millis_training: 226.303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8968, f_measure: 0.8404, kappa: 0.5552, kb_relative_information_score: 1657.8491, mean_absolute_error: 0.2331, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8421, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.6246, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3285, root_relative_squared_error: 0.7606, scimark_benchmark: 1277.4041, usercpu_time_millis: 137.856, usercpu_time_millis_testing: 7.053, usercpu_time_millis_training: 130.803,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.844, kappa: 0.5652, kb_relative_information_score: 1644.5774, mean_absolute_error: 0.2352, 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: 0.6301, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3278, root_relative_squared_error: 0.7588, scimark_benchmark: 1256.3955, usercpu_time_millis: 163.897, usercpu_time_millis_testing: 13.794, usercpu_time_millis_training: 150.103,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5004, f_measure: 0.6454, kb_relative_information_score: -0.0252, mean_absolute_error: 0.3731, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.4319, root_relative_squared_error: 1, scimark_benchmark: 1274.1136, usercpu_time_millis: 5.973, usercpu_time_millis_testing: 0.536, usercpu_time_millis_training: 5.437,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8996, f_measure: 0.8461, kappa: 0.574, kb_relative_information_score: 1863.5571, mean_absolute_error: 0.2139, 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: 0.5732, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.7475, scimark_benchmark: 1246.3281, usercpu_time_millis: 336.805, usercpu_time_millis_testing: 14.171, usercpu_time_millis_training: 322.634,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8936, f_measure: 0.8368, kappa: 0.5462, kb_relative_information_score: 1673.0645, mean_absolute_error: 0.2312, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8376, predictive_accuracy: 0.8448, prior_entropy: 0.8085, recall: 0.8448, relative_absolute_error: 0.6196, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3298, root_relative_squared_error: 0.7636, scimark_benchmark: 1248.9554, usercpu_time_millis: 14.644, usercpu_time_millis_testing: 0.686, usercpu_time_millis_training: 13.958,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8051, f_measure: 0.6454, kb_relative_information_score: 507.5024, mean_absolute_error: 0.3062, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.5653, predictive_accuracy: 0.7519, prior_entropy: 0.8085, recall: 0.7519, relative_absolute_error: 0.8204, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3881, root_relative_squared_error: 0.8986, scimark_benchmark: 1268.8356, usercpu_time_millis: 93.413, usercpu_time_millis_testing: 4.926, usercpu_time_millis_training: 88.487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8657, f_measure: 0.7252, kappa: 0.2125, kb_relative_information_score: 697.8557, mean_absolute_error: 0.2941, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8301, predictive_accuracy: 0.7891, prior_entropy: 0.8085, recall: 0.7891, relative_absolute_error: 0.788, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3731, root_relative_squared_error: 0.8637, scimark_benchmark: 1253.3195, usercpu_time_millis: 39.677, usercpu_time_millis_testing: 2.682, usercpu_time_millis_training: 36.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8408, kappa: 0.552, kb_relative_information_score: 1436.5641, mean_absolute_error: 0.2531, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8483, predictive_accuracy: 0.8525, prior_entropy: 0.8085, recall: 0.8525, relative_absolute_error: 0.6782, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3356, root_relative_squared_error: 0.7769, scimark_benchmark: 1245.677, usercpu_time_millis: 48.65, usercpu_time_millis_testing: 3.689, usercpu_time_millis_training: 44.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8931, f_measure: 0.8413, kappa: 0.5626, kb_relative_information_score: 1870.4468, mean_absolute_error: 0.2106, 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: 0.5642, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.7592, scimark_benchmark: 1256.5433, usercpu_time_millis: 190.314, usercpu_time_millis_testing: 7.212, usercpu_time_millis_training: 183.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8993, f_measure: 0.8453, kappa: 0.572, kb_relative_information_score: 1878.4873, mean_absolute_error: 0.2125, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8453, predictive_accuracy: 0.8516, prior_entropy: 0.8085, recall: 0.8516, relative_absolute_error: 0.5694, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.323, root_relative_squared_error: 0.7479, scimark_benchmark: 1270.8463, usercpu_time_millis: 117.399, usercpu_time_millis_testing: 6.191, usercpu_time_millis_training: 111.208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8938, f_measure: 0.8415, kappa: 0.5627, kb_relative_information_score: 1850.5956, mean_absolute_error: 0.2127, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8407, predictive_accuracy: 0.8472, prior_entropy: 0.8085, recall: 0.8472, relative_absolute_error: 0.5699, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3269, root_relative_squared_error: 0.7569, scimark_benchmark: 1274.2945, usercpu_time_millis: 25.537, usercpu_time_millis_testing: 1.073, usercpu_time_millis_training: 24.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8253, kappa: 0.5048, kb_relative_information_score: 1283.2168, mean_absolute_error: 0.266, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8381, predictive_accuracy: 0.8415, prior_entropy: 0.8085, recall: 0.8415, relative_absolute_error: 0.7129, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3434, root_relative_squared_error: 0.795, scimark_benchmark: 1272.2884, usercpu_time_millis: 10.939, usercpu_time_millis_testing: 0.984, usercpu_time_millis_training: 9.955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8985, f_measure: 0.8447, kappa: 0.5689, kb_relative_information_score: 1863.4697, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8454, predictive_accuracy: 0.8518, prior_entropy: 0.8085, recall: 0.8518, relative_absolute_error: 0.5726, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3237, root_relative_squared_error: 0.7493, scimark_benchmark: 1237.1753, usercpu_time_millis: 105.505, usercpu_time_millis_testing: 2.78, usercpu_time_millis_training: 102.725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, f_measure: 0.8456, kappa: 0.5702, kb_relative_information_score: 1767.611, mean_absolute_error: 0.2236, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8472, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.5991, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3244, root_relative_squared_error: 0.7511, scimark_benchmark: 1246.5901, usercpu_time_millis: 228.217, usercpu_time_millis_testing: 10.614, usercpu_time_millis_training: 217.603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8978, f_measure: 0.8475, kappa: 0.5784, kb_relative_information_score: 1758.3678, mean_absolute_error: 0.2235, 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: 0.5988, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3259, root_relative_squared_error: 0.7545, scimark_benchmark: 1250.6973, usercpu_time_millis: 66.837, usercpu_time_millis_testing: 4.745, usercpu_time_millis_training: 62.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8742, f_measure: 0.7106, kappa: 0.1727, kb_relative_information_score: 759.9828, mean_absolute_error: 0.3023, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8311, predictive_accuracy: 0.7821, prior_entropy: 0.8085, recall: 0.7821, relative_absolute_error: 0.81, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3693, root_relative_squared_error: 0.855, scimark_benchmark: 1268.4757, usercpu_time_millis: 27.533, usercpu_time_millis_testing: 2.647, usercpu_time_millis_training: 24.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.845, kappa: 0.5722, kb_relative_information_score: 1908.2233, mean_absolute_error: 0.208, 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: 0.5574, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.7528, scimark_benchmark: 1274.6723, usercpu_time_millis: 210.733, usercpu_time_millis_testing: 4.253, usercpu_time_millis_training: 206.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.901, f_measure: 0.8442, kappa: 0.565, kb_relative_information_score: 1642.261, mean_absolute_error: 0.2358, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.847, predictive_accuracy: 0.8529, prior_entropy: 0.8085, recall: 0.8529, relative_absolute_error: 0.6318, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3273, root_relative_squared_error: 0.7577, scimark_benchmark: 1248.3925, usercpu_time_millis: 47.019, usercpu_time_millis_testing: 3.188, usercpu_time_millis_training: 43.831,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8939, f_measure: 0.8438, kappa: 0.5696, kb_relative_information_score: 1889.8191, mean_absolute_error: 0.2087, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.843, predictive_accuracy: 0.8492, prior_entropy: 0.8085, recall: 0.8492, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3271, root_relative_squared_error: 0.7572, scimark_benchmark: 1255.4338, usercpu_time_millis: 554.748, usercpu_time_millis_testing: 16.262, usercpu_time_millis_training: 538.486,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8997, f_measure: 0.8452, kappa: 0.5696, kb_relative_information_score: 1775.971, mean_absolute_error: 0.2225, 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: 0.5963, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3243, root_relative_squared_error: 0.7508, scimark_benchmark: 1271.3524, usercpu_time_millis: 228.937, usercpu_time_millis_testing: 12.59, usercpu_time_millis_training: 216.347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9015, f_measure: 0.8458, kappa: 0.572, kb_relative_information_score: 1760.4427, mean_absolute_error: 0.225, 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: 0.6028, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3238, root_relative_squared_error: 0.7496, scimark_benchmark: 1245.2122, usercpu_time_millis: 142.556, usercpu_time_millis_testing: 8.564, usercpu_time_millis_training: 133.992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8975, f_measure: 0.8382, kappa: 0.5454, kb_relative_information_score: 1480.4526, mean_absolute_error: 0.2496, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.844, predictive_accuracy: 0.8494, prior_entropy: 0.8085, recall: 0.8494, relative_absolute_error: 0.6688, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3342, root_relative_squared_error: 0.7737, scimark_benchmark: 1274.365, usercpu_time_millis: 76.165, usercpu_time_millis_testing: 7.491, usercpu_time_millis_training: 68.674,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, f_measure: 0.8459, kappa: 0.571, kb_relative_information_score: 1764.9605, mean_absolute_error: 0.2235, 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: 0.599, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.752, scimark_benchmark: 1268.5113, usercpu_time_millis: 37.835, usercpu_time_millis_testing: 1.752, usercpu_time_millis_training: 36.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8875, f_measure: 0.8086, kappa: 0.4533, kb_relative_information_score: 1123.5435, mean_absolute_error: 0.2782, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8317, predictive_accuracy: 0.8314, prior_entropy: 0.8085, recall: 0.8314, relative_absolute_error: 0.7454, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3509, root_relative_squared_error: 0.8124, scimark_benchmark: 1247.8396, usercpu_time_millis: 43.243, usercpu_time_millis_testing: 3.467, usercpu_time_millis_training: 39.776,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8967, f_measure: 0.8426, kappa: 0.5614, kb_relative_information_score: 1740.4116, mean_absolute_error: 0.2251, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8443, predictive_accuracy: 0.8507, prior_entropy: 0.8085, recall: 0.8507, relative_absolute_error: 0.6033, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3265, root_relative_squared_error: 0.756, scimark_benchmark: 1247.9307, usercpu_time_millis: 176.28, usercpu_time_millis_testing: 5.896, usercpu_time_millis_training: 170.384,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8857, f_measure: 0.8346, kappa: 0.537, kb_relative_information_score: 1715.3525, mean_absolute_error: 0.2257, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8376, predictive_accuracy: 0.8446, prior_entropy: 0.8085, recall: 0.8446, relative_absolute_error: 0.6049, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3322, root_relative_squared_error: 0.7692, scimark_benchmark: 1271.1334, usercpu_time_millis: 40.341, usercpu_time_millis_testing: 1.151, usercpu_time_millis_training: 39.19,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.8416, kappa: 0.5592, kb_relative_information_score: 1746.649, mean_absolute_error: 0.2246, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.843, predictive_accuracy: 0.8496, prior_entropy: 0.8085, recall: 0.8496, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3267, root_relative_squared_error: 0.7564, scimark_benchmark: 1263.2104, usercpu_time_millis: 187.709, usercpu_time_millis_testing: 7.666, usercpu_time_millis_training: 180.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, f_measure: 0.8376, kappa: 0.5487, kb_relative_information_score: 1659.8503, mean_absolute_error: 0.233, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8381, predictive_accuracy: 0.8452, prior_entropy: 0.8085, recall: 0.8452, relative_absolute_error: 0.6243, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.7667, scimark_benchmark: 1272.7996, usercpu_time_millis: 6.958, usercpu_time_millis_testing: 0.452, usercpu_time_millis_training: 6.506,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8974, f_measure: 0.8447, kappa: 0.5705, kb_relative_information_score: 1874.001, mean_absolute_error: 0.2123, 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: 0.5689, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.7506, scimark_benchmark: 1272.5014, usercpu_time_millis: 209.32, usercpu_time_millis_testing: 8.344, usercpu_time_millis_training: 200.976,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.84, kappa: 0.5534, kb_relative_information_score: 1758.5106, mean_absolute_error: 0.223, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8421, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.5975, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3272, root_relative_squared_error: 0.7575, scimark_benchmark: 1252.1206, usercpu_time_millis: 143.406, usercpu_time_millis_testing: 2.66, usercpu_time_millis_training: 140.746,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.8384, kappa: 0.5514, kb_relative_information_score: 1674.6348, mean_absolute_error: 0.2311, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8386, predictive_accuracy: 0.8457, prior_entropy: 0.8085, recall: 0.8457, relative_absolute_error: 0.6193, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3305, root_relative_squared_error: 0.7651, scimark_benchmark: 1248.3213, usercpu_time_millis: 148.133, usercpu_time_millis_testing: 6.246, usercpu_time_millis_training: 141.887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8946, f_measure: 0.8371, kappa: 0.5422, kb_relative_information_score: 1418.9878, mean_absolute_error: 0.2537, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8431, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.6797, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.337, root_relative_squared_error: 0.7803, scimark_benchmark: 1250.5411, usercpu_time_millis: 5.167, usercpu_time_millis_testing: 0.625, usercpu_time_millis_training: 4.542,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8958, f_measure: 0.8404, kappa: 0.5555, kb_relative_information_score: 1703.9295, mean_absolute_error: 0.2285, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8418, predictive_accuracy: 0.8485, prior_entropy: 0.8085, recall: 0.8485, relative_absolute_error: 0.6123, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3279, root_relative_squared_error: 0.7592, scimark_benchmark: 1247.8389, usercpu_time_millis: 203.233, usercpu_time_millis_testing: 9.013, usercpu_time_millis_training: 194.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8969, f_measure: 0.8424, kappa: 0.5649, kb_relative_information_score: 1846.373, mean_absolute_error: 0.2145, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8417, predictive_accuracy: 0.8481, prior_entropy: 0.8085, recall: 0.8481, relative_absolute_error: 0.5747, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3248, root_relative_squared_error: 0.7519, scimark_benchmark: 1249.2744, usercpu_time_millis: 203.501, usercpu_time_millis_testing: 8.433, usercpu_time_millis_training: 195.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.821, kappa: 0.4913, kb_relative_information_score: 1263.6759, mean_absolute_error: 0.2682, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8364, predictive_accuracy: 0.8389, prior_entropy: 0.8085, recall: 0.8389, relative_absolute_error: 0.7186, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.344, root_relative_squared_error: 0.7965, scimark_benchmark: 1255.931, usercpu_time_millis: 66.959, usercpu_time_millis_testing: 5.763, usercpu_time_millis_training: 61.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8728, f_measure: 0.7343, kappa: 0.238, kb_relative_information_score: 854.9163, mean_absolute_error: 0.2892, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.835, predictive_accuracy: 0.7942, prior_entropy: 0.8085, recall: 0.7942, relative_absolute_error: 0.7748, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3632, root_relative_squared_error: 0.8409, scimark_benchmark: 1236.8104, usercpu_time_millis: 12.08, usercpu_time_millis_testing: 0.787, usercpu_time_millis_training: 11.293,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8804, f_measure: 0.8238, kappa: 0.5056, kb_relative_information_score: 1100.8443, mean_absolute_error: 0.2698, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8273, predictive_accuracy: 0.8356, prior_entropy: 0.8085, recall: 0.8356, relative_absolute_error: 0.723, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3518, root_relative_squared_error: 0.8144, scimark_benchmark: 1269.9427, usercpu_time_millis: 56.824, usercpu_time_millis_testing: 4.211, usercpu_time_millis_training: 52.613,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.7037, kappa: 0.1537, kb_relative_information_score: 747.0033, mean_absolute_error: 0.3041, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.829, predictive_accuracy: 0.7786, prior_entropy: 0.8085, recall: 0.7786, relative_absolute_error: 0.8148, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3704, root_relative_squared_error: 0.8575, scimark_benchmark: 1246.0304, usercpu_time_millis: 52.451, usercpu_time_millis_testing: 4.615, usercpu_time_millis_training: 47.836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8952, f_measure: 0.8405, kappa: 0.5557, kb_relative_information_score: 1708.4161, mean_absolute_error: 0.2279, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.842, predictive_accuracy: 0.8488, prior_entropy: 0.8085, recall: 0.8488, relative_absolute_error: 0.6108, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3281, root_relative_squared_error: 0.7597, scimark_benchmark: 1244.4334, usercpu_time_millis: 55.697, usercpu_time_millis_testing: 1.802, usercpu_time_millis_training: 53.895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.844, kappa: 0.5637, kb_relative_information_score: 1564.9058, mean_absolute_error: 0.2422, mean_prior_absolute_error: 0.3732, number_of_instances: 4562, precision: 0.8478, predictive_accuracy: 0.8534, prior_entropy: 0.8085, recall: 0.8534, relative_absolute_error: 0.6491, root_mean_prior_squared_error: 0.4319, root_mean_squared_error: 0.3302, root_relative_squared_error: 0.7646, scimark_benchmark: 1235.2628, usercpu_time_millis: 90.946, usercpu_time_millis_testing: 8.224, usercpu_time_millis_training: 82.722,

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