Task
Supervised Classification on mfeat-karhunen

Supervised Classification on mfeat-karhunen

Task 16 Supervised Classification mfeat-karhunen 24479 runs submitted
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  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9442, f_measure: 0.8994, kappa: 0.8883, kb_relative_information_score: 1789.8027, mean_absolute_error: 0.0201, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9004, predictive_accuracy: 0.8995, prior_entropy: 3.3219, recall: 0.8995, relative_absolute_error: 0.1117, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.4726, usercpu_time_millis: 113.353, usercpu_time_millis_testing: 9.003, usercpu_time_millis_training: 104.35,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.928, kappa: 0.92, kb_relative_information_score: 1849.4109, mean_absolute_error: 0.0144, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9286, predictive_accuracy: 0.928, prior_entropy: 3.3219, recall: 0.928, relative_absolute_error: 0.08, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.12, root_relative_squared_error: 0.4, usercpu_time_millis: 20.757, usercpu_time_millis_testing: 0.121, usercpu_time_millis_training: 20.636,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9639, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 1864.0515, mean_absolute_error: 0.013, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9371, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.0722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.114, root_relative_squared_error: 0.3801, usercpu_time_millis: 7.659, usercpu_time_millis_testing: 6.189, usercpu_time_millis_training: 1.47,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7892, f_measure: 0.5992, kappa: 0.5783, kb_relative_information_score: 1206.2701, mean_absolute_error: 0.0759, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.625, predictive_accuracy: 0.6205, prior_entropy: 3.3219, recall: 0.6205, relative_absolute_error: 0.4217, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2755, root_relative_squared_error: 0.9183, usercpu_time_millis: 10.167, usercpu_time_millis_testing: 0.248, usercpu_time_millis_training: 9.919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.9474, kappa: 0.9417, kb_relative_information_score: 1890.1955, mean_absolute_error: 0.0105, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9479, predictive_accuracy: 0.9475, prior_entropy: 3.3219, recall: 0.9475, relative_absolute_error: 0.0583, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1025, root_relative_squared_error: 0.3416, usercpu_time_millis: 1.398, usercpu_time_millis_testing: 0.035, usercpu_time_millis_training: 1.363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.2904, kappa: 0.2228, kb_relative_information_score: 536.9853, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2978, predictive_accuracy: 0.3005, prior_entropy: 3.3219, recall: 0.3005, relative_absolute_error: 0.7772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.374, root_relative_squared_error: 1.2468, usercpu_time_millis: 3.377, usercpu_time_millis_testing: 0.897, usercpu_time_millis_training: 2.48,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, f_measure: 0.8451, kappa: 0.8283, kb_relative_information_score: 1676.8609, mean_absolute_error: 0.0309, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8451, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1717, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1758, root_relative_squared_error: 0.5859, usercpu_time_millis: 9.38, usercpu_time_millis_testing: 1.182, usercpu_time_millis_training: 8.198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9819, f_measure: 0.9677, kappa: 0.9639, kb_relative_information_score: 1932.0258, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9687, predictive_accuracy: 0.9675, prior_entropy: 3.3219, recall: 0.9675, relative_absolute_error: 0.0361, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0806, root_relative_squared_error: 0.2687, usercpu_time_millis: 1.88, usercpu_time_millis_testing: 0.179, usercpu_time_millis_training: 1.701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9797, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 1923.6597, mean_absolute_error: 0.0073, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9636, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.0406, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0854, root_relative_squared_error: 0.2848, usercpu_time_millis: 57.954, usercpu_time_millis_testing: 0.339, usercpu_time_millis_training: 57.615,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.9655, kappa: 0.9617, kb_relative_information_score: 1927.8427, mean_absolute_error: 0.0069, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9657, predictive_accuracy: 0.9655, prior_entropy: 3.3219, recall: 0.9655, relative_absolute_error: 0.0383, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.2769, usercpu_time_millis: 256.069, usercpu_time_millis_testing: 16.578, usercpu_time_millis_training: 239.491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, f_measure: 0.9645, kappa: 0.9606, kb_relative_information_score: 1925.7512, mean_absolute_error: 0.0071, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9648, predictive_accuracy: 0.9645, prior_entropy: 3.3219, recall: 0.9645, relative_absolute_error: 0.0394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0843, root_relative_squared_error: 0.2809, usercpu_time_millis: 80.258, usercpu_time_millis_testing: 0.748, usercpu_time_millis_training: 79.51,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.98, kappa: 0.9778, kb_relative_information_score: 1958.1697, mean_absolute_error: 0.004, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9803, predictive_accuracy: 0.98, prior_entropy: 3.3219, recall: 0.98, relative_absolute_error: 0.0222, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0632, root_relative_squared_error: 0.2108, usercpu_time_millis: 260.854, usercpu_time_millis_testing: 1.319, usercpu_time_millis_training: 259.535,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.835, f_measure: 0.7035, kappa: 0.67, kb_relative_information_score: 1378.8201, mean_absolute_error: 0.0594, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7121, predictive_accuracy: 0.703, prior_entropy: 3.3219, recall: 0.703, relative_absolute_error: 0.33, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.8124, usercpu_time_millis: 2.048, usercpu_time_millis_testing: 0.098, usercpu_time_millis_training: 1.95,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5533, f_measure: 0.1543, kappa: 0.1067, kb_relative_information_score: 318.422, mean_absolute_error: 0.1608, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1547, predictive_accuracy: 0.196, prior_entropy: 3.3219, recall: 0.196, relative_absolute_error: 0.8933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.401, root_relative_squared_error: 1.3367, usercpu_time_millis: 2.393, usercpu_time_millis_testing: 0.036, usercpu_time_millis_training: 2.357,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9739, f_measure: 0.9531, kappa: 0.9478, kb_relative_information_score: 1901.6988, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9535, predictive_accuracy: 0.953, prior_entropy: 3.3219, recall: 0.953, relative_absolute_error: 0.0522, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.097, root_relative_squared_error: 0.3232, usercpu_time_millis: 4.048, usercpu_time_millis_testing: 0.031, usercpu_time_millis_training: 4.017,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, f_measure: 0.9376, kappa: 0.93, kb_relative_information_score: 1868.2346, mean_absolute_error: 0.0126, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.941, predictive_accuracy: 0.937, prior_entropy: 3.3219, recall: 0.937, relative_absolute_error: 0.07, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1123, root_relative_squared_error: 0.3742, usercpu_time_millis: 2707.12, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 2707.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9869, f_measure: 0.9765, kappa: 0.9739, kb_relative_information_score: 1950.8494, mean_absolute_error: 0.0047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9767, predictive_accuracy: 0.9765, prior_entropy: 3.3219, recall: 0.9765, relative_absolute_error: 0.0261, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0686, root_relative_squared_error: 0.2285, usercpu_time_millis: 16.305, usercpu_time_millis_testing: 0.582, usercpu_time_millis_training: 15.723,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.8207, kappa: 0.8011, kb_relative_information_score: 1625.6188, mean_absolute_error: 0.0358, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8214, predictive_accuracy: 0.821, prior_entropy: 3.3219, recall: 0.821, relative_absolute_error: 0.1989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.6307, usercpu_time_millis: 12.452, usercpu_time_millis_testing: 0.207, usercpu_time_millis_training: 12.245,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9753, f_measure: 0.9555, kappa: 0.9506, kb_relative_information_score: 1906.9276, mean_absolute_error: 0.0089, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9559, predictive_accuracy: 0.9555, prior_entropy: 3.3219, recall: 0.9555, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.3145, usercpu_time_millis: 12.339, usercpu_time_millis_testing: 0.416, usercpu_time_millis_training: 11.923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5081, f_measure: 0.0469, kappa: 0.0161, kb_relative_information_score: 147.9635, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9101, predictive_accuracy: 0.1145, prior_entropy: 3.3219, recall: 0.1145, relative_absolute_error: 0.9839, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4208, root_relative_squared_error: 1.4028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, f_measure: 0.9495, kappa: 0.9439, kb_relative_information_score: 1894.3785, mean_absolute_error: 0.0101, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9505, predictive_accuracy: 0.9495, prior_entropy: 3.3219, recall: 0.9495, relative_absolute_error: 0.0561, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.335,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: trace file contains no fields with prefix 'parameter_' (i.e., parameters are not registered).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 1123.3072, usercpu_time_millis: 270, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 260,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9801, f_measure: 0.9639, kappa: 0.96, kb_relative_information_score: 1920.5568, mean_absolute_error: 0.0082, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9644, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.0453, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0846, root_relative_squared_error: 0.2821, scimark_benchmark: 1081.3593, usercpu_time_millis: 2070, usercpu_time_millis_testing: 2070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.7716, kappa: 0.7478, kb_relative_information_score: 1476.0539, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7723, predictive_accuracy: 0.773, prior_entropy: 3.3219, recall: 0.773, relative_absolute_error: 0.333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.191, root_relative_squared_error: 0.6368, scimark_benchmark: 1089.4552, usercpu_time_millis: 400, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, f_measure: 0.961, kappa: 0.9567, kb_relative_information_score: 1609.2691, mean_absolute_error: 0.064, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9616, predictive_accuracy: 0.961, prior_entropy: 3.3219, recall: 0.961, relative_absolute_error: 0.3556, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1327, root_relative_squared_error: 0.4425, scimark_benchmark: 1212.762, usercpu_time_millis: 2470, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 2240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 1870.9729, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9371, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.3519, scimark_benchmark: 1198.7018, usercpu_time_millis: 1540, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 1200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9236, f_measure: 0.8097, kappa: 0.7878, kb_relative_information_score: 1567.79, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8121, predictive_accuracy: 0.809, prior_entropy: 3.3219, recall: 0.809, relative_absolute_error: 0.2526, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1865, root_relative_squared_error: 0.6217, scimark_benchmark: 1166.2405, usercpu_time_millis: 3630, usercpu_time_millis_training: 3630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 1870.9382, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.937, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.3519, scimark_benchmark: 1208.4916, usercpu_time_millis: 460, usercpu_time_millis_testing: 440, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.functions.SGD: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9655, f_measure: 0.8961, kappa: 0.8844, kb_relative_information_score: 1786.4524, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8966, predictive_accuracy: 0.896, prior_entropy: 3.3219, recall: 0.896, relative_absolute_error: 0.1165, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1411, root_relative_squared_error: 0.4703, scimark_benchmark: 1379.8033, usercpu_time_millis: 5560, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 5540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9636, kappa: 0.9594, kb_relative_information_score: 592.8675, mean_absolute_error: 0.1604, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.964, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.891, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2725, root_relative_squared_error: 0.9084, scimark_benchmark: 556.812, usercpu_time_millis: 930, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9937, f_measure: 0.96, kappa: 0.9556, kb_relative_information_score: 1909.63, mean_absolute_error: 0.0131, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9615, predictive_accuracy: 0.96, prior_entropy: 3.3219, recall: 0.96, relative_absolute_error: 0.0729, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0779, root_relative_squared_error: 0.2598, scimark_benchmark: 1123.884, usercpu_time_millis: 3090, usercpu_time_millis_testing: 3080, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9519, kappa: 0.9467, kb_relative_information_score: 1880.2313, mean_absolute_error: 0.0182, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9538, predictive_accuracy: 0.952, prior_entropy: 3.3219, recall: 0.952, relative_absolute_error: 0.101, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2834, scimark_benchmark: 1311.0717, usercpu_time_millis: 2970, usercpu_time_millis_testing: 2960, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, f_measure: 0.9649, kappa: 0.9611, kb_relative_information_score: 1922.6445, mean_absolute_error: 0.008, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9652, predictive_accuracy: 0.965, prior_entropy: 3.3219, recall: 0.965, relative_absolute_error: 0.0442, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0835, root_relative_squared_error: 0.2782, scimark_benchmark: 1310.0751, usercpu_time_millis: 1610, usercpu_time_millis_testing: 1460, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9383, kappa: 0.9311, kb_relative_information_score: 1878.7765, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9397, predictive_accuracy: 0.938, prior_entropy: 3.3219, recall: 0.938, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.3397, scimark_benchmark: 1312.1749, usercpu_time_millis: 460, usercpu_time_millis_testing: 290, usercpu_time_millis_training: 170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 1614.119, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.96, predictive_accuracy: 0.9595, prior_entropy: 3.3219, recall: 0.9595, relative_absolute_error: 0.3516, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1317, root_relative_squared_error: 0.439, scimark_benchmark: 567.8643, usercpu_time_millis: 3220, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 3010,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.9383, kappa: 0.9311, kb_relative_information_score: 1878.7656, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9397, predictive_accuracy: 0.938, prior_entropy: 3.3219, recall: 0.938, relative_absolute_error: 0.0712, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.3397, scimark_benchmark: 993.7677, usercpu_time_millis: 1540, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 1130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9348, f_measure: 0.7722, kappa: 0.7483, kb_relative_information_score: 1478.4604, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7728, predictive_accuracy: 0.7735, prior_entropy: 3.3219, recall: 0.7735, relative_absolute_error: 0.3311, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.636, scimark_benchmark: 1211.7405, usercpu_time_millis: 390, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.functions.SGD: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 1916.0813, mean_absolute_error: 0.0122, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9644, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.0679, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0752, root_relative_squared_error: 0.2508, scimark_benchmark: 804.334, usercpu_time_millis: 3950, usercpu_time_millis_testing: 3720, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.997, f_measure: 0.9595, kappa: 0.955, kb_relative_information_score: 1891.2856, mean_absolute_error: 0.0165, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9608, predictive_accuracy: 0.9595, prior_entropy: 3.3219, recall: 0.9595, relative_absolute_error: 0.0916, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0808, root_relative_squared_error: 0.2693, scimark_benchmark: 1316.6447, usercpu_time_millis: 2450, usercpu_time_millis_testing: 2300, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9467, kappa: 0.9411, kb_relative_information_score: 1926.1194, mean_absolute_error: 0.0094, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9507, predictive_accuracy: 0.947, prior_entropy: 3.3219, recall: 0.947, relative_absolute_error: 0.0521, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0771, root_relative_squared_error: 0.257, scimark_benchmark: 1103.8449, usercpu_time_millis: 2630, usercpu_time_millis_testing: 2630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, f_measure: 0.9492, kappa: 0.9439, kb_relative_information_score: 1928.5266, mean_absolute_error: 0.009, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9528, predictive_accuracy: 0.9495, prior_entropy: 3.3219, recall: 0.9495, relative_absolute_error: 0.0499, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0758, root_relative_squared_error: 0.2526, scimark_benchmark: 1169.1033, usercpu_time_millis: 2050, usercpu_time_millis_testing: 1900, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8616, f_measure: 0.3356, kappa: 0.3289, kb_relative_information_score: 595.5814, mean_absolute_error: 0.1553, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3122, predictive_accuracy: 0.396, prior_entropy: 3.3219, recall: 0.396, relative_absolute_error: 0.8626, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8981, scimark_benchmark: 1006.4398, usercpu_time_millis: 4600, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 4510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 913.2977, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8613, f_measure: 0.3297, kappa: 0.3217, kb_relative_information_score: 590.6161, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3171, predictive_accuracy: 0.3895, prior_entropy: 3.3219, recall: 0.3895, relative_absolute_error: 0.8639, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2698, root_relative_squared_error: 0.8994, scimark_benchmark: 1012.9621, usercpu_time_millis: 4730, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 4710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 1571.9596, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6114, f_measure: 0.2904, kappa: 0.2228, kb_relative_information_score: 536.9853, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.2978, predictive_accuracy: 0.3005, prior_entropy: 3.3219, recall: 0.3005, relative_absolute_error: 0.7772, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.374, root_relative_squared_error: 1.2468, scimark_benchmark: 1577.8016, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8971, f_measure: 0.8151, kappa: 0.7961, kb_relative_information_score: 1614.0673, mean_absolute_error: 0.0372, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8149, predictive_accuracy: 0.8165, prior_entropy: 3.3219, recall: 0.8165, relative_absolute_error: 0.2066, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.6381, scimark_benchmark: 1721.1717, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.7312, kappa: 0.7011, kb_relative_information_score: 1437.3825, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7322, predictive_accuracy: 0.731, prior_entropy: 3.3219, recall: 0.731, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.7732, scimark_benchmark: 1668.1925, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9525, kappa: 0.9472, kb_relative_information_score: 1892.4358, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9526, predictive_accuracy: 0.9525, prior_entropy: 3.3219, recall: 0.9525, relative_absolute_error: 0.079, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.085, root_relative_squared_error: 0.2834, scimark_benchmark: 1530.4778, usercpu_time_millis: 10390, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 1435.3763, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9635, kappa: 0.9594, kb_relative_information_score: 1613.9775, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.964, predictive_accuracy: 0.9635, prior_entropy: 3.3219, recall: 0.9635, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.4374, scimark_benchmark: 1473.2815, usercpu_time_millis: 340, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.4839, kappa: 0.4739, kb_relative_information_score: 981.8635, mean_absolute_error: 0.1203, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.525, predictive_accuracy: 0.5265, prior_entropy: 3.3219, recall: 0.5265, relative_absolute_error: 0.6685, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2486, root_relative_squared_error: 0.8286, scimark_benchmark: 1540.0451, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9936, f_measure: 0.9353, kappa: 0.9278, kb_relative_information_score: 1870.9382, mean_absolute_error: 0.0136, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.937, predictive_accuracy: 0.935, prior_entropy: 3.3219, recall: 0.935, relative_absolute_error: 0.0757, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1056, root_relative_squared_error: 0.3519, scimark_benchmark: 1384.7015, usercpu_time_millis: 390, usercpu_time_millis_testing: 360, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9219, f_measure: 0.8451, kappa: 0.8283, kb_relative_information_score: 1670.2515, mean_absolute_error: 0.0326, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8451, predictive_accuracy: 0.8455, prior_entropy: 3.3219, recall: 0.8455, relative_absolute_error: 0.1813, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1728, root_relative_squared_error: 0.576, scimark_benchmark: 1638.9957, usercpu_time_millis: 570, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1614.0111, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9635, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.4374, scimark_benchmark: 1524.7961, usercpu_time_millis: 440, usercpu_time_millis_testing: 310, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.963, kappa: 0.9589, kb_relative_information_score: 1614.0111, mean_absolute_error: 0.0635, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9635, predictive_accuracy: 0.963, prior_entropy: 3.3219, recall: 0.963, relative_absolute_error: 0.3529, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1312, root_relative_squared_error: 0.4374, scimark_benchmark: 1546.4502, usercpu_time_millis: 430, usercpu_time_millis_testing: 300, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, f_measure: 0.8086, kappa: 0.7883, kb_relative_information_score: 1607.0042, mean_absolute_error: 0.0399, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8088, predictive_accuracy: 0.8095, prior_entropy: 3.3219, recall: 0.8095, relative_absolute_error: 0.2219, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6186, scimark_benchmark: 1568.3225, usercpu_time_millis: 310, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9353, f_measure: 0.7716, kappa: 0.7478, kb_relative_information_score: 1476.0539, mean_absolute_error: 0.0599, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7723, predictive_accuracy: 0.773, prior_entropy: 3.3219, recall: 0.773, relative_absolute_error: 0.333, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.191, root_relative_squared_error: 0.6368, scimark_benchmark: 1653.9688, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 1501.9225, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.7312, kappa: 0.7011, kb_relative_information_score: 1437.3825, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7322, predictive_accuracy: 0.731, prior_entropy: 3.3219, recall: 0.731, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.7732, scimark_benchmark: 1631.5211, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8506, f_measure: 0.7312, kappa: 0.7011, kb_relative_information_score: 1437.3825, mean_absolute_error: 0.0538, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7322, predictive_accuracy: 0.731, prior_entropy: 3.3219, recall: 0.731, relative_absolute_error: 0.2989, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2319, root_relative_squared_error: 0.7732, scimark_benchmark: 1505.5424, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9363, f_measure: 0.7869, kappa: 0.7633, kb_relative_information_score: 1514.0488, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7872, predictive_accuracy: 0.787, prior_entropy: 3.3219, recall: 0.787, relative_absolute_error: 0.308, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1863, root_relative_squared_error: 0.621, scimark_benchmark: 1486.8596, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.functions.SPegasos: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.functions.SPegasos: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, f_measure: 0.9639, kappa: 0.96, kb_relative_information_score: 1924.7055, mean_absolute_error: 0.0072, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9644, predictive_accuracy: 0.964, prior_entropy: 3.3219, recall: 0.964, relative_absolute_error: 0.04, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2828, scimark_benchmark: 1392.1539, usercpu_time_millis: 3230, usercpu_time_millis_testing: 3230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9443, f_measure: 0.7084, kappa: 0.6756, kb_relative_information_score: 38.7343, mean_absolute_error: 0.1791, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7547, predictive_accuracy: 0.708, prior_entropy: 3.3219, recall: 0.708, relative_absolute_error: 0.9949, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2985, root_relative_squared_error: 0.995, scimark_benchmark: 1560.3871, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.8053, kappa: 0.7839, kb_relative_information_score: 1593.2003, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8065, predictive_accuracy: 0.8055, prior_entropy: 3.3219, recall: 0.8055, relative_absolute_error: 0.2161, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1972, root_relative_squared_error: 0.6574, scimark_benchmark: 1568.6402, usercpu_time_millis: 29800, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 29790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5033, f_measure: 0.0301, kappa: 0.0067, kb_relative_information_score: 130.1856, mean_absolute_error: 0.1788, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5101, predictive_accuracy: 0.106, prior_entropy: 3.3219, recall: 0.106, relative_absolute_error: 0.9933, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4228, root_relative_squared_error: 1.4095, scimark_benchmark: 1471.1782, usercpu_time_millis: 2520, usercpu_time_millis_testing: 540, usercpu_time_millis_training: 1980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9683, f_measure: 0.8778, kappa: 0.8644, kb_relative_information_score: 1739.2468, mean_absolute_error: 0.0317, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8783, predictive_accuracy: 0.878, prior_entropy: 3.3219, recall: 0.878, relative_absolute_error: 0.1764, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1384, root_relative_squared_error: 0.4614, scimark_benchmark: 1510.0189, usercpu_time_millis: 7940, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 7920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1585.4409, usercpu_time_millis: 1740, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7116, f_measure: 0.1162, kappa: 0.1017, kb_relative_information_score: 428.5109, mean_absolute_error: 0.1668, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0959, predictive_accuracy: 0.1915, prior_entropy: 3.3219, recall: 0.1915, relative_absolute_error: 0.9269, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2892, root_relative_squared_error: 0.964, scimark_benchmark: 1444.5553, usercpu_time_millis: 1340, usercpu_time_millis_training: 1340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, f_measure: 0.7679, kappa: 0.7433, kb_relative_information_score: 1423.0932, mean_absolute_error: 0.0762, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7695, predictive_accuracy: 0.769, prior_entropy: 3.3219, recall: 0.769, relative_absolute_error: 0.4234, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1843, root_relative_squared_error: 0.6142, scimark_benchmark: 1504.4564, usercpu_time_millis: 5040, usercpu_time_millis_training: 5040,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Client side error: weka.classifiers.trees.ADTree: Cannot handle multi-valued nominal class! Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6812, f_measure: 0.0889, kappa: 0.105, kb_relative_information_score: 410.4581, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0609, predictive_accuracy: 0.1945, prior_entropy: 3.3219, recall: 0.1945, relative_absolute_error: 0.9316, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2897, root_relative_squared_error: 0.9656, scimark_benchmark: 1409.5411, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, f_measure: 0.9288, kappa: 0.9211, kb_relative_information_score: 1860.0982, mean_absolute_error: 0.0145, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9288, predictive_accuracy: 0.929, prior_entropy: 3.3219, recall: 0.929, relative_absolute_error: 0.0805, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.111, root_relative_squared_error: 0.3699, scimark_benchmark: 1467.7762, usercpu_time_millis: 7130, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 7110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.9173, kappa: 0.9083, kb_relative_information_score: 1818.7139, mean_absolute_error: 0.0215, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9175, predictive_accuracy: 0.9175, prior_entropy: 3.3219, recall: 0.9175, relative_absolute_error: 0.1197, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1118, root_relative_squared_error: 0.3725, scimark_benchmark: 1638.5451, usercpu_time_millis: 3560, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9863, f_measure: 0.8731, kappa: 0.8594, kb_relative_information_score: 1623.5388, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8736, predictive_accuracy: 0.8735, prior_entropy: 3.3219, recall: 0.8735, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1431, root_relative_squared_error: 0.4772, scimark_benchmark: 1372.2318, usercpu_time_millis: 980, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 970,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, f_measure: 0.9008, kappa: 0.89, kb_relative_information_score: 1709.3981, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9012, predictive_accuracy: 0.901, prior_entropy: 3.3219, recall: 0.901, relative_absolute_error: 0.2373, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.128, root_relative_squared_error: 0.4265, scimark_benchmark: 1373.3233, usercpu_time_millis: 2310, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 2290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, f_measure: 0.931, kappa: 0.9233, kb_relative_information_score: 1700.0545, mean_absolute_error: 0.0469, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.9313, predictive_accuracy: 0.931, prior_entropy: 3.3219, recall: 0.931, relative_absolute_error: 0.2604, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1245, root_relative_squared_error: 0.415, scimark_benchmark: 1300.909, usercpu_time_millis: 23720, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 23710,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9657, f_measure: 0.8294, kappa: 0.8072, kb_relative_information_score: 47.5198, mean_absolute_error: 0.1789, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.8452, predictive_accuracy: 0.8265, prior_entropy: 3.3219, recall: 0.8265, relative_absolute_error: 0.9937, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2981, root_relative_squared_error: 0.9938, scimark_benchmark: 1599.349, usercpu_time_millis: 100, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1364.1926, usercpu_time_millis: 2090, usercpu_time_millis_training: 2090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1341.4782, usercpu_time_millis: 1700, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1379.9583, usercpu_time_millis: 1840, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1830,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1265.9358, usercpu_time_millis: 1900, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1290.2589, usercpu_time_millis: 1930, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1270.8067, usercpu_time_millis: 1870, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1860,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1316.221, usercpu_time_millis: 1910, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1294.9539, usercpu_time_millis: 1790, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1329.6666, usercpu_time_millis: 1590, usercpu_time_millis_training: 1590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1398.003, usercpu_time_millis: 1760, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1750,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1346.2586, usercpu_time_millis: 1890, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1294.7171, usercpu_time_millis: 1790, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1267.7265, usercpu_time_millis: 1930, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1920,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1259.5354, usercpu_time_millis: 2000, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1284.1143, usercpu_time_millis: 1880, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9187, f_measure: 0.6378, kappa: 0.5911, kb_relative_information_score: 928.7095, mean_absolute_error: 0.1278, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6571, predictive_accuracy: 0.632, prior_entropy: 3.3219, recall: 0.632, relative_absolute_error: 0.7098, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2345, root_relative_squared_error: 0.7816, scimark_benchmark: 1229.3228, usercpu_time_millis: 1800, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1790,

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

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Use one of our APIs to download data from OpenML and upload your results

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