Task
Supervised Classification on phoneme

Supervised Classification on phoneme

Task 9952 Supervised Classification phoneme 113807 runs submitted
0 likes downloaded by 3 people , 6 total downloads 0 issues
Visibility: Public
  • OpenML-CC18 OpenML100 study_107 study_123 study_14 study_218 study_50 study_7 study_98 study_99
Issue #Downvotes for this reason By


Metric:

113807 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: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.4229, mean_absolute_error: 0.3123, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7529, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1301.8419, usercpu_time_millis: 101.454, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 101.44,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7259, f_measure: 0.585, kb_relative_information_score: -1790.6125, mean_absolute_error: 0.4905, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 1.1827, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4907, root_relative_squared_error: 1.0776, scimark_benchmark: 1314.3564, usercpu_time_millis: 122.221, usercpu_time_millis_testing: 1.489, usercpu_time_millis_training: 120.732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.7251, kappa: 0.314, kb_relative_information_score: 1161.3137, mean_absolute_error: 0.3235, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7227, predictive_accuracy: 0.74, prior_entropy: 0.8733, recall: 0.74, relative_absolute_error: 0.7801, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1306.8611, usercpu_time_millis: 52.062, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 52.051,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, f_measure: 0.8786, kappa: 0.706, kb_relative_information_score: 3139.3457, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8782, predictive_accuracy: 0.8792, prior_entropy: 0.8733, recall: 0.8792, relative_absolute_error: 0.4242, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2948, root_relative_squared_error: 0.6474, scimark_benchmark: 1287.7113, usercpu_time_millis: 517.54, usercpu_time_millis_testing: 12.333, usercpu_time_millis_training: 505.207,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9526, f_measure: 0.8935, kappa: 0.7425, kb_relative_information_score: 3312.9654, mean_absolute_error: 0.1643, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8933, predictive_accuracy: 0.8938, prior_entropy: 0.8733, recall: 0.8938, relative_absolute_error: 0.3961, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2784, root_relative_squared_error: 0.6114, scimark_benchmark: 1309.1315, usercpu_time_millis: 367.019, usercpu_time_millis_testing: 5.529, usercpu_time_millis_training: 361.49,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7246, kappa: 0.3126, kb_relative_information_score: 760.0798, mean_absolute_error: 0.3576, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7224, predictive_accuracy: 0.74, prior_entropy: 0.8733, recall: 0.74, relative_absolute_error: 0.8623, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4025, root_relative_squared_error: 0.884, scimark_benchmark: 1263.6844, usercpu_time_millis: 25.728, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 25.713,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7395, kappa: 0.3547, kb_relative_information_score: 1279.0344, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7365, predictive_accuracy: 0.7494, prior_entropy: 0.8733, recall: 0.7494, relative_absolute_error: 0.7535, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1308.2303, usercpu_time_millis: 91.169, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 91.158,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.6855, kappa: 0.2061, kb_relative_information_score: 835.5287, mean_absolute_error: 0.3523, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6947, predictive_accuracy: 0.7241, prior_entropy: 0.8733, recall: 0.7241, relative_absolute_error: 0.8495, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8869, scimark_benchmark: 1278.8752, usercpu_time_millis: 73.005, usercpu_time_millis_testing: 0.019, usercpu_time_millis_training: 72.986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8122, f_measure: 0.7234, kappa: 0.309, kb_relative_information_score: 1138.7924, mean_absolute_error: 0.3256, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7213, predictive_accuracy: 0.7393, prior_entropy: 0.8733, recall: 0.7393, relative_absolute_error: 0.7851, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.8731, scimark_benchmark: 1301.8588, usercpu_time_millis: 36.643, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 36.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.6735, kappa: 0.1763, kb_relative_information_score: 814.8991, mean_absolute_error: 0.3535, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6868, predictive_accuracy: 0.7197, prior_entropy: 0.8733, recall: 0.7197, relative_absolute_error: 0.8523, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8935, scimark_benchmark: 1295.8235, usercpu_time_millis: 36.525, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 36.513,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9333, f_measure: 0.871, kappa: 0.6871, kb_relative_information_score: 2981.0248, mean_absolute_error: 0.1881, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8705, predictive_accuracy: 0.8718, prior_entropy: 0.8733, recall: 0.8718, relative_absolute_error: 0.4535, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.6678, scimark_benchmark: 1301.8703, usercpu_time_millis: 38.549, usercpu_time_millis_testing: 0.75, usercpu_time_millis_training: 37.799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.835, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1305.6682, usercpu_time_millis: 43.85, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 43.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.739, kappa: 0.353, kb_relative_information_score: 1234.744, mean_absolute_error: 0.3168, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7493, prior_entropy: 0.8733, recall: 0.7493, relative_absolute_error: 0.7638, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.397, root_relative_squared_error: 0.8719, scimark_benchmark: 1297.2455, usercpu_time_millis: 38.559, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 38.548,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.3968, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7527, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1310.166, usercpu_time_millis: 44.286, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 44.275,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7391, kappa: 0.3535, kb_relative_information_score: 1278.3535, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.736, predictive_accuracy: 0.7491, prior_entropy: 0.8733, recall: 0.7491, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1285.2477, usercpu_time_millis: 27.455, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 27.445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8131, f_measure: 0.6809, kappa: 0.1947, kb_relative_information_score: 875.0448, mean_absolute_error: 0.349, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6952, predictive_accuracy: 0.7246, prior_entropy: 0.8733, recall: 0.7246, relative_absolute_error: 0.8416, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.8868, scimark_benchmark: 1313.5924, usercpu_time_millis: 17.861, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 17.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8301, f_measure: 0.585, kb_relative_information_score: 208.274, mean_absolute_error: 0.404, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9742, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.424, root_relative_squared_error: 0.9312, scimark_benchmark: 1268.2984, usercpu_time_millis: 152.001, usercpu_time_millis_testing: 1.728, usercpu_time_millis_training: 150.273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.3245, mean_absolute_error: 0.3123, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7529, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1300.263, usercpu_time_millis: 46.381, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 46.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9098, f_measure: 0.8432, kappa: 0.6183, kb_relative_information_score: 2451.3877, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8424, predictive_accuracy: 0.8449, prior_entropy: 0.8733, recall: 0.8449, relative_absolute_error: 0.5502, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3307, root_relative_squared_error: 0.7262, scimark_benchmark: 1289.0799, usercpu_time_millis: 109, usercpu_time_millis_testing: 1.88, usercpu_time_millis_training: 107.12,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.7086, kappa: 0.2683, kb_relative_information_score: 1055.7112, mean_absolute_error: 0.3332, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.708, predictive_accuracy: 0.7306, prior_entropy: 0.8733, recall: 0.7306, relative_absolute_error: 0.8035, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3988, root_relative_squared_error: 0.8757, scimark_benchmark: 1291.7043, usercpu_time_millis: 4.244, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 4.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7395, kappa: 0.3547, kb_relative_information_score: 1278.6969, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7365, predictive_accuracy: 0.7494, prior_entropy: 0.8733, recall: 0.7494, relative_absolute_error: 0.7535, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1292.6326, usercpu_time_millis: 93.81, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 93.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9169, f_measure: 0.853, kappa: 0.6426, kb_relative_information_score: 2661.3456, mean_absolute_error: 0.2111, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8523, predictive_accuracy: 0.8544, prior_entropy: 0.8733, recall: 0.8544, relative_absolute_error: 0.509, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3232, root_relative_squared_error: 0.7098, scimark_benchmark: 1284.6624, usercpu_time_millis: 182.354, usercpu_time_millis_testing: 3.269, usercpu_time_millis_training: 179.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9361, f_measure: 0.8695, kappa: 0.6829, kb_relative_information_score: 2935.6595, mean_absolute_error: 0.1929, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.869, predictive_accuracy: 0.8707, prior_entropy: 0.8733, recall: 0.8707, relative_absolute_error: 0.4651, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.6627, scimark_benchmark: 1284.7329, usercpu_time_millis: 525.921, usercpu_time_millis_testing: 13.603, usercpu_time_millis_training: 512.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9303, f_measure: 0.8683, kappa: 0.6801, kb_relative_information_score: 2643.1673, mean_absolute_error: 0.2172, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8677, predictive_accuracy: 0.8694, prior_entropy: 0.8733, recall: 0.8694, relative_absolute_error: 0.5236, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.6857, scimark_benchmark: 1314.8987, usercpu_time_millis: 504.658, usercpu_time_millis_testing: 8.012, usercpu_time_millis_training: 496.646,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7029, kappa: 0.2524, kb_relative_information_score: 959.4142, mean_absolute_error: 0.3417, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.704, predictive_accuracy: 0.7285, prior_entropy: 0.8733, recall: 0.7285, relative_absolute_error: 0.824, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4002, root_relative_squared_error: 0.8789, scimark_benchmark: 1283.3857, usercpu_time_millis: 36.83, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 36.818,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.7811, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1313.2195, usercpu_time_millis: 54.186, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 54.175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7395, kappa: 0.3547, kb_relative_information_score: 1278.852, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7365, predictive_accuracy: 0.7494, prior_entropy: 0.8733, recall: 0.7494, relative_absolute_error: 0.7535, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1308.9066, usercpu_time_millis: 62.689, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 62.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.74, kappa: 0.3559, kb_relative_information_score: 1279.1814, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.737, predictive_accuracy: 0.7498, prior_entropy: 0.8733, recall: 0.7498, relative_absolute_error: 0.7534, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1284.9825, usercpu_time_millis: 34.977, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 34.965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7912, f_measure: 0.585, kb_relative_information_score: -777.6906, mean_absolute_error: 0.4422, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 1.0661, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4492, root_relative_squared_error: 0.9865, scimark_benchmark: 1280.0139, usercpu_time_millis: 170.714, usercpu_time_millis_testing: 1.92, usercpu_time_millis_training: 168.794,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.8798, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1297.6712, usercpu_time_millis: 14.091, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 14.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.74, kappa: 0.3559, kb_relative_information_score: 1280.228, mean_absolute_error: 0.3124, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.737, predictive_accuracy: 0.7498, prior_entropy: 0.8733, recall: 0.7498, relative_absolute_error: 0.7532, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1323.9266, usercpu_time_millis: 53.192, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 53.18,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9482, f_measure: 0.8925, kappa: 0.7403, kb_relative_information_score: 3528.0819, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8923, predictive_accuracy: 0.8927, prior_entropy: 0.8733, recall: 0.8927, relative_absolute_error: 0.3443, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2854, root_relative_squared_error: 0.6268, scimark_benchmark: 1277.0423, usercpu_time_millis: 387.956, usercpu_time_millis_testing: 8.692, usercpu_time_millis_training: 379.264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, f_measure: 0.7933, kappa: 0.4934, kb_relative_information_score: 1385.7737, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7915, predictive_accuracy: 0.7974, prior_entropy: 0.8733, recall: 0.7974, relative_absolute_error: 0.7564, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3723, root_relative_squared_error: 0.8176, scimark_benchmark: 1310.1755, usercpu_time_millis: 124.458, usercpu_time_millis_testing: 2.22, usercpu_time_millis_training: 122.238,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.499, f_measure: 0.585, kb_relative_information_score: 0.3215, mean_absolute_error: 0.4147, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9999, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4554, root_relative_squared_error: 1, scimark_benchmark: 1308.3626, usercpu_time_millis: 15.414, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 15.402,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.7767, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1294.4602, usercpu_time_millis: 13.064, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 13.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.9254, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1311.5695, usercpu_time_millis: 18.27, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 18.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7291, kappa: 0.3248, kb_relative_information_score: 1189.4869, mean_absolute_error: 0.3209, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7266, predictive_accuracy: 0.743, prior_entropy: 0.8733, recall: 0.743, relative_absolute_error: 0.7738, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8723, scimark_benchmark: 1288.2758, usercpu_time_millis: 74.941, usercpu_time_millis_testing: 0.039, usercpu_time_millis_training: 74.902,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.585, kb_relative_information_score: -858.6946, mean_absolute_error: 0.4459, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 1.075, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4528, root_relative_squared_error: 0.9943, scimark_benchmark: 1292.3696, usercpu_time_millis: 26.636, usercpu_time_millis_testing: 0.322, usercpu_time_millis_training: 26.314,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7425, kappa: 0.3626, kb_relative_information_score: 1226.4749, mean_absolute_error: 0.3175, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7394, predictive_accuracy: 0.7517, prior_entropy: 0.8733, recall: 0.7517, relative_absolute_error: 0.7656, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3969, root_relative_squared_error: 0.8717, scimark_benchmark: 1292.2336, usercpu_time_millis: 15.246, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 15.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.949, f_measure: 0.8927, kappa: 0.7407, kb_relative_information_score: 3674.701, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8925, predictive_accuracy: 0.893, prior_entropy: 0.8733, recall: 0.893, relative_absolute_error: 0.3107, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2869, root_relative_squared_error: 0.6301, scimark_benchmark: 1294.6816, usercpu_time_millis: 172.837, usercpu_time_millis_testing: 3.373, usercpu_time_millis_training: 169.464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7363, kappa: 0.345, kb_relative_information_score: 1233.27, mean_absolute_error: 0.3169, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7334, predictive_accuracy: 0.7476, prior_entropy: 0.8733, recall: 0.7476, relative_absolute_error: 0.7642, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1310.2039, usercpu_time_millis: 74.634, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 74.622,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, f_measure: 0.847, kappa: 0.6252, kb_relative_information_score: 2229.684, mean_absolute_error: 0.2516, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8464, predictive_accuracy: 0.8497, prior_entropy: 0.8733, recall: 0.8497, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3288, root_relative_squared_error: 0.7221, scimark_benchmark: 1299.1881, usercpu_time_millis: 98.101, usercpu_time_millis_testing: 2.051, usercpu_time_millis_training: 96.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.812, f_measure: 0.7204, kappa: 0.3002, kb_relative_information_score: 1102.745, mean_absolute_error: 0.3289, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7191, predictive_accuracy: 0.7383, prior_entropy: 0.8733, recall: 0.7383, relative_absolute_error: 0.793, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3981, root_relative_squared_error: 0.8743, scimark_benchmark: 1292.7019, usercpu_time_millis: 99.437, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 99.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8338, f_measure: 0.7347, kappa: 0.3316, kb_relative_information_score: 1012.2374, mean_absolute_error: 0.3421, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.745, predictive_accuracy: 0.7598, prior_entropy: 0.8733, recall: 0.7598, relative_absolute_error: 0.8249, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3953, root_relative_squared_error: 0.8681, scimark_benchmark: 1308.6657, usercpu_time_millis: 92.6, usercpu_time_millis_testing: 1.162, usercpu_time_millis_training: 91.438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8021, f_measure: 0.6359, kappa: 0.0909, kb_relative_information_score: 691.2196, mean_absolute_error: 0.3633, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6647, predictive_accuracy: 0.7098, prior_entropy: 0.8733, recall: 0.7098, relative_absolute_error: 0.876, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4126, root_relative_squared_error: 0.9062, scimark_benchmark: 1308.0876, usercpu_time_millis: 61.663, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 61.651,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8129, f_measure: 0.7236, kappa: 0.3095, kb_relative_information_score: 1142.0199, mean_absolute_error: 0.3255, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7217, predictive_accuracy: 0.7398, prior_entropy: 0.8733, recall: 0.7398, relative_absolute_error: 0.7849, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1295.3193, usercpu_time_millis: 22.967, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 22.952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7381, kappa: 0.3508, kb_relative_information_score: 1267.0657, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7562, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8726, scimark_benchmark: 1305.9296, usercpu_time_millis: 30.972, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 30.961,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9007, f_measure: 0.8313, kappa: 0.5887, kb_relative_information_score: 2319.1561, mean_absolute_error: 0.2368, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8303, predictive_accuracy: 0.8335, prior_entropy: 0.8733, recall: 0.8335, relative_absolute_error: 0.5709, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3392, root_relative_squared_error: 0.7449, scimark_benchmark: 1310.6906, usercpu_time_millis: 224.057, usercpu_time_millis_testing: 4.48, usercpu_time_millis_training: 219.577,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9517, f_measure: 0.8959, kappa: 0.7479, kb_relative_information_score: 3684.5078, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8956, predictive_accuracy: 0.8964, prior_entropy: 0.8733, recall: 0.8964, relative_absolute_error: 0.3133, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2803, root_relative_squared_error: 0.6157, scimark_benchmark: 1284.0058, usercpu_time_millis: 557.683, usercpu_time_millis_testing: 12.074, usercpu_time_millis_training: 545.609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, f_measure: 0.6736, kappa: 0.1766, kb_relative_information_score: 815.4773, mean_absolute_error: 0.3534, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6868, predictive_accuracy: 0.7197, prior_entropy: 0.8733, recall: 0.7197, relative_absolute_error: 0.8522, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4069, root_relative_squared_error: 0.8935, scimark_benchmark: 1286.0457, usercpu_time_millis: 15.437, usercpu_time_millis_testing: 0.016, usercpu_time_millis_training: 15.421,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8128, f_measure: 0.7562, kappa: 0.4014, kb_relative_information_score: 624.4598, mean_absolute_error: 0.3666, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7535, predictive_accuracy: 0.7617, prior_entropy: 0.8733, recall: 0.7617, relative_absolute_error: 0.8839, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.8901, scimark_benchmark: 1281.8425, usercpu_time_millis: 17.933, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 17.922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.7106, kappa: 0.2738, kb_relative_information_score: 1075.7872, mean_absolute_error: 0.3315, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7099, predictive_accuracy: 0.7319, prior_entropy: 0.8733, recall: 0.7319, relative_absolute_error: 0.7994, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3983, root_relative_squared_error: 0.8748, scimark_benchmark: 1299.6314, usercpu_time_millis: 45.373, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 45.362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8656, f_measure: 0.7567, kappa: 0.388, kb_relative_information_score: 1044.9566, mean_absolute_error: 0.3444, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7678, predictive_accuracy: 0.7778, prior_entropy: 0.8733, recall: 0.7778, relative_absolute_error: 0.8305, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3868, root_relative_squared_error: 0.8494, scimark_benchmark: 1306.9829, usercpu_time_millis: 257.647, usercpu_time_millis_testing: 4.715, usercpu_time_millis_training: 252.932,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9476, f_measure: 0.8907, kappa: 0.7356, kb_relative_information_score: 3612.2086, mean_absolute_error: 0.1347, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8904, predictive_accuracy: 0.891, prior_entropy: 0.8733, recall: 0.891, relative_absolute_error: 0.3248, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2883, root_relative_squared_error: 0.6332, scimark_benchmark: 1304.6574, usercpu_time_millis: 242.831, usercpu_time_millis_testing: 4.788, usercpu_time_millis_training: 238.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.809, f_measure: 0.7023, kappa: 0.2505, kb_relative_information_score: 202.0641, mean_absolute_error: 0.3979, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.704, predictive_accuracy: 0.7287, prior_entropy: 0.8733, recall: 0.7287, relative_absolute_error: 0.9593, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4203, root_relative_squared_error: 0.9231, scimark_benchmark: 1285.2363, usercpu_time_millis: 19.696, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 19.684,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Required output files not present (e.g., arff predictions).
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8118, f_measure: 0.7025, kappa: 0.2514, kb_relative_information_score: 992.3945, mean_absolute_error: 0.3387, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7037, predictive_accuracy: 0.7283, prior_entropy: 0.8733, recall: 0.7283, relative_absolute_error: 0.8167, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4004, root_relative_squared_error: 0.8793, scimark_benchmark: 1308.3416, usercpu_time_millis: 85.091, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 85.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.8029, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1307.7659, usercpu_time_millis: 73.77, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 73.755,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.222, mean_absolute_error: 0.3123, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7529, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1286.9762, usercpu_time_millis: 62.423, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 62.412,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7347, kappa: 0.3406, kb_relative_information_score: 1232.7496, mean_absolute_error: 0.317, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.732, predictive_accuracy: 0.7467, prior_entropy: 0.8733, recall: 0.7467, relative_absolute_error: 0.7643, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1306.072, usercpu_time_millis: 54.233, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 54.223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.6977, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1308.6623, usercpu_time_millis: 78.394, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 78.382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.74, kappa: 0.3559, kb_relative_information_score: 1278.2084, mean_absolute_error: 0.3126, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.737, predictive_accuracy: 0.7498, prior_entropy: 0.8733, recall: 0.7498, relative_absolute_error: 0.7536, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1290.2785, usercpu_time_millis: 10.977, usercpu_time_millis_testing: 0.015, usercpu_time_millis_training: 10.962,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9328, f_measure: 0.8678, kappa: 0.6792, kb_relative_information_score: 2993.5539, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8672, predictive_accuracy: 0.8686, prior_entropy: 0.8733, recall: 0.8686, relative_absolute_error: 0.4507, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3045, root_relative_squared_error: 0.6688, scimark_benchmark: 1285.3, usercpu_time_millis: 342.23, usercpu_time_millis_testing: 7.332, usercpu_time_millis_training: 334.898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.7283, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1305.5025, usercpu_time_millis: 88.321, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 88.31,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.7024, kappa: 0.2509, kb_relative_information_score: 1012.4369, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.704, predictive_accuracy: 0.7287, prior_entropy: 0.8733, recall: 0.7287, relative_absolute_error: 0.8129, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3997, root_relative_squared_error: 0.8777, scimark_benchmark: 1301.0846, usercpu_time_millis: 32.613, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 32.601,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7395, kappa: 0.3547, kb_relative_information_score: 1279.3894, mean_absolute_error: 0.3124, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7365, predictive_accuracy: 0.7494, prior_entropy: 0.8733, recall: 0.7494, relative_absolute_error: 0.7534, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1302.4636, usercpu_time_millis: 45.065, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 45.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8103, f_measure: 0.6962, kappa: 0.2339, kb_relative_information_score: 934.6726, mean_absolute_error: 0.3436, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7009, predictive_accuracy: 0.7274, prior_entropy: 0.8733, recall: 0.7274, relative_absolute_error: 0.8284, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4023, root_relative_squared_error: 0.8835, scimark_benchmark: 1308.5156, usercpu_time_millis: 95.295, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 95.284,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.8822, kappa: 0.7152, kb_relative_information_score: 3254.0954, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.882, predictive_accuracy: 0.8825, prior_entropy: 0.8733, recall: 0.8825, relative_absolute_error: 0.3997, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2928, root_relative_squared_error: 0.6429, scimark_benchmark: 1310.5826, usercpu_time_millis: 94.346, usercpu_time_millis_testing: 1.666, usercpu_time_millis_training: 92.68,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8736, f_measure: 0.8063, kappa: 0.5245, kb_relative_information_score: 1756.4542, mean_absolute_error: 0.2828, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8049, predictive_accuracy: 0.8105, prior_entropy: 0.8733, recall: 0.8105, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3623, root_relative_squared_error: 0.7957, scimark_benchmark: 1307.9861, usercpu_time_millis: 122.072, usercpu_time_millis_testing: 1.876, usercpu_time_millis_training: 120.196,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8079, f_measure: 0.6458, kappa: 0.1134, kb_relative_information_score: 719.7177, mean_absolute_error: 0.3613, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6757, predictive_accuracy: 0.7141, prior_entropy: 0.8733, recall: 0.7141, relative_absolute_error: 0.8712, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.9006, scimark_benchmark: 1298.2144, usercpu_time_millis: 59.477, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 59.466,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1279.3244, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7534, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1272.6931, usercpu_time_millis: 31.822, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 31.811,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7382, kappa: 0.351, kb_relative_information_score: 1270.1411, mean_absolute_error: 0.3133, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7351, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8726, scimark_benchmark: 1307.8438, usercpu_time_millis: 77.983, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 77.972,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7389, kappa: 0.3529, kb_relative_information_score: 1275.9671, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7358, predictive_accuracy: 0.7489, prior_entropy: 0.8733, recall: 0.7489, relative_absolute_error: 0.7542, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8727, scimark_benchmark: 1315.1196, usercpu_time_millis: 79.182, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 79.171,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8521, f_measure: 0.7216, kappa: 0.2974, kb_relative_information_score: 1046.6066, mean_absolute_error: 0.3392, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7474, predictive_accuracy: 0.7576, prior_entropy: 0.8733, recall: 0.7576, relative_absolute_error: 0.8178, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3908, root_relative_squared_error: 0.8582, scimark_benchmark: 1287.1222, usercpu_time_millis: 145.842, usercpu_time_millis_testing: 2.447, usercpu_time_millis_training: 143.395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.7203, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1280.0753, usercpu_time_millis: 79.58, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 79.568,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8492, f_measure: 0.6921, kappa: 0.2293, kb_relative_information_score: 402.2429, mean_absolute_error: 0.3885, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7681, predictive_accuracy: 0.7515, prior_entropy: 0.8733, recall: 0.7515, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4127, root_relative_squared_error: 0.9062, scimark_benchmark: 1310.0251, usercpu_time_millis: 65.671, usercpu_time_millis_testing: 1.018, usercpu_time_millis_training: 64.653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.8829, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1311.4362, usercpu_time_millis: 47.211, usercpu_time_millis_testing: 0.01, usercpu_time_millis_training: 47.201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7381, kappa: 0.3508, kb_relative_information_score: 1267.2279, mean_absolute_error: 0.3136, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7562, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8726, scimark_benchmark: 1288.6113, usercpu_time_millis: 75.945, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 75.934,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7631, f_measure: 0.585, kb_relative_information_score: 177.4743, mean_absolute_error: 0.403, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 0.9716, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4434, root_relative_squared_error: 0.9736, scimark_benchmark: 1284.0571, usercpu_time_millis: 107.545, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 107.534,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.7067, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1288.3218, usercpu_time_millis: 54.956, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 54.943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7372, kappa: 0.3479, kb_relative_information_score: 1244.7057, mean_absolute_error: 0.3158, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7343, predictive_accuracy: 0.7482, prior_entropy: 0.8733, recall: 0.7482, relative_absolute_error: 0.7614, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.8722, scimark_benchmark: 1288.6739, usercpu_time_millis: 54.706, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 54.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9299, f_measure: 0.8659, kappa: 0.6742, kb_relative_information_score: 2970.1251, mean_absolute_error: 0.1875, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8653, predictive_accuracy: 0.867, prior_entropy: 0.8733, recall: 0.867, relative_absolute_error: 0.4521, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3087, root_relative_squared_error: 0.6779, scimark_benchmark: 1295.5804, usercpu_time_millis: 50.91, usercpu_time_millis_testing: 0.992, usercpu_time_millis_training: 49.918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7395, kappa: 0.3547, kb_relative_information_score: 1280.3987, mean_absolute_error: 0.3124, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7365, predictive_accuracy: 0.7494, prior_entropy: 0.8733, recall: 0.7494, relative_absolute_error: 0.7531, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3974, root_relative_squared_error: 0.8728, scimark_benchmark: 1290.6747, usercpu_time_millis: 92.85, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 92.839,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8006, f_measure: 0.5884, kappa: 0.0067, kb_relative_information_score: 460.125, mean_absolute_error: 0.3814, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7607, predictive_accuracy: 0.7078, prior_entropy: 0.8733, recall: 0.7078, relative_absolute_error: 0.9197, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4244, root_relative_squared_error: 0.9321, scimark_benchmark: 1310.3456, usercpu_time_millis: 103.643, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 103.632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8125, f_measure: 0.7328, kappa: 0.3355, kb_relative_information_score: 1224.4702, mean_absolute_error: 0.3177, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7301, predictive_accuracy: 0.7452, prior_entropy: 0.8733, recall: 0.7452, relative_absolute_error: 0.7661, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.8721, scimark_benchmark: 1309.1977, usercpu_time_millis: 46.619, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 46.608,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.585, kb_relative_information_score: -1963.5819, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.4992, predictive_accuracy: 0.7065, prior_entropy: 0.8733, recall: 0.7065, relative_absolute_error: 1.2056, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.5, root_relative_squared_error: 1.098, scimark_benchmark: 1291.5822, usercpu_time_millis: 122.638, usercpu_time_millis_testing: 1.585, usercpu_time_millis_training: 121.053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.813, f_measure: 0.6722, kappa: 0.1738, kb_relative_information_score: 824.5643, mean_absolute_error: 0.3533, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.6916, predictive_accuracy: 0.7224, prior_entropy: 0.8733, recall: 0.7224, relative_absolute_error: 0.8518, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.4053, root_relative_squared_error: 0.89, scimark_benchmark: 1300.6893, usercpu_time_millis: 44.056, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 44.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7324, kappa: 0.3341, kb_relative_information_score: 1213.319, mean_absolute_error: 0.3188, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7298, predictive_accuracy: 0.7452, prior_entropy: 0.8733, recall: 0.7452, relative_absolute_error: 0.7688, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1296.6497, usercpu_time_millis: 39.243, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 39.232,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7311, kappa: 0.3305, kb_relative_information_score: 1205.5733, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7285, predictive_accuracy: 0.7443, prior_entropy: 0.8733, recall: 0.7443, relative_absolute_error: 0.7706, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3971, root_relative_squared_error: 0.872, scimark_benchmark: 1299.6303, usercpu_time_millis: 41.775, usercpu_time_millis_testing: 0.012, usercpu_time_millis_training: 41.763,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8124, f_measure: 0.7381, kappa: 0.3508, kb_relative_information_score: 1270.2943, mean_absolute_error: 0.3134, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.735, predictive_accuracy: 0.7483, prior_entropy: 0.8733, recall: 0.7483, relative_absolute_error: 0.7555, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.8726, scimark_benchmark: 1311.863, usercpu_time_millis: 60.226, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 60.215,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9111, f_measure: 0.8472, kappa: 0.6273, kb_relative_information_score: 2476.8366, mean_absolute_error: 0.2268, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8464, predictive_accuracy: 0.8492, prior_entropy: 0.8733, recall: 0.8492, relative_absolute_error: 0.5468, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3294, root_relative_squared_error: 0.7234, scimark_benchmark: 1294.2624, usercpu_time_millis: 118.456, usercpu_time_millis_testing: 2.324, usercpu_time_millis_training: 116.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.7145, mean_absolute_error: 0.3121, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7526, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1285.2173, usercpu_time_millis: 64.513, usercpu_time_millis_testing: 0.014, usercpu_time_millis_training: 64.499,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.2889, mean_absolute_error: 0.3123, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7529, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1303.487, usercpu_time_millis: 88.465, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 88.452,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, f_measure: 0.7894, kappa: 0.4806, kb_relative_information_score: 1651.5288, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.788, predictive_accuracy: 0.7955, prior_entropy: 0.8733, recall: 0.7955, relative_absolute_error: 0.6949, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3771, root_relative_squared_error: 0.8282, scimark_benchmark: 1281.5887, usercpu_time_millis: 261.925, usercpu_time_millis_testing: 4.327, usercpu_time_millis_training: 257.598,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8127, f_measure: 0.7429, kappa: 0.364, kb_relative_information_score: 1202.7412, mean_absolute_error: 0.3197, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7398, predictive_accuracy: 0.7519, prior_entropy: 0.8733, recall: 0.7519, relative_absolute_error: 0.7709, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3968, root_relative_squared_error: 0.8715, scimark_benchmark: 1309.7419, usercpu_time_millis: 12.122, usercpu_time_millis_testing: 0.013, usercpu_time_millis_training: 12.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, f_measure: 0.8995, kappa: 0.7572, kb_relative_information_score: 3760.6573, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.8993, predictive_accuracy: 0.8997, prior_entropy: 0.8733, recall: 0.8997, relative_absolute_error: 0.2974, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2767, root_relative_squared_error: 0.6077, scimark_benchmark: 1306.7535, usercpu_time_millis: 308.426, usercpu_time_millis_testing: 6.083, usercpu_time_millis_training: 302.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9582, f_measure: 0.9028, kappa: 0.7651, kb_relative_information_score: 3629.3534, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.9026, predictive_accuracy: 0.903, prior_entropy: 0.8733, recall: 0.903, relative_absolute_error: 0.3309, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.2686, root_relative_squared_error: 0.5899, scimark_benchmark: 1296.1955, usercpu_time_millis: 775.971, usercpu_time_millis_testing: 11.943, usercpu_time_millis_training: 764.028,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1282.0015, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8729, scimark_benchmark: 1281.528, usercpu_time_millis: 94.737, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 94.726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8123, f_measure: 0.7398, kappa: 0.3553, kb_relative_information_score: 1281.6811, mean_absolute_error: 0.3122, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.7367, predictive_accuracy: 0.7496, prior_entropy: 0.8733, recall: 0.7496, relative_absolute_error: 0.7528, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3975, root_relative_squared_error: 0.8728, scimark_benchmark: 1309.1231, usercpu_time_millis: 13.429, usercpu_time_millis_testing: 0.011, usercpu_time_millis_training: 13.418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.858, f_measure: 0.7765, kappa: 0.4476, kb_relative_information_score: 1034.4983, mean_absolute_error: 0.3432, mean_prior_absolute_error: 0.4147, number_of_instances: 5404, precision: 0.775, predictive_accuracy: 0.784, prior_entropy: 0.8733, recall: 0.784, relative_absolute_error: 0.8276, root_mean_prior_squared_error: 0.4554, root_mean_squared_error: 0.3861, root_relative_squared_error: 0.8479, scimark_benchmark: 1307.3083, usercpu_time_millis: 79.752, usercpu_time_millis_testing: 1.202, usercpu_time_millis_training: 78.55,

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