OpenML
Supervised Classification on abalone

Supervised Classification on abalone

Task 4291 Supervised Classification abalone 206 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

206 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8724, build_cpu_time: 3.4319, build_memory: 133664281.1432, f_measure: 0.7891, kappa: 0.5784, kb_relative_information_score: 23785.7901, mean_absolute_error: 0.2164, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7895, predictive_accuracy: 0.7892, prior_entropy: 1, recall: 0.7892, relative_absolute_error: 0.4329, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4262, root_relative_squared_error: 0.8524, scimark_benchmark: 944.5683,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8752, build_cpu_time: 7.1357, build_memory: 1705371109.9417, f_measure: 0.7892, kappa: 0.5788, kb_relative_information_score: 23947.6833, mean_absolute_error: 0.2142, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.79, predictive_accuracy: 0.7893, prior_entropy: 1, recall: 0.7893, relative_absolute_error: 0.4283, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.8591, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, build_cpu_time: 1.5495, build_memory: 545814033.5198, f_measure: 0.7865, kappa: 0.5732, kb_relative_information_score: 23618.4075, mean_absolute_error: 0.2184, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7872, predictive_accuracy: 0.7866, prior_entropy: 1, recall: 0.7866, relative_absolute_error: 0.4367, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4341, root_relative_squared_error: 0.8681, scimark_benchmark: 945.6653,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8765, build_cpu_time: 14.0773, build_memory: 2395073350.2422, f_measure: 0.7915, kappa: 0.5831, kb_relative_information_score: 24068.3054, mean_absolute_error: 0.2129, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.792, predictive_accuracy: 0.7915, prior_entropy: 1, recall: 0.7915, relative_absolute_error: 0.4259, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4233, root_relative_squared_error: 0.8465, scimark_benchmark: 941.4198,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8775, build_cpu_time: 29.9193, build_memory: 198750115.4379, f_measure: 0.7923, kappa: 0.5849, kb_relative_information_score: 24156.9745, mean_absolute_error: 0.2117, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7931, predictive_accuracy: 0.7924, prior_entropy: 1, recall: 0.7924, relative_absolute_error: 0.4233, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4267, root_relative_squared_error: 0.8534, scimark_benchmark: 897.921,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8698, build_cpu_time: 2.9389, build_memory: 3921102993.2763, f_measure: 0.7842, kappa: 0.5688, kb_relative_information_score: 19553.6079, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.785, predictive_accuracy: 0.7843, prior_entropy: 1, recall: 0.7843, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3835, root_relative_squared_error: 0.767, scimark_benchmark: 934.1583,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8662, build_cpu_time: 1.8002, build_memory: 647881812.2091, f_measure: 0.7806, kappa: 0.5613, kb_relative_information_score: 19503.234, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7811, predictive_accuracy: 0.7806, prior_entropy: 1, recall: 0.7806, relative_absolute_error: 0.555, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3866, root_relative_squared_error: 0.7731, scimark_benchmark: 935.7155,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, build_cpu_time: 11.4317, build_memory: 1735410056.2877, f_measure: 0.7866, kappa: 0.5736, kb_relative_information_score: 19612.9105, mean_absolute_error: 0.277, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7875, predictive_accuracy: 0.7868, prior_entropy: 1, recall: 0.7868, relative_absolute_error: 0.5541, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3809, root_relative_squared_error: 0.7619, scimark_benchmark: 935.4817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, build_cpu_time: 6.854, build_memory: 723471925.807, f_measure: 0.7861, kappa: 0.5725, kb_relative_information_score: 19595.4219, mean_absolute_error: 0.2771, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.787, predictive_accuracy: 0.7862, prior_entropy: 1, recall: 0.7862, relative_absolute_error: 0.5543, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3817, root_relative_squared_error: 0.7633, scimark_benchmark: 946.8386,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8785, build_cpu_time: 125.9018, build_memory: 2605829464.9362, f_measure: 0.7951, kappa: 0.5905, kb_relative_information_score: 18157.4288, mean_absolute_error: 0.3016, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7957, predictive_accuracy: 0.7952, prior_entropy: 1, recall: 0.7952, relative_absolute_error: 0.6032, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.378, root_relative_squared_error: 0.7561, scimark_benchmark: 942.0414,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7951, f_measure: 0.7795, kappa: 0.5591, kb_relative_information_score: 23257.0419, mean_absolute_error: 0.2217, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7797, predictive_accuracy: 0.7796, prior_entropy: 1, recall: 0.7796, relative_absolute_error: 0.4434, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4547, root_relative_squared_error: 0.9095, scimark_benchmark: 1305.601, usercpu_time_millis: 2060, usercpu_time_millis_training: 2060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8719, f_measure: 0.794, kappa: 0.5882, kb_relative_information_score: 17255.4154, mean_absolute_error: 0.3113, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.795, predictive_accuracy: 0.7941, prior_entropy: 1, recall: 0.7941, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7633, scimark_benchmark: 1351.6526, usercpu_time_millis: 3070, usercpu_time_millis_testing: 490, usercpu_time_millis_training: 2580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.873, f_measure: 0.7859, kappa: 0.5718, kb_relative_information_score: 19205.693, mean_absolute_error: 0.2826, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7861, predictive_accuracy: 0.7859, prior_entropy: 1, recall: 0.7859, relative_absolute_error: 0.5651, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3808, root_relative_squared_error: 0.7616, scimark_benchmark: 1326.8946, usercpu_time_millis: 990, usercpu_time_millis_training: 990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.784, kappa: 0.5683, kb_relative_information_score: 19368.2491, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7848, predictive_accuracy: 0.7841, prior_entropy: 1, recall: 0.7841, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, scimark_benchmark: 1322.7257, usercpu_time_millis: 1790, usercpu_time_millis_testing: 320, usercpu_time_millis_training: 1470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.7359, kappa: 0.4742, kb_relative_information_score: 19591.1164, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7412, predictive_accuracy: 0.737, prior_entropy: 1, recall: 0.737, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4783, root_relative_squared_error: 0.9566, scimark_benchmark: 940.3347, usercpu_time_millis: 210, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.784, kappa: 0.5683, kb_relative_information_score: 19368.2491, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7848, predictive_accuracy: 0.7841, prior_entropy: 1, recall: 0.7841, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, scimark_benchmark: 1347.993, usercpu_time_millis: 1890, usercpu_time_millis_testing: 330, usercpu_time_millis_training: 1560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, f_measure: 0.784, kappa: 0.5683, kb_relative_information_score: 19368.2491, mean_absolute_error: 0.2793, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7848, predictive_accuracy: 0.7841, prior_entropy: 1, recall: 0.7841, relative_absolute_error: 0.5586, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, scimark_benchmark: 1319.5177, usercpu_time_millis: 1940, usercpu_time_millis_testing: 390, usercpu_time_millis_training: 1550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.3353, kb_relative_information_score: -0.0175, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.2518, predictive_accuracy: 0.5018, prior_entropy: 1, recall: 0.5018, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1345.5871,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7628, f_measure: 0.76, kappa: 0.5253, kb_relative_information_score: 21925.6308, mean_absolute_error: 0.2375, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7742, predictive_accuracy: 0.7625, prior_entropy: 1, recall: 0.7625, relative_absolute_error: 0.4751, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4874, root_relative_squared_error: 0.9748, scimark_benchmark: 1341.2341, usercpu_time_millis: 250, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8431, f_measure: 0.7483, kappa: 0.4966, kb_relative_information_score: 16440.1196, mean_absolute_error: 0.3168, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7483, predictive_accuracy: 0.7483, prior_entropy: 1, recall: 0.7483, relative_absolute_error: 0.6336, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8102, scimark_benchmark: 854.5188, usercpu_time_millis: 360, usercpu_time_millis_training: 360,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8508, f_measure: 0.7626, kappa: 0.5253, kb_relative_information_score: 17196.5288, mean_absolute_error: 0.3074, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7631, predictive_accuracy: 0.7626, prior_entropy: 1, recall: 0.7626, relative_absolute_error: 0.6148, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7952, scimark_benchmark: 939.5205, usercpu_time_millis: 750, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8585, f_measure: 0.7728, kappa: 0.5458, kb_relative_information_score: 17801.7235, mean_absolute_error: 0.3003, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7732, predictive_accuracy: 0.7729, prior_entropy: 1, recall: 0.7729, relative_absolute_error: 0.6006, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3916, root_relative_squared_error: 0.7833, scimark_benchmark: 1363.454, usercpu_time_millis: 1270, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.7712, kappa: 0.5428, kb_relative_information_score: 18256.7615, mean_absolute_error: 0.2927, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7725, predictive_accuracy: 0.7714, prior_entropy: 1, recall: 0.7714, relative_absolute_error: 0.5854, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3968, root_relative_squared_error: 0.7937, scimark_benchmark: 1330.0803, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5302, f_measure: 0.5037, kappa: 0.0606, kb_relative_information_score: 2595.2715, mean_absolute_error: 0.4689, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.5387, predictive_accuracy: 0.5311, prior_entropy: 1, recall: 0.5311, relative_absolute_error: 0.9379, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.6848, root_relative_squared_error: 1.3696, scimark_benchmark: 825.5282, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7586, f_measure: 0.7583, kappa: 0.5171, kb_relative_information_score: 21593.6246, mean_absolute_error: 0.2415, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7593, predictive_accuracy: 0.7585, prior_entropy: 1, recall: 0.7585, relative_absolute_error: 0.483, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4914, root_relative_squared_error: 0.9829, scimark_benchmark: 1465.2979, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7599, f_measure: 0.7599, kappa: 0.5198, kb_relative_information_score: 21709.6268, mean_absolute_error: 0.2401, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.76, predictive_accuracy: 0.7599, prior_entropy: 1, recall: 0.7599, relative_absolute_error: 0.4803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.49, root_relative_squared_error: 0.9801, scimark_benchmark: 1325.942, usercpu_time_millis: 3080, usercpu_time_millis_testing: 1400, usercpu_time_millis_training: 1680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.834, f_measure: 0.7828, kappa: 0.5659, kb_relative_information_score: 17472.3214, mean_absolute_error: 0.3088, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.784, predictive_accuracy: 0.7829, prior_entropy: 1, recall: 0.7829, relative_absolute_error: 0.6176, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8027, scimark_benchmark: 1301.9956, usercpu_time_millis: 440, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.7772, kappa: 0.5546, kb_relative_information_score: 18665.6684, mean_absolute_error: 0.2897, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7778, predictive_accuracy: 0.7773, prior_entropy: 1, recall: 0.7773, relative_absolute_error: 0.5794, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4028, root_relative_squared_error: 0.8056, scimark_benchmark: 1301.9956, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.7778, kappa: 0.5556, kb_relative_information_score: 12854.1483, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.778, predictive_accuracy: 0.7778, prior_entropy: 1, recall: 0.7778, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8101, scimark_benchmark: 1327.9952, usercpu_time_millis: 140, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.859, f_measure: 0.7802, kappa: 0.5609, kb_relative_information_score: 17688.9443, mean_absolute_error: 0.3031, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7818, predictive_accuracy: 0.7804, prior_entropy: 1, recall: 0.7804, relative_absolute_error: 0.6061, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3899, root_relative_squared_error: 0.7797, scimark_benchmark: 1325.5087, usercpu_time_millis: 390, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7788, kappa: 0.5578, kb_relative_information_score: 17736.4238, mean_absolute_error: 0.3023, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7796, predictive_accuracy: 0.7789, prior_entropy: 1, recall: 0.7789, relative_absolute_error: 0.6045, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3891, root_relative_squared_error: 0.7781, scimark_benchmark: 1300.0105, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.7845, kappa: 0.5693, kb_relative_information_score: 19401.2609, mean_absolute_error: 0.2796, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7852, predictive_accuracy: 0.7846, prior_entropy: 1, recall: 0.7846, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678, scimark_benchmark: 1322.7383, usercpu_time_millis: 290, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 280,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1322.7383, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1354.7191, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1343.2125, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 932.5646, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1341.5795, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.7995, kappa: 0.599, kb_relative_information_score: 19593.5911, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7996, predictive_accuracy: 0.7995, prior_entropy: 1, recall: 0.7995, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.7433, scimark_benchmark: 1335.5424, usercpu_time_millis: 104050, usercpu_time_millis_testing: 2360, usercpu_time_millis_training: 101690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8132, f_measure: 0.7741, kappa: 0.5483, kb_relative_information_score: 18121.4079, mean_absolute_error: 0.2981, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7746, predictive_accuracy: 0.7741, prior_entropy: 1, recall: 0.7741, relative_absolute_error: 0.5962, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.415, root_relative_squared_error: 0.8301, scimark_benchmark: 1339.4189, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.7781, kappa: 0.5562, kb_relative_information_score: 18630.0497, mean_absolute_error: 0.2881, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7782, predictive_accuracy: 0.7781, prior_entropy: 1, recall: 0.7781, relative_absolute_error: 0.5762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3874, root_relative_squared_error: 0.7749, scimark_benchmark: 1325.942, usercpu_time_millis: 30, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.7841, kappa: 0.5682, kb_relative_information_score: 23735.6644, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7842, predictive_accuracy: 0.7841, prior_entropy: 1, recall: 0.7841, relative_absolute_error: 0.4318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4646, root_relative_squared_error: 0.9292, scimark_benchmark: 869.6028, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8845, f_measure: 0.7995, kappa: 0.599, kb_relative_information_score: 19593.5911, mean_absolute_error: 0.2787, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7996, predictive_accuracy: 0.7995, prior_entropy: 1, recall: 0.7995, relative_absolute_error: 0.5574, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3716, root_relative_squared_error: 0.7433, scimark_benchmark: 944.5495, usercpu_time_millis: 338250, usercpu_time_millis_testing: 2410, usercpu_time_millis_training: 335840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7221, f_measure: 0.722, kappa: 0.444, kb_relative_information_score: 18540.1439, mean_absolute_error: 0.2781, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.722, predictive_accuracy: 0.722, prior_entropy: 1, recall: 0.722, relative_absolute_error: 0.5561, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5271, root_relative_squared_error: 1.0543, scimark_benchmark: 1313.5726, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.7849, kappa: 0.5698, kb_relative_information_score: 18464.4109, mean_absolute_error: 0.2928, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7849, predictive_accuracy: 0.7849, prior_entropy: 1, recall: 0.7849, relative_absolute_error: 0.5856, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, scimark_benchmark: 932.5646, usercpu_time_millis: 1240, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.7778, kappa: 0.5556, kb_relative_information_score: 12854.1483, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.778, predictive_accuracy: 0.7778, prior_entropy: 1, recall: 0.7778, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8101, scimark_benchmark: 1340.4336, usercpu_time_millis: 160, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7616, f_measure: 0.7471, kappa: 0.4943, kb_relative_information_score: 12521.3663, mean_absolute_error: 0.3704, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7474, predictive_accuracy: 0.7471, prior_entropy: 1, recall: 0.7471, relative_absolute_error: 0.7409, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4335, root_relative_squared_error: 0.867, scimark_benchmark: 1168.3268,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.7845, kappa: 0.5693, kb_relative_information_score: 19401.2609, mean_absolute_error: 0.2796, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7852, predictive_accuracy: 0.7846, prior_entropy: 1, recall: 0.7846, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678, scimark_benchmark: 1345.7204, usercpu_time_millis: 220, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1345.7204, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.7738, kappa: 0.5478, kb_relative_information_score: 17000.8538, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7743, predictive_accuracy: 0.7739, prior_entropy: 1, recall: 0.7739, relative_absolute_error: 0.6232, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8035, scimark_benchmark: 1346.4887, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7226, f_measure: 0.7226, kappa: 0.4451, kb_relative_information_score: 18593.5688, mean_absolute_error: 0.2774, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7226, predictive_accuracy: 0.7226, prior_entropy: 1, recall: 0.7226, relative_absolute_error: 0.5549, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5267, root_relative_squared_error: 1.0534, scimark_benchmark: 1334.4761, usercpu_time_millis: 2590, usercpu_time_millis_testing: 2590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7226, f_measure: 0.7226, kappa: 0.4451, kb_relative_information_score: 18586.4323, mean_absolute_error: 0.2775, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7226, predictive_accuracy: 0.7226, prior_entropy: 1, recall: 0.7226, relative_absolute_error: 0.5551, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5266, root_relative_squared_error: 1.0531, scimark_benchmark: 1316.8289, usercpu_time_millis: 910, usercpu_time_millis_testing: 910,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8507, f_measure: 0.769, kappa: 0.5381, kb_relative_information_score: 16868.4308, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7695, predictive_accuracy: 0.769, prior_entropy: 1, recall: 0.769, relative_absolute_error: 0.6256, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3973, root_relative_squared_error: 0.7946, scimark_benchmark: 833.3193, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7341, f_measure: 0.7022, kappa: 0.422, kb_relative_information_score: 4293.9654, mean_absolute_error: 0.4548, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7387, predictive_accuracy: 0.7107, prior_entropy: 1, recall: 0.7107, relative_absolute_error: 0.9096, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4697, root_relative_squared_error: 0.9394, scimark_benchmark: 898.1296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.7359, kappa: 0.4742, kb_relative_information_score: 19591.806, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7412, predictive_accuracy: 0.737, prior_entropy: 1, recall: 0.737, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4783, root_relative_squared_error: 0.9567, scimark_benchmark: 1334.2813, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8762, f_measure: 0.79, kappa: 0.5803, kb_relative_information_score: 19449.6629, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.791, predictive_accuracy: 0.7901, prior_entropy: 1, recall: 0.7901, relative_absolute_error: 0.5602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3777, root_relative_squared_error: 0.7554, scimark_benchmark: 1310.6407, usercpu_time_millis: 1690, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 1550,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8513, f_measure: 0.7722, kappa: 0.5445, kb_relative_information_score: 16911.1914, mean_absolute_error: 0.3112, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7724, predictive_accuracy: 0.7722, prior_entropy: 1, recall: 0.7722, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7909, scimark_benchmark: 943.1756, usercpu_time_millis: 220, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8712, f_measure: 0.7934, kappa: 0.5872, kb_relative_information_score: 17192.9335, mean_absolute_error: 0.312, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7946, predictive_accuracy: 0.7936, prior_entropy: 1, recall: 0.7936, relative_absolute_error: 0.624, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3822, root_relative_squared_error: 0.7644, scimark_benchmark: 1312.0581, usercpu_time_millis: 1550, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 1300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7539, f_measure: 0.7515, kappa: 0.5075, kb_relative_information_score: 21183.617, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.763, predictive_accuracy: 0.7536, prior_entropy: 1, recall: 0.7536, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1331.5882, usercpu_time_millis: 7000, usercpu_time_millis_testing: 1240, usercpu_time_millis_training: 5760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8105, f_measure: 0.782, kappa: 0.5641, kb_relative_information_score: 16615.462, mean_absolute_error: 0.3212, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7824, predictive_accuracy: 0.782, prior_entropy: 1, recall: 0.782, relative_absolute_error: 0.6423, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4088, root_relative_squared_error: 0.8177, scimark_benchmark: 1305.7138, usercpu_time_millis: 560, usercpu_time_millis_training: 560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8767, f_measure: 0.7908, kappa: 0.5819, kb_relative_information_score: 19454.5457, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7919, predictive_accuracy: 0.7909, prior_entropy: 1, recall: 0.7909, relative_absolute_error: 0.5603, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3772, root_relative_squared_error: 0.7545, scimark_benchmark: 1255.8862, usercpu_time_millis: 3920, usercpu_time_millis_testing: 240, usercpu_time_millis_training: 3680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8209, f_measure: 0.7342, kappa: 0.4687, kb_relative_information_score: 19436.022, mean_absolute_error: 0.2677, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4835, root_relative_squared_error: 0.967, scimark_benchmark: 918.6005, usercpu_time_millis: 20, usercpu_time_millis_testing: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8681, f_measure: 0.79, kappa: 0.5805, kb_relative_information_score: 17094.4522, mean_absolute_error: 0.3128, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7913, predictive_accuracy: 0.7902, prior_entropy: 1, recall: 0.7902, relative_absolute_error: 0.6257, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3842, root_relative_squared_error: 0.7684, scimark_benchmark: 1330.0694, usercpu_time_millis: 320, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6878, f_measure: 0.6741, kappa: 0.3594, kb_relative_information_score: 10707.541, mean_absolute_error: 0.3818, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.6934, predictive_accuracy: 0.68, prior_entropy: 1, recall: 0.68, relative_absolute_error: 0.7636, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4858, root_relative_squared_error: 0.9717, scimark_benchmark: 912.7324, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8705, f_measure: 0.7933, kappa: 0.587, kb_relative_information_score: 17200.6749, mean_absolute_error: 0.3118, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7944, predictive_accuracy: 0.7934, prior_entropy: 1, recall: 0.7934, relative_absolute_error: 0.6236, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3826, root_relative_squared_error: 0.7651, scimark_benchmark: 1306.6379, usercpu_time_millis: 730, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 650,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.7845, kappa: 0.5693, kb_relative_information_score: 19401.2609, mean_absolute_error: 0.2796, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7852, predictive_accuracy: 0.7846, prior_entropy: 1, recall: 0.7846, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678, scimark_benchmark: 940.0008, usercpu_time_millis: 350, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 330,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, f_measure: 0.7884, kappa: 0.577, kb_relative_information_score: 19413.4268, mean_absolute_error: 0.2801, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7892, predictive_accuracy: 0.7885, prior_entropy: 1, recall: 0.7885, relative_absolute_error: 0.5602, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3806, root_relative_squared_error: 0.7613, scimark_benchmark: 942.9518, usercpu_time_millis: 760, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 730,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8754, f_measure: 0.7902, kappa: 0.5807, kb_relative_information_score: 19466.2252, mean_absolute_error: 0.2798, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7912, predictive_accuracy: 0.7903, prior_entropy: 1, recall: 0.7903, relative_absolute_error: 0.5596, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3784, root_relative_squared_error: 0.7567, scimark_benchmark: 895.5332, usercpu_time_millis: 1060, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 1020,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8126, f_measure: 0.7617, kappa: 0.5236, kb_relative_information_score: 15778.198, mean_absolute_error: 0.3284, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.762, predictive_accuracy: 0.7618, prior_entropy: 1, recall: 0.7618, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.413, root_relative_squared_error: 0.826, scimark_benchmark: 939.5205, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.839, f_measure: 0.7471, kappa: 0.4942, kb_relative_information_score: 16065.8824, mean_absolute_error: 0.322, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7471, predictive_accuracy: 0.7471, prior_entropy: 1, recall: 0.7471, relative_absolute_error: 0.6441, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4085, root_relative_squared_error: 0.817, scimark_benchmark: 943.1756, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8343, f_measure: 0.7648, kappa: 0.5297, kb_relative_information_score: 18698.7987, mean_absolute_error: 0.2834, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7648, predictive_accuracy: 0.7648, prior_entropy: 1, recall: 0.7648, relative_absolute_error: 0.5667, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4104, root_relative_squared_error: 0.8208, scimark_benchmark: 937.1527, usercpu_time_millis: 1090, usercpu_time_millis_testing: 1090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8329, f_measure: 0.7462, kappa: 0.4923, kb_relative_information_score: 15470.3412, mean_absolute_error: 0.3303, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7462, predictive_accuracy: 0.7462, prior_entropy: 1, recall: 0.7462, relative_absolute_error: 0.6605, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4116, root_relative_squared_error: 0.8233, scimark_benchmark: 943.1756, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8086, f_measure: 0.7502, kappa: 0.5003, kb_relative_information_score: 18544.785, mean_absolute_error: 0.2819, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7502, predictive_accuracy: 0.7502, prior_entropy: 1, recall: 0.7502, relative_absolute_error: 0.5639, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4327, root_relative_squared_error: 0.8655, scimark_benchmark: 1324.8395, usercpu_time_millis: 940, usercpu_time_millis_testing: 940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7425, f_measure: 0.7414, kappa: 0.4852, kb_relative_information_score: 20279.6002, mean_absolute_error: 0.2572, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7478, predictive_accuracy: 0.7428, prior_entropy: 1, recall: 0.7428, relative_absolute_error: 0.5145, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5072, root_relative_squared_error: 1.0144, scimark_benchmark: 1304.9611, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7747, f_measure: 0.7745, kappa: 0.5493, kb_relative_information_score: 22939.6496, mean_absolute_error: 0.2254, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7751, predictive_accuracy: 0.7746, prior_entropy: 1, recall: 0.7746, relative_absolute_error: 0.4508, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4748, root_relative_squared_error: 0.9495, scimark_benchmark: 1333.5799, usercpu_time_millis: 540, usercpu_time_millis_training: 540,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7098, f_measure: 0.7007, kappa: 0.419, kb_relative_information_score: 17471.548, mean_absolute_error: 0.2909, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7368, predictive_accuracy: 0.7091, prior_entropy: 1, recall: 0.7091, relative_absolute_error: 0.5817, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5393, root_relative_squared_error: 1.0786, scimark_benchmark: 1315.395, usercpu_time_millis: 23080, usercpu_time_millis_testing: 1980, usercpu_time_millis_training: 21100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8697, f_measure: 0.7879, kappa: 0.5759, kb_relative_information_score: 18763.0703, mean_absolute_error: 0.2885, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.788, predictive_accuracy: 0.7879, prior_entropy: 1, recall: 0.7879, relative_absolute_error: 0.5771, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3829, root_relative_squared_error: 0.7659, scimark_benchmark: 1318.5627, usercpu_time_millis: 100320, usercpu_time_millis_testing: 100310, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.7841, kappa: 0.5682, kb_relative_information_score: 23733.6644, mean_absolute_error: 0.2159, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7842, predictive_accuracy: 0.7841, prior_entropy: 1, recall: 0.7841, relative_absolute_error: 0.4318, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4646, root_relative_squared_error: 0.9293, scimark_benchmark: 1301.1661, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.7778, kappa: 0.5556, kb_relative_information_score: 12854.1483, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.778, predictive_accuracy: 0.7778, prior_entropy: 1, recall: 0.7778, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8101, scimark_benchmark: 1328.941, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7944, f_measure: 0.7942, kappa: 0.5887, kb_relative_information_score: 24585.6802, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7951, predictive_accuracy: 0.7943, prior_entropy: 1, recall: 0.7943, relative_absolute_error: 0.4114, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4535, root_relative_squared_error: 0.9071, scimark_benchmark: 1342.5243, usercpu_time_millis: 3800, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 3700,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5821, f_measure: 0.3936, kappa: 0.0543, kb_relative_information_score: 1592.4517, mean_absolute_error: 0.4833, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7444, predictive_accuracy: 0.5287, prior_entropy: 1, recall: 0.5287, relative_absolute_error: 0.9666, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4881, root_relative_squared_error: 0.9763, scimark_benchmark: 1329.0992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8206, f_measure: 0.7335, kappa: 0.4673, kb_relative_information_score: 19436.024, mean_absolute_error: 0.2677, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7341, predictive_accuracy: 0.7336, prior_entropy: 1, recall: 0.7336, relative_absolute_error: 0.5354, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4838, root_relative_squared_error: 0.9676, scimark_benchmark: 922.1419, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.7875, kappa: 0.575, kb_relative_information_score: 18783.6981, mean_absolute_error: 0.2887, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7876, predictive_accuracy: 0.7875, prior_entropy: 1, recall: 0.7875, relative_absolute_error: 0.5773, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7625, scimark_benchmark: 1344.3348, usercpu_time_millis: 10670, usercpu_time_millis_testing: 660, usercpu_time_millis_training: 10010,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8137, f_measure: 0.7748, kappa: 0.5499, kb_relative_information_score: 18173.9173, mean_absolute_error: 0.2975, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7753, predictive_accuracy: 0.7749, prior_entropy: 1, recall: 0.7749, relative_absolute_error: 0.5949, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4146, root_relative_squared_error: 0.8292, scimark_benchmark: 1321.527, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7865, f_measure: 0.7865, kappa: 0.573, kb_relative_information_score: 23937.6682, mean_absolute_error: 0.2135, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7869, predictive_accuracy: 0.7865, prior_entropy: 1, recall: 0.7865, relative_absolute_error: 0.4269, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.462, root_relative_squared_error: 0.924, scimark_benchmark: 1360.5374, usercpu_time_millis: 250, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8549, f_measure: 0.7778, kappa: 0.5556, kb_relative_information_score: 12854.1483, mean_absolute_error: 0.364, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.778, predictive_accuracy: 0.7778, prior_entropy: 1, recall: 0.7778, relative_absolute_error: 0.728, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4051, root_relative_squared_error: 0.8101, scimark_benchmark: 1337.7947, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.7359, kappa: 0.4742, kb_relative_information_score: 19591.806, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7412, predictive_accuracy: 0.737, prior_entropy: 1, recall: 0.737, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4783, root_relative_squared_error: 0.9567, scimark_benchmark: 1322.7383, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1354.3488, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8689, f_measure: 0.7845, kappa: 0.5693, kb_relative_information_score: 19401.2609, mean_absolute_error: 0.2796, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7852, predictive_accuracy: 0.7846, prior_entropy: 1, recall: 0.7846, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3839, root_relative_squared_error: 0.7678, scimark_benchmark: 1347.6543, usercpu_time_millis: 230, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1347.6543, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7539, f_measure: 0.7515, kappa: 0.5075, kb_relative_information_score: 21183.617, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.763, predictive_accuracy: 0.7536, prior_entropy: 1, recall: 0.7536, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1333.202, usercpu_time_millis: 3200, usercpu_time_millis_testing: 1460, usercpu_time_millis_training: 1740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7539, f_measure: 0.7515, kappa: 0.5075, kb_relative_information_score: 21183.617, mean_absolute_error: 0.2464, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.763, predictive_accuracy: 0.7536, prior_entropy: 1, recall: 0.7536, relative_absolute_error: 0.4928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4964, root_relative_squared_error: 0.9928, scimark_benchmark: 1340.9749, usercpu_time_millis: 3390, usercpu_time_millis_testing: 1460, usercpu_time_millis_training: 1930,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8207, f_measure: 0.7359, kappa: 0.4742, kb_relative_information_score: 19591.806, mean_absolute_error: 0.2661, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7412, predictive_accuracy: 0.737, prior_entropy: 1, recall: 0.737, relative_absolute_error: 0.5322, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4783, root_relative_squared_error: 0.9567, scimark_benchmark: 1333.202, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8393, f_measure: 0.7738, kappa: 0.5478, kb_relative_information_score: 17000.8538, mean_absolute_error: 0.3116, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7743, predictive_accuracy: 0.7739, prior_entropy: 1, recall: 0.7739, relative_absolute_error: 0.6232, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.8035, scimark_benchmark: 1334.8495, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.3353, kb_relative_information_score: -0.0175, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.2518, predictive_accuracy: 0.5018, prior_entropy: 1, recall: 0.5018, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1329.0992,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.7876, kappa: 0.5752, kb_relative_information_score: 18789.2816, mean_absolute_error: 0.2886, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7877, predictive_accuracy: 0.7876, prior_entropy: 1, recall: 0.7876, relative_absolute_error: 0.5772, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3813, root_relative_squared_error: 0.7625, scimark_benchmark: 1300.0105, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.7484, kappa: 0.5033, kb_relative_information_score: 14463.5107, mean_absolute_error: 0.3438, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.765, predictive_accuracy: 0.7515, prior_entropy: 1, recall: 0.7515, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8408, scimark_benchmark: 1329.5214, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7987, f_measure: 0.7484, kappa: 0.5033, kb_relative_information_score: 14463.5107, mean_absolute_error: 0.3438, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.765, predictive_accuracy: 0.7515, prior_entropy: 1, recall: 0.7515, relative_absolute_error: 0.6875, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4204, root_relative_squared_error: 0.8408, scimark_benchmark: 1292.1375, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7684, f_measure: 0.7493, kappa: 0.499, kb_relative_information_score: 12770.8574, mean_absolute_error: 0.3674, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7503, predictive_accuracy: 0.7494, prior_entropy: 1, recall: 0.7494, relative_absolute_error: 0.7348, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8638, scimark_benchmark: 1344.7246, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8611, f_measure: 0.7771, kappa: 0.5542, kb_relative_information_score: 18316.6433, mean_absolute_error: 0.292, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7771, predictive_accuracy: 0.7771, prior_entropy: 1, recall: 0.7771, relative_absolute_error: 0.5841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3895, root_relative_squared_error: 0.7791, scimark_benchmark: 1323.8098, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8763, f_measure: 0.7953, kappa: 0.5913, kb_relative_information_score: 18380.0949, mean_absolute_error: 0.2974, mean_prior_absolute_error: 0.5, number_of_instances: 41770, precision: 0.7975, predictive_accuracy: 0.7956, prior_entropy: 1, recall: 0.7956, relative_absolute_error: 0.5948, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.378, root_relative_squared_error: 0.7559, scimark_benchmark: 921.466, usercpu_time_millis: 1390, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 1180,

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