OpenML
Supervised Classification on braziltourism

Supervised Classification on braziltourism

Task 3820 Supervised Classification braziltourism 492 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • study_1 study_107 study_41 under100k under1m
Issue #Downvotes for this reason By


Metric:

492 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6793, f_measure: 0.7596, kappa: 0.2782, kb_relative_information_score: 41.0009, mean_absolute_error: 0.2871, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.754, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8134, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4122, root_relative_squared_error: 0.9822, scimark_benchmark: 1806.5905, usercpu_time_millis: 46.8003, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 31.2002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, f_measure: 0.7566, kappa: 0.2656, kb_relative_information_score: 40.5905, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7516, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.9773, scimark_benchmark: 1806.5905, usercpu_time_millis: 78.0005, usercpu_time_millis_testing: 15.6001, usercpu_time_millis_training: 62.4004,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6607, f_measure: 0.7588, kappa: 0.2689, kb_relative_information_score: 43.6563, mean_absolute_error: 0.283, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.756, predictive_accuracy: 0.784, prior_entropy: 0.7771, recall: 0.784, relative_absolute_error: 0.802, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4369, root_relative_squared_error: 1.041, scimark_benchmark: 1806.5905, usercpu_time_millis: 15.6001, usercpu_time_millis_testing: 15.6001,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5935, f_measure: 0.7053, kappa: 0.154, kb_relative_information_score: 23.9148, mean_absolute_error: 0.2924, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7021, predictive_accuracy: 0.7087, prior_entropy: 0.7771, recall: 0.7087, relative_absolute_error: 0.8285, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.5382, root_relative_squared_error: 1.2826, scimark_benchmark: 1806.5905,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.676, f_measure: 0.7542, kappa: 0.2417, kb_relative_information_score: 22.1376, mean_absolute_error: 0.3135, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7886, predictive_accuracy: 0.801, prior_entropy: 0.7771, recall: 0.801, relative_absolute_error: 0.8884, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3966, root_relative_squared_error: 0.9451, scimark_benchmark: 1877.5305,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6736, f_measure: 0.7531, kappa: 0.2542, kb_relative_information_score: 13.8676, mean_absolute_error: 0.3104, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7479, predictive_accuracy: 0.7767, prior_entropy: 0.7771, recall: 0.7767, relative_absolute_error: 0.8796, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4125, root_relative_squared_error: 0.983, scimark_benchmark: 1850.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4847, f_measure: 0.6725, kb_relative_information_score: -0.9555, mean_absolute_error: 0.353, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.5957, predictive_accuracy: 0.7718, prior_entropy: 0.7771, recall: 0.7718, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4197, root_relative_squared_error: 1.0001, scimark_benchmark: 1850.8887,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 906.0979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.7225, kappa: 0.1443, kb_relative_information_score: -46.4978, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7298, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.9688, scimark_benchmark: 972.587, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.7387, kappa: 0.2125, kb_relative_information_score: 33.9067, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7303, predictive_accuracy: 0.7621, prior_entropy: 0.7771, recall: 0.7621, relative_absolute_error: 0.8511, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4107, root_relative_squared_error: 0.9787, scimark_benchmark: 851.2074, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 931.771, usercpu_time_millis: 100, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 931.771, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 941.6675, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 941.6675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 934.695,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7477, kappa: 0.2252, kb_relative_information_score: 49.4145, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7551, predictive_accuracy: 0.7864, prior_entropy: 0.7771, recall: 0.7864, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.9418, scimark_benchmark: 941.6675, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 905.2959,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.7702, kappa: 0.2994, kb_relative_information_score: 85.2665, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.775, predictive_accuracy: 0.7985, prior_entropy: 0.7771, recall: 0.7985, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.9622, scimark_benchmark: 927.2917, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 932.438, usercpu_time_millis: 90, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 932.438, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7302, kappa: 0.1677, kb_relative_information_score: 32.3567, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7455, predictive_accuracy: 0.7816, prior_entropy: 0.7771, recall: 0.7816, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4024, root_relative_squared_error: 0.9588, scimark_benchmark: 941.3847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.7702, kappa: 0.2994, kb_relative_information_score: 85.2665, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.775, predictive_accuracy: 0.7985, prior_entropy: 0.7771, recall: 0.7985, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.9622, scimark_benchmark: 939.8002,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, f_measure: 0.7566, kappa: 0.2656, kb_relative_information_score: 40.5905, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7516, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.9773, scimark_benchmark: 943.1009, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 819.5729,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.7225, kappa: 0.1443, kb_relative_information_score: -46.4978, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7298, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.9688, scimark_benchmark: 901.6243, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 932.438, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 934.5964, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7302, kappa: 0.1677, kb_relative_information_score: 32.3567, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7455, predictive_accuracy: 0.7816, prior_entropy: 0.7771, recall: 0.7816, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4024, root_relative_squared_error: 0.9588, scimark_benchmark: 938.1282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 903.2737,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7477, kappa: 0.2252, kb_relative_information_score: 49.4145, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7551, predictive_accuracy: 0.7864, prior_entropy: 0.7771, recall: 0.7864, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.9418, scimark_benchmark: 941.4991, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, f_measure: 0.7406, kappa: 0.2077, kb_relative_information_score: 30.1436, mean_absolute_error: 0.3021, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.738, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.856, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.411, root_relative_squared_error: 0.9795, scimark_benchmark: 1051.249, usercpu_time_millis: 5530, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 5510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 936.9595, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, f_measure: 0.7566, kappa: 0.2656, kb_relative_information_score: 40.5905, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7516, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.9773, scimark_benchmark: 936.3213, usercpu_time_millis: 140, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7237, f_measure: 0.7518, kappa: 0.234, kb_relative_information_score: 34.651, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7918, predictive_accuracy: 0.801, prior_entropy: 0.7771, recall: 0.801, relative_absolute_error: 0.889, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3929, root_relative_squared_error: 0.9362, scimark_benchmark: 901.6243, usercpu_time_millis: 2470, usercpu_time_millis_testing: 850, usercpu_time_millis_training: 1620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7168, f_measure: 0.7482, kappa: 0.2232, kb_relative_information_score: 33.0716, mean_absolute_error: 0.3137, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7778, predictive_accuracy: 0.7961, prior_entropy: 0.7771, recall: 0.7961, relative_absolute_error: 0.8888, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3932, root_relative_squared_error: 0.9371, scimark_benchmark: 935.5664, usercpu_time_millis: 1070, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7162, f_measure: 0.7506, kappa: 0.2309, kb_relative_information_score: 37.8819, mean_absolute_error: 0.3108, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7759, predictive_accuracy: 0.7961, prior_entropy: 0.7771, recall: 0.7961, relative_absolute_error: 0.8807, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.9334, scimark_benchmark: 938.3401, usercpu_time_millis: 520, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7139, f_measure: 0.7565, kappa: 0.2492, kb_relative_information_score: 27.875, mean_absolute_error: 0.3149, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7861, predictive_accuracy: 0.801, prior_entropy: 0.7771, recall: 0.801, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.397, root_relative_squared_error: 0.9461, scimark_benchmark: 908.4147, usercpu_time_millis: 280, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7167, f_measure: 0.7302, kappa: 0.1677, kb_relative_information_score: 33.0852, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7455, predictive_accuracy: 0.7816, prior_entropy: 0.7771, recall: 0.7816, relative_absolute_error: 0.8907, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3972, root_relative_squared_error: 0.9464, scimark_benchmark: 899.1108, usercpu_time_millis: 150, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.7555, kappa: 0.2519, kb_relative_information_score: 61.7655, mean_absolute_error: 0.2807, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7598, predictive_accuracy: 0.7888, prior_entropy: 0.7771, recall: 0.7888, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.9647, scimark_benchmark: 941.9549, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.7555, kappa: 0.2519, kb_relative_information_score: 61.7655, mean_absolute_error: 0.2807, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7598, predictive_accuracy: 0.7888, prior_entropy: 0.7771, recall: 0.7888, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.9647, scimark_benchmark: 929.0296, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.7555, kappa: 0.2519, kb_relative_information_score: 61.7655, mean_absolute_error: 0.2807, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7598, predictive_accuracy: 0.7888, prior_entropy: 0.7771, recall: 0.7888, relative_absolute_error: 0.7954, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4048, root_relative_squared_error: 0.9647, scimark_benchmark: 894.7131, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7, f_measure: 0.7461, kappa: 0.2224, kb_relative_information_score: 59.4468, mean_absolute_error: 0.283, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7479, predictive_accuracy: 0.7816, prior_entropy: 0.7771, recall: 0.7816, relative_absolute_error: 0.8019, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4017, root_relative_squared_error: 0.9571, scimark_benchmark: 926.5859, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7024, f_measure: 0.7422, kappa: 0.2101, kb_relative_information_score: 51.0959, mean_absolute_error: 0.2894, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7436, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8199, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4026, root_relative_squared_error: 0.9593, scimark_benchmark: 929.0296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4847, f_measure: 0.6725, kb_relative_information_score: -0.9555, mean_absolute_error: 0.353, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.5957, predictive_accuracy: 0.7718, prior_entropy: 0.7771, recall: 0.7718, relative_absolute_error: 1.0003, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4197, root_relative_squared_error: 1.0001, scimark_benchmark: 936.1714,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7088, f_measure: 0.7361, kappa: 0.1853, kb_relative_information_score: 137.0548, mean_absolute_error: 0.2084, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7828, predictive_accuracy: 0.7937, prior_entropy: 0.7771, recall: 0.7937, relative_absolute_error: 0.5906, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4357, root_relative_squared_error: 1.0382, scimark_benchmark: 926.5859, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6957, f_measure: 0.7378, kappa: 0.1906, kb_relative_information_score: 133.5104, mean_absolute_error: 0.2121, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7926, predictive_accuracy: 0.7961, prior_entropy: 0.7771, recall: 0.7961, relative_absolute_error: 0.6011, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4343, root_relative_squared_error: 1.0349, scimark_benchmark: 935.6052, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6871, f_measure: 0.7208, kappa: 0.1392, kb_relative_information_score: 128.6109, mean_absolute_error: 0.2158, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7849, predictive_accuracy: 0.7888, prior_entropy: 0.7771, recall: 0.7888, relative_absolute_error: 0.6114, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4447, root_relative_squared_error: 1.0598, scimark_benchmark: 938.3115, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6522, f_measure: 0.7111, kappa: 0.1098, kb_relative_information_score: 126.7364, mean_absolute_error: 0.2178, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7722, predictive_accuracy: 0.784, prior_entropy: 0.7771, recall: 0.784, relative_absolute_error: 0.6172, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4476, root_relative_squared_error: 1.0666, scimark_benchmark: 926.5859, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6377, f_measure: 0.692, kappa: 0.0541, kb_relative_information_score: 119.5501, mean_absolute_error: 0.2216, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7529, predictive_accuracy: 0.7767, prior_entropy: 0.7771, recall: 0.7767, relative_absolute_error: 0.6279, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4566, root_relative_squared_error: 1.0881, scimark_benchmark: 929.0296, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.6725, kb_relative_information_score: 108.4061, mean_absolute_error: 0.2282, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.5957, predictive_accuracy: 0.7718, prior_entropy: 0.7771, recall: 0.7718, relative_absolute_error: 0.6465, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4777, root_relative_squared_error: 1.1382, scimark_benchmark: 941.9549,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6173, f_measure: 0.7499, kappa: 0.2347, kb_relative_information_score: 44.442, mean_absolute_error: 0.3046, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7521, predictive_accuracy: 0.784, prior_entropy: 0.7771, recall: 0.784, relative_absolute_error: 0.8632, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4196, root_relative_squared_error: 0.9999, scimark_benchmark: 942.6192, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.67, f_measure: 0.7422, kappa: 0.2239, kb_relative_information_score: -70.6466, mean_absolute_error: 0.3737, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7342, predictive_accuracy: 0.7646, prior_entropy: 0.7771, recall: 0.7646, relative_absolute_error: 1.0589, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4186, root_relative_squared_error: 0.9976, scimark_benchmark: 923.7471, usercpu_time_millis: 410, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6202, f_measure: 0.6725, kb_relative_information_score: 4.3559, mean_absolute_error: 0.3364, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.5957, predictive_accuracy: 0.7718, prior_entropy: 0.7771, recall: 0.7718, relative_absolute_error: 0.9533, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4119, root_relative_squared_error: 0.9815, scimark_benchmark: 933.0918,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 899.1108,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.7225, kappa: 0.1443, kb_relative_information_score: -46.4978, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7298, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.9688, scimark_benchmark: 926.4745, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.7387, kappa: 0.2125, kb_relative_information_score: 33.9067, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7303, predictive_accuracy: 0.7621, prior_entropy: 0.7771, recall: 0.7621, relative_absolute_error: 0.8511, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4107, root_relative_squared_error: 0.9787, scimark_benchmark: 933.5515, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 939.3886, usercpu_time_millis: 80, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 939.3886, usercpu_time_millis: 60, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7302, kappa: 0.1677, kb_relative_information_score: 32.3567, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7455, predictive_accuracy: 0.7816, prior_entropy: 0.7771, recall: 0.7816, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4024, root_relative_squared_error: 0.9588, scimark_benchmark: 922.5036, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 938.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 938.838,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 938.838, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7477, kappa: 0.2252, kb_relative_information_score: 49.4145, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7551, predictive_accuracy: 0.7864, prior_entropy: 0.7771, recall: 0.7864, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.9418, scimark_benchmark: 946.9304, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6828, f_measure: 0.7406, kappa: 0.2077, kb_relative_information_score: 30.146, mean_absolute_error: 0.3021, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.738, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.856, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.411, root_relative_squared_error: 0.9795, scimark_benchmark: 938.5476, usercpu_time_millis: 4730, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 4690,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 949.7766,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.7702, kappa: 0.2994, kb_relative_information_score: 85.2665, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.775, predictive_accuracy: 0.7985, prior_entropy: 0.7771, recall: 0.7985, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.9622, scimark_benchmark: 879.4299, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6933, f_measure: 0.7566, kappa: 0.2656, kb_relative_information_score: 40.5905, mean_absolute_error: 0.2882, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7516, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4101, root_relative_squared_error: 0.9773, scimark_benchmark: 942.3809, usercpu_time_millis: 120, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 901.8743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 1340.2044, usercpu_time_millis: 140, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 1327.5842, usercpu_time_millis: 130, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1327.5842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1327.5842,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1332.1612, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7302, kappa: 0.1677, kb_relative_information_score: 32.3567, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7455, predictive_accuracy: 0.7816, prior_entropy: 0.7771, recall: 0.7816, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4024, root_relative_squared_error: 0.9588, scimark_benchmark: 1335.974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7477, kappa: 0.2252, kb_relative_information_score: 49.4145, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7551, predictive_accuracy: 0.7864, prior_entropy: 0.7771, recall: 0.7864, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.9418, scimark_benchmark: 1318.6467, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1292.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1342.8632,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1353.0836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7477, kappa: 0.2252, kb_relative_information_score: 49.4145, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7551, predictive_accuracy: 0.7864, prior_entropy: 0.7771, recall: 0.7864, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.9418, scimark_benchmark: 1309.4998, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6772, f_measure: 0.7702, kappa: 0.2994, kb_relative_information_score: 85.2665, mean_absolute_error: 0.2614, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.775, predictive_accuracy: 0.7985, prior_entropy: 0.7771, recall: 0.7985, relative_absolute_error: 0.7408, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4038, root_relative_squared_error: 0.9622, scimark_benchmark: 1340.9446, usercpu_time_millis: 120, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 1353.0836,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7023, f_measure: 0.7225, kappa: 0.1443, kb_relative_information_score: -46.4978, mean_absolute_error: 0.3504, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7298, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4065, root_relative_squared_error: 0.9688, scimark_benchmark: 1292.514, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1362.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1313.8988,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7099, f_measure: 0.7387, kappa: 0.2125, kb_relative_information_score: 33.9067, mean_absolute_error: 0.3004, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7303, predictive_accuracy: 0.7621, prior_entropy: 0.7771, recall: 0.7621, relative_absolute_error: 0.8511, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4107, root_relative_squared_error: 0.9787, scimark_benchmark: 1336.0954, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1324.7884, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1362.9924,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 1340.9446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 1346.2927, usercpu_time_millis: 140, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1349.1517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1331.2559,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 1322.3407,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, f_measure: 0.6916, kappa: 0.0498, kb_relative_information_score: 105.1894, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7042, predictive_accuracy: 0.7694, prior_entropy: 0.7771, recall: 0.7694, relative_absolute_error: 0.6534, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4802, root_relative_squared_error: 1.1443, scimark_benchmark: 1375.1578, usercpu_time_millis: 140, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6832, f_measure: 0.7302, kappa: 0.1677, kb_relative_information_score: 32.3567, mean_absolute_error: 0.3027, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7455, predictive_accuracy: 0.7816, prior_entropy: 0.7771, recall: 0.7816, relative_absolute_error: 0.8578, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4024, root_relative_squared_error: 0.9588, scimark_benchmark: 1337.8124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1333.202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1375.1578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6863, f_measure: 0.7357, kappa: 0.1871, kb_relative_information_score: 40.2678, mean_absolute_error: 0.2992, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7415, predictive_accuracy: 0.7791, prior_entropy: 0.7771, recall: 0.7791, relative_absolute_error: 0.8477, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3998, root_relative_squared_error: 0.9526, scimark_benchmark: 1324.7884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6942, f_measure: 0.7477, kappa: 0.2252, kb_relative_information_score: 49.4145, mean_absolute_error: 0.2907, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7551, predictive_accuracy: 0.7864, prior_entropy: 0.7771, recall: 0.7864, relative_absolute_error: 0.8236, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.3952, root_relative_squared_error: 0.9418, scimark_benchmark: 1325.8468, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5927, f_measure: 0.7142, kappa: 0.1178, kb_relative_information_score: 17.6282, mean_absolute_error: 0.3275, mean_prior_absolute_error: 0.3529, number_of_instances: 412, precision: 0.7275, predictive_accuracy: 0.7743, prior_entropy: 0.7771, recall: 0.7743, relative_absolute_error: 0.9281, root_mean_prior_squared_error: 0.4196, root_mean_squared_error: 0.4193, root_relative_squared_error: 0.9992, scimark_benchmark: 1296.8947,

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