Task
Supervised Classification on tic-tac-toe

Supervised Classification on tic-tac-toe

Task 145804 Supervised Classification tic-tac-toe 270274 runs submitted
1 likes downloaded by 20 people , 25 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

270274 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9974, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 727.7779, mean_absolute_error: 0.1325, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.2925, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1833, root_relative_squared_error: 0.3852, scimark_benchmark: 1850.4811, usercpu_time_millis: 3, usercpu_time_millis_testing: 0.406, usercpu_time_millis_training: 2.594,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.5165, kb_relative_information_score: 0.3597, mean_absolute_error: 0.4528, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1865.1967, usercpu_time_millis: 1.261, usercpu_time_millis_testing: 0.255, usercpu_time_millis_training: 1.006,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8034, f_measure: 0.6854, kappa: 0.2897, kb_relative_information_score: 132.7557, mean_absolute_error: 0.394, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7087, predictive_accuracy: 0.7161, prior_entropy: 0.9312, recall: 0.7161, relative_absolute_error: 0.8697, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4291, root_relative_squared_error: 0.9018, scimark_benchmark: 1068.8112, usercpu_time_millis: 2.074, usercpu_time_millis_testing: 0.286, usercpu_time_millis_training: 1.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4982, f_measure: 0.5165, kb_relative_information_score: -0.0663, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1067.5311, usercpu_time_millis: 2.331, usercpu_time_millis_testing: 0.425, usercpu_time_millis_training: 1.906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9217, f_measure: 0.7951, kappa: 0.5366, kb_relative_information_score: 317.9052, mean_absolute_error: 0.3144, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8314, predictive_accuracy: 0.8121, prior_entropy: 0.9312, recall: 0.8121, relative_absolute_error: 0.694, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3619, root_relative_squared_error: 0.7605, scimark_benchmark: 1730.0788, usercpu_time_millis: 4.684, usercpu_time_millis_testing: 0.697, usercpu_time_millis_training: 3.987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9182, f_measure: 0.7851, kappa: 0.5144, kb_relative_information_score: 278.5969, mean_absolute_error: 0.3363, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8279, predictive_accuracy: 0.8048, prior_entropy: 0.9312, recall: 0.8048, relative_absolute_error: 0.7424, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3751, root_relative_squared_error: 0.7882, scimark_benchmark: 1725.5393, usercpu_time_millis: 0.759, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5011, f_measure: 0.5165, kb_relative_information_score: -2.1316, mean_absolute_error: 0.4533, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1063.8759, usercpu_time_millis: 0.66, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.61,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7515, f_measure: 0.7133, kappa: 0.3531, kb_relative_information_score: 142.1251, mean_absolute_error: 0.3913, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7151, predictive_accuracy: 0.7255, prior_entropy: 0.9312, recall: 0.7255, relative_absolute_error: 0.8637, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.435, root_relative_squared_error: 0.9141, scimark_benchmark: 1053.1134, usercpu_time_millis: 4.625, usercpu_time_millis_testing: 0.63, usercpu_time_millis_training: 3.995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4958, f_measure: 0.5165, kb_relative_information_score: 0.2961, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9997, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1239.4677, usercpu_time_millis: 2.063, usercpu_time_millis_testing: 0.477, usercpu_time_millis_training: 1.586,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7547, f_measure: 0.5165, kb_relative_information_score: 41.6417, mean_absolute_error: 0.4361, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9626, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4597, root_relative_squared_error: 0.9659, scimark_benchmark: 1107.3274, usercpu_time_millis: 4.098, usercpu_time_millis_testing: 0.709, usercpu_time_millis_training: 3.389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8793, f_measure: 0.808, kappa: 0.5665, kb_relative_information_score: 306.3829, mean_absolute_error: 0.3264, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.863, predictive_accuracy: 0.8267, prior_entropy: 0.9312, recall: 0.8267, relative_absolute_error: 0.7204, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3734, root_relative_squared_error: 0.7847, scimark_benchmark: 1735.4422, usercpu_time_millis: 5.243, usercpu_time_millis_testing: 0.845, usercpu_time_millis_training: 4.398,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, f_measure: 0.9577, kappa: 0.9057, kb_relative_information_score: 726.3559, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9596, predictive_accuracy: 0.9582, prior_entropy: 0.9312, recall: 0.9582, relative_absolute_error: 0.2772, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.4186, scimark_benchmark: 1064.8347, usercpu_time_millis: 11.529, usercpu_time_millis_testing: 1.636, usercpu_time_millis_training: 9.893,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9064, kappa: 0.789, kb_relative_information_score: 548.834, mean_absolute_error: 0.2224, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9211, predictive_accuracy: 0.9102, prior_entropy: 0.9312, recall: 0.9102, relative_absolute_error: 0.491, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2682, root_relative_squared_error: 0.5637, scimark_benchmark: 1065.866, usercpu_time_millis: 7.735, usercpu_time_millis_testing: 1.332, usercpu_time_millis_training: 6.403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, f_measure: 0.9874, kappa: 0.9721, kb_relative_information_score: 803.083, mean_absolute_error: 0.0869, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9877, predictive_accuracy: 0.9875, prior_entropy: 0.9312, recall: 0.9875, relative_absolute_error: 0.1919, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1564, root_relative_squared_error: 0.3287, scimark_benchmark: 1090.9664, usercpu_time_millis: 12.746, usercpu_time_millis_testing: 1.86, usercpu_time_millis_training: 10.886,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1279.3125, usercpu_time_millis: 0.26, usercpu_time_millis_testing: 0.117, usercpu_time_millis_training: 0.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1258.7818, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.044, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6519, f_measure: 0.6957, kappa: 0.3269, kb_relative_information_score: 123.9052, mean_absolute_error: 0.399, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6952, predictive_accuracy: 0.6962, prior_entropy: 0.9312, recall: 0.6962, relative_absolute_error: 0.8808, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4484, root_relative_squared_error: 0.9422, scimark_benchmark: 1280.8823, usercpu_time_millis: 0.075, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.02,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1281.7139, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1281.4139, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1253.6471, usercpu_time_millis: 0.161, usercpu_time_millis_testing: 0.074, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1281.7784, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1256.9996, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1247.9009, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.898, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1271.5278, usercpu_time_millis: 0.128, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1245.7983, usercpu_time_millis: 0.147, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.086,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1251.5295, usercpu_time_millis: 0.113, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1273.3619, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.2986, usercpu_time_millis: 0.158, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1257.823, usercpu_time_millis: 0.155, usercpu_time_millis_testing: 0.063, usercpu_time_millis_training: 0.092,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.2814, usercpu_time_millis: 0.127, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1282.8121, usercpu_time_millis: 0.133, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.082,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1281.615, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.065,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1288.9308, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1254.7817, usercpu_time_millis: 0.223, usercpu_time_millis_testing: 0.081, usercpu_time_millis_training: 0.142,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1274.7297, usercpu_time_millis: 0.124, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1252.9944, usercpu_time_millis: 0.181, usercpu_time_millis_testing: 0.066, usercpu_time_millis_training: 0.115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1244.1057, usercpu_time_millis: 0.114, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1303.8665, usercpu_time_millis: 0.133, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.079,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1276.1924, usercpu_time_millis: 0.135, usercpu_time_millis_testing: 0.045, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6984, f_measure: 0.7365, kappa: 0.4079, kb_relative_information_score: 260.8022, mean_absolute_error: 0.3372, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7975, predictive_accuracy: 0.7683, prior_entropy: 0.9312, recall: 0.7683, relative_absolute_error: 0.7442, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.412, root_relative_squared_error: 0.8658, scimark_benchmark: 1250.1746, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4983, f_measure: 0.5165, kb_relative_information_score: 0.2517, mean_absolute_error: 0.4527, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9994, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1862.3618, usercpu_time_millis: 0.164, usercpu_time_millis_testing: 0.032, usercpu_time_millis_training: 0.132,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9961, f_measure: 0.9076, kappa: 0.7916, kb_relative_information_score: 533.0037, mean_absolute_error: 0.2297, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9219, predictive_accuracy: 0.9113, prior_entropy: 0.9312, recall: 0.9113, relative_absolute_error: 0.5071, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2756, root_relative_squared_error: 0.5792, scimark_benchmark: 1870.5885, usercpu_time_millis: 2.484, usercpu_time_millis_testing: 0.341, usercpu_time_millis_training: 2.143,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, f_measure: 0.9513, kappa: 0.8912, kb_relative_information_score: 706.5784, mean_absolute_error: 0.1355, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9537, predictive_accuracy: 0.952, prior_entropy: 0.9312, recall: 0.952, relative_absolute_error: 0.2991, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2104, root_relative_squared_error: 0.4422, scimark_benchmark: 1866.6261, usercpu_time_millis: 8.005, usercpu_time_millis_testing: 0.996, usercpu_time_millis_training: 7.009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7685, f_measure: 0.635, kappa: 0.2067, kb_relative_information_score: 99.4768, mean_absolute_error: 0.4117, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7826, predictive_accuracy: 0.7098, prior_entropy: 0.9312, recall: 0.7098, relative_absolute_error: 0.9089, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4423, root_relative_squared_error: 0.9294, scimark_benchmark: 1868.1832, usercpu_time_millis: 1.261, usercpu_time_millis_testing: 0.218, usercpu_time_millis_training: 1.043,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9313, f_measure: 0.6896, kappa: 0.3148, kb_relative_information_score: 188.7078, mean_absolute_error: 0.3832, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.812, predictive_accuracy: 0.7432, prior_entropy: 0.9312, recall: 0.7432, relative_absolute_error: 0.8458, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4088, root_relative_squared_error: 0.8592, scimark_benchmark: 1714.3848, usercpu_time_millis: 2.182, usercpu_time_millis_testing: 0.403, usercpu_time_millis_training: 1.779,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9006, f_measure: 0.7748, kappa: 0.4909, kb_relative_information_score: 283.2662, mean_absolute_error: 0.3307, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8106, predictive_accuracy: 0.7944, prior_entropy: 0.9312, recall: 0.7944, relative_absolute_error: 0.7299, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.374, root_relative_squared_error: 0.7859, scimark_benchmark: 1861.2508, usercpu_time_millis: 4.433, usercpu_time_millis_testing: 0.586, usercpu_time_millis_training: 3.847,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 748.0303, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.9312, recall: 0.9927, relative_absolute_error: 0.2709, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1678, root_relative_squared_error: 0.3527, scimark_benchmark: 1749.5822, usercpu_time_millis: 2.849, usercpu_time_millis_testing: 0.321, usercpu_time_millis_training: 2.528,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9983, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 812.2727, mean_absolute_error: 0.0842, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.1859, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1437, root_relative_squared_error: 0.3019, scimark_benchmark: 1867.2698, usercpu_time_millis: 8.916, usercpu_time_millis_testing: 1.171, usercpu_time_millis_training: 7.745,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.775, f_measure: 0.526, kappa: 0.0157, kb_relative_information_score: 93.1144, mean_absolute_error: 0.4132, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7753, predictive_accuracy: 0.6576, prior_entropy: 0.9312, recall: 0.6576, relative_absolute_error: 0.9121, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4435, root_relative_squared_error: 0.9319, scimark_benchmark: 1742.9568, usercpu_time_millis: 0.735, usercpu_time_millis_testing: 0.072, usercpu_time_millis_training: 0.663,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8149, f_measure: 0.6866, kappa: 0.2949, kb_relative_information_score: 175.8745, mean_absolute_error: 0.3735, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6845, predictive_accuracy: 0.6962, prior_entropy: 0.9312, recall: 0.6962, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4175, root_relative_squared_error: 0.8773, scimark_benchmark: 1867.725, usercpu_time_millis: 3.433, usercpu_time_millis_testing: 0.497, usercpu_time_millis_training: 2.936,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.797, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 160.6414, mean_absolute_error: 0.379, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8367, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.424, root_relative_squared_error: 0.8911, scimark_benchmark: 1744.1264, usercpu_time_millis: 1.305, usercpu_time_millis_testing: 0.146, usercpu_time_millis_training: 1.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9496, f_measure: 0.6904, kappa: 0.317, kb_relative_information_score: 205.2439, mean_absolute_error: 0.3753, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8162, predictive_accuracy: 0.7443, prior_entropy: 0.9312, recall: 0.7443, relative_absolute_error: 0.8286, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4014, root_relative_squared_error: 0.8436, scimark_benchmark: 1864.4376, usercpu_time_millis: 3.863, usercpu_time_millis_testing: 0.646, usercpu_time_millis_training: 3.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, f_measure: 0.9412, kappa: 0.8681, kb_relative_information_score: 626.3664, mean_absolute_error: 0.1813, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9472, predictive_accuracy: 0.9426, prior_entropy: 0.9312, recall: 0.9426, relative_absolute_error: 0.4003, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2382, root_relative_squared_error: 0.5005, scimark_benchmark: 1776.1354, usercpu_time_millis: 2.462, usercpu_time_millis_testing: 0.316, usercpu_time_millis_training: 2.146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, f_measure: 0.9895, kappa: 0.9768, kb_relative_information_score: 726.4649, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9897, predictive_accuracy: 0.9896, prior_entropy: 0.9312, recall: 0.9896, relative_absolute_error: 0.2904, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1893, root_relative_squared_error: 0.3978, scimark_benchmark: 1751.3544, usercpu_time_millis: 7.632, usercpu_time_millis_testing: 0.878, usercpu_time_millis_training: 6.754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9971, f_measure: 0.9749, kappa: 0.9445, kb_relative_information_score: 855.8735, mean_absolute_error: 0.0547, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9749, predictive_accuracy: 0.9749, prior_entropy: 0.9312, recall: 0.9749, relative_absolute_error: 0.1207, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1364, root_relative_squared_error: 0.2867, scimark_benchmark: 1741.7566, usercpu_time_millis: 9.646, usercpu_time_millis_testing: 1.227, usercpu_time_millis_training: 8.419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7602, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 135.3277, mean_absolute_error: 0.393, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8676, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4392, root_relative_squared_error: 0.9229, scimark_benchmark: 1847.4089, usercpu_time_millis: 1.427, usercpu_time_millis_testing: 0.186, usercpu_time_millis_training: 1.241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8781, f_measure: 0.762, kappa: 0.462, kb_relative_information_score: 252.4282, mean_absolute_error: 0.3442, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7958, predictive_accuracy: 0.7829, prior_entropy: 0.9312, recall: 0.7829, relative_absolute_error: 0.7598, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3852, root_relative_squared_error: 0.8095, scimark_benchmark: 1857.5664, usercpu_time_millis: 2.714, usercpu_time_millis_testing: 0.375, usercpu_time_millis_training: 2.339,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, f_measure: 0.9747, kappa: 0.9438, kb_relative_information_score: 569.3289, mean_absolute_error: 0.2109, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9757, predictive_accuracy: 0.9749, prior_entropy: 0.9312, recall: 0.9749, relative_absolute_error: 0.4656, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2609, root_relative_squared_error: 0.5483, scimark_benchmark: 1750.7876, usercpu_time_millis: 0.946, usercpu_time_millis_testing: 0.09, usercpu_time_millis_training: 0.856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.8529, kappa: 0.6672, kb_relative_information_score: 391.7374, mean_absolute_error: 0.2921, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.8869, predictive_accuracy: 0.8633, prior_entropy: 0.9312, recall: 0.8633, relative_absolute_error: 0.6448, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.3364, root_relative_squared_error: 0.707, scimark_benchmark: 1750.8922, usercpu_time_millis: 3.115, usercpu_time_millis_testing: 0.412, usercpu_time_millis_training: 2.703,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9927, kappa: 0.9838, kb_relative_information_score: 797.0666, mean_absolute_error: 0.0933, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9928, predictive_accuracy: 0.9927, prior_entropy: 0.9312, recall: 0.9927, relative_absolute_error: 0.206, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.148, root_relative_squared_error: 0.311, scimark_benchmark: 1866.7447, usercpu_time_millis: 7.697, usercpu_time_millis_testing: 1.086, usercpu_time_millis_training: 6.611,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9478, kappa: 0.8832, kb_relative_information_score: 530.5398, mean_absolute_error: 0.2338, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9522, predictive_accuracy: 0.9489, prior_entropy: 0.9312, recall: 0.9489, relative_absolute_error: 0.5161, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.5712, scimark_benchmark: 1850.0944, usercpu_time_millis: 8.028, usercpu_time_millis_testing: 1.364, usercpu_time_millis_training: 6.664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4972, f_measure: 0.5165, kb_relative_information_score: -0.5834, mean_absolute_error: 0.4531, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1866.0766, usercpu_time_millis: 1.469, usercpu_time_millis_testing: 0.234, usercpu_time_millis_training: 1.235,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, f_measure: 0.9916, kappa: 0.9815, kb_relative_information_score: 707.3678, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9918, predictive_accuracy: 0.9916, prior_entropy: 0.9312, recall: 0.9916, relative_absolute_error: 0.3161, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.4081, scimark_benchmark: 1868.7112, usercpu_time_millis: 2.722, usercpu_time_millis_testing: 0.296, usercpu_time_millis_training: 2.426,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9268, kappa: 0.8354, kb_relative_information_score: 617.917, mean_absolute_error: 0.185, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.936, predictive_accuracy: 0.929, prior_entropy: 0.9312, recall: 0.929, relative_absolute_error: 0.4084, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2424, root_relative_squared_error: 0.5093, scimark_benchmark: 1865.7127, usercpu_time_millis: 5.923, usercpu_time_millis_testing: 0.692, usercpu_time_millis_training: 5.231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9167, kappa: 0.8123, kb_relative_information_score: 602.9297, mean_absolute_error: 0.1936, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9284, predictive_accuracy: 0.9196, prior_entropy: 0.9312, recall: 0.9196, relative_absolute_error: 0.4275, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2474, root_relative_squared_error: 0.5198, scimark_benchmark: 1746.4057, usercpu_time_millis: 3.583, usercpu_time_millis_testing: 0.481, usercpu_time_millis_training: 3.102,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8538, f_measure: 0.7079, kappa: 0.3493, kb_relative_information_score: 161.409, mean_absolute_error: 0.387, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7976, predictive_accuracy: 0.7516, prior_entropy: 0.9312, recall: 0.7516, relative_absolute_error: 0.8543, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4171, root_relative_squared_error: 0.8765, scimark_benchmark: 1860.7926, usercpu_time_millis: 0.907, usercpu_time_millis_testing: 0.107, usercpu_time_millis_training: 0.8,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5002, f_measure: 0.5165, kb_relative_information_score: 0.0452, mean_absolute_error: 0.4528, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9996, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1862.0186, usercpu_time_millis: 0.243, usercpu_time_millis_testing: 0.026, usercpu_time_millis_training: 0.217,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, f_measure: 0.9588, kappa: 0.9081, kb_relative_information_score: 610.1573, mean_absolute_error: 0.1873, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.9606, predictive_accuracy: 0.9593, prior_entropy: 0.9312, recall: 0.9593, relative_absolute_error: 0.4134, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.2516, root_relative_squared_error: 0.5287, scimark_benchmark: 1860.7227, usercpu_time_millis: 3.095, usercpu_time_millis_testing: 0.347, usercpu_time_millis_training: 2.748,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1278.034, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1272.1007, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1247.581, usercpu_time_millis: 0.138, usercpu_time_millis_testing: 0.058, usercpu_time_millis_training: 0.08,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1263.9988, usercpu_time_millis: 0.125, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1267.5719, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.057, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1276.3898, usercpu_time_millis: 0.13, usercpu_time_millis_testing: 0.046, usercpu_time_millis_training: 0.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1240.7292, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, f_measure: 0.6274, kappa: 0.1586, kb_relative_information_score: 48.9723, mean_absolute_error: 0.4307, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.6347, predictive_accuracy: 0.6628, prior_entropy: 0.9312, recall: 0.6628, relative_absolute_error: 0.9508, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4669, root_relative_squared_error: 0.9811, scimark_benchmark: 1276.2205, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.054, usercpu_time_millis_training: 0.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1271.4819, usercpu_time_millis: 0.142, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.09,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1275.1425, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.073,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1269.9362, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1252.3456, usercpu_time_millis: 0.117, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.069,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1277.0149, usercpu_time_millis: 0.119, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1269.0265, usercpu_time_millis: 0.218, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1272.7315, usercpu_time_millis: 0.246, usercpu_time_millis_testing: 0.093, usercpu_time_millis_training: 0.153,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6491, f_measure: 0.7002, kappa: 0.34, kb_relative_information_score: 121.1671, mean_absolute_error: 0.4008, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7011, predictive_accuracy: 0.6994, prior_entropy: 0.9312, recall: 0.6994, relative_absolute_error: 0.8847, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4479, root_relative_squared_error: 0.9411, scimark_benchmark: 1273.4399, usercpu_time_millis: 0.122, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5121, f_measure: 0.5398, kappa: 0.0211, kb_relative_information_score: 6.1141, mean_absolute_error: 0.4498, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.5913, predictive_accuracy: 0.6514, prior_entropy: 0.9312, recall: 0.6514, relative_absolute_error: 0.9929, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.476, root_relative_squared_error: 1.0002, scimark_benchmark: 1272.1216, usercpu_time_millis: 0.125, usercpu_time_millis_testing: 0.05, usercpu_time_millis_training: 0.075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1244.7654, usercpu_time_millis: 0.173, usercpu_time_millis_testing: 0.061, usercpu_time_millis_training: 0.112,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1265.9427, usercpu_time_millis: 0.136, usercpu_time_millis_testing: 0.055, usercpu_time_millis_training: 0.081,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1249.5893, usercpu_time_millis: 0.153, usercpu_time_millis_testing: 0.065, usercpu_time_millis_training: 0.088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1250.9614, usercpu_time_millis: 0.355, usercpu_time_millis_testing: 0.135, usercpu_time_millis_training: 0.22,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1236.9077, usercpu_time_millis: 0.14, usercpu_time_millis_testing: 0.051, usercpu_time_millis_training: 0.089,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1240.5763, usercpu_time_millis: 0.111, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1274.3288, usercpu_time_millis: 0.12, usercpu_time_millis_testing: 0.048, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6686, f_measure: 0.7038, kappa: 0.3378, kb_relative_information_score: 155.985, mean_absolute_error: 0.3843, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.7015, predictive_accuracy: 0.7088, prior_entropy: 0.9312, recall: 0.7088, relative_absolute_error: 0.8482, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4404, root_relative_squared_error: 0.9254, scimark_benchmark: 1265.7212, usercpu_time_millis: 0.123, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.071,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1248.2613, usercpu_time_millis: 0.131, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1236.1919, usercpu_time_millis: 0.177, usercpu_time_millis_testing: 0.067, usercpu_time_millis_training: 0.11,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1248.772, usercpu_time_millis: 0.121, usercpu_time_millis_testing: 0.049, usercpu_time_millis_training: 0.072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1239.9952, usercpu_time_millis: 0.129, usercpu_time_millis_testing: 0.052, usercpu_time_millis_training: 0.077,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1248.2339, usercpu_time_millis: 0.115, usercpu_time_millis_testing: 0.047, usercpu_time_millis_training: 0.068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.5165, kb_relative_information_score: 0.2143, mean_absolute_error: 0.4529, mean_prior_absolute_error: 0.453, number_of_instances: 958, precision: 0.427, predictive_accuracy: 0.6534, prior_entropy: 0.9312, recall: 0.6534, relative_absolute_error: 0.9998, root_mean_prior_squared_error: 0.4759, root_mean_squared_error: 0.4759, root_relative_squared_error: 1, scimark_benchmark: 1258.2404, usercpu_time_millis: 0.132, usercpu_time_millis_testing: 0.053, usercpu_time_millis_training: 0.079,

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