OpenML
Supervised Classification on pc1_req

Supervised Classification on pc1_req

Task 4001 Supervised Classification pc1_req 494 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_107 study_15 study_20 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

494 Runs

Fetching data
Fetching data
Search runs in more detail
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6081, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 20.917, mean_absolute_error: 0.4089, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9179, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4723, root_relative_squared_error: 1.0011, scimark_benchmark: 906.4475, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5902, f_measure: 0.6523, kappa: 0.1976, kb_relative_information_score: 36.0032, mean_absolute_error: 0.3867, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6496, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.8679, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.508, root_relative_squared_error: 1.0768, scimark_benchmark: 926.6704, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5626, f_measure: 0.5924, kappa: 0.0712, kb_relative_information_score: -66.6916, mean_absolute_error: 0.5006, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5869, predictive_accuracy: 0.6, prior_entropy: 0.9204, recall: 0.6, relative_absolute_error: 1.1238, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.503, root_relative_squared_error: 1.0663, scimark_benchmark: 929.0363,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4976, f_measure: 0.1885, kappa: -0.0126, kb_relative_information_score: -66.5278, mean_absolute_error: 0.5001, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4432, predictive_accuracy: 0.3344, prior_entropy: 0.9204, recall: 0.3344, relative_absolute_error: 1.1227, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5002, root_relative_squared_error: 1.0603, scimark_benchmark: 912.7324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4776, f_measure: 0.532, kb_relative_information_score: -7.1585, mean_absolute_error: 0.4469, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 1.0031, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4788, root_relative_squared_error: 1.0149, scimark_benchmark: 825.5282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5848, f_measure: 0.532, kb_relative_information_score: 4.6579, mean_absolute_error: 0.4393, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9861, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4675, root_relative_squared_error: 0.9909, scimark_benchmark: 880.8372, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6097, f_measure: 0.6363, kappa: 0.1606, kb_relative_information_score: 22.8299, mean_absolute_error: 0.4061, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6447, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9116, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4764, root_relative_squared_error: 1.0098, scimark_benchmark: 1369.9744, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6139, f_measure: 0.6274, kappa: 0.1534, kb_relative_information_score: 22.9756, mean_absolute_error: 0.4133, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6754, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9278, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.976, scimark_benchmark: 1369.9744, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4853, f_measure: 0.532, kb_relative_information_score: 0.1059, mean_absolute_error: 0.4452, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9993, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4718, root_relative_squared_error: 1.0001, scimark_benchmark: 908.2231,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6056, f_measure: 0.6176, kappa: 0.1302, kb_relative_information_score: 19.1927, mean_absolute_error: 0.4133, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6548, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.9278, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4621, root_relative_squared_error: 0.9794, scimark_benchmark: 1313.5726, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6108, f_measure: 0.6233, kappa: 0.1499, kb_relative_information_score: 18.4005, mean_absolute_error: 0.4157, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6899, predictive_accuracy: 0.6938, prior_entropy: 0.9204, recall: 0.6938, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4604, root_relative_squared_error: 0.9759, scimark_benchmark: 876.0664, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6439, f_measure: 0.6178, kappa: 0.1388, kb_relative_information_score: 20.4511, mean_absolute_error: 0.4155, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6839, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9328, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4584, root_relative_squared_error: 0.9717, scimark_benchmark: 1363.454, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6315, f_measure: 0.6144, kappa: 0.1338, kb_relative_information_score: 13.6469, mean_absolute_error: 0.4239, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6881, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9517, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4606, root_relative_squared_error: 0.9763, scimark_benchmark: 1321.9426, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.612, f_measure: 0.5874, kappa: 0.0828, kb_relative_information_score: 6.3601, mean_absolute_error: 0.4313, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6622, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9681, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.462, root_relative_squared_error: 0.9792, scimark_benchmark: 1372.2145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5622, f_measure: 0.6336, kappa: 0.1535, kb_relative_information_score: 14.732, mean_absolute_error: 0.4152, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6374, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.932, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4795, root_relative_squared_error: 1.0163, scimark_benchmark: 942.9518, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5792, f_measure: 0.6532, kappa: 0.1991, kb_relative_information_score: 20.8755, mean_absolute_error: 0.4097, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6518, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9197, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4909, root_relative_squared_error: 1.0405, scimark_benchmark: 1318.1432, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5989, f_measure: 0.5057, kappa: 0.1539, kb_relative_information_score: -45.0494, mean_absolute_error: 0.4844, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6796, predictive_accuracy: 0.5156, prior_entropy: 0.9204, recall: 0.5156, relative_absolute_error: 1.0873, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.696, root_relative_squared_error: 1.4752, scimark_benchmark: 1363.454, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.532, kb_relative_information_score: 67.8889, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2257, scimark_benchmark: 885.0921, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.507, f_measure: 0.5447, kappa: 0.0185, kb_relative_information_score: 70.2418, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6681, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.7436, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5755, root_relative_squared_error: 1.22, scimark_benchmark: 1310.3951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6341, f_measure: 0.6206, kappa: 0.1351, kb_relative_information_score: 19.9504, mean_absolute_error: 0.4156, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6541, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.933, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4566, root_relative_squared_error: 0.9679, scimark_benchmark: 940.0008, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5676, f_measure: 0.6336, kappa: 0.1615, kb_relative_information_score: 84.359, mean_absolute_error: 0.3125, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6645, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.7015, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.559, root_relative_squared_error: 1.1849, scimark_benchmark: 1337.7959, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5768, f_measure: 0.6286, kappa: 0.1507, kb_relative_information_score: 20.2337, mean_absolute_error: 0.4135, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6591, predictive_accuracy: 0.6844, prior_entropy: 0.9204, recall: 0.6844, relative_absolute_error: 0.9282, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4649, root_relative_squared_error: 0.9855, scimark_benchmark: 923.988, usercpu_time_millis: 400, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5779, f_measure: 0.6478, kappa: 0.187, kb_relative_information_score: 22.7552, mean_absolute_error: 0.4069, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6584, predictive_accuracy: 0.6844, prior_entropy: 0.9204, recall: 0.6844, relative_absolute_error: 0.9134, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4869, root_relative_squared_error: 1.032, scimark_benchmark: 1307.3269, usercpu_time_millis: 90, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5564, f_measure: 0.6299, kappa: 0.1462, kb_relative_information_score: 16.3464, mean_absolute_error: 0.4129, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6246, predictive_accuracy: 0.65, prior_entropy: 0.9204, recall: 0.65, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5323, root_relative_squared_error: 1.1282, scimark_benchmark: 1325.942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5689, f_measure: 0.559, kappa: 0.0236, kb_relative_information_score: 2.5993, mean_absolute_error: 0.4353, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5892, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9772, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4772, root_relative_squared_error: 1.0115, scimark_benchmark: 1066.7184,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5697, f_measure: 0.6015, kappa: 0.097, kb_relative_information_score: 14.2283, mean_absolute_error: 0.4253, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.635, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.9547, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4761, root_relative_squared_error: 1.0092, scimark_benchmark: 1066.7184, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5923, f_measure: 0.5766, kappa: 0.1591, kb_relative_information_score: -7.4033, mean_absolute_error: 0.4344, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6406, predictive_accuracy: 0.5656, prior_entropy: 0.9204, recall: 0.5656, relative_absolute_error: 0.9751, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.6591, root_relative_squared_error: 1.397, scimark_benchmark: 1301.9956, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.1676, kb_relative_information_score: -181.5165, mean_absolute_error: 0.6656, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.1118, predictive_accuracy: 0.3344, prior_entropy: 0.9204, recall: 0.3344, relative_absolute_error: 1.4942, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.8159, root_relative_squared_error: 1.7293, scimark_benchmark: 1354.2491,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5799, f_measure: 0.6341, kappa: 0.1574, kb_relative_information_score: 24.1362, mean_absolute_error: 0.4078, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6481, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9155, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4896, root_relative_squared_error: 1.0377, scimark_benchmark: 1341.2341,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.5361, kappa: -0.0001, kb_relative_information_score: 65.536, mean_absolute_error: 0.3375, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5545, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 0.7576, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5809, root_relative_squared_error: 1.2314, scimark_benchmark: 1351.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5396, f_measure: 0.6026, kappa: 0.0961, kb_relative_information_score: 70.2418, mean_absolute_error: 0.3313, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6286, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.7436, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5755, root_relative_squared_error: 1.22, scimark_benchmark: 1354.3488,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4853, f_measure: 0.532, kb_relative_information_score: -0.2717, mean_absolute_error: 0.4456, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4718, root_relative_squared_error: 1.0001, scimark_benchmark: 1358.4955,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, f_measure: 0.6341, kappa: 0.1574, kb_relative_information_score: 20.3498, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6481, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4794, root_relative_squared_error: 1.0161, scimark_benchmark: 1466.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5745, f_measure: 0.6206, kappa: 0.1351, kb_relative_information_score: 30.6442, mean_absolute_error: 0.398, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6541, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.8934, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4831, root_relative_squared_error: 1.024, scimark_benchmark: 931.2336, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 940.2922, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 936.6206, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 936.6206, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6424, f_measure: 0.6157, kappa: 0.1326, kb_relative_information_score: 71.1311, mean_absolute_error: 0.3349, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6743, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.7517, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5085, root_relative_squared_error: 1.0778, scimark_benchmark: 943.2817, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6136, f_measure: 0.6024, kappa: 0.104, kb_relative_information_score: 69.3561, mean_absolute_error: 0.3394, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6515, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.7619, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5107, root_relative_squared_error: 1.0826, scimark_benchmark: 941.7954, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6095, f_measure: 0.5752, kappa: 0.0595, kb_relative_information_score: 65.1047, mean_absolute_error: 0.3436, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6413, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.7713, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.52, root_relative_squared_error: 1.1023, scimark_benchmark: 938.4278, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5757, f_measure: 0.5695, kappa: 0.0411, kb_relative_information_score: 55.9661, mean_absolute_error: 0.358, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6055, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 0.8036, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5164, root_relative_squared_error: 1.0946, scimark_benchmark: 876.8277, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5452, f_measure: 0.5545, kappa: 0.0178, kb_relative_information_score: 48.8079, mean_absolute_error: 0.3651, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.5845, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.8195, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5371, root_relative_squared_error: 1.1386, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.605, f_measure: 0.6454, kappa: 0.1811, kb_relative_information_score: 23.5716, mean_absolute_error: 0.4051, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6541, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.9093, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.479, root_relative_squared_error: 1.0152, scimark_benchmark: 943.2817, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6096, f_measure: 0.6363, kappa: 0.1606, kb_relative_information_score: 22.7477, mean_absolute_error: 0.4063, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6447, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.912, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4767, root_relative_squared_error: 1.0105, scimark_benchmark: 924.6116, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6081, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 20.917, mean_absolute_error: 0.4089, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9179, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4723, root_relative_squared_error: 1.0011, scimark_benchmark: 924.6116, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6153, f_measure: 0.6217, kappa: 0.1327, kb_relative_information_score: 20.9998, mean_absolute_error: 0.4104, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.642, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9212, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4654, root_relative_squared_error: 0.9864, scimark_benchmark: 931.2336, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6036, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 16.248, mean_absolute_error: 0.4176, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9374, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4643, root_relative_squared_error: 0.9841, scimark_benchmark: 929.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4853, f_measure: 0.532, kb_relative_information_score: -0.2717, mean_absolute_error: 0.4456, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4718, root_relative_squared_error: 1.0001, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6328, f_measure: 0.365, kappa: 0.0614, kb_relative_information_score: -61.4902, mean_absolute_error: 0.4957, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6462, predictive_accuracy: 0.4219, prior_entropy: 0.9204, recall: 0.4219, relative_absolute_error: 1.1126, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5216, root_relative_squared_error: 1.1056, scimark_benchmark: 938.9865, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6165, f_measure: 0.6161, kappa: 0.1231, kb_relative_information_score: 18.1708, mean_absolute_error: 0.4143, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6416, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9301, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4651, root_relative_squared_error: 0.9858, scimark_benchmark: 938.9865, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5667, f_measure: 0.6332, kappa: 0.1529, kb_relative_information_score: 22.2812, mean_absolute_error: 0.4045, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6293, predictive_accuracy: 0.6563, prior_entropy: 0.9204, recall: 0.6563, relative_absolute_error: 0.908, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5055, root_relative_squared_error: 1.0715, scimark_benchmark: 943.2745, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4853, f_measure: 0.532, kb_relative_information_score: -0.2717, mean_absolute_error: 0.4456, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4718, root_relative_squared_error: 1.0001, scimark_benchmark: 943.6956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6589, f_measure: 0.6251, kappa: 0.1473, kb_relative_information_score: 20.9072, mean_absolute_error: 0.4127, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6679, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.9263, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4555, root_relative_squared_error: 0.9655, scimark_benchmark: 943.6956, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.532, kb_relative_information_score: 67.8889, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2257, scimark_benchmark: 947.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5867, f_measure: 0.6341, kappa: 0.1574, kb_relative_information_score: 20.3498, mean_absolute_error: 0.4169, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6481, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9359, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4794, root_relative_squared_error: 1.0161, scimark_benchmark: 929.0255, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6042, f_measure: 0.6483, kappa: 0.1901, kb_relative_information_score: 8.1374, mean_absolute_error: 0.4339, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6675, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9741, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4617, root_relative_squared_error: 0.9786, scimark_benchmark: 938.2848, usercpu_time_millis: 340, usercpu_time_millis_training: 340,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.542, f_measure: 0.5532, kappa: 0.0242, kb_relative_information_score: 2.9038, mean_absolute_error: 0.4364, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6131, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9796, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4689, root_relative_squared_error: 0.9939, scimark_benchmark: 917.7039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5467, f_measure: 0.6176, kappa: 0.1179, kb_relative_information_score: 15.7959, mean_absolute_error: 0.4151, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6215, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4921, root_relative_squared_error: 1.043, scimark_benchmark: 947.0793, usercpu_time_millis: 50, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5467, f_measure: 0.6176, kappa: 0.1179, kb_relative_information_score: 15.7959, mean_absolute_error: 0.4151, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6215, predictive_accuracy: 0.6594, prior_entropy: 0.9204, recall: 0.6594, relative_absolute_error: 0.9319, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4921, root_relative_squared_error: 1.043, scimark_benchmark: 915.2795, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5612, f_measure: 0.6312, kappa: 0.1478, kb_relative_information_score: 20.0627, mean_absolute_error: 0.4086, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6336, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9173, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4976, root_relative_squared_error: 1.0547, scimark_benchmark: 947.0793, usercpu_time_millis: 210, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5742, f_measure: 0.6222, kappa: 0.1305, kb_relative_information_score: 21.127, mean_absolute_error: 0.4075, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6332, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9146, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4879, root_relative_squared_error: 1.0343, scimark_benchmark: 935.9387, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4558, f_measure: 0.5305, kappa: -0.0062, kb_relative_information_score: -4.9565, mean_absolute_error: 0.4501, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4424, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 1.0105, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4783, root_relative_squared_error: 1.0138, scimark_benchmark: 915.2795, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.532, kb_relative_information_score: 67.8889, mean_absolute_error: 0.3344, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.4431, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.7506, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5783, root_relative_squared_error: 1.2257, scimark_benchmark: 943.2817, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5489, f_measure: 0.6113, kappa: 0.1203, kb_relative_information_score: 79.6533, mean_absolute_error: 0.3188, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.657, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.7155, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5646, root_relative_squared_error: 1.1967, scimark_benchmark: 939.7623, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6193, build_cpu_time: 0.1136, build_memory: 394846661.6, f_measure: 0.6554, kappa: 0.2065, kb_relative_information_score: 23.8378, mean_absolute_error: 0.4109, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6772, predictive_accuracy: 0.6969, prior_entropy: 0.9204, recall: 0.6969, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9765, scimark_benchmark: 944.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6193, build_cpu_time: 0.1331, build_memory: 669017863.2, f_measure: 0.6554, kappa: 0.2065, kb_relative_information_score: 23.8378, mean_absolute_error: 0.4109, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6772, predictive_accuracy: 0.6969, prior_entropy: 0.9204, recall: 0.6969, relative_absolute_error: 0.9225, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9765, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6205, build_cpu_time: 0.1129, build_memory: 387264688, f_measure: 0.6554, kappa: 0.2065, kb_relative_information_score: 23.7639, mean_absolute_error: 0.411, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6772, predictive_accuracy: 0.6969, prior_entropy: 0.9204, recall: 0.6969, relative_absolute_error: 0.9226, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4606, root_relative_squared_error: 0.9763, scimark_benchmark: 919.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6255, build_cpu_time: 0.0771, build_memory: 749338582.4, f_measure: 0.6554, kappa: 0.2065, kb_relative_information_score: 25.546, mean_absolute_error: 0.4097, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6772, predictive_accuracy: 0.6969, prior_entropy: 0.9204, recall: 0.6969, relative_absolute_error: 0.9198, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4573, root_relative_squared_error: 0.9694, scimark_benchmark: 943.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5503, build_cpu_time: 0.0091, build_memory: 675377625.6, f_measure: 0.6144, kappa: 0.1161, kb_relative_information_score: 14.5685, mean_absolute_error: 0.4194, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.631, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9415, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4792, root_relative_squared_error: 1.0157, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, build_cpu_time: 0.0134, build_memory: 106719046.4, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 14.0418, mean_absolute_error: 0.4197, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4792, root_relative_squared_error: 1.0157, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, build_cpu_time: 0.0151, build_memory: 1311721596.8, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 14.0418, mean_absolute_error: 0.4197, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4792, root_relative_squared_error: 1.0157, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, build_cpu_time: 0.0133, build_memory: 1202775438.4, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 14.0418, mean_absolute_error: 0.4197, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4792, root_relative_squared_error: 1.0157, scimark_benchmark: 943.1873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5545, build_cpu_time: 0.0129, build_memory: 64009793.6, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 14.0418, mean_absolute_error: 0.4197, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9422, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4792, root_relative_squared_error: 1.0157, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.55, build_cpu_time: 0.3658, build_memory: 642922856.8, f_measure: 0.6346, kappa: 0.1554, kb_relative_information_score: 19.6873, mean_absolute_error: 0.4085, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6333, predictive_accuracy: 0.6625, prior_entropy: 0.9204, recall: 0.6625, relative_absolute_error: 0.9171, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5258, root_relative_squared_error: 1.1145, scimark_benchmark: 907.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5498, build_cpu_time: 0.1674, build_memory: 290907142.4, f_measure: 0.6376, kappa: 0.1623, kb_relative_information_score: 20.3659, mean_absolute_error: 0.4073, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6393, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9143, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.524, root_relative_squared_error: 1.1108, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5515, build_cpu_time: 0.1393, build_memory: 2579402924.8, f_measure: 0.6414, kappa: 0.171, kb_relative_information_score: 20.9839, mean_absolute_error: 0.4064, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6412, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9124, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5223, root_relative_squared_error: 1.1072, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5551, build_cpu_time: 0.0611, build_memory: 2013653428.8, f_measure: 0.6414, kappa: 0.171, kb_relative_information_score: 20.4736, mean_absolute_error: 0.4075, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6412, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9148, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.521, root_relative_squared_error: 1.1042, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5584, build_cpu_time: 0.0185, build_memory: 1289689624, f_measure: 0.642, kappa: 0.1724, kb_relative_information_score: 19.8214, mean_absolute_error: 0.4081, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6438, predictive_accuracy: 0.6719, prior_entropy: 0.9204, recall: 0.6719, relative_absolute_error: 0.916, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5165, root_relative_squared_error: 1.0949, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5724, build_cpu_time: 0.9589, build_memory: 740952536.8, f_measure: 0.6474, kappa: 0.1854, kb_relative_information_score: 29.849, mean_absolute_error: 0.3943, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6546, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.8851, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5113, root_relative_squared_error: 1.0839, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5638, build_cpu_time: 1.8724, build_memory: 1178001839.2, f_measure: 0.645, kappa: 0.1796, kb_relative_information_score: 31.3945, mean_absolute_error: 0.3929, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6506, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.882, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5131, root_relative_squared_error: 1.0876, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5643, build_cpu_time: 3.5867, build_memory: 1834956320.8, f_measure: 0.6543, kappa: 0.2014, kb_relative_information_score: 31.9306, mean_absolute_error: 0.3928, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6632, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.8817, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5145, root_relative_squared_error: 1.0905, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5679, build_cpu_time: 6.4515, build_memory: 1247380856, f_measure: 0.643, kappa: 0.1753, kb_relative_information_score: 31.4484, mean_absolute_error: 0.393, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.65, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.8822, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5144, root_relative_squared_error: 1.0904, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5681, build_cpu_time: 12.5816, build_memory: 1182047792, f_measure: 0.6474, kappa: 0.1854, kb_relative_information_score: 31.6786, mean_absolute_error: 0.3929, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6546, predictive_accuracy: 0.6813, prior_entropy: 0.9204, recall: 0.6813, relative_absolute_error: 0.8819, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5147, root_relative_squared_error: 1.0909, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, build_cpu_time: 0.0236, build_memory: 858659396.8, f_measure: 0.6388, kappa: 0.1707, kb_relative_information_score: 16.7887, mean_absolute_error: 0.4157, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6633, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4631, root_relative_squared_error: 0.9816, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6079, build_cpu_time: 0.021, build_memory: 454253273.6, f_measure: 0.6388, kappa: 0.1707, kb_relative_information_score: 16.7887, mean_absolute_error: 0.4157, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6633, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.9332, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4631, root_relative_squared_error: 0.9816, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6048, build_cpu_time: 0.0117, build_memory: 1187379521.6, f_measure: 0.6388, kappa: 0.1707, kb_relative_information_score: 16.3708, mean_absolute_error: 0.4163, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6633, predictive_accuracy: 0.6875, prior_entropy: 0.9204, recall: 0.6875, relative_absolute_error: 0.9345, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4637, root_relative_squared_error: 0.9828, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6023, build_cpu_time: 0.0104, build_memory: 1286239549.6, f_measure: 0.6364, kappa: 0.1647, kb_relative_information_score: 14.0269, mean_absolute_error: 0.4194, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.658, predictive_accuracy: 0.6844, prior_entropy: 0.9204, recall: 0.6844, relative_absolute_error: 0.9414, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.465, root_relative_squared_error: 0.9856, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6227, build_cpu_time: 0.0041, build_memory: 427099768, f_measure: 0.6286, kappa: 0.1507, kb_relative_information_score: 17.2734, mean_absolute_error: 0.4186, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6591, predictive_accuracy: 0.6844, prior_entropy: 0.9204, recall: 0.6844, relative_absolute_error: 0.9396, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4627, root_relative_squared_error: 0.9809, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, build_cpu_time: 0.0106, build_memory: 1292419627.2, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, build_cpu_time: 0.0105, build_memory: 534597560.8, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, build_cpu_time: 0.011, build_memory: 1869101728, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, build_cpu_time: 0.0124, build_memory: 210993931.2, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5665, build_cpu_time: 0.0145, build_memory: 1436964508, f_measure: 0.6189, kappa: 0.1279, kb_relative_information_score: 10.0796, mean_absolute_error: 0.4282, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6417, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9611, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4735, root_relative_squared_error: 1.0037, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, build_cpu_time: 2.003, build_memory: 21943201.6, f_measure: 0.6171, kappa: 0.1209, kb_relative_information_score: 19.979, mean_absolute_error: 0.4116, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6317, predictive_accuracy: 0.6688, prior_entropy: 0.9204, recall: 0.6688, relative_absolute_error: 0.9239, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4711, root_relative_squared_error: 0.9985, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6008, build_cpu_time: 4.0681, build_memory: 1242213680, f_measure: 0.6243, kappa: 0.1375, kb_relative_information_score: 21.5399, mean_absolute_error: 0.4095, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6423, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9192, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4818, root_relative_squared_error: 1.0212, scimark_benchmark: 892.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.583, build_cpu_time: 8.4892, build_memory: 836492856, f_measure: 0.6483, kappa: 0.1901, kb_relative_information_score: 24.9212, mean_absolute_error: 0.4025, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6675, predictive_accuracy: 0.6906, prior_entropy: 0.9204, recall: 0.6906, relative_absolute_error: 0.9035, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4839, root_relative_squared_error: 1.0258, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5873, build_cpu_time: 16.7832, build_memory: 735038001.6, f_measure: 0.6317, kappa: 0.1528, kb_relative_information_score: 25.4843, mean_absolute_error: 0.4019, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6478, predictive_accuracy: 0.6781, prior_entropy: 0.9204, recall: 0.6781, relative_absolute_error: 0.9022, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.4949, root_relative_squared_error: 1.0491, scimark_benchmark: 899.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5803, build_cpu_time: 31.8503, build_memory: 750680539.2, f_measure: 0.6363, kappa: 0.1606, kb_relative_information_score: 24.1009, mean_absolute_error: 0.4033, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6447, predictive_accuracy: 0.675, prior_entropy: 0.9204, recall: 0.675, relative_absolute_error: 0.9054, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5069, root_relative_squared_error: 1.0744, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5602, build_cpu_time: 5.2721, build_memory: 94136903.2, f_measure: 0.6332, kappa: 0.1522, kb_relative_information_score: 15.8874, mean_absolute_error: 0.4128, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6346, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9267, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0655, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5602, build_cpu_time: 4.6602, build_memory: 517431768, f_measure: 0.6332, kappa: 0.1522, kb_relative_information_score: 15.8874, mean_absolute_error: 0.4128, mean_prior_absolute_error: 0.4455, number_of_instances: 320, precision: 0.6346, predictive_accuracy: 0.6656, prior_entropy: 0.9204, recall: 0.6656, relative_absolute_error: 0.9267, root_mean_prior_squared_error: 0.4718, root_mean_squared_error: 0.5027, root_relative_squared_error: 1.0655, scimark_benchmark: 924.9295,

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