DEVELOPMENT...

A PHP Error was encountered

Severity: Warning

Message: fopen(/data/log/sql.log): failed to open stream: Permission denied

Filename: models/Log.php

Line Number: 37

Backtrace:

File: /var/www/openml/openml_OS/models/Log.php
Line: 37
Function: fopen

File: /var/www/openml/openml_OS/core/MY_Database_Read_Model.php
Line: 30
Function: sql

File: /var/www/openml/openml_OS/views/pages/frontend/t/pre.php
Line: 104
Function: query

File: /var/www/openml/openml_OS/helpers/cms_helper.php
Line: 19
Function: view

File: /var/www/openml/openml_OS/controllers/Frontend.php
Line: 85
Function: loadpage

File: /var/www/openml/index.php
Line: 337
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: fopen(/data/log/sql.log): failed to open stream: Permission denied

Filename: models/Log.php

Line Number: 37

Backtrace:

File: /var/www/openml/openml_OS/models/Log.php
Line: 37
Function: fopen

File: /var/www/openml/openml_OS/core/MY_Database_Read_Model.php
Line: 30
Function: sql

File: /var/www/openml/openml_OS/views/pages/frontend/t/pre.php
Line: 124
Function: query

File: /var/www/openml/openml_OS/helpers/cms_helper.php
Line: 19
Function: view

File: /var/www/openml/openml_OS/controllers/Frontend.php
Line: 85
Function: loadpage

File: /var/www/openml/index.php
Line: 337
Function: require_once

A PHP Error was encountered

Severity: Warning

Message: fopen(/data/log/sql.log): failed to open stream: Permission denied

Filename: models/Log.php

Line Number: 37

Backtrace:

File: /var/www/openml/openml_OS/models/Log.php
Line: 37
Function: fopen

File: /var/www/openml/openml_OS/core/MY_Database_Read_Model.php
Line: 30
Function: sql

File: /var/www/openml/openml_OS/views/pages/frontend/t/pre.php
Line: 117
Function: query

File: /var/www/openml/openml_OS/helpers/cms_helper.php
Line: 19
Function: view

File: /var/www/openml/openml_OS/controllers/Frontend.php
Line: 85
Function: loadpage

File: /var/www/openml/index.php
Line: 337
Function: require_once

OpenML
Task
Supervised Classification on analcatdata_birthday

Supervised Classification on analcatdata_birthday

Task 3831 Supervised Classification analcatdata_birthday 487 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 under100k under1m
Issue #Downvotes for this reason By


Metric:

487 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8998, f_measure: 0.922, kappa: 0.681, kb_relative_information_score: 172.9366, mean_absolute_error: 0.1058, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.9212, predictive_accuracy: 0.9233, prior_entropy: 0.6026, recall: 0.9233, relative_absolute_error: 0.4239, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2465, root_relative_squared_error: 0.6995, scimark_benchmark: 1304.9611, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7572, f_measure: 0.8795, kappa: 0.5144, kb_relative_information_score: 143.4041, mean_absolute_error: 0.1205, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8795, predictive_accuracy: 0.8795, prior_entropy: 0.6026, recall: 0.8795, relative_absolute_error: 0.4829, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3472, root_relative_squared_error: 0.9855, scimark_benchmark: 1363.454, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7879, kb_relative_information_score: 98.685, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7307, predictive_accuracy: 0.8548, prior_entropy: 0.6026, recall: 0.8548, relative_absolute_error: 0.5817, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3811, root_relative_squared_error: 1.0816, scimark_benchmark: 869.6028, usercpu_time_millis: 80, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6016, f_measure: 0.8251, kappa: 0.241, kb_relative_information_score: 73.841, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.816, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3986, root_relative_squared_error: 1.1315, scimark_benchmark: 1337.7959, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9409, f_measure: 0.8821, kappa: 0.5048, kb_relative_information_score: 124.5955, mean_absolute_error: 0.1375, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8793, predictive_accuracy: 0.8877, prior_entropy: 0.6026, recall: 0.8877, relative_absolute_error: 0.5508, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2676, root_relative_squared_error: 0.7596, scimark_benchmark: 942.9708, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7879, kb_relative_information_score: 98.685, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7307, predictive_accuracy: 0.8548, prior_entropy: 0.6026, recall: 0.8548, relative_absolute_error: 0.5817, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3811, root_relative_squared_error: 1.0816, scimark_benchmark: 942.6843, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8919, f_measure: 0.821, kappa: 0.2207, kb_relative_information_score: 68.3645, mean_absolute_error: 0.1663, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8111, predictive_accuracy: 0.8384, prior_entropy: 0.6026, recall: 0.8384, relative_absolute_error: 0.6661, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3201, root_relative_squared_error: 0.9087, scimark_benchmark: 934.6432, usercpu_time_millis: 870, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 780,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5343, f_measure: 0.8047, kappa: 0.1, kb_relative_information_score: 83.7786, mean_absolute_error: 0.1534, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7941, predictive_accuracy: 0.8466, prior_entropy: 0.6026, recall: 0.8466, relative_absolute_error: 0.6146, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3917, root_relative_squared_error: 1.1118, scimark_benchmark: 1337.7959, usercpu_time_millis: 80, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8521, f_measure: 0.7809, kappa: 0.0299, kb_relative_information_score: 36.3864, mean_absolute_error: 0.1731, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7603, predictive_accuracy: 0.8082, prior_entropy: 0.6026, recall: 0.8082, relative_absolute_error: 0.6933, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.334, root_relative_squared_error: 0.9481, scimark_benchmark: 1250.8301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.8398, kappa: 0.3497, kb_relative_information_score: 71.2588, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8386, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.8779, scimark_benchmark: 930.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8833, f_measure: 0.8339, kappa: 0.3464, kb_relative_information_score: 53.3555, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8381, predictive_accuracy: 0.8301, prior_entropy: 0.6026, recall: 0.8301, relative_absolute_error: 0.7052, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.9584, scimark_benchmark: 909.3537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8364, f_measure: 0.8748, kappa: 0.4604, kb_relative_information_score: 113.6321, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8725, predictive_accuracy: 0.8849, prior_entropy: 0.6026, recall: 0.8849, relative_absolute_error: 0.6248, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3085, root_relative_squared_error: 0.8757, scimark_benchmark: 924.1296, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8894, f_measure: 0.8171, kappa: 0.2091, kb_relative_information_score: 66.2267, mean_absolute_error: 0.1712, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.807, predictive_accuracy: 0.8329, prior_entropy: 0.6026, recall: 0.8329, relative_absolute_error: 0.6858, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3115, root_relative_squared_error: 0.8842, scimark_benchmark: 1313.5726, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7017, f_measure: 0.8498, kappa: 0.3666, kb_relative_information_score: 65.1292, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8447, predictive_accuracy: 0.8575, prior_entropy: 0.6026, recall: 0.8575, relative_absolute_error: 0.6452, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3476, root_relative_squared_error: 0.9867, scimark_benchmark: 1333.5799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7583, f_measure: 0.8276, kappa: 0.3299, kb_relative_information_score: 8.7273, mean_absolute_error: 0.2144, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8344, predictive_accuracy: 0.8219, prior_entropy: 0.6026, recall: 0.8219, relative_absolute_error: 0.8588, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3312, root_relative_squared_error: 0.9401, scimark_benchmark: 1073.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7841, f_measure: 0.8781, kappa: 0.5148, kb_relative_information_score: 133.2342, mean_absolute_error: 0.1297, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8797, predictive_accuracy: 0.8767, prior_entropy: 0.6026, recall: 0.8767, relative_absolute_error: 0.5194, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3343, root_relative_squared_error: 0.9489, scimark_benchmark: 1330.2678, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6394, f_measure: 0.8408, kappa: 0.3187, kb_relative_information_score: 93.7162, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8342, predictive_accuracy: 0.8521, prior_entropy: 0.6026, recall: 0.8521, relative_absolute_error: 0.5927, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3846, root_relative_squared_error: 1.0917, scimark_benchmark: 1372.2145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7905, f_measure: 0.8149, kappa: 0.406, kb_relative_information_score: -20.5662, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8747, predictive_accuracy: 0.789, prior_entropy: 0.6026, recall: 0.789, relative_absolute_error: 0.8451, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.4593, root_relative_squared_error: 1.3037, scimark_benchmark: 1287.514, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9014, f_measure: 0.8681, kappa: 0.5568, kb_relative_information_score: 99.7716, mean_absolute_error: 0.1441, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.9107, predictive_accuracy: 0.8521, prior_entropy: 0.6026, recall: 0.8521, relative_absolute_error: 0.5773, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2771, root_relative_squared_error: 0.7865, scimark_benchmark: 1358.4523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6755, f_measure: 0.8534, kappa: 0.3841, kb_relative_information_score: 108.6225, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8488, predictive_accuracy: 0.8603, prior_entropy: 0.6026, recall: 0.8603, relative_absolute_error: 0.5598, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3738, root_relative_squared_error: 1.061, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7148, f_measure: 0.8696, kappa: 0.4584, kb_relative_information_score: 133.4665, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8666, predictive_accuracy: 0.874, prior_entropy: 0.6026, recall: 0.874, relative_absolute_error: 0.5049, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.355, root_relative_squared_error: 1.0076, scimark_benchmark: 1353.5686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4777, f_measure: 0.7879, kb_relative_information_score: -2.7147, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7307, predictive_accuracy: 0.8548, prior_entropy: 0.6026, recall: 0.8548, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3524, root_relative_squared_error: 1.0001, scimark_benchmark: 1353.5686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.8365, kappa: 0.3975, kb_relative_information_score: 21.788, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8549, predictive_accuracy: 0.8247, prior_entropy: 0.6026, recall: 0.8247, relative_absolute_error: 0.8123, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9061, scimark_benchmark: 1605.6303,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8148, f_measure: 0.8427, kappa: 0.3515, kb_relative_information_score: 83.2792, mean_absolute_error: 0.1538, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8394, predictive_accuracy: 0.8466, prior_entropy: 0.6026, recall: 0.8466, relative_absolute_error: 0.6161, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3735, root_relative_squared_error: 1.0602, scimark_benchmark: 927.0753, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.72, f_measure: 0.8206, kappa: 0.252, kb_relative_information_score: 63.9862, mean_absolute_error: 0.1665, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.815, predictive_accuracy: 0.8274, prior_entropy: 0.6026, recall: 0.8274, relative_absolute_error: 0.6672, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3842, root_relative_squared_error: 1.0906, scimark_benchmark: 945.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7479, f_measure: 0.8223, kappa: 0.2644, kb_relative_information_score: 72.0872, mean_absolute_error: 0.1622, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8178, predictive_accuracy: 0.8274, prior_entropy: 0.6026, recall: 0.8274, relative_absolute_error: 0.6498, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3748, root_relative_squared_error: 1.0637, scimark_benchmark: 876.8277, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.8329, kappa: 0.3164, kb_relative_information_score: 75.7894, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8305, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0369, scimark_benchmark: 923.7642,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, f_measure: 0.8329, kappa: 0.3164, kb_relative_information_score: 75.7894, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8305, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0369, scimark_benchmark: 939.7623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9297, f_measure: 0.8787, kappa: 0.4979, kb_relative_information_score: 143.1252, mean_absolute_error: 0.1209, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8762, predictive_accuracy: 0.8822, prior_entropy: 0.6026, recall: 0.8822, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3115, root_relative_squared_error: 0.8841, scimark_benchmark: 911.3823, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9342, f_measure: 0.881, kappa: 0.5055, kb_relative_information_score: 155.8881, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8784, predictive_accuracy: 0.8849, prior_entropy: 0.6026, recall: 0.8849, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2964, root_relative_squared_error: 0.8414, scimark_benchmark: 938.2848, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9202, f_measure: 0.8686, kappa: 0.4601, kb_relative_information_score: 125.23, mean_absolute_error: 0.1307, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8664, predictive_accuracy: 0.8712, prior_entropy: 0.6026, recall: 0.8712, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3188, root_relative_squared_error: 0.905, scimark_benchmark: 936.6206, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9204, f_measure: 0.8716, kappa: 0.4546, kb_relative_information_score: 129.6291, mean_absolute_error: 0.1263, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8681, predictive_accuracy: 0.8795, prior_entropy: 0.6026, recall: 0.8795, relative_absolute_error: 0.506, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3043, root_relative_squared_error: 0.8637, scimark_benchmark: 933.8635,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9038, f_measure: 0.8499, kappa: 0.4097, kb_relative_information_score: 89.939, mean_absolute_error: 0.1514, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8539, predictive_accuracy: 0.8466, prior_entropy: 0.6026, recall: 0.8466, relative_absolute_error: 0.6067, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3496, root_relative_squared_error: 0.9922, scimark_benchmark: 938.4285, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.937, f_measure: 0.8933, kappa: 0.5599, kb_relative_information_score: 163.2766, mean_absolute_error: 0.1093, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8914, predictive_accuracy: 0.8959, prior_entropy: 0.6026, recall: 0.8959, relative_absolute_error: 0.4377, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.291, root_relative_squared_error: 0.826, scimark_benchmark: 938.4285, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9393, f_measure: 0.8974, kappa: 0.5818, kb_relative_information_score: 158.8536, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8964, predictive_accuracy: 0.8986, prior_entropy: 0.6026, recall: 0.8986, relative_absolute_error: 0.4515, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2841, root_relative_squared_error: 0.8063, scimark_benchmark: 924.6116, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9391, f_measure: 0.8919, kappa: 0.5592, kb_relative_information_score: 148.587, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8907, predictive_accuracy: 0.8932, prior_entropy: 0.6026, recall: 0.8932, relative_absolute_error: 0.4805, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2824, root_relative_squared_error: 0.8017, scimark_benchmark: 945.6434, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, f_measure: 0.8843, kappa: 0.5213, kb_relative_information_score: 141.8762, mean_absolute_error: 0.1254, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.882, predictive_accuracy: 0.8877, prior_entropy: 0.6026, recall: 0.8877, relative_absolute_error: 0.5022, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2711, root_relative_squared_error: 0.7696, scimark_benchmark: 932.3943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9351, f_measure: 0.8599, kappa: 0.405, kb_relative_information_score: 129.0744, mean_absolute_error: 0.1334, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8554, predictive_accuracy: 0.8685, prior_entropy: 0.6026, recall: 0.8685, relative_absolute_error: 0.5345, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.278, root_relative_squared_error: 0.7892, scimark_benchmark: 929.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4777, f_measure: 0.7879, kb_relative_information_score: -2.7147, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7307, predictive_accuracy: 0.8548, prior_entropy: 0.6026, recall: 0.8548, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3524, root_relative_squared_error: 1.0001, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7203, f_measure: 0.7001, kappa: 0.1637, kb_relative_information_score: -169.2686, mean_absolute_error: 0.2617, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8125, predictive_accuracy: 0.6493, prior_entropy: 0.6026, recall: 0.6493, relative_absolute_error: 1.0482, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.4199, root_relative_squared_error: 1.1917, scimark_benchmark: 934.5243, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9135, f_measure: 0.8604, kappa: 0.378, kb_relative_information_score: 107.8261, mean_absolute_error: 0.1372, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.863, predictive_accuracy: 0.8795, prior_entropy: 0.6026, recall: 0.8795, relative_absolute_error: 0.5497, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2762, root_relative_squared_error: 0.7839, scimark_benchmark: 930.32,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.8093, kappa: 0.1871, kb_relative_information_score: 58.4927, mean_absolute_error: 0.1756, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7999, predictive_accuracy: 0.8219, prior_entropy: 0.6026, recall: 0.8219, relative_absolute_error: 0.7036, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3453, root_relative_squared_error: 0.9801, scimark_benchmark: 943.6956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4777, f_measure: 0.7879, kb_relative_information_score: -2.7147, mean_absolute_error: 0.2498, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7307, predictive_accuracy: 0.8548, prior_entropy: 0.6026, recall: 0.8548, relative_absolute_error: 1.0007, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3524, root_relative_squared_error: 1.0001, scimark_benchmark: 929.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9198, f_measure: 0.8563, kappa: 0.3872, kb_relative_information_score: 103.3456, mean_absolute_error: 0.1479, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8514, predictive_accuracy: 0.8658, prior_entropy: 0.6026, recall: 0.8658, relative_absolute_error: 0.5924, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.8009, scimark_benchmark: 943.6956, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7879, kb_relative_information_score: 98.685, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7307, predictive_accuracy: 0.8548, prior_entropy: 0.6026, recall: 0.8548, relative_absolute_error: 0.5817, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3811, root_relative_squared_error: 1.0816, scimark_benchmark: 901.0726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8153, f_measure: 0.8365, kappa: 0.3975, kb_relative_information_score: 21.788, mean_absolute_error: 0.2028, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8549, predictive_accuracy: 0.8247, prior_entropy: 0.6026, recall: 0.8247, relative_absolute_error: 0.8123, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3192, root_relative_squared_error: 0.9061, scimark_benchmark: 929.0255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.913, f_measure: 0.8412, kappa: 0.2858, kb_relative_information_score: -519.336, mean_absolute_error: 0.3868, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8409, predictive_accuracy: 0.8658, prior_entropy: 0.6026, recall: 0.8658, relative_absolute_error: 1.5497, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3944, root_relative_squared_error: 1.1194, scimark_benchmark: 947.9494, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9389, f_measure: 0.8944, kappa: 0.5795, kb_relative_information_score: 117.4428, mean_absolute_error: 0.1371, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8958, predictive_accuracy: 0.8932, prior_entropy: 0.6026, recall: 0.8932, relative_absolute_error: 0.5493, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2644, root_relative_squared_error: 0.7505, scimark_benchmark: 917.7039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5094, f_measure: 0.7944, kappa: 0.0318, kb_relative_information_score: 103.6537, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8779, predictive_accuracy: 0.8575, prior_entropy: 0.6026, recall: 0.8575, relative_absolute_error: 0.5707, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3774, root_relative_squared_error: 1.0713, scimark_benchmark: 932.3943, usercpu_time_millis: 120, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9018, f_measure: 0.9157, kappa: 0.6526, kb_relative_information_score: 194.7433, mean_absolute_error: 0.095, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.9145, predictive_accuracy: 0.9178, prior_entropy: 0.6026, recall: 0.9178, relative_absolute_error: 0.3804, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.2498, root_relative_squared_error: 0.709, scimark_benchmark: 901.0726, usercpu_time_millis: 410, usercpu_time_millis_testing: 400, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6386, f_measure: 0.8231, kappa: 0.2429, kb_relative_information_score: 69.7425, mean_absolute_error: 0.162, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8146, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6492, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.4007, root_relative_squared_error: 1.1372, scimark_benchmark: 889.9795, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6231, f_measure: 0.829, kappa: 0.2682, kb_relative_information_score: 73.5131, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8212, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.638, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3976, root_relative_squared_error: 1.1284, scimark_benchmark: 915.2795, usercpu_time_millis: 180, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8964, f_measure: 0.884, kappa: 0.5291, kb_relative_information_score: 148.0144, mean_absolute_error: 0.1155, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8832, predictive_accuracy: 0.8849, prior_entropy: 0.6026, recall: 0.8849, relative_absolute_error: 0.4627, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.321, root_relative_squared_error: 0.9111, scimark_benchmark: 918.4924, usercpu_time_millis: 560, usercpu_time_millis_training: 560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9215, f_measure: 0.8772, kappa: 0.5072, kb_relative_information_score: 145.8328, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8777, predictive_accuracy: 0.8767, prior_entropy: 0.6026, recall: 0.8767, relative_absolute_error: 0.474, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.9136, scimark_benchmark: 931.4202, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8846, f_measure: 0.8398, kappa: 0.3497, kb_relative_information_score: 71.2588, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8386, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.6493, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3093, root_relative_squared_error: 0.8779, scimark_benchmark: 935.8986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.7879, kb_relative_information_score: 98.685, mean_absolute_error: 0.1452, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.7307, predictive_accuracy: 0.8548, prior_entropy: 0.6026, recall: 0.8548, relative_absolute_error: 0.5817, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3811, root_relative_squared_error: 1.0816, scimark_benchmark: 934.6252, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6974, f_measure: 0.8552, kappa: 0.4075, kb_relative_information_score: 103.6537, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8531, predictive_accuracy: 0.8575, prior_entropy: 0.6026, recall: 0.8575, relative_absolute_error: 0.5707, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3774, root_relative_squared_error: 1.0713, scimark_benchmark: 908.0036, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8758, build_cpu_time: 0.6125, build_memory: 466503523.3534, f_measure: 0.8548, kappa: 0.3945, kb_relative_information_score: 109.2353, mean_absolute_error: 0.1417, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8508, predictive_accuracy: 0.8603, prior_entropy: 0.6026, recall: 0.8603, relative_absolute_error: 0.5678, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.358, root_relative_squared_error: 1.0162, scimark_benchmark: 940.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8755, build_cpu_time: 0.4873, build_memory: 944768614.2904, f_measure: 0.8512, kappa: 0.3773, kb_relative_information_score: 108.0764, mean_absolute_error: 0.1424, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8468, predictive_accuracy: 0.8575, prior_entropy: 0.6026, recall: 0.8575, relative_absolute_error: 0.5705, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3578, root_relative_squared_error: 1.0154, scimark_benchmark: 929.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8748, build_cpu_time: 0.3067, build_memory: 788561230.9918, f_measure: 0.8539, kappa: 0.3978, kb_relative_information_score: 102.7864, mean_absolute_error: 0.1442, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.851, predictive_accuracy: 0.8575, prior_entropy: 0.6026, recall: 0.8575, relative_absolute_error: 0.5777, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3594, root_relative_squared_error: 1.0201, scimark_benchmark: 941.8181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8811, build_cpu_time: 0.2512, build_memory: 695036260.2959, f_measure: 0.8662, kappa: 0.442, kb_relative_information_score: 108.004, mean_absolute_error: 0.1402, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8627, predictive_accuracy: 0.8712, prior_entropy: 0.6026, recall: 0.8712, relative_absolute_error: 0.5615, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3444, root_relative_squared_error: 0.9775, scimark_benchmark: 923.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, build_cpu_time: 0.0038, build_memory: 645896778.9589, f_measure: 0.8271, kappa: 0.2548, kb_relative_information_score: 73.3112, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8186, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.9117, scimark_benchmark: 943.1873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, build_cpu_time: 0.0038, build_memory: 122413908.6466, f_measure: 0.8271, kappa: 0.2548, kb_relative_information_score: 73.3112, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8186, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.9117, scimark_benchmark: 941.7846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, build_cpu_time: 0.0043, build_memory: 60024827.3753, f_measure: 0.8271, kappa: 0.2548, kb_relative_information_score: 73.3112, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8186, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.9117, scimark_benchmark: 935.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, build_cpu_time: 0.0051, build_memory: 275577538.4329, f_measure: 0.8271, kappa: 0.2548, kb_relative_information_score: 73.3112, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8186, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.9117, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8806, build_cpu_time: 0.0095, build_memory: 51890359.1452, f_measure: 0.8271, kappa: 0.2548, kb_relative_information_score: 73.3112, mean_absolute_error: 0.1615, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8186, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.647, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3212, root_relative_squared_error: 0.9117, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, build_cpu_time: 0.045, build_memory: 927044716.4493, f_measure: 0.8189, kappa: 0.2392, kb_relative_information_score: 45.6853, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8122, predictive_accuracy: 0.8274, prior_entropy: 0.6026, recall: 0.8274, relative_absolute_error: 0.7025, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.4027, root_relative_squared_error: 1.1431, scimark_benchmark: 907.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.661, build_cpu_time: 0.0255, build_memory: 81779684.5151, f_measure: 0.8206, kappa: 0.252, kb_relative_information_score: 46.1743, mean_absolute_error: 0.1748, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.815, predictive_accuracy: 0.8274, prior_entropy: 0.6026, recall: 0.8274, relative_absolute_error: 0.7004, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.4015, root_relative_squared_error: 1.1395, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6685, build_cpu_time: 0.0226, build_memory: 1607844288.0658, f_measure: 0.8243, kappa: 0.27, kb_relative_information_score: 50.652, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8194, predictive_accuracy: 0.8301, prior_entropy: 0.6026, recall: 0.8301, relative_absolute_error: 0.6915, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3993, root_relative_squared_error: 1.1334, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6758, build_cpu_time: 0.0125, build_memory: 2717609148.5151, f_measure: 0.8238, kappa: 0.2764, kb_relative_information_score: 45.5569, mean_absolute_error: 0.1755, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8206, predictive_accuracy: 0.8274, prior_entropy: 0.6026, recall: 0.8274, relative_absolute_error: 0.7031, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.4027, root_relative_squared_error: 1.1431, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.703, build_cpu_time: 0.0071, build_memory: 715436187.1123, f_measure: 0.8315, kappa: 0.3052, kb_relative_information_score: 58.6513, mean_absolute_error: 0.1683, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8279, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6742, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3925, root_relative_squared_error: 1.114, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, build_cpu_time: 0.0429, build_memory: 893138027.5288, f_measure: 0.8188, kappa: 0.2058, kb_relative_information_score: 50.6735, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8083, predictive_accuracy: 0.8384, prior_entropy: 0.6026, recall: 0.8384, relative_absolute_error: 0.721, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.9008, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, build_cpu_time: 0.0303, build_memory: 1196460419.726, f_measure: 0.8188, kappa: 0.2058, kb_relative_information_score: 50.6735, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8083, predictive_accuracy: 0.8384, prior_entropy: 0.6026, recall: 0.8384, relative_absolute_error: 0.721, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.9008, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, build_cpu_time: 0.0456, build_memory: 152077281.5342, f_measure: 0.8188, kappa: 0.2058, kb_relative_information_score: 50.6735, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8083, predictive_accuracy: 0.8384, prior_entropy: 0.6026, recall: 0.8384, relative_absolute_error: 0.721, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.9008, scimark_benchmark: 920.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, build_cpu_time: 0.0307, build_memory: 400876299.8575, f_measure: 0.8188, kappa: 0.2058, kb_relative_information_score: 50.6735, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8083, predictive_accuracy: 0.8384, prior_entropy: 0.6026, recall: 0.8384, relative_absolute_error: 0.721, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.9008, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8801, build_cpu_time: 0.0335, build_memory: 1815373398.4219, f_measure: 0.8188, kappa: 0.2058, kb_relative_information_score: 50.6735, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8083, predictive_accuracy: 0.8384, prior_entropy: 0.6026, recall: 0.8384, relative_absolute_error: 0.721, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3173, root_relative_squared_error: 0.9008, scimark_benchmark: 915.8564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7659, build_cpu_time: 0.096, build_memory: 620382272.1753, f_measure: 0.8403, kappa: 0.3769, kb_relative_information_score: 64.113, mean_absolute_error: 0.1641, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.846, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6576, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.4048, root_relative_squared_error: 1.1489, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.761, build_cpu_time: 0.0347, build_memory: 769072605.5452, f_measure: 0.8403, kappa: 0.3769, kb_relative_information_score: 66.6222, mean_absolute_error: 0.1635, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.846, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6552, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.402, root_relative_squared_error: 1.141, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7935, build_cpu_time: 0.0164, build_memory: 563920290.8274, f_measure: 0.8414, kappa: 0.3859, kb_relative_information_score: 68.2632, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8486, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6435, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3947, root_relative_squared_error: 1.1203, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8798, build_cpu_time: 0.009, build_memory: 1197407540.6685, f_measure: 0.8456, kappa: 0.3976, kb_relative_information_score: 73.0237, mean_absolute_error: 0.1589, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8512, predictive_accuracy: 0.8411, prior_entropy: 0.6026, recall: 0.8411, relative_absolute_error: 0.6365, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3926, root_relative_squared_error: 1.1145, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9168, build_cpu_time: 0.0041, build_memory: 1064658908.7123, f_measure: 0.8478, kappa: 0.4036, kb_relative_information_score: 78.3735, mean_absolute_error: 0.1537, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8525, predictive_accuracy: 0.8438, prior_entropy: 0.6026, recall: 0.8438, relative_absolute_error: 0.6159, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.379, root_relative_squared_error: 1.0758, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7769, build_cpu_time: 0.0071, build_memory: 921123075.6822, f_measure: 0.8253, kappa: 0.288, kb_relative_information_score: 69.4847, mean_absolute_error: 0.1631, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8233, predictive_accuracy: 0.8274, prior_entropy: 0.6026, recall: 0.8274, relative_absolute_error: 0.6533, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3692, root_relative_squared_error: 1.0479, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7789, build_cpu_time: 0.0119, build_memory: 1640720000.5918, f_measure: 0.8329, kappa: 0.3164, kb_relative_information_score: 75.4092, mean_absolute_error: 0.1597, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8305, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6399, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3654, root_relative_squared_error: 1.0373, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, build_cpu_time: 0.0123, build_memory: 714507145.5342, f_measure: 0.8329, kappa: 0.3164, kb_relative_information_score: 75.7894, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8305, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0369, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, build_cpu_time: 0.013, build_memory: 1242252177.1616, f_measure: 0.8329, kappa: 0.3164, kb_relative_information_score: 75.7894, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8305, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0369, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7788, build_cpu_time: 0.0183, build_memory: 3483259183.9781, f_measure: 0.8329, kappa: 0.3164, kb_relative_information_score: 75.7894, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8305, predictive_accuracy: 0.8356, prior_entropy: 0.6026, recall: 0.8356, relative_absolute_error: 0.6394, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.0369, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.905, build_cpu_time: 1.8287, build_memory: 838276635.4849, f_measure: 0.857, kappa: 0.4013, kb_relative_information_score: 120.2975, mean_absolute_error: 0.1348, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8528, predictive_accuracy: 0.863, prior_entropy: 0.6026, recall: 0.863, relative_absolute_error: 0.5399, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3388, root_relative_squared_error: 0.9615, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8917, build_cpu_time: 3.5584, build_memory: 30943743.1014, f_measure: 0.8752, kappa: 0.4716, kb_relative_information_score: 151.9926, mean_absolute_error: 0.1168, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8719, predictive_accuracy: 0.8822, prior_entropy: 0.6026, recall: 0.8822, relative_absolute_error: 0.4677, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3249, root_relative_squared_error: 0.9221, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, build_cpu_time: 7.0951, build_memory: 33911135.7808, f_measure: 0.9013, kappa: 0.5913, kb_relative_information_score: 184.9159, mean_absolute_error: 0.0991, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8995, predictive_accuracy: 0.9041, prior_entropy: 0.6026, recall: 0.9041, relative_absolute_error: 0.397, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.8705, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8558, build_cpu_time: 14.9562, build_memory: 697120157.1068, f_measure: 0.898, kappa: 0.5761, kb_relative_information_score: 182.3898, mean_absolute_error: 0.0992, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8961, predictive_accuracy: 0.9014, prior_entropy: 0.6026, recall: 0.9014, relative_absolute_error: 0.3973, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3119, root_relative_squared_error: 0.8853, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8031, build_cpu_time: 27.3764, build_memory: 162976050.0164, f_measure: 0.8956, kappa: 0.568, kb_relative_information_score: 176.1878, mean_absolute_error: 0.1032, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8937, predictive_accuracy: 0.8986, prior_entropy: 0.6026, recall: 0.8986, relative_absolute_error: 0.4136, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9065, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6991, build_cpu_time: 51.0366, build_memory: 109733666.3233, f_measure: 0.8574, kappa: 0.4142, kb_relative_information_score: 108.6232, mean_absolute_error: 0.1397, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8549, predictive_accuracy: 0.8603, prior_entropy: 0.6026, recall: 0.8603, relative_absolute_error: 0.5598, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3738, root_relative_squared_error: 1.061, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7295, build_cpu_time: 25.4338, build_memory: 623291315.3973, f_measure: 0.8674, kappa: 0.4512, kb_relative_information_score: 128.4239, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8645, predictive_accuracy: 0.8712, prior_entropy: 0.6026, recall: 0.8712, relative_absolute_error: 0.5162, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3587, root_relative_squared_error: 1.0181, scimark_benchmark: 935.1241,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7596, build_cpu_time: 12.7021, build_memory: 409404561.6, f_measure: 0.863, kappa: 0.4372, kb_relative_information_score: 119.2303, mean_absolute_error: 0.1336, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8606, predictive_accuracy: 0.8658, prior_entropy: 0.6026, recall: 0.8658, relative_absolute_error: 0.5352, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.362, root_relative_squared_error: 1.0274, scimark_benchmark: 923.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7879, build_cpu_time: 6.5293, build_memory: 77263635.9233, f_measure: 0.863, kappa: 0.4372, kb_relative_information_score: 118.6615, mean_absolute_error: 0.1342, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8606, predictive_accuracy: 0.8658, prior_entropy: 0.6026, recall: 0.8658, relative_absolute_error: 0.5374, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3645, root_relative_squared_error: 1.0347, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8198, build_cpu_time: 3.1368, build_memory: 300517874.5644, f_measure: 0.873, kappa: 0.4842, kb_relative_information_score: 132.3062, mean_absolute_error: 0.1269, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.872, predictive_accuracy: 0.874, prior_entropy: 0.6026, recall: 0.874, relative_absolute_error: 0.5083, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3485, root_relative_squared_error: 0.9891, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9218, build_cpu_time: 0.6861, build_memory: 693033729.9945, f_measure: 0.864, kappa: 0.4348, kb_relative_information_score: 133.6908, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8607, predictive_accuracy: 0.8685, prior_entropy: 0.6026, recall: 0.8685, relative_absolute_error: 0.5055, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3377, root_relative_squared_error: 0.9586, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8999, build_cpu_time: 1.4452, build_memory: 906498193.0301, f_measure: 0.8951, kappa: 0.5739, kb_relative_information_score: 162.1058, mean_absolute_error: 0.1096, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8943, predictive_accuracy: 0.8959, prior_entropy: 0.6026, recall: 0.8959, relative_absolute_error: 0.4389, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3147, root_relative_squared_error: 0.8932, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8574, build_cpu_time: 2.8019, build_memory: 497381310.3781, f_measure: 0.8919, kappa: 0.5592, kb_relative_information_score: 168.6501, mean_absolute_error: 0.1078, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8907, predictive_accuracy: 0.8932, prior_entropy: 0.6026, recall: 0.8932, relative_absolute_error: 0.432, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.318, root_relative_squared_error: 0.9027, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, build_cpu_time: 5.3558, build_memory: 754053199.8466, f_measure: 0.8982, kappa: 0.5884, kb_relative_information_score: 176.544, mean_absolute_error: 0.1029, mean_prior_absolute_error: 0.2496, number_of_instances: 365, precision: 0.8978, predictive_accuracy: 0.8986, prior_entropy: 0.6026, recall: 0.8986, relative_absolute_error: 0.4123, root_mean_prior_squared_error: 0.3523, root_mean_squared_error: 0.3178, root_relative_squared_error: 0.902, scimark_benchmark: 924.2473,

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