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 meta_all.arff

Supervised Classification on meta_all.arff

Task 2272 Supervised Classification meta_all.arff 362 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • study_1 study_107 study_41 under100k under1m
Issue #Downvotes for this reason By


Metric:

362 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7032, f_measure: 0.6035, kappa: 0.3317, kb_relative_information_score: 26.1685, mean_absolute_error: 0.1526, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6424, predictive_accuracy: 0.6479, prior_entropy: 1.9094, recall: 0.6479, relative_absolute_error: 0.7389, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3062, root_relative_squared_error: 0.966, scimark_benchmark: 1324.8395,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4781, f_measure: 0.4397, kb_relative_information_score: -4.2303, mean_absolute_error: 0.2423, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3499, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 1.1731, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3411, root_relative_squared_error: 1.076, scimark_benchmark: 876.0664, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.663, f_measure: 0.5865, kappa: 0.3119, kb_relative_information_score: 1.9014, mean_absolute_error: 0.2388, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.565, predictive_accuracy: 0.6197, prior_entropy: 1.9094, recall: 0.6197, relative_absolute_error: 1.1564, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3356, root_relative_squared_error: 1.0588, scimark_benchmark: 1318.1432, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6969, f_measure: 0.6122, kappa: 0.3304, kb_relative_information_score: 22.198, mean_absolute_error: 0.1612, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6208, predictive_accuracy: 0.6197, prior_entropy: 1.9094, recall: 0.6197, relative_absolute_error: 0.7804, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3176, root_relative_squared_error: 1.0019, scimark_benchmark: 912.5006, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6507, f_measure: 0.5306, kappa: 0.2929, kb_relative_information_score: 21.2386, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.576, predictive_accuracy: 0.5211, prior_entropy: 1.9094, recall: 0.5211, relative_absolute_error: 0.773, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3995, root_relative_squared_error: 1.2604, scimark_benchmark: 1386.5717, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4712, f_measure: 0.4863, kappa: 0.0803, kb_relative_information_score: 6.5081, mean_absolute_error: 0.1884, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4498, predictive_accuracy: 0.5775, prior_entropy: 1.9094, recall: 0.5775, relative_absolute_error: 0.9124, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3465, root_relative_squared_error: 1.0931, scimark_benchmark: 1310.3951,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6528, f_measure: 0.5744, kappa: 0.265, kb_relative_information_score: 20.6293, mean_absolute_error: 0.1532, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5872, predictive_accuracy: 0.5775, prior_entropy: 1.9094, recall: 0.5775, relative_absolute_error: 0.7416, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3352, root_relative_squared_error: 1.0576, scimark_benchmark: 1369.9744, usercpu_time_millis: 1190, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 1170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.778, f_measure: 0.6442, kappa: 0.4002, kb_relative_information_score: 23.6989, mean_absolute_error: 0.1639, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6582, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.7936, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.2816, root_relative_squared_error: 0.8884, scimark_benchmark: 1318.5526, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6203, f_measure: 0.5235, kappa: 0.2549, kb_relative_information_score: 20.0713, mean_absolute_error: 0.1596, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5412, predictive_accuracy: 0.5211, prior_entropy: 1.9094, recall: 0.5211, relative_absolute_error: 0.773, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3995, root_relative_squared_error: 1.2604, scimark_benchmark: 1301.9956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5828, f_measure: 0.4678, kappa: 0.0772, kb_relative_information_score: 7.809, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4152, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 0.9145, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3398, root_relative_squared_error: 1.072, scimark_benchmark: 1318.5526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4708, f_measure: 0.4447, kappa: -0.0033, kb_relative_information_score: 2.5362, mean_absolute_error: 0.202, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.407, predictive_accuracy: 0.5211, prior_entropy: 1.9094, recall: 0.5211, relative_absolute_error: 0.9779, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.353, root_relative_squared_error: 1.1137, scimark_benchmark: 1341.5768, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5711, f_measure: 0.546, kappa: 0.1939, kb_relative_information_score: 20.6112, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5496, predictive_accuracy: 0.6197, prior_entropy: 1.9094, recall: 0.6197, relative_absolute_error: 0.6138, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.356, root_relative_squared_error: 1.1232, scimark_benchmark: 1294.7826, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5072, f_measure: 0.0291, kappa: 0.0064, kb_relative_information_score: -22.8154, mean_absolute_error: 0.3192, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5924, predictive_accuracy: 0.0423, prior_entropy: 1.9094, recall: 0.0423, relative_absolute_error: 1.5459, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.565, root_relative_squared_error: 1.7825, scimark_benchmark: 1384.4418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6257, f_measure: 0.5218, kappa: 0.2265, kb_relative_information_score: 17.6935, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5316, predictive_accuracy: 0.5211, prior_entropy: 1.9094, recall: 0.5211, relative_absolute_error: 0.802, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3798, root_relative_squared_error: 1.1982, scimark_benchmark: 1358.4523, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5629, f_measure: 0.5089, kappa: 0.153, kb_relative_information_score: 18.5497, mean_absolute_error: 0.1315, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4496, predictive_accuracy: 0.6056, prior_entropy: 1.9094, recall: 0.6056, relative_absolute_error: 0.6366, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3626, root_relative_squared_error: 1.1438, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6926, f_measure: 0.5598, kappa: 0.2791, kb_relative_information_score: 24.031, mean_absolute_error: 0.1409, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5576, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.6822, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3639, root_relative_squared_error: 1.1479, scimark_benchmark: 921.8984, usercpu_time_millis: 17060, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 17050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5628, f_measure: 0.4809, kappa: 0.1611, kb_relative_information_score: 14.2119, mean_absolute_error: 0.169, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4745, predictive_accuracy: 0.493, prior_entropy: 1.9094, recall: 0.493, relative_absolute_error: 0.8184, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.4111, root_relative_squared_error: 1.297, scimark_benchmark: 1392.1129, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4285, f_measure: 0.4397, kb_relative_information_score: -0.2696, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3499, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 1.0055, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3179, root_relative_squared_error: 1.0029, scimark_benchmark: 1054.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5844, f_measure: 0.4974, kappa: 0.1559, kb_relative_information_score: 15.2103, mean_absolute_error: 0.1713, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4762, predictive_accuracy: 0.5211, prior_entropy: 1.9094, recall: 0.5211, relative_absolute_error: 0.8295, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3743, root_relative_squared_error: 1.1808, scimark_benchmark: 1066.833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6088, f_measure: 0.559, kappa: 0.2666, kb_relative_information_score: 19.4853, mean_absolute_error: 0.1551, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5577, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.7508, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3653, root_relative_squared_error: 1.1525, scimark_benchmark: 945.7621, usercpu_time_millis: 210, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6274, f_measure: 0.5597, kappa: 0.2741, kb_relative_information_score: 15.6267, mean_absolute_error: 0.175, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5589, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.8476, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3528, root_relative_squared_error: 1.1131, scimark_benchmark: 942.6953, usercpu_time_millis: 170, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, f_measure: 0.5597, kappa: 0.2741, kb_relative_information_score: 15.5538, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5589, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3538, root_relative_squared_error: 1.116, scimark_benchmark: 939.7623, usercpu_time_millis: 190, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4459, f_measure: 0.4356, kappa: -0.0262, kb_relative_information_score: -5.673, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3716, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1476, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.348, root_relative_squared_error: 1.0977, scimark_benchmark: 911.3823, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4459, f_measure: 0.4356, kappa: -0.0262, kb_relative_information_score: -5.673, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3716, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1476, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.348, root_relative_squared_error: 1.0977, scimark_benchmark: 911.0478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4459, f_measure: 0.4356, kappa: -0.0262, kb_relative_information_score: -5.673, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3716, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1476, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.348, root_relative_squared_error: 1.0977, scimark_benchmark: 911.0478,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4459, f_measure: 0.4356, kappa: -0.0262, kb_relative_information_score: -5.673, mean_absolute_error: 0.237, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3716, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1476, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.348, root_relative_squared_error: 1.0977, scimark_benchmark: 938.2848,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.448, f_measure: 0.4356, kappa: -0.0262, kb_relative_information_score: -4.4491, mean_absolute_error: 0.2311, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3716, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.119, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3457, root_relative_squared_error: 1.0905, scimark_benchmark: 939.7623, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6545, f_measure: 0.5926, kappa: 0.2889, kb_relative_information_score: 24.502, mean_absolute_error: 0.1256, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5913, predictive_accuracy: 0.6197, prior_entropy: 1.9094, recall: 0.6197, relative_absolute_error: 0.6082, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3529, root_relative_squared_error: 1.1134, scimark_benchmark: 932.3943, usercpu_time_millis: 680, usercpu_time_millis_training: 680,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7333, f_measure: 0.6492, kappa: 0.4115, kb_relative_information_score: 33.1336, mean_absolute_error: 0.1083, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6448, predictive_accuracy: 0.6761, prior_entropy: 1.9094, recall: 0.6761, relative_absolute_error: 0.5246, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3229, root_relative_squared_error: 1.0185, scimark_benchmark: 924.6116, usercpu_time_millis: 350, usercpu_time_millis_training: 350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7544, f_measure: 0.6405, kappa: 0.4047, kb_relative_information_score: 33.3366, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6293, predictive_accuracy: 0.6761, prior_entropy: 1.9094, recall: 0.6761, relative_absolute_error: 0.5262, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3111, root_relative_squared_error: 0.9814, scimark_benchmark: 924.6116, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.763, f_measure: 0.6376, kappa: 0.3957, kb_relative_information_score: 32.8808, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6318, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.5485, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.308, root_relative_squared_error: 0.9716, scimark_benchmark: 932.3943, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.728, f_measure: 0.6479, kappa: 0.4077, kb_relative_information_score: 29.509, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6451, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.6268, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.9791, scimark_benchmark: 941.7954, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4285, f_measure: 0.4397, kb_relative_information_score: -0.2696, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3499, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 1.0055, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3179, root_relative_squared_error: 1.0029, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7746, f_measure: 0.646, kappa: 0.4087, kb_relative_information_score: 29.1424, mean_absolute_error: 0.1432, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6418, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.6934, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.2867, root_relative_squared_error: 0.9045, scimark_benchmark: 938.9865, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4285, f_measure: 0.4397, kb_relative_information_score: -0.2696, mean_absolute_error: 0.2076, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3499, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 1.0055, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3179, root_relative_squared_error: 1.0029, scimark_benchmark: 910.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.688, f_measure: 0.5654, kappa: 0.2678, kb_relative_information_score: 22.2366, mean_absolute_error: 0.1623, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5558, predictive_accuracy: 0.6056, prior_entropy: 1.9094, recall: 0.6056, relative_absolute_error: 0.7858, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3095, root_relative_squared_error: 0.9762, scimark_benchmark: 933.8635, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4397, kb_relative_information_score: 15.593, mean_absolute_error: 0.1362, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3499, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 0.6593, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.369, root_relative_squared_error: 1.164, scimark_benchmark: 947.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7075, f_measure: 0.5414, kappa: 0.2236, kb_relative_information_score: 19.3188, mean_absolute_error: 0.161, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5271, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.7798, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3146, root_relative_squared_error: 0.9924, scimark_benchmark: 943.6956, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7288, f_measure: 0.5591, kappa: 0.238, kb_relative_information_score: 22.2515, mean_absolute_error: 0.1642, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5415, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 0.7951, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3011, root_relative_squared_error: 0.9499, scimark_benchmark: 931.2336, usercpu_time_millis: 450, usercpu_time_millis_training: 450,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.683, f_measure: 0.4715, kappa: 0.0627, kb_relative_information_score: 8.8884, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4375, predictive_accuracy: 0.6056, prior_entropy: 1.9094, recall: 0.6056, relative_absolute_error: 0.89, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3067, root_relative_squared_error: 0.9674, scimark_benchmark: 947.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5914, f_measure: 0.5238, kappa: 0.2252, kb_relative_information_score: 1.207, mean_absolute_error: 0.236, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4436, predictive_accuracy: 0.6479, prior_entropy: 1.9094, recall: 0.6479, relative_absolute_error: 1.1428, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3318, root_relative_squared_error: 1.0466, scimark_benchmark: 947.0793, usercpu_time_millis: 70, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, f_measure: 0.6556, kappa: 0.4232, kb_relative_information_score: 30.1953, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.657, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3349, root_relative_squared_error: 1.0566, scimark_benchmark: 915.2795, usercpu_time_millis: 380, usercpu_time_millis_training: 380,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7261, f_measure: 0.6556, kappa: 0.4232, kb_relative_information_score: 31.2977, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.657, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.5485, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3325, root_relative_squared_error: 1.049, scimark_benchmark: 915.2795, usercpu_time_millis: 750, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 740,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, f_measure: 0.6144, kappa: 0.3615, kb_relative_information_score: 27.9347, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6099, predictive_accuracy: 0.6338, prior_entropy: 1.9094, recall: 0.6338, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3479, root_relative_squared_error: 1.0975, scimark_benchmark: 947.0793, usercpu_time_millis: 1360, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1350,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7147, f_measure: 0.6097, kappa: 0.334, kb_relative_information_score: 28.3089, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5972, predictive_accuracy: 0.6479, prior_entropy: 1.9094, recall: 0.6479, relative_absolute_error: 0.6019, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3153, root_relative_squared_error: 0.9946, scimark_benchmark: 947.0793, usercpu_time_millis: 250, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4748, f_measure: 0.4863, kappa: 0.0803, kb_relative_information_score: 6.8503, mean_absolute_error: 0.1869, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.4498, predictive_accuracy: 0.5775, prior_entropy: 1.9094, recall: 0.5775, relative_absolute_error: 0.9052, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3469, root_relative_squared_error: 1.0944, scimark_benchmark: 915.2795, usercpu_time_millis: 460, usercpu_time_millis_testing: 410, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4781, f_measure: 0.4397, kb_relative_information_score: -4.2303, mean_absolute_error: 0.2423, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3499, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 1.1731, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3411, root_relative_squared_error: 1.076, scimark_benchmark: 915.2795, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.721, build_cpu_time: 2.1175, build_memory: 854601541.7465, f_measure: 0.635, kappa: 0.4032, kb_relative_information_score: 28.7984, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6382, predictive_accuracy: 0.6338, prior_entropy: 1.9094, recall: 0.6338, relative_absolute_error: 0.62, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3387, root_relative_squared_error: 1.0685, scimark_benchmark: 941.7846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7262, build_cpu_time: 1.7828, build_memory: 1095447907.831, f_measure: 0.635, kappa: 0.4032, kb_relative_information_score: 28.534, mean_absolute_error: 0.1294, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6382, predictive_accuracy: 0.6338, prior_entropy: 1.9094, recall: 0.6338, relative_absolute_error: 0.6265, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3406, root_relative_squared_error: 1.0745, scimark_benchmark: 929.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7341, build_cpu_time: 1.0112, build_memory: 938723793.4648, f_measure: 0.6468, kappa: 0.4203, kb_relative_information_score: 30.3262, mean_absolute_error: 0.1235, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6469, predictive_accuracy: 0.6479, prior_entropy: 1.9094, recall: 0.6479, relative_absolute_error: 0.5982, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3259, root_relative_squared_error: 1.0283, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7233, build_cpu_time: 0.5043, build_memory: 1328491787.831, f_measure: 0.6468, kappa: 0.4203, kb_relative_information_score: 28.7523, mean_absolute_error: 0.1289, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6469, predictive_accuracy: 0.6479, prior_entropy: 1.9094, recall: 0.6479, relative_absolute_error: 0.6242, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3281, root_relative_squared_error: 1.0349, scimark_benchmark: 940.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4678, build_cpu_time: 0.0093, build_memory: 360656721.9155, f_measure: 0.4264, kappa: -0.0273, kb_relative_information_score: -2.652, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3869, predictive_accuracy: 0.493, prior_entropy: 1.9094, recall: 0.493, relative_absolute_error: 1.107, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3441, root_relative_squared_error: 1.0854, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4678, build_cpu_time: 0.0091, build_memory: 736854161.9155, f_measure: 0.4264, kappa: -0.0273, kb_relative_information_score: -2.652, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3869, predictive_accuracy: 0.493, prior_entropy: 1.9094, recall: 0.493, relative_absolute_error: 1.107, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3441, root_relative_squared_error: 1.0854, scimark_benchmark: 940.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4678, build_cpu_time: 0.0141, build_memory: 87103256.7887, f_measure: 0.4264, kappa: -0.0273, kb_relative_information_score: -2.652, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3869, predictive_accuracy: 0.493, prior_entropy: 1.9094, recall: 0.493, relative_absolute_error: 1.107, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3441, root_relative_squared_error: 1.0854, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4678, build_cpu_time: 0.0133, build_memory: 103776727.4366, f_measure: 0.4264, kappa: -0.0273, kb_relative_information_score: -2.652, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3869, predictive_accuracy: 0.493, prior_entropy: 1.9094, recall: 0.493, relative_absolute_error: 1.107, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3441, root_relative_squared_error: 1.0854, scimark_benchmark: 926.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4678, build_cpu_time: 0.0121, build_memory: 178041176.1127, f_measure: 0.4264, kappa: -0.0273, kb_relative_information_score: -2.652, mean_absolute_error: 0.2286, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3869, predictive_accuracy: 0.493, prior_entropy: 1.9094, recall: 0.493, relative_absolute_error: 1.107, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3441, root_relative_squared_error: 1.0854, scimark_benchmark: 940.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, build_cpu_time: 0.0058, build_memory: 631532749.7465, f_measure: 0.4888, kappa: 0.1628, kb_relative_information_score: 14.9989, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5078, predictive_accuracy: 0.4789, prior_entropy: 1.9094, recall: 0.4789, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.3148, scimark_benchmark: 947.5446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, build_cpu_time: 0.0059, build_memory: 1523898592.338, f_measure: 0.4888, kappa: 0.1628, kb_relative_information_score: 14.9989, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5078, predictive_accuracy: 0.4789, prior_entropy: 1.9094, recall: 0.4789, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.3148, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, build_cpu_time: 0.0016, build_memory: 177505050.4789, f_measure: 0.4888, kappa: 0.1628, kb_relative_information_score: 14.9989, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5078, predictive_accuracy: 0.4789, prior_entropy: 1.9094, recall: 0.4789, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.3148, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, build_cpu_time: 0.0018, build_memory: 1584535025.5775, f_measure: 0.4888, kappa: 0.1628, kb_relative_information_score: 14.9989, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5078, predictive_accuracy: 0.4789, prior_entropy: 1.9094, recall: 0.4789, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.3148, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5816, build_cpu_time: 0.001, build_memory: 1140882606.4225, f_measure: 0.4888, kappa: 0.1628, kb_relative_information_score: 14.9989, mean_absolute_error: 0.1737, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5078, predictive_accuracy: 0.4789, prior_entropy: 1.9094, recall: 0.4789, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.4168, root_relative_squared_error: 1.3148, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, build_cpu_time: 0.0503, build_memory: 994892705.9155, f_measure: 0.6566, kappa: 0.4095, kb_relative_information_score: 23.5125, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6745, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8891, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, build_cpu_time: 0.0536, build_memory: 2259016159.0986, f_measure: 0.6566, kappa: 0.4095, kb_relative_information_score: 23.5125, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6745, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8891, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, build_cpu_time: 0.0429, build_memory: 1628495779.493, f_measure: 0.6566, kappa: 0.4095, kb_relative_information_score: 23.5125, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6745, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8891, scimark_benchmark: 872.1114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, build_cpu_time: 0.0384, build_memory: 1462213259.0423, f_measure: 0.6566, kappa: 0.4095, kb_relative_information_score: 23.5125, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6745, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8891, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7797, build_cpu_time: 0.0789, build_memory: 2148953218.1408, f_measure: 0.6566, kappa: 0.4095, kb_relative_information_score: 23.5125, mean_absolute_error: 0.1633, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6745, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.7909, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.2818, root_relative_squared_error: 0.8891, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, build_cpu_time: 0.008, build_memory: 309152937.5775, f_measure: 0.4505, kappa: 0.0344, kb_relative_information_score: -3.9749, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3884, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1632, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3343, root_relative_squared_error: 1.0545, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, build_cpu_time: 0.006, build_memory: 1060864838.0845, f_measure: 0.4505, kappa: 0.0344, kb_relative_information_score: -3.9749, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3884, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1632, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3343, root_relative_squared_error: 1.0545, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, build_cpu_time: 0.0092, build_memory: 561308865.9155, f_measure: 0.4505, kappa: 0.0344, kb_relative_information_score: -3.9749, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3884, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1632, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3343, root_relative_squared_error: 1.0545, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, build_cpu_time: 0.0077, build_memory: 1636385035.9437, f_measure: 0.4505, kappa: 0.0344, kb_relative_information_score: -3.9749, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3884, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1632, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3343, root_relative_squared_error: 1.0545, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5946, build_cpu_time: 0.0056, build_memory: 697648241.9155, f_measure: 0.4505, kappa: 0.0344, kb_relative_information_score: -3.9749, mean_absolute_error: 0.2402, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.3884, predictive_accuracy: 0.5493, prior_entropy: 1.9094, recall: 0.5493, relative_absolute_error: 1.1632, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3343, root_relative_squared_error: 1.0545, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6215, build_cpu_time: 0.098, build_memory: 551721900.7324, f_measure: 0.5597, kappa: 0.2741, kb_relative_information_score: 15.9463, mean_absolute_error: 0.1747, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5589, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.8459, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3512, root_relative_squared_error: 1.1079, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, build_cpu_time: 0.1104, build_memory: 1042903300.169, f_measure: 0.5597, kappa: 0.2741, kb_relative_information_score: 15.5538, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5589, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3538, root_relative_squared_error: 1.116, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, build_cpu_time: 0.1139, build_memory: 1267629118.3099, f_measure: 0.5597, kappa: 0.2741, kb_relative_information_score: 15.5538, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5589, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3538, root_relative_squared_error: 1.116, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, build_cpu_time: 0.1079, build_memory: 678756348.0563, f_measure: 0.5597, kappa: 0.2741, kb_relative_information_score: 15.5538, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5589, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3538, root_relative_squared_error: 1.116, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6223, build_cpu_time: 0.114, build_memory: 622600884.169, f_measure: 0.5597, kappa: 0.2741, kb_relative_information_score: 15.5538, mean_absolute_error: 0.1754, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5589, predictive_accuracy: 0.5634, prior_entropy: 1.9094, recall: 0.5634, relative_absolute_error: 0.8496, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3538, root_relative_squared_error: 1.116, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6649, build_cpu_time: 1.9576, build_memory: 25635010.4789, f_measure: 0.5751, kappa: 0.2721, kb_relative_information_score: 19.863, mean_absolute_error: 0.1533, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5693, predictive_accuracy: 0.6056, prior_entropy: 1.9094, recall: 0.6056, relative_absolute_error: 0.7422, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3269, root_relative_squared_error: 1.0314, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7153, build_cpu_time: 3.1309, build_memory: 963064647.0986, f_measure: 0.5633, kappa: 0.2561, kb_relative_information_score: 22.4207, mean_absolute_error: 0.1412, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5558, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 0.6837, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3181, root_relative_squared_error: 1.0035, scimark_benchmark: 943.8134,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7219, build_cpu_time: 3.9702, build_memory: 738643394.7042, f_measure: 0.5805, kappa: 0.2818, kb_relative_information_score: 23.8451, mean_absolute_error: 0.1339, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.578, predictive_accuracy: 0.6056, prior_entropy: 1.9094, recall: 0.6056, relative_absolute_error: 0.6484, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3192, root_relative_squared_error: 1.0068, scimark_benchmark: 939.8137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7269, build_cpu_time: 5.0064, build_memory: 47612791.5493, f_measure: 0.5805, kappa: 0.2818, kb_relative_information_score: 23.7763, mean_absolute_error: 0.1343, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.578, predictive_accuracy: 0.6056, prior_entropy: 1.9094, recall: 0.6056, relative_absolute_error: 0.6501, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3194, root_relative_squared_error: 1.0075, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7236, build_cpu_time: 5.3577, build_memory: 1998363379.9437, f_measure: 0.5658, kappa: 0.2458, kb_relative_information_score: 23.114, mean_absolute_error: 0.1365, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5626, predictive_accuracy: 0.5915, prior_entropy: 1.9094, recall: 0.5915, relative_absolute_error: 0.6608, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3223, root_relative_squared_error: 1.0169, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7615, build_cpu_time: 31.6945, build_memory: 872724135.2113, f_measure: 0.6779, kappa: 0.4732, kb_relative_information_score: 33.8269, mean_absolute_error: 0.108, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6825, predictive_accuracy: 0.6761, prior_entropy: 1.9094, recall: 0.6761, relative_absolute_error: 0.5228, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3286, root_relative_squared_error: 1.0365, scimark_benchmark: 938.6131,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, build_cpu_time: 16.1045, build_memory: 287212263.0986, f_measure: 0.6877, kappa: 0.4858, kb_relative_information_score: 34.3578, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6864, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.5016, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3213, root_relative_squared_error: 1.0137, scimark_benchmark: 936.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7706, build_cpu_time: 7.6785, build_memory: 490146067.2676, f_measure: 0.6923, kappa: 0.4961, kb_relative_information_score: 35.1689, mean_absolute_error: 0.1022, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6973, predictive_accuracy: 0.6901, prior_entropy: 1.9094, recall: 0.6901, relative_absolute_error: 0.4947, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3143, root_relative_squared_error: 0.9915, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7802, build_cpu_time: 3.7679, build_memory: 140473312.4507, f_measure: 0.6495, kappa: 0.422, kb_relative_information_score: 31.2798, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6526, predictive_accuracy: 0.6479, prior_entropy: 1.9094, recall: 0.6479, relative_absolute_error: 0.5682, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3301, root_relative_squared_error: 1.0415, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7603, build_cpu_time: 1.9929, build_memory: 1030826723.7183, f_measure: 0.6341, kappa: 0.4001, kb_relative_information_score: 30.3637, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6378, predictive_accuracy: 0.6338, prior_entropy: 1.9094, recall: 0.6338, relative_absolute_error: 0.5867, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3332, root_relative_squared_error: 1.0512, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7315, build_cpu_time: 2.8295, build_memory: 896990563.7183, f_measure: 0.6484, kappa: 0.3943, kb_relative_information_score: 28.294, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6483, predictive_accuracy: 0.6761, prior_entropy: 1.9094, recall: 0.6761, relative_absolute_error: 0.581, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3334, root_relative_squared_error: 1.0519, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7109, build_cpu_time: 4.9586, build_memory: 1302384173.0704, f_measure: 0.635, kappa: 0.3754, kb_relative_information_score: 28.7365, mean_absolute_error: 0.1128, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6314, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.5464, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3311, root_relative_squared_error: 1.0447, scimark_benchmark: 932.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.69, build_cpu_time: 9.9163, build_memory: 415963711.4366, f_measure: 0.6357, kappa: 0.3767, kb_relative_information_score: 29.1706, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6331, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.5456, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3341, root_relative_squared_error: 1.0538, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6592, build_cpu_time: 1.0244, build_memory: 1238310972.8451, f_measure: 0.5561, kappa: 0.1889, kb_relative_information_score: 22.1901, mean_absolute_error: 0.1363, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5876, predictive_accuracy: 0.5775, prior_entropy: 1.9094, recall: 0.5775, relative_absolute_error: 0.6598, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3619, root_relative_squared_error: 1.1418, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6537, build_cpu_time: 0.8019, build_memory: 571349135.7746, f_measure: 0.5561, kappa: 0.1889, kb_relative_information_score: 22.3281, mean_absolute_error: 0.1356, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5876, predictive_accuracy: 0.5775, prior_entropy: 1.9094, recall: 0.5775, relative_absolute_error: 0.6565, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3598, root_relative_squared_error: 1.135, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.699, build_cpu_time: 0.5659, build_memory: 409115403.3803, f_measure: 0.6022, kappa: 0.2785, kb_relative_information_score: 24.7983, mean_absolute_error: 0.1281, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6283, predictive_accuracy: 0.6197, prior_entropy: 1.9094, recall: 0.6197, relative_absolute_error: 0.6204, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3498, root_relative_squared_error: 1.1035, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6735, build_cpu_time: 0.1529, build_memory: 1152425662.0845, f_measure: 0.6208, kappa: 0.3228, kb_relative_information_score: 24.7395, mean_absolute_error: 0.1323, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6375, predictive_accuracy: 0.6338, prior_entropy: 1.9094, recall: 0.6338, relative_absolute_error: 0.6405, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3387, root_relative_squared_error: 1.0684, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7432, build_cpu_time: 0.1062, build_memory: 1010443305.9155, f_measure: 0.642, kappa: 0.3991, kb_relative_information_score: 29.8019, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6438, predictive_accuracy: 0.6479, prior_entropy: 1.9094, recall: 0.6479, relative_absolute_error: 0.5728, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3254, root_relative_squared_error: 1.0267, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7453, build_cpu_time: 0.1483, build_memory: 110554106.0282, f_measure: 0.5712, kappa: 0.2755, kb_relative_information_score: 25.6222, mean_absolute_error: 0.1262, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5555, predictive_accuracy: 0.6056, prior_entropy: 1.9094, recall: 0.6056, relative_absolute_error: 0.6112, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3429, root_relative_squared_error: 1.0818, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7365, build_cpu_time: 0.3605, build_memory: 1028202369.9155, f_measure: 0.6556, kappa: 0.4232, kb_relative_information_score: 30.1953, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.657, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.5556, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3349, root_relative_squared_error: 1.0566, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7261, build_cpu_time: 0.6301, build_memory: 810634061.0704, f_measure: 0.6556, kappa: 0.4232, kb_relative_information_score: 31.2977, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.657, predictive_accuracy: 0.662, prior_entropy: 1.9094, recall: 0.662, relative_absolute_error: 0.5485, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3325, root_relative_squared_error: 1.049, scimark_benchmark: 908.2898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6977, build_cpu_time: 1.1364, build_memory: 503121028.2817, f_measure: 0.6144, kappa: 0.3615, kb_relative_information_score: 27.9347, mean_absolute_error: 0.1215, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.6099, predictive_accuracy: 0.6338, prior_entropy: 1.9094, recall: 0.6338, relative_absolute_error: 0.5884, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3479, root_relative_squared_error: 1.0975, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6508, build_cpu_time: 0.0115, build_memory: 242168282.5915, f_measure: 0.5828, kappa: 0.3208, kb_relative_information_score: 23.4968, mean_absolute_error: 0.1526, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5998, predictive_accuracy: 0.5775, prior_entropy: 1.9094, recall: 0.5775, relative_absolute_error: 0.739, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3602, root_relative_squared_error: 1.1365, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6508, build_cpu_time: 0.0097, build_memory: 211501841.9155, f_measure: 0.5828, kappa: 0.3208, kb_relative_information_score: 23.4968, mean_absolute_error: 0.1526, mean_prior_absolute_error: 0.2065, number_of_instances: 71, precision: 0.5998, predictive_accuracy: 0.5775, prior_entropy: 1.9094, recall: 0.5775, relative_absolute_error: 0.739, root_mean_prior_squared_error: 0.317, root_mean_squared_error: 0.3602, root_relative_squared_error: 1.1365, scimark_benchmark: 936.1433,

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