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_broadwaymult

Supervised Classification on analcatdata_broadwaymult

Task 3544 Supervised Classification analcatdata_broadwaymult 364 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:

364 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6086, f_measure: 0.3462, kappa: 0.1238, kb_relative_information_score: 65.2371, mean_absolute_error: 0.1999, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3671, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.9074, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3513, root_relative_squared_error: 1.06, scimark_benchmark: 854.5188, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5706, f_measure: 0.2425, kb_relative_information_score: 18.4973, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 1.0323, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3376, root_relative_squared_error: 1.0187, scimark_benchmark: 887.6719, usercpu_time_millis: 460, usercpu_time_millis_testing: 320, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7678, f_measure: 0.5341, kappa: 0.4163, kb_relative_information_score: 55.7192, mean_absolute_error: 0.2177, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5182, predictive_accuracy: 0.5684, prior_entropy: 2.4897, recall: 0.5684, relative_absolute_error: 0.9881, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3222, root_relative_squared_error: 0.972, scimark_benchmark: 933.3136, usercpu_time_millis: 130, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7863, f_measure: 0.5402, kappa: 0.4108, kb_relative_information_score: 96.5372, mean_absolute_error: 0.165, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5371, predictive_accuracy: 0.5719, prior_entropy: 2.4897, recall: 0.5719, relative_absolute_error: 0.7488, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.298, root_relative_squared_error: 0.8992, scimark_benchmark: 938.343, usercpu_time_millis: 580, usercpu_time_millis_training: 580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6264, f_measure: 0.4106, kappa: 0.2301, kb_relative_information_score: 72.539, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4058, predictive_accuracy: 0.4246, prior_entropy: 2.4897, recall: 0.4246, relative_absolute_error: 0.7463, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.4055, root_relative_squared_error: 1.2234, scimark_benchmark: 1331.6907, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.765, f_measure: 0.4517, kappa: 0.3102, kb_relative_information_score: 76.8754, mean_absolute_error: 0.1849, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4535, predictive_accuracy: 0.5018, prior_entropy: 2.4897, recall: 0.5018, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3048, root_relative_squared_error: 0.9195, scimark_benchmark: 1319.6463, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6466, f_measure: 0.3163, kappa: 0.0907, kb_relative_information_score: 44.6413, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2892, predictive_accuracy: 0.3719, prior_entropy: 2.4897, recall: 0.3719, relative_absolute_error: 0.9351, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3324, root_relative_squared_error: 1.0029, scimark_benchmark: 1280.6952, usercpu_time_millis: 60, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6462, f_measure: 0.3734, kappa: 0.185, kb_relative_information_score: 65.138, mean_absolute_error: 0.192, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3562, predictive_accuracy: 0.3965, prior_entropy: 2.4897, recall: 0.3965, relative_absolute_error: 0.8714, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3544, root_relative_squared_error: 1.0692, scimark_benchmark: 1346.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.2425, kb_relative_information_score: 1.1307, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 1319.9043, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 65.5238, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9324, scimark_benchmark: 1336.3256, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5117, f_measure: 0.241, kappa: 0.0362, kb_relative_information_score: 28.1984, mean_absolute_error: 0.2175, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2469, predictive_accuracy: 0.2386, prior_entropy: 2.4897, recall: 0.2386, relative_absolute_error: 0.9875, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.4664, root_relative_squared_error: 1.4072, scimark_benchmark: 1359.379, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.2829, kappa: 0.0183, kb_relative_information_score: 39.1901, mean_absolute_error: 0.1945, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3124, predictive_accuracy: 0.3193, prior_entropy: 2.4897, recall: 0.3193, relative_absolute_error: 0.8828, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.441, root_relative_squared_error: 1.3305, scimark_benchmark: 1339.4189, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8292, f_measure: 0.689, kappa: 0.6065, kb_relative_information_score: 161.88, mean_absolute_error: 0.1053, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.6802, predictive_accuracy: 0.7018, prior_entropy: 2.4897, recall: 0.7018, relative_absolute_error: 0.4778, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.2718, root_relative_squared_error: 0.8201, scimark_benchmark: 902.4773, usercpu_time_millis: 90210, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 90150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7196, f_measure: 0.3784, kappa: 0.2465, kb_relative_information_score: 70.1383, mean_absolute_error: 0.1824, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4324, predictive_accuracy: 0.4211, prior_entropy: 2.4897, recall: 0.4211, relative_absolute_error: 0.8281, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3229, root_relative_squared_error: 0.9741, scimark_benchmark: 1339.4189,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4746, f_measure: 0.2412, kappa: -0.0255, kb_relative_information_score: 32.0425, mean_absolute_error: 0.2035, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2136, predictive_accuracy: 0.2877, prior_entropy: 2.4897, recall: 0.2877, relative_absolute_error: 0.9238, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.4511, root_relative_squared_error: 1.3611, scimark_benchmark: 1351.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6488, f_measure: 0.4412, kappa: 0.2807, kb_relative_information_score: 87.5157, mean_absolute_error: 0.1524, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4331, predictive_accuracy: 0.4667, prior_entropy: 2.4897, recall: 0.4667, relative_absolute_error: 0.6917, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3904, root_relative_squared_error: 1.1777, scimark_benchmark: 1505.597, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.2425, kb_relative_information_score: 0.4879, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 1503.3362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.694, f_measure: 0.444, kappa: 0.2882, kb_relative_information_score: 78.0667, mean_absolute_error: 0.1757, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4284, predictive_accuracy: 0.4772, prior_entropy: 2.4897, recall: 0.4772, relative_absolute_error: 0.7978, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3383, root_relative_squared_error: 1.0207, scimark_benchmark: 1384.4418,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 942.6953, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 926.6717, usercpu_time_millis: 30, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 936.7115, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 65.5238, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9324, scimark_benchmark: 894.7455, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 65.5238, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9324, scimark_benchmark: 943.2817, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 65.5238, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9324, scimark_benchmark: 911.3823,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 65.5238, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9324, scimark_benchmark: 922.9039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 65.5238, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9324, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.699, f_measure: 0.4415, kappa: 0.2639, kb_relative_information_score: 82.5964, mean_absolute_error: 0.171, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4473, predictive_accuracy: 0.4386, prior_entropy: 2.4897, recall: 0.4386, relative_absolute_error: 0.776, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3706, root_relative_squared_error: 1.1181, scimark_benchmark: 945.6434, usercpu_time_millis: 310, usercpu_time_millis_training: 310,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, f_measure: 0.4629, kappa: 0.2909, kb_relative_information_score: 92.4667, mean_absolute_error: 0.1621, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4692, predictive_accuracy: 0.4596, prior_entropy: 2.4897, recall: 0.4596, relative_absolute_error: 0.7357, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3407, root_relative_squared_error: 1.0279, scimark_benchmark: 938.2848, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, f_measure: 0.5055, kappa: 0.351, kb_relative_information_score: 101.4792, mean_absolute_error: 0.1562, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5116, predictive_accuracy: 0.5193, prior_entropy: 2.4897, recall: 0.5193, relative_absolute_error: 0.7092, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3149, root_relative_squared_error: 0.9501, scimark_benchmark: 924.6116, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7907, f_measure: 0.5266, kappa: 0.3881, kb_relative_information_score: 102.6584, mean_absolute_error: 0.1595, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5178, predictive_accuracy: 0.5474, prior_entropy: 2.4897, recall: 0.5474, relative_absolute_error: 0.7238, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3026, root_relative_squared_error: 0.9129, scimark_benchmark: 902.4773, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7961, f_measure: 0.485, kappa: 0.3504, kb_relative_information_score: 93.467, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4738, predictive_accuracy: 0.5298, prior_entropy: 2.4897, recall: 0.5298, relative_absolute_error: 0.7612, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.298, root_relative_squared_error: 0.8992, scimark_benchmark: 902.4773, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.2425, kb_relative_information_score: 0.4879, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 932.3943,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6602, f_measure: 0.3185, kappa: 0.0894, kb_relative_information_score: 52.0431, mean_absolute_error: 0.2021, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3023, predictive_accuracy: 0.3649, prior_entropy: 2.4897, recall: 0.3649, relative_absolute_error: 0.9172, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3352, root_relative_squared_error: 1.0112, scimark_benchmark: 902.4773, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, f_measure: 0.2425, kb_relative_information_score: 0.4879, mean_absolute_error: 0.2204, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 910.8389,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7877, f_measure: 0.4781, kappa: 0.3469, kb_relative_information_score: 89.8947, mean_absolute_error: 0.1726, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.509, predictive_accuracy: 0.5298, prior_entropy: 2.4897, recall: 0.5298, relative_absolute_error: 0.7837, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.295, root_relative_squared_error: 0.8901, scimark_benchmark: 947.9494, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.2425, kb_relative_information_score: 50.8642, mean_absolute_error: 0.1674, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.7599, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.4092, root_relative_squared_error: 1.2345, scimark_benchmark: 947.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7678, f_measure: 0.4253, kappa: 0.3005, kb_relative_information_score: 70.2853, mean_absolute_error: 0.1862, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3984, predictive_accuracy: 0.5053, prior_entropy: 2.4897, recall: 0.5053, relative_absolute_error: 0.8454, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.9157, scimark_benchmark: 904.3001, usercpu_time_millis: 60, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5916, f_measure: 0.3028, kappa: 0.0817, kb_relative_information_score: 34.2017, mean_absolute_error: 0.219, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2786, predictive_accuracy: 0.3404, prior_entropy: 2.4897, recall: 0.3404, relative_absolute_error: 0.9943, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3375, root_relative_squared_error: 1.0183, scimark_benchmark: 933.8635, usercpu_time_millis: 270, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7224, f_measure: 0.3593, kappa: 0.2747, kb_relative_information_score: 54.8964, mean_absolute_error: 0.1975, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2826, predictive_accuracy: 0.5053, prior_entropy: 2.4897, recall: 0.5053, relative_absolute_error: 0.8964, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3104, root_relative_squared_error: 0.9364, scimark_benchmark: 901.0726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.399, kappa: 0.2325, kb_relative_information_score: 74.0111, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3883, predictive_accuracy: 0.4386, prior_entropy: 2.4897, recall: 0.4386, relative_absolute_error: 0.7696, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3693, root_relative_squared_error: 1.1142, scimark_benchmark: 945.3151, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, f_measure: 0.399, kappa: 0.2325, kb_relative_information_score: 74.0111, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3883, predictive_accuracy: 0.4386, prior_entropy: 2.4897, recall: 0.4386, relative_absolute_error: 0.7696, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3693, root_relative_squared_error: 1.1142, scimark_benchmark: 1109.8407, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7666, f_measure: 0.4965, kappa: 0.3422, kb_relative_information_score: 105.7439, mean_absolute_error: 0.1556, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4998, predictive_accuracy: 0.5053, prior_entropy: 2.4897, recall: 0.5053, relative_absolute_error: 0.7063, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3252, root_relative_squared_error: 0.9811, scimark_benchmark: 868.2731, usercpu_time_millis: 3050, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 3040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5811, f_measure: 0.2864, kappa: 0.0754, kb_relative_information_score: 38.3273, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2646, predictive_accuracy: 0.3123, prior_entropy: 2.4897, recall: 0.3123, relative_absolute_error: 0.9531, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.396, root_relative_squared_error: 1.1947, scimark_benchmark: 915.2795,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5706, f_measure: 0.2425, kb_relative_information_score: 18.4973, mean_absolute_error: 0.2274, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 1.0323, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3376, root_relative_squared_error: 1.0187, scimark_benchmark: 947.0793, usercpu_time_millis: 470, usercpu_time_millis_testing: 340, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 1.7238, build_memory: 793704077.2772, f_measure: 0.5022, kappa: 0.3585, kb_relative_information_score: 111.6993, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4901, predictive_accuracy: 0.5263, prior_entropy: 2.4897, recall: 0.5263, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3412, root_relative_squared_error: 1.0294, scimark_benchmark: 937.1392,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 1.5102, build_memory: 1045438978.8912, f_measure: 0.5022, kappa: 0.3585, kb_relative_information_score: 111.6993, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4901, predictive_accuracy: 0.5263, prior_entropy: 2.4897, recall: 0.5263, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3412, root_relative_squared_error: 1.0294, scimark_benchmark: 929.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 1.7612, build_memory: 1756962815.214, f_measure: 0.5022, kappa: 0.3585, kb_relative_information_score: 111.6993, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4901, predictive_accuracy: 0.5263, prior_entropy: 2.4897, recall: 0.5263, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3412, root_relative_squared_error: 1.0294, scimark_benchmark: 926.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7592, build_cpu_time: 1.2982, build_memory: 640697157.4175, f_measure: 0.5158, kappa: 0.3804, kb_relative_information_score: 114.8871, mean_absolute_error: 0.1373, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5026, predictive_accuracy: 0.5404, prior_entropy: 2.4897, recall: 0.5404, relative_absolute_error: 0.6231, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3362, root_relative_squared_error: 1.0144, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, build_cpu_time: 0.0018, build_memory: 483000620.1825, f_measure: 0.2425, kb_relative_information_score: 1.1307, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, build_cpu_time: 0.0018, build_memory: 1282601019.4526, f_measure: 0.2425, kb_relative_information_score: 1.1307, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 941.7891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, build_cpu_time: 0.0021, build_memory: 472220333.7544, f_measure: 0.2425, kb_relative_information_score: 1.1307, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, build_cpu_time: 0.0024, build_memory: 714392574.0912, f_measure: 0.2425, kb_relative_information_score: 1.1307, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 920.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.473, build_cpu_time: 0.0041, build_memory: 959381338.7509, f_measure: 0.2425, kb_relative_information_score: 1.1307, mean_absolute_error: 0.2197, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.1714, predictive_accuracy: 0.414, prior_entropy: 2.4897, recall: 0.414, relative_absolute_error: 0.9975, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3315, root_relative_squared_error: 1.0002, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, build_cpu_time: 0.0061, build_memory: 887344486.0912, f_measure: 0.4283, kappa: 0.2785, kb_relative_information_score: 76.137, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4071, predictive_accuracy: 0.4737, prior_entropy: 2.4897, recall: 0.4737, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3358, root_relative_squared_error: 1.0132, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, build_cpu_time: 0.0539, build_memory: 25579833.1509, f_measure: 0.4283, kappa: 0.2785, kb_relative_information_score: 76.137, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4071, predictive_accuracy: 0.4737, prior_entropy: 2.4897, recall: 0.4737, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3358, root_relative_squared_error: 1.0132, scimark_benchmark: 874.2668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, build_cpu_time: 0.0031, build_memory: 1993928183.1298, f_measure: 0.4283, kappa: 0.2785, kb_relative_information_score: 76.137, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4071, predictive_accuracy: 0.4737, prior_entropy: 2.4897, recall: 0.4737, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3358, root_relative_squared_error: 1.0132, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, build_cpu_time: 0.0025, build_memory: 2445686397.7544, f_measure: 0.4283, kappa: 0.2785, kb_relative_information_score: 76.137, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4071, predictive_accuracy: 0.4737, prior_entropy: 2.4897, recall: 0.4737, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3358, root_relative_squared_error: 1.0132, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6865, build_cpu_time: 0.0022, build_memory: 1670342372.4351, f_measure: 0.4283, kappa: 0.2785, kb_relative_information_score: 76.137, mean_absolute_error: 0.1799, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4071, predictive_accuracy: 0.4737, prior_entropy: 2.4897, recall: 0.4737, relative_absolute_error: 0.8165, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3358, root_relative_squared_error: 1.0132, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, build_cpu_time: 0.0721, build_memory: 72826790.8211, f_measure: 0.2942, kappa: 0.0565, kb_relative_information_score: 44.487, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2682, predictive_accuracy: 0.3509, prior_entropy: 2.4897, recall: 0.3509, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3327, root_relative_squared_error: 1.0039, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, build_cpu_time: 0.1013, build_memory: 33898757.0526, f_measure: 0.2942, kappa: 0.0565, kb_relative_information_score: 44.487, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2682, predictive_accuracy: 0.3509, prior_entropy: 2.4897, recall: 0.3509, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3327, root_relative_squared_error: 1.0039, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, build_cpu_time: 0.1046, build_memory: 82664884.4351, f_measure: 0.2942, kappa: 0.0565, kb_relative_information_score: 44.487, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2682, predictive_accuracy: 0.3509, prior_entropy: 2.4897, recall: 0.3509, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3327, root_relative_squared_error: 1.0039, scimark_benchmark: 920.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, build_cpu_time: 0.0977, build_memory: 66150763.2281, f_measure: 0.2942, kappa: 0.0565, kb_relative_information_score: 44.487, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2682, predictive_accuracy: 0.3509, prior_entropy: 2.4897, recall: 0.3509, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3327, root_relative_squared_error: 1.0039, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6518, build_cpu_time: 0.0775, build_memory: 64788137.0386, f_measure: 0.2942, kappa: 0.0565, kb_relative_information_score: 44.487, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2682, predictive_accuracy: 0.3509, prior_entropy: 2.4897, recall: 0.3509, relative_absolute_error: 0.9358, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3327, root_relative_squared_error: 1.0039, scimark_benchmark: 941.6106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, build_cpu_time: 0.0036, build_memory: 978171717.8105, f_measure: 0.251, kappa: -0.0171, kb_relative_information_score: 17.3855, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2498, predictive_accuracy: 0.2667, prior_entropy: 2.4897, recall: 0.2667, relative_absolute_error: 1.0468, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3953, root_relative_squared_error: 1.1928, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, build_cpu_time: 0.0039, build_memory: 1093685227.3404, f_measure: 0.251, kappa: -0.0171, kb_relative_information_score: 17.3855, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2498, predictive_accuracy: 0.2667, prior_entropy: 2.4897, recall: 0.2667, relative_absolute_error: 1.0468, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3953, root_relative_squared_error: 1.1928, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, build_cpu_time: 0.0033, build_memory: 227753177.207, f_measure: 0.251, kappa: -0.0171, kb_relative_information_score: 17.3855, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2498, predictive_accuracy: 0.2667, prior_entropy: 2.4897, recall: 0.2667, relative_absolute_error: 1.0468, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3953, root_relative_squared_error: 1.1928, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, build_cpu_time: 0.002, build_memory: 813213824.5614, f_measure: 0.251, kappa: -0.0171, kb_relative_information_score: 17.3855, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2498, predictive_accuracy: 0.2667, prior_entropy: 2.4897, recall: 0.2667, relative_absolute_error: 1.0468, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3953, root_relative_squared_error: 1.1928, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4671, build_cpu_time: 0.0018, build_memory: 587419173.4737, f_measure: 0.251, kappa: -0.0171, kb_relative_information_score: 17.3855, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2498, predictive_accuracy: 0.2667, prior_entropy: 2.4897, recall: 0.2667, relative_absolute_error: 1.0468, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3953, root_relative_squared_error: 1.1928, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, build_cpu_time: 0.0194, build_memory: 526643159.8035, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, build_cpu_time: 0.0188, build_memory: 358667180.5474, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, build_cpu_time: 0.0193, build_memory: 883152041.0386, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, build_cpu_time: 0.0212, build_memory: 585793591.6632, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7342, build_cpu_time: 0.0213, build_memory: 1764923808.3088, f_measure: 0.508, kappa: 0.3676, kb_relative_information_score: 71.3728, mean_absolute_error: 0.1889, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5024, predictive_accuracy: 0.5158, prior_entropy: 2.4897, recall: 0.5158, relative_absolute_error: 0.8573, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3101, root_relative_squared_error: 0.9356, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, build_cpu_time: 0.3989, build_memory: 623337195.7895, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 50.7264, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9636, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, build_cpu_time: 0.4568, build_memory: 810321797.6421, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 50.7264, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9636, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, build_cpu_time: 0.3767, build_memory: 435335928.3649, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 50.7264, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9636, scimark_benchmark: 943.6487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, build_cpu_time: 0.4464, build_memory: 38358324.4351, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 50.7264, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9636, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7176, build_cpu_time: 0.4419, build_memory: 1116126719.4386, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 50.7264, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.9335, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3194, root_relative_squared_error: 0.9636, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.657, build_cpu_time: 174.324, build_memory: 2573170263.1298, f_measure: 0.455, kappa: 0.274, kb_relative_information_score: 90.1478, mean_absolute_error: 0.1536, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4835, predictive_accuracy: 0.4632, prior_entropy: 2.4897, recall: 0.4632, relative_absolute_error: 0.6972, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3898, root_relative_squared_error: 1.176, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6771, build_cpu_time: 86.8943, build_memory: 1132544426.9193, f_measure: 0.455, kappa: 0.2797, kb_relative_information_score: 90.4797, mean_absolute_error: 0.1531, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.47, predictive_accuracy: 0.4667, prior_entropy: 2.4897, recall: 0.4667, relative_absolute_error: 0.6951, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3872, root_relative_squared_error: 1.1683, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7016, build_cpu_time: 43.9713, build_memory: 1195855185.2351, f_measure: 0.4631, kappa: 0.2843, kb_relative_information_score: 92.5752, mean_absolute_error: 0.1521, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4812, predictive_accuracy: 0.4667, prior_entropy: 2.4897, recall: 0.4667, relative_absolute_error: 0.6906, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.384, root_relative_squared_error: 1.1587, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7388, build_cpu_time: 28.0872, build_memory: 259743844.0702, f_measure: 0.4704, kappa: 0.293, kb_relative_information_score: 95.8336, mean_absolute_error: 0.1508, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4824, predictive_accuracy: 0.4737, prior_entropy: 2.4897, recall: 0.4737, relative_absolute_error: 0.6844, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.375, root_relative_squared_error: 1.1313, scimark_benchmark: 937.9603,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7584, build_cpu_time: 11.1264, build_memory: 1031694615.2702, f_measure: 0.4963, kappa: 0.3353, kb_relative_information_score: 105.7853, mean_absolute_error: 0.1436, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.5013, predictive_accuracy: 0.5123, prior_entropy: 2.4897, recall: 0.5123, relative_absolute_error: 0.6516, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3493, root_relative_squared_error: 1.0538, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, build_cpu_time: 0.6816, build_memory: 612391124.5754, f_measure: 0.4883, kappa: 0.3625, kb_relative_information_score: 49.0964, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4875, predictive_accuracy: 0.5228, prior_entropy: 2.4897, recall: 0.5228, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9844, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, build_cpu_time: 0.8446, build_memory: 1472398023.2702, f_measure: 0.4883, kappa: 0.3625, kb_relative_information_score: 49.0964, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4875, predictive_accuracy: 0.5228, prior_entropy: 2.4897, recall: 0.5228, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9844, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, build_cpu_time: 0.7665, build_memory: 582818794.6947, f_measure: 0.4883, kappa: 0.3625, kb_relative_information_score: 49.0964, mean_absolute_error: 0.2062, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4875, predictive_accuracy: 0.5228, prior_entropy: 2.4897, recall: 0.5228, relative_absolute_error: 0.936, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3263, root_relative_squared_error: 0.9844, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5826, build_cpu_time: 0.0512, build_memory: 825006687.7754, f_measure: 0.3369, kappa: 0.1347, kb_relative_information_score: 23.9793, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3958, predictive_accuracy: 0.4351, prior_entropy: 2.4897, recall: 0.4351, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3426, root_relative_squared_error: 1.0338, scimark_benchmark: 914.1182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5826, build_cpu_time: 0.0769, build_memory: 1135293492.014, f_measure: 0.3369, kappa: 0.1347, kb_relative_information_score: 23.9793, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3958, predictive_accuracy: 0.4351, prior_entropy: 2.4897, recall: 0.4351, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3426, root_relative_squared_error: 1.0338, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5826, build_cpu_time: 0.047, build_memory: 1341817260.2105, f_measure: 0.3369, kappa: 0.1347, kb_relative_information_score: 23.9793, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3958, predictive_accuracy: 0.4351, prior_entropy: 2.4897, recall: 0.4351, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3426, root_relative_squared_error: 1.0338, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5826, build_cpu_time: 0.0496, build_memory: 978460614.9333, f_measure: 0.3369, kappa: 0.1347, kb_relative_information_score: 23.9793, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3958, predictive_accuracy: 0.4351, prior_entropy: 2.4897, recall: 0.4351, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3426, root_relative_squared_error: 1.0338, scimark_benchmark: 906.6607,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5826, build_cpu_time: 0.0664, build_memory: 639793997.7544, f_measure: 0.3369, kappa: 0.1347, kb_relative_information_score: 23.9793, mean_absolute_error: 0.2203, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3958, predictive_accuracy: 0.4351, prior_entropy: 2.4897, recall: 0.4351, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3426, root_relative_squared_error: 1.0338, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.698, build_cpu_time: 0.0201, build_memory: 881825886.6526, f_measure: 0.4269, kappa: 0.2785, kb_relative_information_score: 78.9443, mean_absolute_error: 0.1705, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.4297, predictive_accuracy: 0.4737, prior_entropy: 2.4897, recall: 0.4737, relative_absolute_error: 0.7738, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3487, root_relative_squared_error: 1.0519, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6937, build_cpu_time: 0.0242, build_memory: 359831784.4491, f_measure: 0.3995, kappa: 0.2327, kb_relative_information_score: 74.2701, mean_absolute_error: 0.1693, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3891, predictive_accuracy: 0.4386, prior_entropy: 2.4897, recall: 0.4386, relative_absolute_error: 0.7686, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3689, root_relative_squared_error: 1.1131, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, build_cpu_time: 0.0252, build_memory: 140647229.1368, f_measure: 0.399, kappa: 0.2325, kb_relative_information_score: 74.0111, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3883, predictive_accuracy: 0.4386, prior_entropy: 2.4897, recall: 0.4386, relative_absolute_error: 0.7696, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3693, root_relative_squared_error: 1.1142, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, build_cpu_time: 0.0264, build_memory: 655621163.3965, f_measure: 0.399, kappa: 0.2325, kb_relative_information_score: 74.0111, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3883, predictive_accuracy: 0.4386, prior_entropy: 2.4897, recall: 0.4386, relative_absolute_error: 0.7696, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3693, root_relative_squared_error: 1.1142, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.691, build_cpu_time: 0.0276, build_memory: 750295677.0246, f_measure: 0.399, kappa: 0.2325, kb_relative_information_score: 74.0111, mean_absolute_error: 0.1695, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.3883, predictive_accuracy: 0.4386, prior_entropy: 2.4897, recall: 0.4386, relative_absolute_error: 0.7696, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.3693, root_relative_squared_error: 1.1142, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4549, build_cpu_time: 0.0261, build_memory: 207063060.8561, f_measure: 0.2628, kappa: 0.0002, kb_relative_information_score: 29.775, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2674, predictive_accuracy: 0.2947, prior_entropy: 2.4897, recall: 0.2947, relative_absolute_error: 1.0099, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.4201, root_relative_squared_error: 1.2675, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4549, build_cpu_time: 0.0161, build_memory: 912313467.6772, f_measure: 0.2628, kappa: 0.0002, kb_relative_information_score: 29.775, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2674, predictive_accuracy: 0.2947, prior_entropy: 2.4897, recall: 0.2947, relative_absolute_error: 1.0099, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.4201, root_relative_squared_error: 1.2675, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4549, build_cpu_time: 0.0102, build_memory: 146092194.6105, f_measure: 0.2628, kappa: 0.0002, kb_relative_information_score: 29.775, mean_absolute_error: 0.2225, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2674, predictive_accuracy: 0.2947, prior_entropy: 2.4897, recall: 0.2947, relative_absolute_error: 1.0099, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.4201, root_relative_squared_error: 1.2675, scimark_benchmark: 923.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6575, build_cpu_time: 0.0038, build_memory: 137371327.2982, f_measure: 0.3622, kappa: 0.2821, kb_relative_information_score: 65.5238, mean_absolute_error: 0.1905, mean_prior_absolute_error: 0.2203, number_of_instances: 285, precision: 0.2855, predictive_accuracy: 0.5088, prior_entropy: 2.4897, recall: 0.5088, relative_absolute_error: 0.8645, root_mean_prior_squared_error: 0.3314, root_mean_squared_error: 0.309, root_relative_squared_error: 0.9324, scimark_benchmark: 925.481,

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