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
OpenML
Supervised Classification on pc3

Supervised Classification on pc3

Task 3903 Supervised Classification pc3 143129 runs submitted
0 likes downloaded by 1 people , 1 total downloads 0 issues
Visibility: Public
  • mythbusting_1 OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_15 study_20 study_41 study_7 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

143129 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7034, f_measure: 0.8668, kappa: 0.2039, kb_relative_information_score: -194.2437, mean_absolute_error: 0.139, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8573, predictive_accuracy: 0.8816, prior_entropy: 0.478, recall: 0.8816, relative_absolute_error: 0.7546, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.311, root_relative_squared_error: 1.0261, scimark_benchmark: 1304.9611, usercpu_time_millis: 560, usercpu_time_millis_testing: 560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4989, f_measure: 0.8483, kappa: -0.0038, kb_relative_information_score: 385.6655, mean_absolute_error: 0.1043, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8056, predictive_accuracy: 0.8957, prior_entropy: 0.478, recall: 0.8957, relative_absolute_error: 0.5662, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3229, root_relative_squared_error: 1.0653, scimark_benchmark: 1363.454, usercpu_time_millis: 190, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8492, kb_relative_information_score: 407.2387, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3199, root_relative_squared_error: 1.0555, scimark_benchmark: 885.0921, usercpu_time_millis: 720, usercpu_time_millis_testing: 250, usercpu_time_millis_training: 470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8492, kb_relative_information_score: 407.2387, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3199, root_relative_squared_error: 1.0555, scimark_benchmark: 1250.8301, usercpu_time_millis: 2400, usercpu_time_millis_training: 2400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8492, kb_relative_information_score: 407.2387, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3199, root_relative_squared_error: 1.0555, scimark_benchmark: 939.449, usercpu_time_millis: 1570, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1560,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, f_measure: 0.8483, kappa: -0.0038, kb_relative_information_score: -5365.786, mean_absolute_error: 0.4665, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8056, predictive_accuracy: 0.8957, prior_entropy: 0.478, recall: 0.8957, relative_absolute_error: 2.5326, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.4831, root_relative_squared_error: 1.5936, scimark_benchmark: 1335.643, usercpu_time_millis: 390, usercpu_time_millis_training: 390,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6123, f_measure: 0.7492, kappa: 0.118, kb_relative_information_score: -1908.2838, mean_absolute_error: 0.3084, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8499, predictive_accuracy: 0.6916, prior_entropy: 0.478, recall: 0.6916, relative_absolute_error: 1.6743, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.5553, root_relative_squared_error: 1.832, scimark_benchmark: 938.9967, usercpu_time_millis: 410, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8287, f_measure: 0.8693, kappa: 0.185, kb_relative_information_score: -131.0629, mean_absolute_error: 0.1495, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8612, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.8115, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2833, root_relative_squared_error: 0.9346, scimark_benchmark: 942.9708, usercpu_time_millis: 104600, usercpu_time_millis_testing: 1180, usercpu_time_millis_training: 103420,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.543, f_measure: 0.8689, kappa: 0.1431, kb_relative_information_score: 493.5315, mean_absolute_error: 0.0947, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.9025, predictive_accuracy: 0.9053, prior_entropy: 0.478, recall: 0.9053, relative_absolute_error: 0.5141, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3077, root_relative_squared_error: 1.0151, scimark_benchmark: 1372.2145, usercpu_time_millis: 2830, usercpu_time_millis_testing: 1510, usercpu_time_millis_training: 1320,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.763, f_measure: 0.756, kappa: 0.2051, kb_relative_information_score: -1867.8047, mean_absolute_error: 0.2996, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8815, predictive_accuracy: 0.6974, prior_entropy: 0.478, recall: 0.6974, relative_absolute_error: 1.6268, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.5382, root_relative_squared_error: 1.7755, scimark_benchmark: 1304.9611, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8535, f_measure: 0.8828, kappa: 0.2612, kb_relative_information_score: -181.1348, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8859, predictive_accuracy: 0.906, prior_entropy: 0.478, recall: 0.906, relative_absolute_error: 0.7979, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2694, root_relative_squared_error: 0.8887, scimark_benchmark: 1066.7184, usercpu_time_millis: 720, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6387, f_measure: 0.8582, kappa: 0.2518, kb_relative_information_score: -85.6291, mean_absolute_error: 0.146, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8627, predictive_accuracy: 0.8541, prior_entropy: 0.478, recall: 0.8541, relative_absolute_error: 0.7926, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3809, root_relative_squared_error: 1.2565, scimark_benchmark: 1316.0472, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7319, f_measure: 0.8493, kappa: 0.0104, kb_relative_information_score: -198.144, mean_absolute_error: 0.1681, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8249, predictive_accuracy: 0.8932, prior_entropy: 0.478, recall: 0.8932, relative_absolute_error: 0.9127, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.296, root_relative_squared_error: 0.9766, scimark_benchmark: 1318.5526, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.8492, kb_relative_information_score: 2.1251, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.9978, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3031, root_relative_squared_error: 1, scimark_benchmark: 1355.7054, usercpu_time_millis: 410, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 400,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5837, f_measure: 0.8741, kappa: 0.2246, kb_relative_information_score: 364.0924, mean_absolute_error: 0.1062, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8668, predictive_accuracy: 0.8938, prior_entropy: 0.478, recall: 0.8938, relative_absolute_error: 0.5766, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3259, root_relative_squared_error: 1.0751, scimark_benchmark: 1341.5768, usercpu_time_millis: 1110, usercpu_time_millis_testing: 490, usercpu_time_millis_training: 620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5396, f_measure: 0.8671, kappa: 0.1316, kb_relative_information_score: 479.1494, mean_absolute_error: 0.096, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8955, predictive_accuracy: 0.904, prior_entropy: 0.478, recall: 0.904, relative_absolute_error: 0.5211, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3098, root_relative_squared_error: 1.022, scimark_benchmark: 1442.7264, usercpu_time_millis: 4590, usercpu_time_millis_testing: 720, usercpu_time_millis_training: 3870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7406, f_measure: 0.8615, kappa: 0.1364, kb_relative_information_score: -295.3475, mean_absolute_error: 0.153, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8494, predictive_accuracy: 0.8861, prior_entropy: 0.478, recall: 0.8861, relative_absolute_error: 0.8304, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3079, root_relative_squared_error: 1.0158, scimark_benchmark: 1358.4523, usercpu_time_millis: 220, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, f_measure: 0.8653, kappa: 0.1355, kb_relative_information_score: 400.0477, mean_absolute_error: 0.103, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8628, predictive_accuracy: 0.897, prior_entropy: 0.478, recall: 0.897, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3209, root_relative_squared_error: 1.0588, scimark_benchmark: 1465.2979, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5075, f_measure: 0.8505, kappa: 0.0248, kb_relative_information_score: 335.3281, mean_absolute_error: 0.1088, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8297, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.5905, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3298, root_relative_squared_error: 1.088, scimark_benchmark: 1464.9318, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.8492, kb_relative_information_score: -2.064, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3031, root_relative_squared_error: 1, scimark_benchmark: 1418.5826,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.8575, kappa: 0.1538, kb_relative_information_score: -162.1021, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8467, predictive_accuracy: 0.872, prior_entropy: 0.478, recall: 0.872, relative_absolute_error: 0.8648, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3387, root_relative_squared_error: 1.1175, scimark_benchmark: 1384.4418, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 931.2336, usercpu_time_millis: 80, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 938.2848, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 938.2848, usercpu_time_millis: 50, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 942.3168, usercpu_time_millis: 70, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 938.2848, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8101, f_measure: 0.8489, kappa: -0.0013, kb_relative_information_score: 380.2375, mean_absolute_error: 0.1049, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.897, prior_entropy: 0.478, recall: 0.897, relative_absolute_error: 0.5693, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3154, root_relative_squared_error: 1.0404, scimark_benchmark: 936.7115, usercpu_time_millis: 2080, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2070,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8156, f_measure: 0.8486, kappa: -0.0025, kb_relative_information_score: 340.3193, mean_absolute_error: 0.1082, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8056, predictive_accuracy: 0.8964, prior_entropy: 0.478, recall: 0.8964, relative_absolute_error: 0.5876, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3121, root_relative_squared_error: 1.0296, scimark_benchmark: 876.8277, usercpu_time_millis: 950, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8113, f_measure: 0.8492, kb_relative_information_score: 390.0406, mean_absolute_error: 0.1046, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5677, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3167, root_relative_squared_error: 1.0448, scimark_benchmark: 936.6206, usercpu_time_millis: 480, usercpu_time_millis_training: 480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8105, f_measure: 0.8492, kb_relative_information_score: 379.5812, mean_absolute_error: 0.1059, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5749, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3128, root_relative_squared_error: 1.032, scimark_benchmark: 922.9039, usercpu_time_millis: 300, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.8492, kb_relative_information_score: 399.1515, mean_absolute_error: 0.1041, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.565, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3165, root_relative_squared_error: 1.0443, scimark_benchmark: 938.9865, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8081, f_measure: 0.8662, kappa: 0.1877, kb_relative_information_score: -128.8461, mean_absolute_error: 0.1458, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.856, predictive_accuracy: 0.8842, prior_entropy: 0.478, recall: 0.8842, relative_absolute_error: 0.7918, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.296, root_relative_squared_error: 0.9764, scimark_benchmark: 941.7954, usercpu_time_millis: 2170, usercpu_time_millis_training: 2170,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8147, f_measure: 0.863, kappa: 0.1576, kb_relative_information_score: -164.4799, mean_absolute_error: 0.149, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8515, predictive_accuracy: 0.8842, prior_entropy: 0.478, recall: 0.8842, relative_absolute_error: 0.809, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.294, root_relative_squared_error: 0.97, scimark_benchmark: 943.2817, usercpu_time_millis: 810, usercpu_time_millis_training: 810,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8166, f_measure: 0.8663, kappa: 0.1623, kb_relative_information_score: -210.2293, mean_absolute_error: 0.1517, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8572, predictive_accuracy: 0.8912, prior_entropy: 0.478, recall: 0.8912, relative_absolute_error: 0.8239, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2903, root_relative_squared_error: 0.9576, scimark_benchmark: 911.0478, usercpu_time_millis: 450, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8268, f_measure: 0.8669, kappa: 0.1572, kb_relative_information_score: -203.0035, mean_absolute_error: 0.1524, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8603, predictive_accuracy: 0.8944, prior_entropy: 0.478, recall: 0.8944, relative_absolute_error: 0.8272, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2832, root_relative_squared_error: 0.9344, scimark_benchmark: 932.3943, usercpu_time_millis: 210, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8233, f_measure: 0.8616, kappa: 0.1168, kb_relative_information_score: -231.5415, mean_absolute_error: 0.1555, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8527, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.8442, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.9396, scimark_benchmark: 931.2336, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4993, f_measure: 0.8492, kb_relative_information_score: -2.064, mean_absolute_error: 0.1842, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 1.0002, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3031, root_relative_squared_error: 1, scimark_benchmark: 940.2922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.818, f_measure: 0.8531, kappa: 0.3032, kb_relative_information_score: -1240.1409, mean_absolute_error: 0.2212, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8764, predictive_accuracy: 0.8369, prior_entropy: 0.478, recall: 0.8369, relative_absolute_error: 1.2007, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3176, root_relative_squared_error: 1.0479, scimark_benchmark: 929.566, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, f_measure: 0.8501, kappa: 0.0085, kb_relative_information_score: -548.5438, mean_absolute_error: 0.1644, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8403, predictive_accuracy: 0.897, prior_entropy: 0.478, recall: 0.897, relative_absolute_error: 0.8924, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2924, root_relative_squared_error: 0.9646, scimark_benchmark: 932.3943, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8058, f_measure: 0.8832, kappa: 0.2806, kb_relative_information_score: -108.7671, mean_absolute_error: 0.1383, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8795, predictive_accuracy: 0.9015, prior_entropy: 0.478, recall: 0.9015, relative_absolute_error: 0.7507, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2782, root_relative_squared_error: 0.9176, scimark_benchmark: 929.566, usercpu_time_millis: 160, usercpu_time_millis_training: 160,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8492, kb_relative_information_score: 4.5107, mean_absolute_error: 0.1833, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.9953, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3031, root_relative_squared_error: 1, scimark_benchmark: 932.3943, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8087, f_measure: 0.8566, kappa: 0.0716, kb_relative_information_score: -263.7791, mean_absolute_error: 0.1594, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8464, predictive_accuracy: 0.8932, prior_entropy: 0.478, recall: 0.8932, relative_absolute_error: 0.8657, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.286, root_relative_squared_error: 0.9435, scimark_benchmark: 932.3943, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8492, kb_relative_information_score: 407.2387, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3199, root_relative_squared_error: 1.0555, scimark_benchmark: 901.0726, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6044, f_measure: 0.8575, kappa: 0.1538, kb_relative_information_score: -162.1021, mean_absolute_error: 0.1593, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8467, predictive_accuracy: 0.872, prior_entropy: 0.478, recall: 0.872, relative_absolute_error: 0.8648, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3387, root_relative_squared_error: 1.1175, scimark_benchmark: 904.3001, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8061, f_measure: 0.8791, kappa: 0.2545, kb_relative_information_score: -198.298, mean_absolute_error: 0.1546, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.874, predictive_accuracy: 0.8983, prior_entropy: 0.478, recall: 0.8983, relative_absolute_error: 0.8394, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2822, root_relative_squared_error: 0.9309, scimark_benchmark: 918.4924, usercpu_time_millis: 11670, usercpu_time_millis_training: 11670,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7939, f_measure: 0.8492, kb_relative_information_score: -348.268, mean_absolute_error: 0.1656, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.8992, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2848, root_relative_squared_error: 0.9395, scimark_benchmark: 901.0726, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7238, f_measure: 0.8492, kb_relative_information_score: -392.0089, mean_absolute_error: 0.1645, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.8929, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2887, root_relative_squared_error: 0.9523, scimark_benchmark: 942.1229, usercpu_time_millis: 50, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.8765, kappa: 0.2718, kb_relative_information_score: 299.4928, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8694, predictive_accuracy: 0.888, prior_entropy: 0.478, recall: 0.888, relative_absolute_error: 0.6015, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3188, root_relative_squared_error: 1.0517, scimark_benchmark: 935.8834, usercpu_time_millis: 970, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 960,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7925, f_measure: 0.8765, kappa: 0.2718, kb_relative_information_score: 299.4928, mean_absolute_error: 0.1108, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8694, predictive_accuracy: 0.888, prior_entropy: 0.478, recall: 0.888, relative_absolute_error: 0.6015, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3188, root_relative_squared_error: 1.0517, scimark_benchmark: 940.2751, usercpu_time_millis: 1070, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1060,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.795, f_measure: 0.8881, kappa: 0.3496, kb_relative_information_score: 293.5613, mean_absolute_error: 0.1087, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8829, predictive_accuracy: 0.8964, prior_entropy: 0.478, recall: 0.8964, relative_absolute_error: 0.5901, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3102, root_relative_squared_error: 1.0233, scimark_benchmark: 922.5647, usercpu_time_millis: 3720, usercpu_time_millis_training: 3720,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4777, f_measure: 0.8321, kappa: -0.0415, kb_relative_information_score: -320.5038, mean_absolute_error: 0.2022, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8064, predictive_accuracy: 0.8605, prior_entropy: 0.478, recall: 0.8605, relative_absolute_error: 1.0979, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3387, root_relative_squared_error: 1.1172, scimark_benchmark: 947.0793, usercpu_time_millis: 300, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8052, f_measure: 0.8547, kappa: 0.129, kb_relative_information_score: -192.6189, mean_absolute_error: 0.1474, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8424, predictive_accuracy: 0.8714, prior_entropy: 0.478, recall: 0.8714, relative_absolute_error: 0.8005, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3059, root_relative_squared_error: 1.0091, scimark_benchmark: 935.8986, usercpu_time_millis: 2450, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 2440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8198, f_measure: 0.8638, kappa: 0.3161, kb_relative_information_score: -476.6002, mean_absolute_error: 0.1658, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8761, predictive_accuracy: 0.8541, prior_entropy: 0.478, recall: 0.8541, relative_absolute_error: 0.9004, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3173, root_relative_squared_error: 1.0469, scimark_benchmark: 923.9763, usercpu_time_millis: 830, usercpu_time_millis_testing: 690, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8492, kb_relative_information_score: 407.2387, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3199, root_relative_squared_error: 1.0555, scimark_benchmark: 933.1776, usercpu_time_millis: 800, usercpu_time_millis_testing: 270, usercpu_time_millis_training: 530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.8492, kb_relative_information_score: 407.2387, mean_absolute_error: 0.1024, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8057, predictive_accuracy: 0.8976, prior_entropy: 0.478, recall: 0.8976, relative_absolute_error: 0.5558, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3199, root_relative_squared_error: 1.0555, scimark_benchmark: 940.3346, usercpu_time_millis: 220, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, build_cpu_time: 2.3888, build_memory: 818151408.7985, f_measure: 0.8508, kappa: 0.026, kb_relative_information_score: -401.6495, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8311, predictive_accuracy: 0.8919, prior_entropy: 0.478, recall: 0.8919, relative_absolute_error: 0.8821, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9612, scimark_benchmark: 944.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7759, build_cpu_time: 1.9516, build_memory: 1139160691.3321, f_measure: 0.8508, kappa: 0.026, kb_relative_information_score: -401.6495, mean_absolute_error: 0.1625, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8311, predictive_accuracy: 0.8919, prior_entropy: 0.478, recall: 0.8919, relative_absolute_error: 0.8821, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2914, root_relative_squared_error: 0.9612, scimark_benchmark: 874.2668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7731, build_cpu_time: 1.9622, build_memory: 798003548.2738, f_measure: 0.8522, kappa: 0.0362, kb_relative_information_score: -410.5733, mean_absolute_error: 0.1632, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.836, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.8861, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2916, root_relative_squared_error: 0.9621, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7674, build_cpu_time: 2.105, build_memory: 929829389.318, f_measure: 0.8533, kappa: 0.0403, kb_relative_information_score: -400.965, mean_absolute_error: 0.1624, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8419, predictive_accuracy: 0.8944, prior_entropy: 0.478, recall: 0.8944, relative_absolute_error: 0.8817, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2908, root_relative_squared_error: 0.9593, scimark_benchmark: 923.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7726, build_cpu_time: 0.4347, build_memory: 456169099.3167, f_measure: 0.8656, kappa: 0.223, kb_relative_information_score: 3.9153, mean_absolute_error: 0.1316, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8585, predictive_accuracy: 0.8746, prior_entropy: 0.478, recall: 0.8746, relative_absolute_error: 0.7145, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.315, root_relative_squared_error: 1.0392, scimark_benchmark: 942.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7792, build_cpu_time: 0.7714, build_memory: 720979220.7498, f_measure: 0.8729, kappa: 0.2613, kb_relative_information_score: 184.9623, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8661, predictive_accuracy: 0.8823, prior_entropy: 0.478, recall: 0.8823, relative_absolute_error: 0.6477, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3122, root_relative_squared_error: 1.03, scimark_benchmark: 943.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7854, build_cpu_time: 1.4963, build_memory: 806474606.8484, f_measure: 0.8788, kappa: 0.2777, kb_relative_information_score: 283.1626, mean_absolute_error: 0.1114, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8718, predictive_accuracy: 0.8919, prior_entropy: 0.478, recall: 0.8919, relative_absolute_error: 0.605, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3096, root_relative_squared_error: 1.0215, scimark_benchmark: 940.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, build_cpu_time: 1.7384, build_memory: 42312910.7818, f_measure: 0.8798, kappa: 0.2844, kb_relative_information_score: 274.546, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.873, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3107, root_relative_squared_error: 1.0249, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7861, build_cpu_time: 1.6344, build_memory: 48784451.6392, f_measure: 0.8798, kappa: 0.2844, kb_relative_information_score: 274.546, mean_absolute_error: 0.1119, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.873, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.6077, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3107, root_relative_squared_error: 1.0249, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, build_cpu_time: 3.1762, build_memory: 1668725028.4325, f_measure: 0.8836, kappa: 0.3134, kb_relative_information_score: 344.7535, mean_absolute_error: 0.1069, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8775, predictive_accuracy: 0.8944, prior_entropy: 0.478, recall: 0.8944, relative_absolute_error: 0.5807, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3161, root_relative_squared_error: 1.0426, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7467, build_cpu_time: 1.4145, build_memory: 290979040.0256, f_measure: 0.8831, kappa: 0.3088, kb_relative_information_score: 340.766, mean_absolute_error: 0.1075, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8769, predictive_accuracy: 0.8944, prior_entropy: 0.478, recall: 0.8944, relative_absolute_error: 0.5838, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.317, root_relative_squared_error: 1.0457, scimark_benchmark: 947.5446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7529, build_cpu_time: 0.7062, build_memory: 2042847197.1286, f_measure: 0.8841, kappa: 0.3153, kb_relative_information_score: 341.9145, mean_absolute_error: 0.1077, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8781, predictive_accuracy: 0.8951, prior_entropy: 0.478, recall: 0.8951, relative_absolute_error: 0.5849, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.317, root_relative_squared_error: 1.0458, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7506, build_cpu_time: 0.338, build_memory: 2234858830.3365, f_measure: 0.8831, kappa: 0.3088, kb_relative_information_score: 339.4647, mean_absolute_error: 0.1081, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8769, predictive_accuracy: 0.8944, prior_entropy: 0.478, recall: 0.8944, relative_absolute_error: 0.587, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3168, root_relative_squared_error: 1.0452, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7564, build_cpu_time: 0.1808, build_memory: 775298861.9782, f_measure: 0.8836, kappa: 0.316, kb_relative_information_score: 327.338, mean_absolute_error: 0.1094, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8776, predictive_accuracy: 0.8938, prior_entropy: 0.478, recall: 0.8938, relative_absolute_error: 0.594, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3173, root_relative_squared_error: 1.0469, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7801, build_cpu_time: 3.9723, build_memory: 814708647.437, f_measure: 0.8814, kappa: 0.255, kb_relative_information_score: 477.5156, mean_absolute_error: 0.0961, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.882, predictive_accuracy: 0.904, prior_entropy: 0.478, recall: 0.904, relative_absolute_error: 0.5219, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3044, root_relative_squared_error: 1.0042, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7625, build_cpu_time: 6.6445, build_memory: 3045549045.8656, f_measure: 0.882, kappa: 0.2609, kb_relative_information_score: 463.4239, mean_absolute_error: 0.0966, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8822, predictive_accuracy: 0.904, prior_entropy: 0.478, recall: 0.904, relative_absolute_error: 0.5246, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.9991, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.762, build_cpu_time: 9.9827, build_memory: 929284306.3698, f_measure: 0.8822, kappa: 0.2646, kb_relative_information_score: 464.2978, mean_absolute_error: 0.0965, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8812, predictive_accuracy: 0.9034, prior_entropy: 0.478, recall: 0.9034, relative_absolute_error: 0.5242, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.9991, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.753, build_cpu_time: 16.1057, build_memory: 625690543.0429, f_measure: 0.8811, kappa: 0.2569, kb_relative_information_score: 467.7148, mean_absolute_error: 0.0964, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8799, predictive_accuracy: 0.9028, prior_entropy: 0.478, recall: 0.9028, relative_absolute_error: 0.5236, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.303, root_relative_squared_error: 0.9997, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7457, build_cpu_time: 26.4363, build_memory: 825041704.4862, f_measure: 0.8811, kappa: 0.2569, kb_relative_information_score: 470.9124, mean_absolute_error: 0.0963, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8799, predictive_accuracy: 0.9028, prior_entropy: 0.478, recall: 0.9028, relative_absolute_error: 0.523, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3031, root_relative_squared_error: 1, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7434, build_cpu_time: 1.3355, build_memory: 766671091.3423, f_measure: 0.8744, kappa: 0.2486, kb_relative_information_score: 271.3718, mean_absolute_error: 0.112, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8665, predictive_accuracy: 0.8887, prior_entropy: 0.478, recall: 0.8887, relative_absolute_error: 0.6081, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3199, root_relative_squared_error: 1.0554, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7377, build_cpu_time: 0.9063, build_memory: 1415097921.1363, f_measure: 0.875, kappa: 0.2537, kb_relative_information_score: 258.0821, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8672, predictive_accuracy: 0.8887, prior_entropy: 0.478, recall: 0.8887, relative_absolute_error: 0.6152, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3221, root_relative_squared_error: 1.0625, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7449, build_cpu_time: 0.3484, build_memory: 938336671.6775, f_measure: 0.8726, kappa: 0.2383, kb_relative_information_score: 213.343, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8642, predictive_accuracy: 0.8868, prior_entropy: 0.478, recall: 0.8868, relative_absolute_error: 0.6308, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3255, root_relative_squared_error: 1.0738, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7497, build_cpu_time: 0.2306, build_memory: 1497301326.8433, f_measure: 0.8716, kappa: 0.2313, kb_relative_information_score: 211.4414, mean_absolute_error: 0.1166, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.863, predictive_accuracy: 0.8861, prior_entropy: 0.478, recall: 0.8861, relative_absolute_error: 0.6328, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.323, root_relative_squared_error: 1.0655, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7426, build_cpu_time: 0.0967, build_memory: 726210473.8733, f_measure: 0.8747, kappa: 0.2434, kb_relative_information_score: 157.6144, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8668, predictive_accuracy: 0.8906, prior_entropy: 0.478, recall: 0.8906, relative_absolute_error: 0.6497, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3162, root_relative_squared_error: 1.043, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, build_cpu_time: 0.0321, build_memory: 680483933.3948, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, build_cpu_time: 0.0327, build_memory: 197517450.9942, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, build_cpu_time: 0.0339, build_memory: 1021174212.3864, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, build_cpu_time: 0.0326, build_memory: 677030903.2271, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, build_cpu_time: 0.0363, build_memory: 742043395.5675, f_measure: 0.5621, kappa: 0.0888, kb_relative_information_score: -4555.5104, mean_absolute_error: 0.5162, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8771, predictive_accuracy: 0.476, prior_entropy: 0.478, recall: 0.476, relative_absolute_error: 2.8027, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.6825, root_relative_squared_error: 2.2516, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, build_cpu_time: 294.8508, build_memory: 24962356.7652, f_measure: 0.8501, kappa: 0.0284, kb_relative_information_score: -398.9742, mean_absolute_error: 0.1592, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8286, predictive_accuracy: 0.8887, prior_entropy: 0.478, recall: 0.8887, relative_absolute_error: 0.8643, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2956, root_relative_squared_error: 0.975, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8025, build_cpu_time: 598.7571, build_memory: 660532679.0992, f_measure: 0.8517, kappa: 0.0769, kb_relative_information_score: -268.7095, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8348, predictive_accuracy: 0.8778, prior_entropy: 0.478, recall: 0.8778, relative_absolute_error: 0.8245, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2972, root_relative_squared_error: 0.9806, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.808, build_cpu_time: 1246.3311, build_memory: 3337882370.897, f_measure: 0.8635, kappa: 0.1668, kb_relative_information_score: -141.761, mean_absolute_error: 0.1425, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8523, predictive_accuracy: 0.8829, prior_entropy: 0.478, recall: 0.8829, relative_absolute_error: 0.7737, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.9856, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8117, build_cpu_time: 2549.5876, build_memory: 763866112.1689, f_measure: 0.8689, kappa: 0.208, kb_relative_information_score: 48.1413, mean_absolute_error: 0.1301, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8595, predictive_accuracy: 0.8855, prior_entropy: 0.478, recall: 0.8855, relative_absolute_error: 0.7062, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2992, root_relative_squared_error: 0.9869, scimark_benchmark: 899.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8033, build_cpu_time: 4813.337, build_memory: 345863711.6571, f_measure: 0.873, kappa: 0.24, kb_relative_information_score: 188.2744, mean_absolute_error: 0.121, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8648, predictive_accuracy: 0.8874, prior_entropy: 0.478, recall: 0.8874, relative_absolute_error: 0.657, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3064, root_relative_squared_error: 1.0108, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, build_cpu_time: 95.0534, build_memory: 69710064.1791, f_measure: 0.8732, kappa: 0.2502, kb_relative_information_score: 249.1389, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8654, predictive_accuracy: 0.8855, prior_entropy: 0.478, recall: 0.8855, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3236, root_relative_squared_error: 1.0675, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7534, build_cpu_time: 93.8716, build_memory: 1741065257.2386, f_measure: 0.8732, kappa: 0.2502, kb_relative_information_score: 249.1389, mean_absolute_error: 0.1147, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8654, predictive_accuracy: 0.8855, prior_entropy: 0.478, recall: 0.8855, relative_absolute_error: 0.6226, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3236, root_relative_squared_error: 1.0675, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7555, build_cpu_time: 89.3077, build_memory: 1381623570.4312, f_measure: 0.8733, kappa: 0.2535, kb_relative_information_score: 249.6431, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8657, predictive_accuracy: 0.8848, prior_entropy: 0.478, recall: 0.8848, relative_absolute_error: 0.6225, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3235, root_relative_squared_error: 1.0673, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7586, build_cpu_time: 65.0359, build_memory: 57502165.0825, f_measure: 0.8746, kappa: 0.2586, kb_relative_information_score: 250.1738, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8671, predictive_accuracy: 0.8868, prior_entropy: 0.478, recall: 0.8868, relative_absolute_error: 0.6236, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3238, root_relative_squared_error: 1.0683, scimark_benchmark: 942.0791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7706, build_cpu_time: 35.8241, build_memory: 756442777.1568, f_measure: 0.8737, kappa: 0.2584, kb_relative_information_score: 224.3619, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8664, predictive_accuracy: 0.8848, prior_entropy: 0.478, recall: 0.8848, relative_absolute_error: 0.6338, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.326, root_relative_squared_error: 1.0753, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7868, build_cpu_time: 5.2316, build_memory: 230394678.2649, f_measure: 0.8615, kappa: 0.2028, kb_relative_information_score: -129.8684, mean_absolute_error: 0.1428, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8545, predictive_accuracy: 0.8701, prior_entropy: 0.478, recall: 0.8701, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3177, root_relative_squared_error: 1.0479, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7998, build_cpu_time: 9.4229, build_memory: 237897842.1599, f_measure: 0.8761, kappa: 0.2875, kb_relative_information_score: 52.9078, mean_absolute_error: 0.1293, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8704, predictive_accuracy: 0.8836, prior_entropy: 0.478, recall: 0.8836, relative_absolute_error: 0.7023, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3095, root_relative_squared_error: 1.0212, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8073, build_cpu_time: 18.9475, build_memory: 633670067.2758, f_measure: 0.8817, kappa: 0.3032, kb_relative_information_score: 227.6177, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8754, predictive_accuracy: 0.8925, prior_entropy: 0.478, recall: 0.8925, relative_absolute_error: 0.6275, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.304, root_relative_squared_error: 1.003, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8119, build_cpu_time: 37.6434, build_memory: 873210670.1164, f_measure: 0.8775, kappa: 0.2813, kb_relative_information_score: 273.4495, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8707, predictive_accuracy: 0.888, prior_entropy: 0.478, recall: 0.888, relative_absolute_error: 0.6095, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3119, root_relative_squared_error: 1.0289, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8019, build_cpu_time: 73.7634, build_memory: 974693993.1926, f_measure: 0.8841, kappa: 0.3153, kb_relative_information_score: 327.0982, mean_absolute_error: 0.1079, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.8781, predictive_accuracy: 0.8951, prior_entropy: 0.478, recall: 0.8951, relative_absolute_error: 0.5859, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3105, root_relative_squared_error: 1.0243, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7996, build_cpu_time: 2.5236, build_memory: 964243231.3551, f_measure: 0.872, kappa: 0.264, kb_relative_information_score: 109.5074, mean_absolute_error: 0.126, mean_prior_absolute_error: 0.1842, number_of_instances: 1563, precision: 0.866, predictive_accuracy: 0.8797, prior_entropy: 0.478, recall: 0.8797, relative_absolute_error: 0.6841, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3166, root_relative_squared_error: 1.0445, scimark_benchmark: 945.0554,

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