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 abalone

Supervised Classification on abalone

Task 3586 Supervised Classification abalone 541 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

541 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8077, f_measure: 0.7493, kappa: 0.4987, kb_relative_information_score: 1846.3925, mean_absolute_error: 0.2829, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7493, predictive_accuracy: 0.7493, prior_entropy: 1, recall: 0.7493, relative_absolute_error: 0.5659, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4333, root_relative_squared_error: 0.8666, scimark_benchmark: 854.5188, usercpu_time_millis: 1290, usercpu_time_millis_testing: 1290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.736, f_measure: 0.728, kappa: 0.4726, kb_relative_information_score: 1976.9591, mean_absolute_error: 0.2633, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7701, predictive_accuracy: 0.7367, prior_entropy: 1, recall: 0.7367, relative_absolute_error: 0.5267, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5132, root_relative_squared_error: 1.0264, scimark_benchmark: 1312.3073, usercpu_time_millis: 240, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7097, f_measure: 0.7008, kappa: 0.4189, kb_relative_information_score: 1746.9548, mean_absolute_error: 0.2909, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7362, predictive_accuracy: 0.7091, prior_entropy: 1, recall: 0.7091, relative_absolute_error: 0.5818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5393, root_relative_squared_error: 1.0787, scimark_benchmark: 1315.395, usercpu_time_millis: 22910, usercpu_time_millis_testing: 2010, usercpu_time_millis_training: 20900,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7753, f_measure: 0.7751, kappa: 0.5505, kb_relative_information_score: 2298.9651, mean_absolute_error: 0.2248, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7756, predictive_accuracy: 0.7752, prior_entropy: 1, recall: 0.7752, relative_absolute_error: 0.4496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4741, root_relative_squared_error: 0.9483, scimark_benchmark: 1386.5717, usercpu_time_millis: 770, usercpu_time_millis_training: 770,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, f_measure: 0.7857, kappa: 0.5714, kb_relative_information_score: 1851.2937, mean_absolute_error: 0.2922, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7858, predictive_accuracy: 0.7857, prior_entropy: 1, recall: 0.7857, relative_absolute_error: 0.5844, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3828, root_relative_squared_error: 0.7656, scimark_benchmark: 938.343, usercpu_time_millis: 1160, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7847, f_measure: 0.7848, kappa: 0.5695, kb_relative_information_score: 2378.9665, mean_absolute_error: 0.2152, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7848, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.4305, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4639, root_relative_squared_error: 0.9279, scimark_benchmark: 935.5075, usercpu_time_millis: 150, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8842, f_measure: 0.7989, kappa: 0.5978, kb_relative_information_score: 1958.3693, mean_absolute_error: 0.2788, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7991, predictive_accuracy: 0.7989, prior_entropy: 1, recall: 0.7989, relative_absolute_error: 0.5576, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3718, root_relative_squared_error: 0.7437, scimark_benchmark: 933.1165, usercpu_time_millis: 293610, usercpu_time_millis_testing: 2410, usercpu_time_millis_training: 291200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8201, f_measure: 0.7344, kappa: 0.4711, kb_relative_information_score: 1956.5677, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7394, predictive_accuracy: 0.7355, prior_entropy: 1, recall: 0.7355, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4787, root_relative_squared_error: 0.9574, scimark_benchmark: 1325.2092, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.82, f_measure: 0.7344, kappa: 0.4711, kb_relative_information_score: 1956.5005, mean_absolute_error: 0.2664, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7394, predictive_accuracy: 0.7355, prior_entropy: 1, recall: 0.7355, relative_absolute_error: 0.5328, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4787, root_relative_squared_error: 0.9574, scimark_benchmark: 1304.6687, usercpu_time_millis: 240, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.7847, kappa: 0.5696, kb_relative_information_score: 1934.66, mean_absolute_error: 0.2797, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7856, predictive_accuracy: 0.7848, prior_entropy: 1, recall: 0.7848, relative_absolute_error: 0.5593, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3831, root_relative_squared_error: 0.7662, scimark_benchmark: 825.5282, usercpu_time_millis: 2820, usercpu_time_millis_testing: 680, usercpu_time_millis_training: 2140,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7228, f_measure: 0.723, kappa: 0.446, kb_relative_information_score: 1860.483, mean_absolute_error: 0.2773, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.723, predictive_accuracy: 0.723, prior_entropy: 1, recall: 0.723, relative_absolute_error: 0.5546, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5264, root_relative_squared_error: 1.0529, scimark_benchmark: 1346.9602, usercpu_time_millis: 40, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8388, f_measure: 0.7748, kappa: 0.55, kb_relative_information_score: 1857.1485, mean_absolute_error: 0.2901, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7761, predictive_accuracy: 0.775, prior_entropy: 1, recall: 0.775, relative_absolute_error: 0.5803, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4045, root_relative_squared_error: 0.809, scimark_benchmark: 1320.2556, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8415, f_measure: 0.7787, kappa: 0.5576, kb_relative_information_score: 1790.1027, mean_absolute_error: 0.3022, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7795, predictive_accuracy: 0.7788, prior_entropy: 1, recall: 0.7788, relative_absolute_error: 0.6043, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4013, root_relative_squared_error: 0.8026, scimark_benchmark: 1354.2491, usercpu_time_millis: 540, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 530,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7568, f_measure: 0.7568, kappa: 0.5135, kb_relative_information_score: 2144.9622, mean_absolute_error: 0.2432, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7568, predictive_accuracy: 0.7568, prior_entropy: 1, recall: 0.7568, relative_absolute_error: 0.4865, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4932, root_relative_squared_error: 0.9864, scimark_benchmark: 825.5282, usercpu_time_millis: 3270, usercpu_time_millis_testing: 1470, usercpu_time_millis_training: 1800,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3353, kb_relative_information_score: 14.9226, mean_absolute_error: 0.4982, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.2518, predictive_accuracy: 0.5018, prior_entropy: 1, recall: 0.5018, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7058, root_relative_squared_error: 1.4117, scimark_benchmark: 1361.1055, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8642, f_measure: 0.7956, kappa: 0.5917, kb_relative_information_score: 2431.5214, mean_absolute_error: 0.2102, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7968, predictive_accuracy: 0.7958, prior_entropy: 1, recall: 0.7958, relative_absolute_error: 0.4204, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4315, root_relative_squared_error: 0.8631, scimark_benchmark: 868.2731, usercpu_time_millis: 73570, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 73470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8483, f_measure: 0.7742, kappa: 0.5485, kb_relative_information_score: 1826.9355, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7747, predictive_accuracy: 0.7742, prior_entropy: 1, recall: 0.7742, relative_absolute_error: 0.5858, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3956, root_relative_squared_error: 0.7913, scimark_benchmark: 1358.4523, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.7576, kappa: 0.5155, kb_relative_information_score: 2152.9623, mean_absolute_error: 0.2423, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7586, predictive_accuracy: 0.7577, prior_entropy: 1, recall: 0.7577, relative_absolute_error: 0.4846, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4922, root_relative_squared_error: 0.9844, scimark_benchmark: 1351.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7606, f_measure: 0.7556, kappa: 0.5207, kb_relative_information_score: 2172.9627, mean_absolute_error: 0.2399, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7816, predictive_accuracy: 0.7601, prior_entropy: 1, recall: 0.7601, relative_absolute_error: 0.4798, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4898, root_relative_squared_error: 0.9796, scimark_benchmark: 1353.5686, usercpu_time_millis: 250, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.3353, kb_relative_information_score: -0.0017, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.2518, predictive_accuracy: 0.5018, prior_entropy: 1, recall: 0.5018, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 1505.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8139, f_measure: 0.7752, kappa: 0.5504, kb_relative_information_score: 1810.76, mean_absolute_error: 0.2988, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7754, predictive_accuracy: 0.7752, prior_entropy: 1, recall: 0.7752, relative_absolute_error: 0.5976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.8285, scimark_benchmark: 1465.2979, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7378, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1847.823, mean_absolute_error: 0.2822, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.5644, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4996, root_relative_squared_error: 0.9992, scimark_benchmark: 931.2336, usercpu_time_millis: 410, usercpu_time_millis_testing: 120, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 932.3943, usercpu_time_millis: 250, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 941.7954, usercpu_time_millis: 250, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 923.7642, usercpu_time_millis: 250, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 894.7455, usercpu_time_millis: 240, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8565, f_measure: 0.7689, kappa: 0.5391, kb_relative_information_score: 2199.4531, mean_absolute_error: 0.2381, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7721, predictive_accuracy: 0.7695, prior_entropy: 1, recall: 0.7695, relative_absolute_error: 0.4762, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4482, root_relative_squared_error: 0.8964, scimark_benchmark: 936.6206, usercpu_time_millis: 1550, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1520,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8512, f_measure: 0.764, kappa: 0.5285, kb_relative_information_score: 2171.0077, mean_absolute_error: 0.2413, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7652, predictive_accuracy: 0.7642, prior_entropy: 1, recall: 0.7642, relative_absolute_error: 0.4826, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4502, root_relative_squared_error: 0.9004, scimark_benchmark: 936.6206, usercpu_time_millis: 780, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 760,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8458, f_measure: 0.7577, kappa: 0.5171, kb_relative_information_score: 2134.3601, mean_absolute_error: 0.2455, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7618, predictive_accuracy: 0.7584, prior_entropy: 1, recall: 0.7584, relative_absolute_error: 0.491, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4627, root_relative_squared_error: 0.9253, scimark_benchmark: 942.1229, usercpu_time_millis: 370, usercpu_time_millis_training: 370,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.84, f_measure: 0.757, kappa: 0.5151, kb_relative_information_score: 2114.1516, mean_absolute_error: 0.248, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7598, predictive_accuracy: 0.7575, prior_entropy: 1, recall: 0.7575, relative_absolute_error: 0.496, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4647, root_relative_squared_error: 0.9294, scimark_benchmark: 922.9039, usercpu_time_millis: 210, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8333, f_measure: 0.752, kappa: 0.5056, kb_relative_information_score: 2094.2864, mean_absolute_error: 0.2502, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.756, predictive_accuracy: 0.7527, prior_entropy: 1, recall: 0.7527, relative_absolute_error: 0.5003, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4741, root_relative_squared_error: 0.9482, scimark_benchmark: 938.9865, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8739, f_measure: 0.7859, kappa: 0.572, kb_relative_information_score: 1922.4141, mean_absolute_error: 0.2823, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7862, predictive_accuracy: 0.786, prior_entropy: 1, recall: 0.786, relative_absolute_error: 0.5647, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3803, root_relative_squared_error: 0.7606, scimark_benchmark: 936.6206, usercpu_time_millis: 1050, usercpu_time_millis_training: 1050,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8718, f_measure: 0.7826, kappa: 0.5653, kb_relative_information_score: 1887.243, mean_absolute_error: 0.2872, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7829, predictive_accuracy: 0.7826, prior_entropy: 1, recall: 0.7826, relative_absolute_error: 0.5744, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3816, root_relative_squared_error: 0.7633, scimark_benchmark: 924.6116, usercpu_time_millis: 590, usercpu_time_millis_training: 590,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8688, f_measure: 0.7826, kappa: 0.5653, kb_relative_information_score: 1842.7341, mean_absolute_error: 0.2934, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.783, predictive_accuracy: 0.7826, prior_entropy: 1, recall: 0.7826, relative_absolute_error: 0.5868, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3837, root_relative_squared_error: 0.7674, scimark_benchmark: 924.6116, usercpu_time_millis: 310, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 300,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, f_measure: 0.7804, kappa: 0.561, kb_relative_information_score: 1772.1403, mean_absolute_error: 0.3026, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7812, predictive_accuracy: 0.7805, prior_entropy: 1, recall: 0.7805, relative_absolute_error: 0.6053, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3888, root_relative_squared_error: 0.7777, scimark_benchmark: 947.9494, usercpu_time_millis: 150, usercpu_time_millis_training: 150,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8504, f_measure: 0.7637, kappa: 0.5274, kb_relative_information_score: 1695.0307, mean_absolute_error: 0.3114, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7638, predictive_accuracy: 0.7637, prior_entropy: 1, recall: 0.7637, relative_absolute_error: 0.6229, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3976, root_relative_squared_error: 0.7952, scimark_benchmark: 929.566, usercpu_time_millis: 90, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4992, f_measure: 0.3353, kb_relative_information_score: -0.0017, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.2518, predictive_accuracy: 0.5018, prior_entropy: 1, recall: 0.5018, relative_absolute_error: 1, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5, root_relative_squared_error: 1, scimark_benchmark: 932.3943, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8738, f_measure: 0.7737, kappa: 0.5541, kb_relative_information_score: 1797.9542, mean_absolute_error: 0.2984, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.794, predictive_accuracy: 0.7769, prior_entropy: 1, recall: 0.7769, relative_absolute_error: 0.5968, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3884, root_relative_squared_error: 0.7768, scimark_benchmark: 929.566, usercpu_time_millis: 120, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8102, f_measure: 0.7493, kappa: 0.4986, kb_relative_information_score: 1588.8711, mean_absolute_error: 0.3237, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7494, predictive_accuracy: 0.7493, prior_entropy: 1, recall: 0.7493, relative_absolute_error: 0.6474, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4228, root_relative_squared_error: 0.8456, scimark_benchmark: 933.8635, usercpu_time_millis: 70, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8382, f_measure: 0.7593, kappa: 0.5187, kb_relative_information_score: 1922.186, mean_absolute_error: 0.2764, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7595, predictive_accuracy: 0.7594, prior_entropy: 1, recall: 0.7594, relative_absolute_error: 0.5528, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4105, root_relative_squared_error: 0.8209, scimark_benchmark: 902.4773, usercpu_time_millis: 310, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8172, f_measure: 0.7519, kappa: 0.504, kb_relative_information_score: 1494.5435, mean_absolute_error: 0.3382, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7524, predictive_accuracy: 0.752, prior_entropy: 1, recall: 0.752, relative_absolute_error: 0.6763, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4173, root_relative_squared_error: 0.8346, scimark_benchmark: 932.3943, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, f_measure: 0.7646, kappa: 0.5294, kb_relative_information_score: 1684.1335, mean_absolute_error: 0.3129, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7648, predictive_accuracy: 0.7647, prior_entropy: 1, recall: 0.7647, relative_absolute_error: 0.6257, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.398, root_relative_squared_error: 0.7959, scimark_benchmark: 911.0478, usercpu_time_millis: 220, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 210,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.3353, kb_relative_information_score: 14.9226, mean_absolute_error: 0.4982, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.2518, predictive_accuracy: 0.5018, prior_entropy: 1, recall: 0.5018, relative_absolute_error: 0.9964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.7058, root_relative_squared_error: 1.4117, scimark_benchmark: 901.0726, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8139, f_measure: 0.7752, kappa: 0.5504, kb_relative_information_score: 1810.76, mean_absolute_error: 0.2988, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7754, predictive_accuracy: 0.7752, prior_entropy: 1, recall: 0.7752, relative_absolute_error: 0.5976, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4143, root_relative_squared_error: 0.8285, scimark_benchmark: 904.3001, usercpu_time_millis: 130, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8608, f_measure: 0.7859, kappa: 0.572, kb_relative_information_score: 1644.1995, mean_absolute_error: 0.3196, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7867, predictive_accuracy: 0.786, prior_entropy: 1, recall: 0.786, relative_absolute_error: 0.6391, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3901, root_relative_squared_error: 0.7801, scimark_benchmark: 943.2817, usercpu_time_millis: 9200, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 9180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8121, f_measure: 0.7576, kappa: 0.5155, kb_relative_information_score: 1333.8263, mean_absolute_error: 0.361, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7585, predictive_accuracy: 0.7577, prior_entropy: 1, recall: 0.7577, relative_absolute_error: 0.722, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4152, root_relative_squared_error: 0.8304, scimark_benchmark: 901.0726, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8134, f_measure: 0.7612, kappa: 0.5227, kb_relative_information_score: 1598.0258, mean_absolute_error: 0.326, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7619, predictive_accuracy: 0.7613, prior_entropy: 1, recall: 0.7613, relative_absolute_error: 0.652, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.411, root_relative_squared_error: 0.822, scimark_benchmark: 941.7954, usercpu_time_millis: 80, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8422, f_measure: 0.7637, kappa: 0.5274, kb_relative_information_score: 2162.5613, mean_absolute_error: 0.242, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7638, predictive_accuracy: 0.7637, prior_entropy: 1, recall: 0.7637, relative_absolute_error: 0.4841, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4524, root_relative_squared_error: 0.9048, scimark_benchmark: 941.7954, usercpu_time_millis: 1680, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 1630,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.7651, kappa: 0.5303, kb_relative_information_score: 2170.7637, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7652, predictive_accuracy: 0.7651, prior_entropy: 1, recall: 0.7651, relative_absolute_error: 0.4819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.9047, scimark_benchmark: 945.3151, usercpu_time_millis: 2170, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 2120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8423, f_measure: 0.7651, kappa: 0.5303, kb_relative_information_score: 2170.7637, mean_absolute_error: 0.241, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7652, predictive_accuracy: 0.7651, prior_entropy: 1, recall: 0.7651, relative_absolute_error: 0.4819, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4523, root_relative_squared_error: 0.9047, scimark_benchmark: 929.566, usercpu_time_millis: 2300, usercpu_time_millis_testing: 60, usercpu_time_millis_training: 2240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8379, f_measure: 0.7596, kappa: 0.5193, kb_relative_information_score: 2155.239, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7597, predictive_accuracy: 0.7596, prior_entropy: 1, recall: 0.7596, relative_absolute_error: 0.4849, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.459, root_relative_squared_error: 0.918, scimark_benchmark: 868.2731, usercpu_time_millis: 11640, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 11620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.866, f_measure: 0.7855, kappa: 0.5709, kb_relative_information_score: 1949.7766, mean_absolute_error: 0.2784, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7856, predictive_accuracy: 0.7855, prior_entropy: 1, recall: 0.7855, relative_absolute_error: 0.5567, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.387, root_relative_squared_error: 0.7739, scimark_benchmark: 935.8986, usercpu_time_millis: 1850, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 1820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8633, f_measure: 0.7781, kappa: 0.5562, kb_relative_information_score: 1862.407, mean_absolute_error: 0.2883, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7781, predictive_accuracy: 0.7781, prior_entropy: 1, recall: 0.7781, relative_absolute_error: 0.5766, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3873, root_relative_squared_error: 0.7747, scimark_benchmark: 935.8986, usercpu_time_millis: 50, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7097, f_measure: 0.7008, kappa: 0.4189, kb_relative_information_score: 1746.9548, mean_absolute_error: 0.2909, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7362, predictive_accuracy: 0.7091, prior_entropy: 1, recall: 0.7091, relative_absolute_error: 0.5818, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5393, root_relative_squared_error: 1.0787, scimark_benchmark: 943.2817, usercpu_time_millis: 26380, usercpu_time_millis_testing: 1910, usercpu_time_millis_training: 24470,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7873, f_measure: 0.7872, kappa: 0.5747, kb_relative_information_score: 2400.967, mean_absolute_error: 0.2126, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7884, predictive_accuracy: 0.7874, prior_entropy: 1, recall: 0.7874, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4611, root_relative_squared_error: 0.9222, scimark_benchmark: 947.4269, usercpu_time_millis: 300, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 270,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, build_cpu_time: 3.9194, build_memory: 736462937.5992, f_measure: 0.7744, kappa: 0.549, kb_relative_information_score: 1870.2527, mean_absolute_error: 0.2906, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7749, predictive_accuracy: 0.7745, prior_entropy: 1, recall: 0.7745, relative_absolute_error: 0.5812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8133, scimark_benchmark: 940.2036,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, build_cpu_time: 5.3017, build_memory: 1732446568.7604, f_measure: 0.7744, kappa: 0.549, kb_relative_information_score: 1870.2527, mean_absolute_error: 0.2906, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7749, predictive_accuracy: 0.7745, prior_entropy: 1, recall: 0.7745, relative_absolute_error: 0.5812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8133, scimark_benchmark: 923.564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8475, build_cpu_time: 4.0174, build_memory: 786019069.1999, f_measure: 0.7744, kappa: 0.549, kb_relative_information_score: 1870.2527, mean_absolute_error: 0.2906, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7749, predictive_accuracy: 0.7745, prior_entropy: 1, recall: 0.7745, relative_absolute_error: 0.5812, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4066, root_relative_squared_error: 0.8133, scimark_benchmark: 874.2668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8472, build_cpu_time: 3.6596, build_memory: 1334235001.1683, f_measure: 0.7744, kappa: 0.549, kb_relative_information_score: 1866.6806, mean_absolute_error: 0.2912, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7749, predictive_accuracy: 0.7745, prior_entropy: 1, recall: 0.7745, relative_absolute_error: 0.5823, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4068, root_relative_squared_error: 0.8135, scimark_benchmark: 940.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8459, build_cpu_time: 0.5596, build_memory: 104314717.9966, f_measure: 0.768, kappa: 0.5361, kb_relative_information_score: 2086.866, mean_absolute_error: 0.2535, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7682, predictive_accuracy: 0.768, prior_entropy: 1, recall: 0.768, relative_absolute_error: 0.5071, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4322, root_relative_squared_error: 0.8645, scimark_benchmark: 945.1987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8497, build_cpu_time: 1.0424, build_memory: 106654779.8248, f_measure: 0.7608, kappa: 0.5217, kb_relative_information_score: 2143.2627, mean_absolute_error: 0.245, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7609, predictive_accuracy: 0.7608, prior_entropy: 1, recall: 0.7608, relative_absolute_error: 0.49, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.441, root_relative_squared_error: 0.8819, scimark_benchmark: 935.8685,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.849, build_cpu_time: 1.9325, build_memory: 995718896.7067, f_measure: 0.7639, kappa: 0.5279, kb_relative_information_score: 2180.5396, mean_absolute_error: 0.24, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.764, predictive_accuracy: 0.7639, prior_entropy: 1, recall: 0.7639, relative_absolute_error: 0.48, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4494, root_relative_squared_error: 0.8989, scimark_benchmark: 939.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8509, build_cpu_time: 4.1073, build_memory: 159729354.5722, f_measure: 0.7714, kappa: 0.5428, kb_relative_information_score: 2254.5517, mean_absolute_error: 0.2306, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7715, predictive_accuracy: 0.7714, prior_entropy: 1, recall: 0.7714, relative_absolute_error: 0.4612, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4519, root_relative_squared_error: 0.9039, scimark_benchmark: 942.573,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8424, build_cpu_time: 8.1547, build_memory: 366638025.2909, f_measure: 0.7697, kappa: 0.5394, kb_relative_information_score: 2243.6257, mean_absolute_error: 0.2315, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7698, predictive_accuracy: 0.7697, prior_entropy: 1, recall: 0.7697, relative_absolute_error: 0.4631, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4629, root_relative_squared_error: 0.9259, scimark_benchmark: 920.993,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7163, build_cpu_time: 0.0316, build_memory: 1210784264.408, f_measure: 0.7162, kappa: 0.4325, kb_relative_information_score: 1806.3709, mean_absolute_error: 0.2838, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7164, predictive_accuracy: 0.7163, prior_entropy: 1, recall: 0.7163, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652, scimark_benchmark: 926.507,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7163, build_cpu_time: 0.0471, build_memory: 30186890.8212, f_measure: 0.7162, kappa: 0.4325, kb_relative_information_score: 1806.3709, mean_absolute_error: 0.2838, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7164, predictive_accuracy: 0.7163, prior_entropy: 1, recall: 0.7163, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7163, build_cpu_time: 0.0504, build_memory: 1864561759.4925, f_measure: 0.7162, kappa: 0.4325, kb_relative_information_score: 1806.3709, mean_absolute_error: 0.2838, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7164, predictive_accuracy: 0.7163, prior_entropy: 1, recall: 0.7163, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7163, build_cpu_time: 0.0488, build_memory: 2708041188.0891, f_measure: 0.7162, kappa: 0.4325, kb_relative_information_score: 1806.3709, mean_absolute_error: 0.2838, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7164, predictive_accuracy: 0.7163, prior_entropy: 1, recall: 0.7163, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7163, build_cpu_time: 0.0492, build_memory: 813331899.9512, f_measure: 0.7162, kappa: 0.4325, kb_relative_information_score: 1806.3709, mean_absolute_error: 0.2838, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7164, predictive_accuracy: 0.7163, prior_entropy: 1, recall: 0.7163, relative_absolute_error: 0.5675, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5326, root_relative_squared_error: 1.0652, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8142, build_cpu_time: 9.4109, build_memory: 519529798.2724, f_measure: 0.7813, kappa: 0.5629, kb_relative_information_score: 2112.3479, mean_absolute_error: 0.2528, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7822, predictive_accuracy: 0.7814, prior_entropy: 1, recall: 0.7814, relative_absolute_error: 0.5057, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4295, root_relative_squared_error: 0.859, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, build_cpu_time: 20.4259, build_memory: 763391257.356, f_measure: 0.7761, kappa: 0.5524, kb_relative_information_score: 2077.8671, mean_absolute_error: 0.2568, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7766, predictive_accuracy: 0.7762, prior_entropy: 1, recall: 0.7762, relative_absolute_error: 0.5135, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4352, root_relative_squared_error: 0.8705, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8064, build_cpu_time: 34.504, build_memory: 1213456598.5617, f_measure: 0.7801, kappa: 0.5605, kb_relative_information_score: 2106.4146, mean_absolute_error: 0.2534, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7808, predictive_accuracy: 0.7802, prior_entropy: 1, recall: 0.7802, relative_absolute_error: 0.5069, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4319, root_relative_squared_error: 0.8637, scimark_benchmark: 920.6725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8029, build_cpu_time: 72.8888, build_memory: 2073641581.6308, f_measure: 0.778, kappa: 0.5562, kb_relative_information_score: 2089.8576, mean_absolute_error: 0.2554, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7786, predictive_accuracy: 0.7781, prior_entropy: 1, recall: 0.7781, relative_absolute_error: 0.5108, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4345, root_relative_squared_error: 0.869, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7279, build_cpu_time: 1.6587, build_memory: 643888949.8932, f_measure: 0.6696, kappa: 0.3392, kb_relative_information_score: 1411.5967, mean_absolute_error: 0.3314, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.6696, predictive_accuracy: 0.6696, prior_entropy: 1, recall: 0.6696, relative_absolute_error: 0.6628, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5523, root_relative_squared_error: 1.1046, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7385, build_cpu_time: 0.9069, build_memory: 1096256962.8729, f_measure: 0.6708, kappa: 0.3416, kb_relative_information_score: 1425.579, mean_absolute_error: 0.3297, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.6708, predictive_accuracy: 0.6708, prior_entropy: 1, recall: 0.6708, relative_absolute_error: 0.6594, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5386, root_relative_squared_error: 1.0772, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.743, build_cpu_time: 0.4611, build_memory: 830668579.0395, f_measure: 0.6811, kappa: 0.3622, kb_relative_information_score: 1447.1873, mean_absolute_error: 0.3284, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.6811, predictive_accuracy: 0.6811, prior_entropy: 1, recall: 0.6811, relative_absolute_error: 0.6569, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5197, root_relative_squared_error: 1.0393, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7456, build_cpu_time: 0.2874, build_memory: 1172361857.4958, f_measure: 0.6761, kappa: 0.3522, kb_relative_information_score: 1393.2282, mean_absolute_error: 0.3358, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.6761, predictive_accuracy: 0.6761, prior_entropy: 1, recall: 0.6761, relative_absolute_error: 0.6715, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.5042, root_relative_squared_error: 1.0084, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7445, build_cpu_time: 0.1085, build_memory: 641907234.1566, f_measure: 0.6802, kappa: 0.3603, kb_relative_information_score: 1319.2195, mean_absolute_error: 0.3464, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.6802, predictive_accuracy: 0.6802, prior_entropy: 1, recall: 0.6802, relative_absolute_error: 0.6928, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4886, root_relative_squared_error: 0.9772, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, build_cpu_time: 0.1142, build_memory: 644121651.0395, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, build_cpu_time: 0.1072, build_memory: 756201219.7788, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, build_cpu_time: 0.1148, build_memory: 1311572546.3021, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, build_cpu_time: 0.1154, build_memory: 1353582644.7268, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7281, build_cpu_time: 0.1182, build_memory: 1482773036.6809, f_measure: 0.7342, kappa: 0.4686, kb_relative_information_score: 1118.9744, mean_absolute_error: 0.3861, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7347, predictive_accuracy: 0.7343, prior_entropy: 1, recall: 0.7343, relative_absolute_error: 0.7721, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4418, root_relative_squared_error: 0.8836, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8491, build_cpu_time: 646.7192, build_memory: 918062734.0522, f_measure: 0.7565, kappa: 0.5142, kb_relative_information_score: 1745.018, mean_absolute_error: 0.3024, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7592, predictive_accuracy: 0.757, prior_entropy: 1, recall: 0.757, relative_absolute_error: 0.6049, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3982, root_relative_squared_error: 0.7964, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8528, build_cpu_time: 1131.4174, build_memory: 607314922.0589, f_measure: 0.7637, kappa: 0.528, kb_relative_information_score: 1778.8705, mean_absolute_error: 0.2982, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7653, predictive_accuracy: 0.7639, prior_entropy: 1, recall: 0.7639, relative_absolute_error: 0.5964, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3955, root_relative_squared_error: 0.7909, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8595, build_cpu_time: 2457.0929, build_memory: 80992741.1099, f_measure: 0.7772, kappa: 0.5548, kb_relative_information_score: 1866.2027, mean_absolute_error: 0.2875, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7785, predictive_accuracy: 0.7774, prior_entropy: 1, recall: 0.7774, relative_absolute_error: 0.5749, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3917, root_relative_squared_error: 0.7834, scimark_benchmark: 899.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.867, build_cpu_time: 5181.4041, build_memory: 876471483.344, f_measure: 0.7809, kappa: 0.5619, kb_relative_information_score: 1964.8602, mean_absolute_error: 0.2746, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7814, predictive_accuracy: 0.7809, prior_entropy: 1, recall: 0.7809, relative_absolute_error: 0.5492, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3876, root_relative_squared_error: 0.7752, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.869, build_cpu_time: 8957.8559, build_memory: 260588916.43, f_measure: 0.7828, kappa: 0.5658, kb_relative_information_score: 2044.9527, mean_absolute_error: 0.2636, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7833, predictive_accuracy: 0.7829, prior_entropy: 1, recall: 0.7829, relative_absolute_error: 0.5272, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.388, root_relative_squared_error: 0.776, scimark_benchmark: 941.6106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7989, build_cpu_time: 604.2509, build_memory: 208254712.3811, f_measure: 0.7727, kappa: 0.5457, kb_relative_information_score: 2284.9419, mean_absolute_error: 0.2264, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7732, predictive_accuracy: 0.7728, prior_entropy: 1, recall: 0.7728, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4712, root_relative_squared_error: 0.9423, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.823, build_cpu_time: 144.7399, build_memory: 1643008629.3953, f_measure: 0.7632, kappa: 0.5265, kb_relative_information_score: 2207.9542, mean_absolute_error: 0.2357, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7633, predictive_accuracy: 0.7632, prior_entropy: 1, recall: 0.7632, relative_absolute_error: 0.4714, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4711, root_relative_squared_error: 0.9422, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8304, build_cpu_time: 66.5654, build_memory: 1173547020.7249, f_measure: 0.7551, kappa: 0.5102, kb_relative_information_score: 2136.8678, mean_absolute_error: 0.2442, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7552, predictive_accuracy: 0.7551, prior_entropy: 1, recall: 0.7551, relative_absolute_error: 0.4884, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.4676, root_relative_squared_error: 0.9351, scimark_benchmark: 920.2874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8654, build_cpu_time: 4.3185, build_memory: 450756654.0733, f_measure: 0.7855, kappa: 0.571, kb_relative_information_score: 1974.3783, mean_absolute_error: 0.2753, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7856, predictive_accuracy: 0.7855, prior_entropy: 1, recall: 0.7855, relative_absolute_error: 0.5506, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3878, root_relative_squared_error: 0.7756, scimark_benchmark: 937.6343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8701, build_cpu_time: 8.7846, build_memory: 152038661.175, f_measure: 0.7936, kappa: 0.5873, kb_relative_information_score: 2043.198, mean_absolute_error: 0.2663, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7939, predictive_accuracy: 0.7936, prior_entropy: 1, recall: 0.7936, relative_absolute_error: 0.5326, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3845, root_relative_squared_error: 0.769, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8726, build_cpu_time: 17.3678, build_memory: 960971907.9205, f_measure: 0.7924, kappa: 0.5849, kb_relative_information_score: 2080.8559, mean_absolute_error: 0.261, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7928, predictive_accuracy: 0.7924, prior_entropy: 1, recall: 0.7924, relative_absolute_error: 0.522, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.383, root_relative_squared_error: 0.766, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.875, build_cpu_time: 61.3193, build_memory: 922293036.5391, f_measure: 0.7861, kappa: 0.5725, kb_relative_information_score: 2160.8357, mean_absolute_error: 0.2488, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.787, predictive_accuracy: 0.7862, prior_entropy: 1, recall: 0.7862, relative_absolute_error: 0.4977, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3856, root_relative_squared_error: 0.7711, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, build_cpu_time: 3.4193, build_memory: 1019639744.5593, f_measure: 0.7819, kappa: 0.5638, kb_relative_information_score: 2030.1956, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.782, predictive_accuracy: 0.7819, prior_entropy: 1, recall: 0.7819, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.7917, scimark_benchmark: 937.5625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, build_cpu_time: 3.7899, build_memory: 990896707.3383, f_measure: 0.7819, kappa: 0.5638, kb_relative_information_score: 2030.1956, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.782, predictive_accuracy: 0.7819, prior_entropy: 1, recall: 0.7819, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.7917, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8607, build_cpu_time: 3.6127, build_memory: 758649196.7039, f_measure: 0.7819, kappa: 0.5638, kb_relative_information_score: 2030.1956, mean_absolute_error: 0.2662, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.782, predictive_accuracy: 0.7819, prior_entropy: 1, recall: 0.7819, relative_absolute_error: 0.5324, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.7917, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8603, build_cpu_time: 2.7665, build_memory: 370247279.7185, f_measure: 0.7824, kappa: 0.5648, kb_relative_information_score: 2023.3015, mean_absolute_error: 0.2671, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7825, predictive_accuracy: 0.7824, prior_entropy: 1, recall: 0.7824, relative_absolute_error: 0.5343, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3959, root_relative_squared_error: 0.7918, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8591, build_cpu_time: 1.9354, build_memory: 616383982.0292, f_measure: 0.7814, kappa: 0.5629, kb_relative_information_score: 2012.0312, mean_absolute_error: 0.2689, mean_prior_absolute_error: 0.5, number_of_instances: 4177, precision: 0.7815, predictive_accuracy: 0.7814, prior_entropy: 1, recall: 0.7814, relative_absolute_error: 0.5379, root_mean_prior_squared_error: 0.5, root_mean_squared_error: 0.3962, root_relative_squared_error: 0.7925, scimark_benchmark: 917.4547,

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