DEVELOPMENT...

A PHP Error was encountered

Severity: Warning

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

Filename: models/Log.php

Line Number: 37

Backtrace:

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

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

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

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

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

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

A PHP Error was encountered

Severity: Warning

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

Filename: models/Log.php

Line Number: 37

Backtrace:

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

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

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

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

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

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

A PHP Error was encountered

Severity: Warning

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

Filename: models/Log.php

Line Number: 37

Backtrace:

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

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

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

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

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

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

OpenML
Task
Supervised Classification on analcatdata_challenger

Supervised Classification on analcatdata_challenger

Task 3876 Supervised Classification analcatdata_challenger 934 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • study_1 study_107 study_41 study_7 under100k under1m
Issue #Downvotes for this reason By


Metric:

934 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5792, f_measure: 0.9033, kb_relative_information_score: -117.2817, mean_absolute_error: 0.1211, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.951, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2643, root_relative_squared_error: 1.07, scimark_benchmark: 940.3347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 1442.7264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 1336.3256, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 1287.514, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: -907.4711, mean_absolute_error: 0.5, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 3.9268, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.5, root_relative_squared_error: 2.0244, scimark_benchmark: 1335.643, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 938.343,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6688, f_measure: 0.9033, kb_relative_information_score: -44.0678, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9057, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.9779, scimark_benchmark: 923.6051, usercpu_time_millis: 30, usercpu_time_millis_training: 30,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 1355.9413,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5293, f_measure: 0.9033, kb_relative_information_score: -62.7673, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2463, root_relative_squared_error: 0.9973, scimark_benchmark: 934.0566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5293, f_measure: 0.9033, kb_relative_information_score: -59.1255, mean_absolute_error: 0.1246, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9783, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2464, root_relative_squared_error: 0.9974, scimark_benchmark: 930.067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5293, f_measure: 0.9033, kb_relative_information_score: -44.7574, mean_absolute_error: 0.1287, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 1.0104, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2471, root_relative_squared_error: 1.0006, scimark_benchmark: 874.0917,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5965, f_measure: 0.9033, kb_relative_information_score: -124.3786, mean_absolute_error: 0.1233, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9686, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2664, root_relative_squared_error: 1.0787, scimark_benchmark: 1066.7184, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5444, f_measure: 0.9033, kb_relative_information_score: -116.1633, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9426, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2644, root_relative_squared_error: 1.0705, scimark_benchmark: 1318.5526,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: 2.7051, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2471, root_relative_squared_error: 1.0005, scimark_benchmark: 1372.2145,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: 2.7051, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2471, root_relative_squared_error: 1.0005, scimark_benchmark: 1287.514,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5245, f_measure: 0.8841, kappa: 0.0491, kb_relative_information_score: -39.2478, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8841, predictive_accuracy: 0.8841, prior_entropy: 0.3712, recall: 0.8841, relative_absolute_error: 0.9106, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.3405, root_relative_squared_error: 1.3786, scimark_benchmark: 1359.379,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 1442.7264,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: 2.7051, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2471, root_relative_squared_error: 1.0005, scimark_benchmark: 1392.1129,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 1351.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 1353.5686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: -4.8998, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 1.0051, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2472, root_relative_squared_error: 1.0009, scimark_benchmark: 1353.5686,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: 2.7051, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2471, root_relative_squared_error: 1.0005, scimark_benchmark: 1501.4698,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6434, f_measure: 0.9033, kb_relative_information_score: 34.3129, mean_absolute_error: 0.0657, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5157, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.0341, scimark_benchmark: 927.0753,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4957, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -47.2906, mean_absolute_error: 0.1151, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9037, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.266, root_relative_squared_error: 1.0769, scimark_benchmark: 876.8277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -52.9652, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2627, root_relative_squared_error: 1.0636, scimark_benchmark: 945.6434,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -52.9652, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2627, root_relative_squared_error: 1.0636, scimark_benchmark: 934.5243, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6852, f_measure: 0.9033, kb_relative_information_score: 34.5284, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5127, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.0339, scimark_benchmark: 911.3823, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6499, f_measure: 0.9033, kb_relative_information_score: 34.4637, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5136, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2553, root_relative_squared_error: 1.0338, scimark_benchmark: 938.2848, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6563, f_measure: 0.9033, kb_relative_information_score: 34.5355, mean_absolute_error: 0.0653, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5126, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.0339, scimark_benchmark: 938.2848, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6227, f_measure: 0.9033, kb_relative_information_score: 34.4736, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5135, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2553, root_relative_squared_error: 1.0338, scimark_benchmark: 938.4285, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6219, f_measure: 0.9033, kb_relative_information_score: 34.5448, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5124, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.0339, scimark_benchmark: 938.4285,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6214, f_measure: 0.9033, kb_relative_information_score: -113.1036, mean_absolute_error: 0.1192, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9361, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2618, root_relative_squared_error: 1.0601, scimark_benchmark: 938.4285, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6258, f_measure: 0.9033, kb_relative_information_score: -106.9675, mean_absolute_error: 0.118, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9268, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2592, root_relative_squared_error: 1.0493, scimark_benchmark: 924.6116, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6395, f_measure: 0.9033, kb_relative_information_score: -100.0952, mean_absolute_error: 0.1177, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9245, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2567, root_relative_squared_error: 1.0393, scimark_benchmark: 924.6116,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6654, f_measure: 0.9033, kb_relative_information_score: -88.7413, mean_absolute_error: 0.1167, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9168, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.254, root_relative_squared_error: 1.0285, scimark_benchmark: 902.4773,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6921, f_measure: 0.9033, kb_relative_information_score: -77.7888, mean_absolute_error: 0.1183, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9289, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2523, root_relative_squared_error: 1.0216, scimark_benchmark: 931.2336, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: -4.8998, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 1.0051, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2472, root_relative_squared_error: 1.0009, scimark_benchmark: 940.2922,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6421, f_measure: 0.8713, kappa: 0.0224, kb_relative_information_score: -209.3373, mean_absolute_error: 0.1786, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8809, predictive_accuracy: 0.8623, prior_entropy: 0.3712, recall: 0.8623, relative_absolute_error: 1.4028, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2847, root_relative_squared_error: 1.1525, scimark_benchmark: 929.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6253, f_measure: 0.9033, kb_relative_information_score: -71.1088, mean_absolute_error: 0.1159, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9103, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2547, root_relative_squared_error: 1.0313, scimark_benchmark: 943.6956,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5444, f_measure: 0.9033, kb_relative_information_score: -116.1633, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9426, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2644, root_relative_squared_error: 1.0705, scimark_benchmark: 929.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: -4.8998, mean_absolute_error: 0.128, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 1.0051, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2472, root_relative_squared_error: 1.0009, scimark_benchmark: 929.566,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5883, f_measure: 0.9033, kb_relative_information_score: -62.9099, mean_absolute_error: 0.1268, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9962, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2538, root_relative_squared_error: 1.0277, scimark_benchmark: 911.0478, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 947.9494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4462, f_measure: 0.9033, kb_relative_information_score: 2.7051, mean_absolute_error: 0.122, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.958, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2471, root_relative_squared_error: 1.0005, scimark_benchmark: 929.0255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6171, f_measure: 0.9033, kb_relative_information_score: -654.8484, mean_absolute_error: 0.3205, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 2.5169, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.3368, root_relative_squared_error: 1.3638, scimark_benchmark: 934.5243, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5383, f_measure: 0.9033, kb_relative_information_score: -39.728, mean_absolute_error: 0.1123, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.8822, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2464, root_relative_squared_error: 0.9977, scimark_benchmark: 917.7039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 901.0726,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5991, f_measure: 0.9033, kb_relative_information_score: -139.2181, mean_absolute_error: 0.1299, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 1.0205, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2699, root_relative_squared_error: 1.0927, scimark_benchmark: 945.6434, usercpu_time_millis: 60, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6059, f_measure: 0.8996, kappa: -0.0132, kb_relative_information_score: -91.117, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8734, predictive_accuracy: 0.9275, prior_entropy: 0.3712, recall: 0.9275, relative_absolute_error: 0.906, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0671, scimark_benchmark: 943.6956, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6059, f_measure: 0.8996, kappa: -0.0132, kb_relative_information_score: -91.117, mean_absolute_error: 0.1154, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8734, predictive_accuracy: 0.9275, prior_entropy: 0.3712, recall: 0.9275, relative_absolute_error: 0.906, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0671, scimark_benchmark: 915.2795, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5599, f_measure: 0.9033, kb_relative_information_score: -95.7063, mean_absolute_error: 0.1153, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9057, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.264, root_relative_squared_error: 1.069, scimark_benchmark: 911.3823, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6245, f_measure: 0.9033, kb_relative_information_score: -111.282, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9373, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.264, root_relative_squared_error: 1.0691, scimark_benchmark: 938.9865, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5293, f_measure: 0.9033, kb_relative_information_score: -62.7673, mean_absolute_error: 0.1243, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9765, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2463, root_relative_squared_error: 0.9973, scimark_benchmark: 935.8986,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 915.2795, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.9033, kb_relative_information_score: 34.5601, mean_absolute_error: 0.0652, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.5122, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2554, root_relative_squared_error: 1.034, scimark_benchmark: 945.7621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, build_cpu_time: 0.0383, build_memory: 604288347.1304, f_measure: 0.9033, kb_relative_information_score: -43.9825, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.9866, scimark_benchmark: 945.1987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, build_cpu_time: 0.0529, build_memory: 734169236.058, f_measure: 0.9033, kb_relative_information_score: -43.9825, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.9866, scimark_benchmark: 937.3768,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6675, build_cpu_time: 0.0438, build_memory: 1139019584, f_measure: 0.9033, kb_relative_information_score: -43.9825, mean_absolute_error: 0.1139, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.8942, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2437, root_relative_squared_error: 0.9866, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6658, build_cpu_time: 0.0358, build_memory: 374803546.4348, f_measure: 0.9033, kb_relative_information_score: -42.0235, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.8898, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2443, root_relative_squared_error: 0.989, scimark_benchmark: 919.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, build_cpu_time: 0.0019, build_memory: 125408964.5797, f_measure: 0.9033, kb_relative_information_score: -68.4741, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2532, root_relative_squared_error: 1.0252, scimark_benchmark: 945.1987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, build_cpu_time: 0.0023, build_memory: 985662684.7536, f_measure: 0.9033, kb_relative_information_score: -68.4741, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2532, root_relative_squared_error: 1.0252, scimark_benchmark: 907.1899,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, build_cpu_time: 0.002, build_memory: 494639036.1739, f_measure: 0.9033, kb_relative_information_score: -68.4741, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2532, root_relative_squared_error: 1.0252, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, build_cpu_time: 0.0041, build_memory: 401109965.6812, f_measure: 0.9033, kb_relative_information_score: -68.4741, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2532, root_relative_squared_error: 1.0252, scimark_benchmark: 939.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5151, build_cpu_time: 0.0041, build_memory: 1083526601.2754, f_measure: 0.9033, kb_relative_information_score: -68.4741, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9477, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2532, root_relative_squared_error: 1.0252, scimark_benchmark: 939.9885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.609, build_cpu_time: 0.0378, build_memory: 1158371926.087, f_measure: 0.9033, kb_relative_information_score: -116.0051, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9423, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2644, root_relative_squared_error: 1.0706, scimark_benchmark: 874.2668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4621, build_cpu_time: 0.0216, build_memory: 205506195.8261, f_measure: 0.9033, kb_relative_information_score: -115.6958, mean_absolute_error: 0.12, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.942, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2645, root_relative_squared_error: 1.0708, scimark_benchmark: 947.5446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4621, build_cpu_time: 0.0158, build_memory: 2004696099.7102, f_measure: 0.9033, kb_relative_information_score: -115.2222, mean_absolute_error: 0.1199, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9416, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2645, root_relative_squared_error: 1.0711, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4621, build_cpu_time: 0.008, build_memory: 2662808966.029, f_measure: 0.9033, kb_relative_information_score: -114.2855, mean_absolute_error: 0.1198, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9411, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2647, root_relative_squared_error: 1.0718, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4638, build_cpu_time: 0.0039, build_memory: 1100565632, f_measure: 0.9033, kb_relative_information_score: -113.5743, mean_absolute_error: 0.1197, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9404, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2636, root_relative_squared_error: 1.0673, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4522, build_cpu_time: 0.2108, build_memory: 495294041.2754, f_measure: 0.9033, kb_relative_information_score: -117.7865, mean_absolute_error: 0.1207, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9476, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2652, root_relative_squared_error: 1.0736, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4475, build_cpu_time: 0.3007, build_memory: 807780741.7391, f_measure: 0.9033, kb_relative_information_score: -119.3025, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9468, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2646, root_relative_squared_error: 1.0713, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4444, build_cpu_time: 0.5963, build_memory: 690029342.3768, f_measure: 0.9033, kb_relative_information_score: -117.8243, mean_absolute_error: 0.1206, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9469, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.265, root_relative_squared_error: 1.0728, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5172, build_cpu_time: 1.1793, build_memory: 418938877.6812, f_measure: 0.9033, kb_relative_information_score: -116.2493, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.944, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2647, root_relative_squared_error: 1.0716, scimark_benchmark: 939.8137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.581, build_cpu_time: 1.4009, build_memory: 794654356.3478, f_measure: 0.9033, kb_relative_information_score: -116.5484, mean_absolute_error: 0.1202, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9438, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2644, root_relative_squared_error: 1.0705, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, build_cpu_time: 0.0096, build_memory: 432931267.3623, f_measure: 0.9033, kb_relative_information_score: -96.4227, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9212, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2626, root_relative_squared_error: 1.0632, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, build_cpu_time: 0.0054, build_memory: 1122082089.6232, f_measure: 0.9033, kb_relative_information_score: -96.4227, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9212, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2626, root_relative_squared_error: 1.0632, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6365, build_cpu_time: 0.0079, build_memory: 1119492836.4058, f_measure: 0.9033, kb_relative_information_score: -96.1521, mean_absolute_error: 0.1173, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.921, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2625, root_relative_squared_error: 1.063, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6503, build_cpu_time: 0.0034, build_memory: 1496563057.6232, f_measure: 0.9033, kb_relative_information_score: -95.4907, mean_absolute_error: 0.117, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9189, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2604, root_relative_squared_error: 1.0542, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, build_cpu_time: 0.0017, build_memory: 456865584, f_measure: 0.9033, kb_relative_information_score: -89.8659, mean_absolute_error: 0.1149, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9025, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.257, root_relative_squared_error: 1.0404, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5457, build_cpu_time: 0.0023, build_memory: 727142922.087, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -52.8549, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9367, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2627, root_relative_squared_error: 1.0638, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, build_cpu_time: 0.0027, build_memory: 1243265593.3913, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -52.9652, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2627, root_relative_squared_error: 1.0636, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, build_cpu_time: 0.0032, build_memory: 377238704.1159, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -52.9652, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2627, root_relative_squared_error: 1.0636, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, build_cpu_time: 0.0037, build_memory: 1994345049.0435, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -52.9652, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2627, root_relative_squared_error: 1.0636, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5439, build_cpu_time: 0.0082, build_memory: 126294689.3913, f_measure: 0.8923, kappa: -0.0337, kb_relative_information_score: -52.9652, mean_absolute_error: 0.1193, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8725, predictive_accuracy: 0.913, prior_entropy: 0.3712, recall: 0.913, relative_absolute_error: 0.9366, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2627, root_relative_squared_error: 1.0636, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6477, build_cpu_time: 0.2365, build_memory: 30744747.7681, f_measure: 0.8996, kappa: -0.0132, kb_relative_information_score: -91.0724, mean_absolute_error: 0.1146, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8734, predictive_accuracy: 0.9275, prior_entropy: 0.3712, recall: 0.9275, relative_absolute_error: 0.9001, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2555, root_relative_squared_error: 1.0343, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6357, build_cpu_time: 0.305, build_memory: 131142507.8841, f_measure: 0.9033, kb_relative_information_score: -98.2288, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9082, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2594, root_relative_squared_error: 1.0502, scimark_benchmark: 872.1114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6572, build_cpu_time: 0.7268, build_memory: 906407369.3913, f_measure: 0.9033, kb_relative_information_score: -99.723, mean_absolute_error: 0.1156, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.908, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.26, root_relative_squared_error: 1.0528, scimark_benchmark: 915.8564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6331, build_cpu_time: 1.3874, build_memory: 672198210.2609, f_measure: 0.9033, kb_relative_information_score: -110.4261, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9318, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2634, root_relative_squared_error: 1.0664, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6426, build_cpu_time: 2.4923, build_memory: 1864421674.1449, f_measure: 0.9033, kb_relative_information_score: -110.9168, mean_absolute_error: 0.1185, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9308, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2632, root_relative_squared_error: 1.0655, scimark_benchmark: 874.7324,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, build_cpu_time: 1.2049, build_memory: 1265330859.1884, f_measure: 0.9033, kb_relative_information_score: -85.3353, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.893, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0409, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, build_cpu_time: 1.2361, build_memory: 155765796.6377, f_measure: 0.9033, kb_relative_information_score: -85.3353, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.893, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0409, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, build_cpu_time: 1.2115, build_memory: 101434308.1739, f_measure: 0.9033, kb_relative_information_score: -85.3353, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.893, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0409, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, build_cpu_time: 1.3438, build_memory: 135796290.6087, f_measure: 0.9033, kb_relative_information_score: -85.3353, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.893, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0409, scimark_benchmark: 892.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6141, build_cpu_time: 1.3481, build_memory: 134659020.1739, f_measure: 0.9033, kb_relative_information_score: -85.3353, mean_absolute_error: 0.1137, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.893, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0409, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5952, build_cpu_time: 0.9335, build_memory: 1119031712.6957, f_measure: 0.9033, kb_relative_information_score: -85.3923, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.8906, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2571, root_relative_squared_error: 1.0408, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5853, build_cpu_time: 0.0301, build_memory: 718559298.6087, f_measure: 0.9033, kb_relative_information_score: -108.5566, mean_absolute_error: 0.1195, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9384, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2652, root_relative_squared_error: 1.0739, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.556, build_cpu_time: 0.0775, build_memory: 534136934.8986, f_measure: 0.9033, kb_relative_information_score: -104.6367, mean_absolute_error: 0.1174, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9222, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2638, root_relative_squared_error: 1.0682, scimark_benchmark: 944.4197,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5306, build_cpu_time: 0.0859, build_memory: 138941011.1884, f_measure: 0.9033, kb_relative_information_score: -109.1529, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9346, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2652, root_relative_squared_error: 1.0736, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, build_cpu_time: 0.0856, build_memory: 710505572.2319, f_measure: 0.9033, kb_relative_information_score: -108.9769, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2653, root_relative_squared_error: 1.074, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5323, build_cpu_time: 0.0714, build_memory: 1017429754.4348, f_measure: 0.9033, kb_relative_information_score: -108.9769, mean_absolute_error: 0.119, mean_prior_absolute_error: 0.1273, number_of_instances: 138, precision: 0.8738, predictive_accuracy: 0.9348, prior_entropy: 0.3712, recall: 0.9348, relative_absolute_error: 0.9348, root_mean_prior_squared_error: 0.247, root_mean_squared_error: 0.2653, root_relative_squared_error: 1.074, scimark_benchmark: 920.2874,

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