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 ecoli

Supervised Classification on ecoli

Task 1802 Supervised Classification ecoli 321 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

321 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, f_measure: 0.8381, kappa: 0.7845, kb_relative_information_score: 1237.179, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.835, predictive_accuracy: 0.8446, prior_entropy: 2.2353, recall: 0.8446, relative_absolute_error: 0.2901, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1791, root_relative_squared_error: 0.5938, scimark_benchmark: 940.3347, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, f_measure: 0.2541, kb_relative_information_score: 11.1091, mean_absolute_error: 0.1986, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.1811, predictive_accuracy: 0.4256, prior_entropy: 2.2353, recall: 0.4256, relative_absolute_error: 1.0863, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.3096, root_relative_squared_error: 1.0266, scimark_benchmark: 1372.2145, usercpu_time_millis: 170, usercpu_time_millis_testing: 40, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, f_measure: 0.7662, kappa: 0.7329, kb_relative_information_score: 211.8823, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8049, predictive_accuracy: 0.8113, prior_entropy: 2.2353, recall: 0.8113, relative_absolute_error: 1.0394, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.9795, scimark_benchmark: 939.449, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9628, f_measure: 0.8602, kappa: 0.8141, kb_relative_information_score: 1249.7069, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8554, predictive_accuracy: 0.8655, prior_entropy: 2.2353, recall: 0.8655, relative_absolute_error: 0.2922, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.549, scimark_benchmark: 1321.527, usercpu_time_millis: 130, usercpu_time_millis_training: 130,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9078, f_measure: 0.852, kappa: 0.8068, kb_relative_information_score: 1283.6365, mean_absolute_error: 0.0345, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8489, predictive_accuracy: 0.8619, prior_entropy: 2.2353, recall: 0.8619, relative_absolute_error: 0.1889, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.616, scimark_benchmark: 1250.8301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9662, f_measure: 0.8214, kappa: 0.7608, kb_relative_information_score: 1231.4184, mean_absolute_error: 0.0537, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8184, predictive_accuracy: 0.8268, prior_entropy: 2.2353, recall: 0.8268, relative_absolute_error: 0.2938, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1747, root_relative_squared_error: 0.5793, scimark_benchmark: 1073.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, f_measure: 0.8086, kappa: 0.7429, kb_relative_information_score: 1082.8747, mean_absolute_error: 0.0753, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8038, predictive_accuracy: 0.8143, prior_entropy: 2.2353, recall: 0.8143, relative_absolute_error: 0.4118, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1889, root_relative_squared_error: 0.6264, scimark_benchmark: 1309.3173, usercpu_time_millis: 100, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, f_measure: 0.8478, kappa: 0.7979, kb_relative_information_score: 1190.943, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8432, predictive_accuracy: 0.8542, prior_entropy: 2.2353, recall: 0.8542, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.5719, scimark_benchmark: 1298.285, usercpu_time_millis: 80, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8636, f_measure: 0.7835, kappa: 0.7038, kb_relative_information_score: 1141.7208, mean_absolute_error: 0.0542, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7844, predictive_accuracy: 0.7833, prior_entropy: 2.2353, recall: 0.7833, relative_absolute_error: 0.2963, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2327, root_relative_squared_error: 0.7716, scimark_benchmark: 1315.0767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9083, f_measure: 0.7861, kappa: 0.7191, kb_relative_information_score: 1061.5647, mean_absolute_error: 0.0707, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7804, predictive_accuracy: 0.7994, prior_entropy: 2.2353, recall: 0.7994, relative_absolute_error: 0.3871, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.202, root_relative_squared_error: 0.6697, scimark_benchmark: 1335.4072,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9082, f_measure: 0.8016, kappa: 0.7348, kb_relative_information_score: 1107.5815, mean_absolute_error: 0.0631, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7969, predictive_accuracy: 0.8083, prior_entropy: 2.2353, recall: 0.8083, relative_absolute_error: 0.3452, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2027, root_relative_squared_error: 0.672, scimark_benchmark: 1321.6263, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8987, f_measure: 0.8355, kappa: 0.7807, kb_relative_information_score: 1250.5118, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.831, predictive_accuracy: 0.8417, prior_entropy: 2.2353, recall: 0.8417, relative_absolute_error: 0.2166, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.199, root_relative_squared_error: 0.6596, scimark_benchmark: 1386.5717, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6948, f_measure: 0.5724, kappa: 0.4116, kb_relative_information_score: 713.0752, mean_absolute_error: 0.0957, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.6245, predictive_accuracy: 0.6173, prior_entropy: 2.2353, recall: 0.6173, relative_absolute_error: 0.5235, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.3093, root_relative_squared_error: 1.0256, scimark_benchmark: 1368.9272,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8907, f_measure: 0.792, kappa: 0.7156, kb_relative_information_score: 1135.7712, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7942, predictive_accuracy: 0.7929, prior_entropy: 2.2353, recall: 0.7929, relative_absolute_error: 0.3286, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2113, root_relative_squared_error: 0.7007, scimark_benchmark: 1341.2341, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7567, f_measure: 0.5928, kappa: 0.4908, kb_relative_information_score: 755.873, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.5828, predictive_accuracy: 0.6464, prior_entropy: 2.2353, recall: 0.6464, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.9857, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8566, f_measure: 0.7709, kappa: 0.6919, kb_relative_information_score: 1093.9706, mean_absolute_error: 0.0555, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7694, predictive_accuracy: 0.778, prior_entropy: 2.2353, recall: 0.778, relative_absolute_error: 0.3037, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2356, root_relative_squared_error: 0.7811, scimark_benchmark: 1028.5889, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4962, f_measure: 0.2541, kb_relative_information_score: 2.2336, mean_absolute_error: 0.1836, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.1811, predictive_accuracy: 0.4256, prior_entropy: 2.2353, recall: 0.4256, relative_absolute_error: 1.0045, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.3017, root_relative_squared_error: 1.0002, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, f_measure: 0.7999, kappa: 0.73, kb_relative_information_score: 1141.9747, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7969, predictive_accuracy: 0.8042, prior_entropy: 2.2353, recall: 0.8042, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.6818, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, build_cpu_time: 0.5633, build_memory: 945381480.8, f_measure: 0.8482, kappa: 0.7961, kb_relative_information_score: 1114.748, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8465, predictive_accuracy: 0.8524, prior_entropy: 2.2353, recall: 0.8524, relative_absolute_error: 0.41, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.5949, scimark_benchmark: 932.2022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, build_cpu_time: 0.5547, build_memory: 692917800, f_measure: 0.8482, kappa: 0.7961, kb_relative_information_score: 1114.748, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8465, predictive_accuracy: 0.8524, prior_entropy: 2.2353, recall: 0.8524, relative_absolute_error: 0.41, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.5949, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, build_cpu_time: 0.5777, build_memory: 779013559.2, f_measure: 0.8482, kappa: 0.7961, kb_relative_information_score: 1114.748, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8465, predictive_accuracy: 0.8524, prior_entropy: 2.2353, recall: 0.8524, relative_absolute_error: 0.41, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.5949, scimark_benchmark: 938.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9454, build_cpu_time: 0.6331, build_memory: 1263681551.2, f_measure: 0.8482, kappa: 0.7961, kb_relative_information_score: 1114.748, mean_absolute_error: 0.0749, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8465, predictive_accuracy: 0.8524, prior_entropy: 2.2353, recall: 0.8524, relative_absolute_error: 0.41, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1794, root_relative_squared_error: 0.5949, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9453, build_cpu_time: 0.5666, build_memory: 846546376, f_measure: 0.8482, kappa: 0.7961, kb_relative_information_score: 1113.0395, mean_absolute_error: 0.0752, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8465, predictive_accuracy: 0.8524, prior_entropy: 2.2353, recall: 0.8524, relative_absolute_error: 0.4116, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1795, root_relative_squared_error: 0.595, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9427, build_cpu_time: 0.011, build_memory: 1124736948, f_measure: 0.8207, kappa: 0.7622, kb_relative_information_score: 1146.9295, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8166, predictive_accuracy: 0.8292, prior_entropy: 2.2353, recall: 0.8292, relative_absolute_error: 0.348, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1845, root_relative_squared_error: 0.6118, scimark_benchmark: 918.7639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, build_cpu_time: 0.0136, build_memory: 63174904.8, f_measure: 0.8167, kappa: 0.756, kb_relative_information_score: 1156.6339, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8125, predictive_accuracy: 0.8244, prior_entropy: 2.2353, recall: 0.8244, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.616, scimark_benchmark: 926.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, build_cpu_time: 0.0134, build_memory: 1425730482.4, f_measure: 0.8167, kappa: 0.756, kb_relative_information_score: 1156.6339, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8125, predictive_accuracy: 0.8244, prior_entropy: 2.2353, recall: 0.8244, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.616, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, build_cpu_time: 0.0163, build_memory: 1295997954.4, f_measure: 0.8167, kappa: 0.756, kb_relative_information_score: 1156.6339, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8125, predictive_accuracy: 0.8244, prior_entropy: 2.2353, recall: 0.8244, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.616, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9405, build_cpu_time: 0.0288, build_memory: 2516013176.8, f_measure: 0.8167, kappa: 0.756, kb_relative_information_score: 1156.6339, mean_absolute_error: 0.0615, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8125, predictive_accuracy: 0.8244, prior_entropy: 2.2353, recall: 0.8244, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1858, root_relative_squared_error: 0.616, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 0.0058, build_memory: 731258472, f_measure: 0.76, kappa: 0.6715, kb_relative_information_score: 1072.6909, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7607, predictive_accuracy: 0.7601, prior_entropy: 2.2353, recall: 0.7601, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8119, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 0.0038, build_memory: 1771573021.6, f_measure: 0.76, kappa: 0.6715, kb_relative_information_score: 1072.6909, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7607, predictive_accuracy: 0.7601, prior_entropy: 2.2353, recall: 0.7601, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8119, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 0.0018, build_memory: 2269064424, f_measure: 0.76, kappa: 0.6715, kb_relative_information_score: 1072.6909, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7607, predictive_accuracy: 0.7601, prior_entropy: 2.2353, recall: 0.7601, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8119, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 0.002, build_memory: 165645556.8, f_measure: 0.76, kappa: 0.6715, kb_relative_information_score: 1072.6909, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7607, predictive_accuracy: 0.7601, prior_entropy: 2.2353, recall: 0.7601, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8119, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 0.0015, build_memory: 509022032, f_measure: 0.76, kappa: 0.6715, kb_relative_information_score: 1072.6909, mean_absolute_error: 0.06, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7607, predictive_accuracy: 0.7601, prior_entropy: 2.2353, recall: 0.7601, relative_absolute_error: 0.3281, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2449, root_relative_squared_error: 0.8119, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.0409, build_memory: 862586149.6, f_measure: 0.8506, kappa: 0.8024, kb_relative_information_score: 1191.8607, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.846, predictive_accuracy: 0.8577, prior_entropy: 2.2353, recall: 0.8577, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.5688, scimark_benchmark: 939.9709,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.0614, build_memory: 2110159152, f_measure: 0.8506, kappa: 0.8024, kb_relative_information_score: 1191.8607, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.846, predictive_accuracy: 0.8577, prior_entropy: 2.2353, recall: 0.8577, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.5688, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.0604, build_memory: 900968618.4, f_measure: 0.8506, kappa: 0.8024, kb_relative_information_score: 1191.8607, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.846, predictive_accuracy: 0.8577, prior_entropy: 2.2353, recall: 0.8577, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.5688, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.0567, build_memory: 720333736, f_measure: 0.8506, kappa: 0.8024, kb_relative_information_score: 1191.8607, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.846, predictive_accuracy: 0.8577, prior_entropy: 2.2353, recall: 0.8577, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.5688, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.0457, build_memory: 1107176413.6, f_measure: 0.8506, kappa: 0.8024, kb_relative_information_score: 1191.8607, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.846, predictive_accuracy: 0.8577, prior_entropy: 2.2353, recall: 0.8577, relative_absolute_error: 0.3413, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1715, root_relative_squared_error: 0.5688, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, build_cpu_time: 0.0097, build_memory: 329742896, f_measure: 0.6216, kappa: 0.5157, kb_relative_information_score: 262.2143, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.6016, predictive_accuracy: 0.6625, prior_entropy: 2.2353, recall: 0.6625, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.9075, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, build_cpu_time: 0.0046, build_memory: 1039430397.6, f_measure: 0.6216, kappa: 0.5157, kb_relative_information_score: 262.2143, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.6016, predictive_accuracy: 0.6625, prior_entropy: 2.2353, recall: 0.6625, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.9075, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, build_cpu_time: 0.0047, build_memory: 1675012038.4, f_measure: 0.6216, kappa: 0.5157, kb_relative_information_score: 262.2143, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.6016, predictive_accuracy: 0.6625, prior_entropy: 2.2353, recall: 0.6625, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.9075, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, build_cpu_time: 0.0047, build_memory: 286777501.6, f_measure: 0.6216, kappa: 0.5157, kb_relative_information_score: 262.2143, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.6016, predictive_accuracy: 0.6625, prior_entropy: 2.2353, recall: 0.6625, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.9075, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8821, build_cpu_time: 0.004, build_memory: 462517603.2, f_measure: 0.6216, kappa: 0.5157, kb_relative_information_score: 262.2143, mean_absolute_error: 0.1743, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.6016, predictive_accuracy: 0.6625, prior_entropy: 2.2353, recall: 0.6625, relative_absolute_error: 0.9537, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2737, root_relative_squared_error: 0.9075, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, build_cpu_time: 0.0224, build_memory: 887434814.4, f_measure: 0.8486, kappa: 0.7979, kb_relative_information_score: 1087.1543, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8514, predictive_accuracy: 0.853, prior_entropy: 2.2353, recall: 0.853, relative_absolute_error: 0.4362, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.612, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, build_cpu_time: 0.0217, build_memory: 386753938.4, f_measure: 0.8486, kappa: 0.7979, kb_relative_information_score: 1087.1543, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8514, predictive_accuracy: 0.853, prior_entropy: 2.2353, recall: 0.853, relative_absolute_error: 0.4362, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.612, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, build_cpu_time: 0.0228, build_memory: 266556911.2, f_measure: 0.8486, kappa: 0.7979, kb_relative_information_score: 1087.1543, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8514, predictive_accuracy: 0.853, prior_entropy: 2.2353, recall: 0.853, relative_absolute_error: 0.4362, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.612, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, build_cpu_time: 0.0235, build_memory: 636067757.6, f_measure: 0.8486, kappa: 0.7979, kb_relative_information_score: 1087.1543, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8514, predictive_accuracy: 0.853, prior_entropy: 2.2353, recall: 0.853, relative_absolute_error: 0.4362, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.612, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.929, build_cpu_time: 0.0251, build_memory: 383527172.8, f_measure: 0.8486, kappa: 0.7979, kb_relative_information_score: 1087.1543, mean_absolute_error: 0.0797, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8514, predictive_accuracy: 0.853, prior_entropy: 2.2353, recall: 0.853, relative_absolute_error: 0.4362, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1846, root_relative_squared_error: 0.612, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, build_cpu_time: 1.0351, build_memory: 56486800, f_measure: 0.8144, kappa: 0.7552, kb_relative_information_score: 1026.7516, mean_absolute_error: 0.0866, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8166, predictive_accuracy: 0.8256, prior_entropy: 2.2353, recall: 0.8256, relative_absolute_error: 0.4736, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1912, root_relative_squared_error: 0.6339, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, build_cpu_time: 1.3717, build_memory: 12070962.4, f_measure: 0.815, kappa: 0.7567, kb_relative_information_score: 1043.6317, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8197, predictive_accuracy: 0.8268, prior_entropy: 2.2353, recall: 0.8268, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.19, root_relative_squared_error: 0.6298, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, build_cpu_time: 1.253, build_memory: 18638114.4, f_measure: 0.815, kappa: 0.7567, kb_relative_information_score: 1043.6317, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8197, predictive_accuracy: 0.8268, prior_entropy: 2.2353, recall: 0.8268, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.19, root_relative_squared_error: 0.6298, scimark_benchmark: 937.9406,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, build_cpu_time: 1.2385, build_memory: 926654087.2, f_measure: 0.815, kappa: 0.7567, kb_relative_information_score: 1043.6317, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8197, predictive_accuracy: 0.8268, prior_entropy: 2.2353, recall: 0.8268, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.19, root_relative_squared_error: 0.6298, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9479, build_cpu_time: 1.3724, build_memory: 20407097.6, f_measure: 0.815, kappa: 0.7567, kb_relative_information_score: 1043.6317, mean_absolute_error: 0.0836, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8197, predictive_accuracy: 0.8268, prior_entropy: 2.2353, recall: 0.8268, relative_absolute_error: 0.4573, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.19, root_relative_squared_error: 0.6298, scimark_benchmark: 915.8564,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9062, build_cpu_time: 39.2683, build_memory: 1144271104.8, f_measure: 0.8398, kappa: 0.7854, kb_relative_information_score: 1270.2557, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8363, predictive_accuracy: 0.8446, prior_entropy: 2.2353, recall: 0.8446, relative_absolute_error: 0.2127, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1968, root_relative_squared_error: 0.6524, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, build_cpu_time: 19.2014, build_memory: 2779261348, f_measure: 0.8348, kappa: 0.778, kb_relative_information_score: 1261.8445, mean_absolute_error: 0.0401, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8314, predictive_accuracy: 0.8393, prior_entropy: 2.2353, recall: 0.8393, relative_absolute_error: 0.2195, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1992, root_relative_squared_error: 0.6604, scimark_benchmark: 936.914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, build_cpu_time: 9.6992, build_memory: 36463188.8, f_measure: 0.8387, kappa: 0.7836, kb_relative_information_score: 1272.6261, mean_absolute_error: 0.039, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8353, predictive_accuracy: 0.8435, prior_entropy: 2.2353, recall: 0.8435, relative_absolute_error: 0.2134, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1956, root_relative_squared_error: 0.6484, scimark_benchmark: 886.6397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9286, build_cpu_time: 4.4832, build_memory: 620689704.8, f_measure: 0.8382, kappa: 0.7825, kb_relative_information_score: 1273.4675, mean_absolute_error: 0.0395, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8355, predictive_accuracy: 0.8423, prior_entropy: 2.2353, recall: 0.8423, relative_absolute_error: 0.216, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.6475, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, build_cpu_time: 2.1803, build_memory: 922657380, f_measure: 0.8295, kappa: 0.7687, kb_relative_information_score: 1258.2854, mean_absolute_error: 0.0418, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8282, predictive_accuracy: 0.8321, prior_entropy: 2.2353, recall: 0.8321, relative_absolute_error: 0.2288, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.196, root_relative_squared_error: 0.6497, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.946, build_cpu_time: 0.2937, build_memory: 928154069.6, f_measure: 0.8229, kappa: 0.7624, kb_relative_information_score: 1239.3077, mean_absolute_error: 0.0433, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8179, predictive_accuracy: 0.8286, prior_entropy: 2.2353, recall: 0.8286, relative_absolute_error: 0.2368, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.6403, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9413, build_cpu_time: 0.5604, build_memory: 190250823.2, f_measure: 0.8385, kappa: 0.7841, kb_relative_information_score: 1256.6084, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8338, predictive_accuracy: 0.844, prior_entropy: 2.2353, recall: 0.844, relative_absolute_error: 0.2176, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.192, root_relative_squared_error: 0.6366, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9339, build_cpu_time: 1.1, build_memory: 490743914.4, f_measure: 0.8374, kappa: 0.7817, kb_relative_information_score: 1262.1017, mean_absolute_error: 0.0387, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8334, predictive_accuracy: 0.8423, prior_entropy: 2.2353, recall: 0.8423, relative_absolute_error: 0.2117, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1925, root_relative_squared_error: 0.6382, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9259, build_cpu_time: 2.2353, build_memory: 165314121.6, f_measure: 0.8412, kappa: 0.7872, kb_relative_information_score: 1263.8548, mean_absolute_error: 0.0383, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8368, predictive_accuracy: 0.8464, prior_entropy: 2.2353, recall: 0.8464, relative_absolute_error: 0.2095, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1927, root_relative_squared_error: 0.6389, scimark_benchmark: 937.5625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9142, build_cpu_time: 4.5339, build_memory: 800109173.6, f_measure: 0.8404, kappa: 0.7864, kb_relative_information_score: 1261.15, mean_absolute_error: 0.0385, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8357, predictive_accuracy: 0.8458, prior_entropy: 2.2353, recall: 0.8458, relative_absolute_error: 0.2105, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1953, root_relative_squared_error: 0.6476, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9043, build_cpu_time: 0.9969, build_memory: 176219328, f_measure: 0.8242, kappa: 0.7653, kb_relative_information_score: 1228.0682, mean_absolute_error: 0.0427, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8205, predictive_accuracy: 0.8304, prior_entropy: 2.2353, recall: 0.8304, relative_absolute_error: 0.2334, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2049, root_relative_squared_error: 0.6792, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, build_cpu_time: 0.5275, build_memory: 1068714141.6, f_measure: 0.8193, kappa: 0.7581, kb_relative_information_score: 1220.2949, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8154, predictive_accuracy: 0.825, prior_entropy: 2.2353, recall: 0.825, relative_absolute_error: 0.2377, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2063, root_relative_squared_error: 0.684, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9223, build_cpu_time: 0.2898, build_memory: 779932192, f_measure: 0.8216, kappa: 0.7612, kb_relative_information_score: 1227.2694, mean_absolute_error: 0.0435, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8179, predictive_accuracy: 0.8274, prior_entropy: 2.2353, recall: 0.8274, relative_absolute_error: 0.2379, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6752, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9311, build_cpu_time: 0.1344, build_memory: 972002568.8, f_measure: 0.817, kappa: 0.755, kb_relative_information_score: 1215.6641, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8142, predictive_accuracy: 0.8226, prior_entropy: 2.2353, recall: 0.8226, relative_absolute_error: 0.2467, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2048, root_relative_squared_error: 0.6789, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9388, build_cpu_time: 0.0785, build_memory: 653629286.4, f_measure: 0.8149, kappa: 0.7518, kb_relative_information_score: 1209.1344, mean_absolute_error: 0.0462, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8118, predictive_accuracy: 0.8202, prior_entropy: 2.2353, recall: 0.8202, relative_absolute_error: 0.253, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.203, root_relative_squared_error: 0.673, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9431, build_cpu_time: 0.0264, build_memory: 694856860.8, f_measure: 0.8194, kappa: 0.7578, kb_relative_information_score: 1239.6392, mean_absolute_error: 0.0436, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8156, predictive_accuracy: 0.8244, prior_entropy: 2.2353, recall: 0.8244, relative_absolute_error: 0.2384, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.6659, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9291, build_cpu_time: 0.0456, build_memory: 63107723.2, f_measure: 0.8244, kappa: 0.7648, kb_relative_information_score: 1238.9463, mean_absolute_error: 0.0428, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8203, predictive_accuracy: 0.8298, prior_entropy: 2.2353, recall: 0.8298, relative_absolute_error: 0.2341, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.203, root_relative_squared_error: 0.6731, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.916, build_cpu_time: 0.1063, build_memory: 624865546.4, f_measure: 0.8332, kappa: 0.7768, kb_relative_information_score: 1256.8752, mean_absolute_error: 0.0404, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8293, predictive_accuracy: 0.8387, prior_entropy: 2.2353, recall: 0.8387, relative_absolute_error: 0.221, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1994, root_relative_squared_error: 0.661, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9069, build_cpu_time: 0.204, build_memory: 1246882776, f_measure: 0.8362, kappa: 0.7809, kb_relative_information_score: 1261.7621, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8323, predictive_accuracy: 0.8417, prior_entropy: 2.2353, recall: 0.8417, relative_absolute_error: 0.2168, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.6579, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9022, build_cpu_time: 0.3795, build_memory: 60684678.4, f_measure: 0.8373, kappa: 0.7827, kb_relative_information_score: 1266.5917, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8335, predictive_accuracy: 0.8429, prior_entropy: 2.2353, recall: 0.8429, relative_absolute_error: 0.2142, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1974, root_relative_squared_error: 0.6545, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, build_cpu_time: 0.015, build_memory: 545757797.6, f_measure: 0.8065, kappa: 0.735, kb_relative_information_score: 1162.3249, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8074, predictive_accuracy: 0.8071, prior_entropy: 2.2353, recall: 0.8071, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.713, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, build_cpu_time: 0.0096, build_memory: 381925596, f_measure: 0.8065, kappa: 0.735, kb_relative_information_score: 1162.3249, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8074, predictive_accuracy: 0.8071, prior_entropy: 2.2353, recall: 0.8071, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.713, scimark_benchmark: 941.1732,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, build_cpu_time: 0.0082, build_memory: 132990622.4, f_measure: 0.8065, kappa: 0.735, kb_relative_information_score: 1162.3249, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8074, predictive_accuracy: 0.8071, prior_entropy: 2.2353, recall: 0.8071, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.713, scimark_benchmark: 907.4175,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, build_cpu_time: 0.002, build_memory: 900146444.8, f_measure: 0.5116, kappa: 0.4504, kb_relative_information_score: 633.6118, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.4233, predictive_accuracy: 0.6464, prior_entropy: 2.2353, recall: 0.6464, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.8442, scimark_benchmark: 945.0554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, build_cpu_time: 0.0115, build_memory: 1323951380.8, f_measure: 0.5116, kappa: 0.4504, kb_relative_information_score: 633.6118, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.4233, predictive_accuracy: 0.6464, prior_entropy: 2.2353, recall: 0.6464, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.8442, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9172, build_cpu_time: 0.8506, build_memory: 655964428.8, f_measure: 0.8414, kappa: 0.787, kb_relative_information_score: 1267.4927, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8372, predictive_accuracy: 0.8458, prior_entropy: 2.2353, recall: 0.8458, relative_absolute_error: 0.2102, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1944, root_relative_squared_error: 0.6446, scimark_benchmark: 920.2874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9276, build_cpu_time: 0.3655, build_memory: 2350927893.6, f_measure: 0.8441, kappa: 0.7911, kb_relative_information_score: 1270.0995, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8396, predictive_accuracy: 0.8488, prior_entropy: 2.2353, recall: 0.8488, relative_absolute_error: 0.208, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1921, root_relative_squared_error: 0.6369, scimark_benchmark: 932.5237,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9414, build_cpu_time: 0.1819, build_memory: 1589157233.6, f_measure: 0.8349, kappa: 0.7786, kb_relative_information_score: 1260.4795, mean_absolute_error: 0.04, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8307, predictive_accuracy: 0.8399, prior_entropy: 2.2353, recall: 0.8399, relative_absolute_error: 0.2188, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1934, root_relative_squared_error: 0.6413, scimark_benchmark: 944.3832,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9475, build_cpu_time: 0.0968, build_memory: 2150599956, f_measure: 0.8206, kappa: 0.7582, kb_relative_information_score: 1234.6104, mean_absolute_error: 0.0443, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8183, predictive_accuracy: 0.8244, prior_entropy: 2.2353, recall: 0.8244, relative_absolute_error: 0.2422, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1975, root_relative_squared_error: 0.6547, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.965, build_cpu_time: 0.0011, build_memory: 907977222.4, f_measure: 0.829, kappa: 0.77, kb_relative_information_score: 1214.2137, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8254, predictive_accuracy: 0.8333, prior_entropy: 2.2353, recall: 0.8333, relative_absolute_error: 0.3002, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1741, root_relative_squared_error: 0.5773, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9635, build_cpu_time: 0.0411, build_memory: 1870053420, f_measure: 0.8478, kappa: 0.7979, kb_relative_information_score: 1190.943, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8432, predictive_accuracy: 0.8542, prior_entropy: 2.2353, recall: 0.8542, relative_absolute_error: 0.3416, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1725, root_relative_squared_error: 0.5719, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8956, build_cpu_time: 0.0108, build_memory: 104994216.8, f_measure: 0.7892, kappa: 0.7191, kb_relative_information_score: 1068.0328, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7824, predictive_accuracy: 0.8, prior_entropy: 2.2353, recall: 0.8, relative_absolute_error: 0.3693, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2094, root_relative_squared_error: 0.6942, scimark_benchmark: 937.1859,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8779, build_cpu_time: 0.0001, build_memory: 259554469.6, f_measure: 0.8065, kappa: 0.735, kb_relative_information_score: 1162.3249, mean_absolute_error: 0.056, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8074, predictive_accuracy: 0.8071, prior_entropy: 2.2353, recall: 0.8071, relative_absolute_error: 0.3062, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2151, root_relative_squared_error: 0.713, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5015, build_cpu_time: 0.1201, build_memory: 880029872, f_measure: 0.2541, kb_relative_information_score: 11.1091, mean_absolute_error: 0.1986, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.1811, predictive_accuracy: 0.4256, prior_entropy: 2.2353, recall: 0.4256, relative_absolute_error: 1.0863, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.3096, root_relative_squared_error: 1.0266, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.938, build_cpu_time: 0.0914, build_memory: 551535575.2, f_measure: 0.7662, kappa: 0.7329, kb_relative_information_score: 211.8823, mean_absolute_error: 0.19, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8049, predictive_accuracy: 0.8113, prior_entropy: 2.2353, recall: 0.8113, relative_absolute_error: 1.0394, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2954, root_relative_squared_error: 0.9795, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9368, build_cpu_time: 0.1284, build_memory: 27645872.8, f_measure: 0.8367, kappa: 0.7784, kb_relative_information_score: 1235.8592, mean_absolute_error: 0.0503, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8353, predictive_accuracy: 0.8387, prior_entropy: 2.2353, recall: 0.8387, relative_absolute_error: 0.2751, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1825, root_relative_squared_error: 0.6052, scimark_benchmark: 949.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, build_cpu_time: 0.0005, build_memory: 198865339.2, f_measure: 0.8486, kappa: 0.7979, kb_relative_information_score: 1271.5312, mean_absolute_error: 0.045, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8514, predictive_accuracy: 0.853, prior_entropy: 2.2353, recall: 0.853, relative_absolute_error: 0.246, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.172, root_relative_squared_error: 0.5702, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7818, build_cpu_time: 0.0025, build_memory: 103370178.4, f_measure: 0.5116, kappa: 0.4504, kb_relative_information_score: 633.6118, mean_absolute_error: 0.1288, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.4233, predictive_accuracy: 0.6464, prior_entropy: 2.2353, recall: 0.6464, relative_absolute_error: 0.7049, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2546, root_relative_squared_error: 0.8442, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7567, build_cpu_time: 0.0006, build_memory: 923353956, f_measure: 0.5928, kappa: 0.4908, kb_relative_information_score: 755.873, mean_absolute_error: 0.0884, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.5828, predictive_accuracy: 0.6464, prior_entropy: 2.2353, recall: 0.6464, relative_absolute_error: 0.4836, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2973, root_relative_squared_error: 0.9857, scimark_benchmark: 947.5974,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, build_cpu_time: 0.0018, build_memory: 436749012.8, f_measure: 0.7999, kappa: 0.73, kb_relative_information_score: 1141.9747, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7969, predictive_accuracy: 0.8042, prior_entropy: 2.2353, recall: 0.8042, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.6818, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8983, build_cpu_time: 0.0019, build_memory: 550454672.8, f_measure: 0.7999, kappa: 0.73, kb_relative_information_score: 1141.9747, mean_absolute_error: 0.0587, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7969, predictive_accuracy: 0.8042, prior_entropy: 2.2353, recall: 0.8042, relative_absolute_error: 0.3212, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.6818, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8243, build_cpu_time: 0.0003, build_memory: 160722539.2, f_measure: 0.67, kappa: 0.6306, kb_relative_information_score: 951.2077, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7832, predictive_accuracy: 0.7405, prior_entropy: 2.2353, recall: 0.7405, relative_absolute_error: 0.355, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2547, root_relative_squared_error: 0.8445, scimark_benchmark: 941.5087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9614, build_cpu_time: 8.8279, build_memory: 17954559.2, f_measure: 0.815, kappa: 0.7496, kb_relative_information_score: 1192.3454, mean_absolute_error: 0.0597, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.812, predictive_accuracy: 0.8185, prior_entropy: 2.2353, recall: 0.8185, relative_absolute_error: 0.3264, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.1781, root_relative_squared_error: 0.5906, scimark_benchmark: 935.4884,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9589, build_cpu_time: 0.7628, build_memory: 929994732, f_measure: 0.7588, kappa: 0.7199, kb_relative_information_score: 210.8374, mean_absolute_error: 0.1899, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.791, predictive_accuracy: 0.8024, prior_entropy: 2.2353, recall: 0.8024, relative_absolute_error: 1.0389, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2949, root_relative_squared_error: 0.9777, scimark_benchmark: 919.3675,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9607, build_cpu_time: 1.4411, build_memory: 473992059.2, f_measure: 0.7755, kappa: 0.7329, kb_relative_information_score: 212.8684, mean_absolute_error: 0.1897, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7984, predictive_accuracy: 0.8113, prior_entropy: 2.2353, recall: 0.8113, relative_absolute_error: 1.0378, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2947, root_relative_squared_error: 0.9771, scimark_benchmark: 942.0094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9611, build_cpu_time: 2.8533, build_memory: 910361952, f_measure: 0.7714, kappa: 0.7278, kb_relative_information_score: 214.9619, mean_absolute_error: 0.1895, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.7874, predictive_accuracy: 0.8077, prior_entropy: 2.2353, recall: 0.8077, relative_absolute_error: 1.0367, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2945, root_relative_squared_error: 0.9765, scimark_benchmark: 945.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9627, build_cpu_time: 5.2166, build_memory: 1419948460, f_measure: 0.7857, kappa: 0.7418, kb_relative_information_score: 214.137, mean_absolute_error: 0.1896, mean_prior_absolute_error: 0.1828, number_of_instances: 1680, precision: 0.8068, predictive_accuracy: 0.8173, prior_entropy: 2.2353, recall: 0.8173, relative_absolute_error: 1.0373, root_mean_prior_squared_error: 0.3016, root_mean_squared_error: 0.2946, root_relative_squared_error: 0.9767, scimark_benchmark: 945.7067,

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