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 pasture

Supervised Classification on pasture

Task 3059 Supervised Classification pasture 309 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

309 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7578, f_measure: 0.4636, kappa: 0.1951, kb_relative_information_score: 3.072, mean_absolute_error: 0.3473, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.697, predictive_accuracy: 0.4545, prior_entropy: 1.585, recall: 0.4545, relative_absolute_error: 0.7815, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4607, root_relative_squared_error: 0.9773, scimark_benchmark: 940.3347,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: -1.5835, mean_absolute_error: 0.5455, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 1.585, recall: 0.0909, relative_absolute_error: 1.2273, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6303, root_relative_squared_error: 1.3371, scimark_benchmark: 1325.2092, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, f_measure: 0.6636, kappa: 0.4359, kb_relative_information_score: 4.0474, mean_absolute_error: 0.3232, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.7576, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4184, root_relative_squared_error: 0.8876, scimark_benchmark: 887.6719, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8065, kappa: 0.6812, kb_relative_information_score: 7.483, mean_absolute_error: 0.1671, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8766, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.376, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3182, root_relative_squared_error: 0.6751, scimark_benchmark: 942.9518, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5857, f_measure: 0.4636, kappa: 0.1538, kb_relative_information_score: 2.7856, mean_absolute_error: 0.3636, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.5303, predictive_accuracy: 0.4545, prior_entropy: 1.585, recall: 0.4545, relative_absolute_error: 0.8182, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.603, root_relative_squared_error: 1.2792, scimark_benchmark: 942.9708, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.3785, mean_absolute_error: 0.2012, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4527, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.7917, scimark_benchmark: 1368.9272, usercpu_time_millis: 110, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 5.724, mean_absolute_error: 0.2594, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.5836, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.7539, scimark_benchmark: 1336.2509, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5429, f_measure: 0.3335, kappa: 0.0833, kb_relative_information_score: 1.4165, mean_absolute_error: 0.4242, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.6797, predictive_accuracy: 0.3636, prior_entropy: 1.585, recall: 0.3636, relative_absolute_error: 0.9545, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6513, root_relative_squared_error: 1.3817, scimark_benchmark: 1346.9602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, f_measure: 0.1667, kappa: -0.0233, kb_relative_information_score: 4.5134, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.1212, predictive_accuracy: 0.2727, prior_entropy: 1.585, recall: 0.2727, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.9045, scimark_benchmark: 1335.4072, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9779, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.3411, mean_absolute_error: 0.1162, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2614, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3198, root_relative_squared_error: 0.6784, scimark_benchmark: 1346.9602, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7357, f_measure: 0.6424, kappa: 0.4286, kb_relative_information_score: 5.5237, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.7727, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.5455, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4924, root_relative_squared_error: 1.0445, scimark_benchmark: 1318.1432,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: -2.6907, mean_absolute_error: 0.6061, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 1.585, recall: 0.0909, relative_absolute_error: 1.3636, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.7785, root_relative_squared_error: 1.6514, scimark_benchmark: 1466.6185,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 1351.788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.75, f_measure: 0.5399, kappa: 0.4133, kb_relative_information_score: 5.5237, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.4903, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.5455, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4924, root_relative_squared_error: 1.0445, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8, f_measure: 0.5758, kappa: 0.45, kb_relative_information_score: 5.5237, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.5636, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.5455, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4924, root_relative_squared_error: 1.0445, scimark_benchmark: 1380.2233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0152, kb_relative_information_score: -0.479, mean_absolute_error: 0.4719, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 1.585, recall: 0.0909, relative_absolute_error: 1.0617, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.505, root_relative_squared_error: 1.0713, scimark_benchmark: 1505.597,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.5237, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2386, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3077, root_relative_squared_error: 0.6528, scimark_benchmark: 1503.3362,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, build_cpu_time: 0.121, build_memory: 1029809184, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.7787, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.9066, scimark_benchmark: 936.5273,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, build_cpu_time: 0.085, build_memory: 1340138976, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.7787, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.9066, scimark_benchmark: 938.8409,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, build_cpu_time: 0.096, build_memory: 877543160, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.7787, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.9066, scimark_benchmark: 943.678,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, build_cpu_time: 0.111, build_memory: 576400592, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.7787, mean_absolute_error: 0.189, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4252, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4274, root_relative_squared_error: 0.9066, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7786, build_cpu_time: 0.002, build_memory: 1169018520, f_measure: 0.1667, kappa: -0.0233, kb_relative_information_score: 3.0268, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.1212, predictive_accuracy: 0.2727, prior_entropy: 1.585, recall: 0.2727, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8999, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7786, build_cpu_time: 0.002, build_memory: 63723896, f_measure: 0.1667, kappa: -0.0233, kb_relative_information_score: 3.0268, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.1212, predictive_accuracy: 0.2727, prior_entropy: 1.585, recall: 0.2727, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8999, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7786, build_cpu_time: 0.002, build_memory: 228306088, f_measure: 0.1667, kappa: -0.0233, kb_relative_information_score: 3.0268, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.1212, predictive_accuracy: 0.2727, prior_entropy: 1.585, recall: 0.2727, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8999, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7786, build_cpu_time: 0.002, build_memory: 724825648, f_measure: 0.1667, kappa: -0.0233, kb_relative_information_score: 3.0268, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.1212, predictive_accuracy: 0.2727, prior_entropy: 1.585, recall: 0.2727, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8999, scimark_benchmark: 895.3841,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7786, build_cpu_time: 0.004, build_memory: 998062528, f_measure: 0.1667, kappa: -0.0233, kb_relative_information_score: 3.0268, mean_absolute_error: 0.3589, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.1212, predictive_accuracy: 0.2727, prior_entropy: 1.585, recall: 0.2727, relative_absolute_error: 0.8076, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4242, root_relative_squared_error: 0.8999, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.005, build_memory: 1718740104, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 915.3856,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.003, build_memory: 1430347408, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 925.7673,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.002, build_memory: 513423256, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.001, build_memory: 898841592, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.001, build_memory: 1306037912, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.009, build_memory: 2687054280, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 5.2571, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6308, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.7918, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.014, build_memory: 2311578552, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 5.2571, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6308, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.7918, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.009, build_memory: 1899835328, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 5.2571, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6308, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.7918, scimark_benchmark: 872.1114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.016, build_memory: 1657184168, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 5.2571, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6308, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.7918, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.012, build_memory: 3294555120, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 5.2571, mean_absolute_error: 0.2803, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6308, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.7918, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, build_cpu_time: 0.027, build_memory: 1061553008, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.8928, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.9045, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, build_cpu_time: 0.014, build_memory: 753999984, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.8929, mean_absolute_error: 0.1818, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4091, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4264, root_relative_squared_error: 0.9045, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8526, build_cpu_time: 0.011, build_memory: 890433048, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.9582, mean_absolute_error: 0.1778, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4126, root_relative_squared_error: 0.8752, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.004, build_memory: 1420147408, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.1057, mean_absolute_error: 0.1306, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2938, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.7096, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8481, build_cpu_time: 0.002, build_memory: 580371032, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 7.157, mean_absolute_error: 0.1858, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.4181, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3624, root_relative_squared_error: 0.7688, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.001, build_memory: 347360888, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.0111, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9385, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.002, build_memory: 1331188424, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.0111, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9385, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.002, build_memory: 1954281216, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.0111, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9385, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.002, build_memory: 644988872, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.0111, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9385, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.004, build_memory: 915365616, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.0111, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9385, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.006, build_memory: 444556664, f_measure: 0.7273, kappa: 0.5714, kb_relative_information_score: 7.5772, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9318, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.313, root_relative_squared_error: 0.6639, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.007, build_memory: 223509896, f_measure: 0.7273, kappa: 0.5714, kb_relative_information_score: 7.5772, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9318, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.313, root_relative_squared_error: 0.6639, scimark_benchmark: 941.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.023, build_memory: 28992944, f_measure: 0.7273, kappa: 0.5714, kb_relative_information_score: 7.5772, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9318, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.313, root_relative_squared_error: 0.6639, scimark_benchmark: 943.0278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.018, build_memory: 1787000400, f_measure: 0.7273, kappa: 0.5714, kb_relative_information_score: 7.5772, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9318, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.313, root_relative_squared_error: 0.6639, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 1, build_cpu_time: 0.022, build_memory: 31977440, f_measure: 0.7273, kappa: 0.5714, kb_relative_information_score: 7.5772, mean_absolute_error: 0.156, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9318, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.351, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.313, root_relative_squared_error: 0.6639, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 2.606, build_memory: 190727728, f_measure: 0.8065, kappa: 0.6812, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8766, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 1.149, build_memory: 2540106376, f_measure: 0.8065, kappa: 0.6812, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8766, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.85, build_cpu_time: 0.581, build_memory: 222501816, f_measure: 0.8065, kappa: 0.6812, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8766, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 931.6517,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8279, build_cpu_time: 0.518, build_memory: 324279360, f_measure: 0.8065, kappa: 0.6812, kb_relative_information_score: 8.2619, mean_absolute_error: 0.1212, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8766, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2727, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3482, root_relative_squared_error: 0.7385, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8994, build_cpu_time: 0.191, build_memory: 1544987048, f_measure: 0.8065, kappa: 0.6812, kb_relative_information_score: 8.2381, mean_absolute_error: 0.1227, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8766, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2762, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3433, root_relative_squared_error: 0.7283, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, build_cpu_time: 0.097, build_memory: 53381184, f_measure: 0.8292, kappa: 0.6986, kb_relative_information_score: 8.5978, mean_absolute_error: 0.1026, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8636, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2309, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2988, root_relative_squared_error: 0.6338, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, build_cpu_time: 0.239, build_memory: 2258213608, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6229, mean_absolute_error: 0.0611, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1376, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5223, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.536, build_memory: 399255312, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6309, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5222, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, build_cpu_time: 0.939, build_memory: 186140096, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.4828, mean_absolute_error: 0.0697, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1568, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2489, root_relative_squared_error: 0.5281, scimark_benchmark: 873.8637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, build_cpu_time: 0.016, build_memory: 588332080, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2116, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.739, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, build_cpu_time: 0.008, build_memory: 1445284600, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2116, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.739, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, build_cpu_time: 0.011, build_memory: 880336088, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2116, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.739, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, build_cpu_time: 0.007, build_memory: 887469360, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2116, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.739, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8714, build_cpu_time: 0.007, build_memory: 357760808, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 8.2116, mean_absolute_error: 0.1245, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2801, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3484, root_relative_squared_error: 0.739, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.009, build_memory: 78532440, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6267, mean_absolute_error: 0.0609, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.137, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5222, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.016, build_memory: 468533024, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6115, mean_absolute_error: 0.0619, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1392, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5223, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.045, build_memory: 1112834296, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6309, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5222, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.028, build_memory: 535492240, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6309, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5222, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, build_cpu_time: 0.013, build_memory: 1111101176, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.4524, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4061, root_relative_squared_error: 0.8614, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, build_cpu_time: 0.011, build_memory: 161254520, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.4524, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4061, root_relative_squared_error: 0.8614, scimark_benchmark: 943.4039,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, build_cpu_time: 0.007, build_memory: 347227728, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.4524, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4061, root_relative_squared_error: 0.8614, scimark_benchmark: 908.2898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.95, build_cpu_time: 0.055, build_memory: 687506056, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6309, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5222, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, build_cpu_time: 0.182, build_memory: 1486944592, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.6307, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.1364, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2462, root_relative_squared_error: 0.5222, scimark_benchmark: 912.091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, build_cpu_time: 0.086, build_memory: 3236308792, f_measure: 0.8292, kappa: 0.6986, kb_relative_information_score: 8.2675, mean_absolute_error: 0.1208, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8636, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.2719, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3471, root_relative_squared_error: 0.7363, scimark_benchmark: 949.8157,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, build_cpu_time: 0.061, build_memory: 1269126720, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 9.0002, mean_absolute_error: 0.0909, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.2046, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2752, root_relative_squared_error: 0.5837, scimark_benchmark: 936.0117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9, build_cpu_time: 0.024, build_memory: 581514968, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 8.9643, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.2128, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2732, root_relative_squared_error: 0.5795, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.002, build_memory: 1337146024, f_measure: 0.8292, kappa: 0.6986, kb_relative_information_score: 7.3976, mean_absolute_error: 0.1677, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8636, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.3773, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.331, root_relative_squared_error: 0.7022, scimark_benchmark: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, build_cpu_time: 0.012, build_memory: 527131016, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 5.724, mean_absolute_error: 0.2594, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.5836, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3554, root_relative_squared_error: 0.7539, scimark_benchmark: 943.7068,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8286, build_memory: 968196952, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 6.4524, mean_absolute_error: 0.21, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.4724, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4061, root_relative_squared_error: 0.8614, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, build_cpu_time: 0.018, build_memory: 64318656, f_measure: 0.0152, kb_relative_information_score: -1.5835, mean_absolute_error: 0.5455, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.0083, predictive_accuracy: 0.0909, prior_entropy: 1.585, recall: 0.0909, relative_absolute_error: 1.2273, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.6303, root_relative_squared_error: 1.3371, scimark_benchmark: 915.7861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7974, build_cpu_time: 0.012, build_memory: 394285176, f_measure: 0.6636, kappa: 0.4359, kb_relative_information_score: 4.0474, mean_absolute_error: 0.3232, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.7576, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.7273, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4184, root_relative_squared_error: 0.8876, scimark_benchmark: 936.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.924, build_cpu_time: 0.011, build_memory: 56868456, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 7.8229, mean_absolute_error: 0.147, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.3307, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3538, root_relative_squared_error: 0.7505, scimark_benchmark: 943.1817,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_memory: 701945496, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.0111, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9385, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, build_cpu_time: 0.002, build_memory: 734677240, f_measure: 0.6944, kappa: 0.5417, kb_relative_information_score: 4.371, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8615, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8508, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, build_cpu_time: 0.004, build_memory: 108317864, f_measure: 0.6944, kappa: 0.5417, kb_relative_information_score: 4.371, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8615, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8508, scimark_benchmark: 943.0033,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, build_cpu_time: 0.004, build_memory: 112544264, f_measure: 0.6944, kappa: 0.5417, kb_relative_information_score: 4.371, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8615, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8508, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, build_cpu_time: 0.003, build_memory: 1075499296, f_measure: 0.6944, kappa: 0.5417, kb_relative_information_score: 4.371, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8615, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8508, scimark_benchmark: 920.6941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8331, build_cpu_time: 0.003, build_memory: 524670936, f_measure: 0.6944, kappa: 0.5417, kb_relative_information_score: 4.371, mean_absolute_error: 0.3145, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8615, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.7077, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4011, root_relative_squared_error: 0.8508, scimark_benchmark: 933.4176,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.989, build_cpu_time: 0.004, build_memory: 778638232, f_measure: 0.9177, kappa: 0.8451, kb_relative_information_score: 8.8858, mean_absolute_error: 0.1038, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9545, predictive_accuracy: 0.9091, prior_entropy: 1.585, recall: 0.9091, relative_absolute_error: 0.2335, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.2331, root_relative_squared_error: 0.4945, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.75, build_memory: 526854344, f_measure: 0.5399, kappa: 0.4133, kb_relative_information_score: 5.5237, mean_absolute_error: 0.2424, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.4903, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.5455, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4924, root_relative_squared_error: 1.0445, scimark_benchmark: 927.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.874, build_cpu_time: 0.001, build_memory: 603581352, f_measure: 0.6534, kappa: 0.443, kb_relative_information_score: 6.0111, mean_absolute_error: 0.2182, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.75, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.4909, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.4424, root_relative_squared_error: 0.9385, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, build_cpu_time: 0.123, build_memory: 482595104, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 4.7059, mean_absolute_error: 0.301, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6773, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3736, root_relative_squared_error: 0.7926, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8266, build_cpu_time: 0.235, build_memory: 1414991224, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 4.8963, mean_absolute_error: 0.2929, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6591, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3643, root_relative_squared_error: 0.7727, scimark_benchmark: 936.5169,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8136, build_cpu_time: 0.973, build_memory: 448993392, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 4.7296, mean_absolute_error: 0.3, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.675, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3732, root_relative_squared_error: 0.7917, scimark_benchmark: 945.3978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, build_cpu_time: 0.754, build_memory: 510181944, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 4.6675, mean_absolute_error: 0.303, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6818, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3773, root_relative_squared_error: 0.8005, scimark_benchmark: 945.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8091, build_cpu_time: 1.513, build_memory: 890937192, f_measure: 0.6636, kappa: 0.4359, kb_relative_information_score: 4.4957, mean_absolute_error: 0.3093, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.7576, predictive_accuracy: 0.6364, prior_entropy: 1.585, recall: 0.6364, relative_absolute_error: 0.696, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3848, root_relative_squared_error: 0.8162, scimark_benchmark: 944.9156,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, build_cpu_time: 0.026, build_memory: 940700968, f_measure: 0.8333, kappa: 0.7027, kb_relative_information_score: 4.7274, mean_absolute_error: 0.3018, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.9394, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.6791, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.391, root_relative_squared_error: 0.8295, scimark_benchmark: 938.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8312, build_cpu_time: 0.01, build_memory: 1799724536, f_measure: 0.8065, kappa: 0.6812, kb_relative_information_score: 5.0122, mean_absolute_error: 0.2911, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8766, predictive_accuracy: 0.8182, prior_entropy: 1.585, recall: 0.8182, relative_absolute_error: 0.6549, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3791, root_relative_squared_error: 0.8041, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8221, build_cpu_time: 0.003, build_memory: 281654552, f_measure: 0.7491, kappa: 0.5658, kb_relative_information_score: 4.7067, mean_absolute_error: 0.297, mean_prior_absolute_error: 0.4444, number_of_instances: 11, precision: 0.8182, predictive_accuracy: 0.7273, prior_entropy: 1.585, recall: 0.7273, relative_absolute_error: 0.6682, root_mean_prior_squared_error: 0.4714, root_mean_squared_error: 0.3847, root_relative_squared_error: 0.8161, scimark_benchmark: 947.4258,

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