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 mfeat-morphological

Supervised Classification on mfeat-morphological

Task 18 Supervised Classification mfeat-morphological 21769 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML-CC18 OpenML100 study_1 study_107 study_123 study_14 study_41 study_7 study_70 study_98 study_99 under100k under1m
Issue #Downvotes for this reason By


Metric:

21769 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9203, f_measure: 0.7012, kappa: 0.6694, kb_relative_information_score: 1502.5278, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7016, predictive_accuracy: 0.7025, prior_entropy: 3.3219, recall: 0.7025, relative_absolute_error: 0.3509, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2034, root_relative_squared_error: 0.678, scimark_benchmark: 937.6212, usercpu_time_millis: 440, usercpu_time_millis_testing: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.5246, kappa: 0.5228, kb_relative_information_score: 519.6113, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5544, predictive_accuracy: 0.5705, prior_entropy: 3.3219, recall: 0.5705, relative_absolute_error: 0.9077, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.9276, scimark_benchmark: 930.5999, usercpu_time_millis: 8640, usercpu_time_millis_testing: 3410, usercpu_time_millis_training: 5230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9423, f_measure: 0.7058, kappa: 0.6767, kb_relative_information_score: 555.2577, mean_absolute_error: 0.1619, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.8997, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2757, root_relative_squared_error: 0.919, scimark_benchmark: 894.7222, usercpu_time_millis: 230, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9652, f_measure: 0.738, kappa: 0.7094, kb_relative_information_score: 1517.8171, mean_absolute_error: 0.0675, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7412, predictive_accuracy: 0.7385, prior_entropy: 3.3219, recall: 0.7385, relative_absolute_error: 0.3753, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1809, root_relative_squared_error: 0.6029, scimark_benchmark: 938.9967, usercpu_time_millis: 1820, usercpu_time_millis_training: 1820,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5303, f_measure: 0.1237, kappa: 0.0606, kb_relative_information_score: 231.6241, mean_absolute_error: 0.1691, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.1247, predictive_accuracy: 0.1545, prior_entropy: 3.3219, recall: 0.1545, relative_absolute_error: 0.9394, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4112, root_relative_squared_error: 1.3707, scimark_benchmark: 1304.9611, usercpu_time_millis: 1490, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1480,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9474, f_measure: 0.6912, kappa: 0.6639, kb_relative_information_score: 1405.3108, mean_absolute_error: 0.0758, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6935, predictive_accuracy: 0.6975, prior_entropy: 3.3219, recall: 0.6975, relative_absolute_error: 0.4211, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2009, root_relative_squared_error: 0.6697, scimark_benchmark: 1368.9272, usercpu_time_millis: 1080, usercpu_time_millis_testing: 140, usercpu_time_millis_training: 940,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8072, f_measure: 0.6428, kappa: 0.6022, kb_relative_information_score: 1265.7753, mean_absolute_error: 0.0714, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6447, predictive_accuracy: 0.642, prior_entropy: 3.3219, recall: 0.642, relative_absolute_error: 0.3964, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2645, root_relative_squared_error: 0.8815, scimark_benchmark: 1319.9043, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9455, f_measure: 0.6827, kappa: 0.6817, kb_relative_information_score: 1471.0077, mean_absolute_error: 0.069, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7032, predictive_accuracy: 0.7135, prior_entropy: 3.3219, recall: 0.7135, relative_absolute_error: 0.3834, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1954, root_relative_squared_error: 0.6514, scimark_benchmark: 1280.6952, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9501, f_measure: 0.6987, kappa: 0.6889, kb_relative_information_score: 1460.1018, mean_absolute_error: 0.071, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7141, predictive_accuracy: 0.72, prior_entropy: 3.3219, recall: 0.72, relative_absolute_error: 0.3947, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1936, root_relative_squared_error: 0.6455, scimark_benchmark: 1355.7054, usercpu_time_millis: 250, usercpu_time_millis_training: 250,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8183, f_measure: 0.6726, kappa: 0.6367, kb_relative_information_score: 1316.0746, mean_absolute_error: 0.0654, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6728, predictive_accuracy: 0.673, prior_entropy: 3.3219, recall: 0.673, relative_absolute_error: 0.3633, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2557, root_relative_squared_error: 0.8524, scimark_benchmark: 1325.2092, usercpu_time_millis: 260, usercpu_time_millis_testing: 150, usercpu_time_millis_training: 110,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6228, f_measure: 0.2609, kappa: 0.2456, kb_relative_information_score: 579.8613, mean_absolute_error: 0.1358, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.3843, predictive_accuracy: 0.321, prior_entropy: 3.3219, recall: 0.321, relative_absolute_error: 0.7544, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3685, root_relative_squared_error: 1.2284, scimark_benchmark: 1384.4418, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9235, f_measure: 0.6888, kappa: 0.6906, kb_relative_information_score: 1496.5492, mean_absolute_error: 0.0632, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6982, predictive_accuracy: 0.7215, prior_entropy: 3.3219, recall: 0.7215, relative_absolute_error: 0.3513, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1991, root_relative_squared_error: 0.6638, scimark_benchmark: 1465.2979, usercpu_time_millis: 90, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7092, f_measure: 0.4669, kappa: 0.4183, kb_relative_information_score: 905.0919, mean_absolute_error: 0.1047, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4641, predictive_accuracy: 0.4765, prior_entropy: 3.3219, recall: 0.4765, relative_absolute_error: 0.5817, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3236, root_relative_squared_error: 1.0786, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9364, f_measure: 0.7196, kappa: 0.7128, kb_relative_information_score: 1495.2291, mean_absolute_error: 0.0541, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7335, predictive_accuracy: 0.7415, prior_entropy: 3.3219, recall: 0.7415, relative_absolute_error: 0.3005, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2037, root_relative_squared_error: 0.6788, scimark_benchmark: 923.7642, usercpu_time_millis: 68540, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 68460,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8322, f_measure: 0.6805, kappa: 0.6644, kb_relative_information_score: 1368.3625, mean_absolute_error: 0.0604, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6866, predictive_accuracy: 0.698, prior_entropy: 3.3219, recall: 0.698, relative_absolute_error: 0.3356, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2458, root_relative_squared_error: 0.8192, scimark_benchmark: 1028.5889, usercpu_time_millis: 1630, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 1620,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.919, f_measure: 0.6932, kappa: 0.6939, kb_relative_information_score: 1491.9171, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6979, predictive_accuracy: 0.7245, prior_entropy: 3.3219, recall: 0.7245, relative_absolute_error: 0.3544, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1995, root_relative_squared_error: 0.665, scimark_benchmark: 1054.3694, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 945.6434, usercpu_time_millis: 280, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 200,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 922.9039, usercpu_time_millis: 290, usercpu_time_millis_testing: 100, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 911.0478, usercpu_time_millis: 260, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 943.2817, usercpu_time_millis: 260, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.0801, kappa: 0.1106, kb_relative_information_score: 572.1443, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0577, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9446, scimark_benchmark: 942.1229, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.0801, kappa: 0.1106, kb_relative_information_score: 572.1443, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0577, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9446, scimark_benchmark: 926.6717, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.0801, kappa: 0.1106, kb_relative_information_score: 572.1443, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0577, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9446, scimark_benchmark: 876.8277, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.0801, kappa: 0.1106, kb_relative_information_score: 572.1443, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0577, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9446, scimark_benchmark: 939.7623,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.758, f_measure: 0.0801, kappa: 0.1106, kb_relative_information_score: 572.1443, mean_absolute_error: 0.1606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.0577, predictive_accuracy: 0.1995, prior_entropy: 3.3219, recall: 0.1995, relative_absolute_error: 0.8923, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2834, root_relative_squared_error: 0.9446, scimark_benchmark: 933.8635, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9561, f_measure: 0.6985, kappa: 0.6667, kb_relative_information_score: 1474.3164, mean_absolute_error: 0.0648, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.698, predictive_accuracy: 0.7, prior_entropy: 3.3219, recall: 0.7, relative_absolute_error: 0.3599, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2007, root_relative_squared_error: 0.6691, scimark_benchmark: 924.6116, usercpu_time_millis: 4100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4090,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9602, f_measure: 0.7117, kappa: 0.6817, kb_relative_information_score: 1501.0234, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7112, predictive_accuracy: 0.7135, prior_entropy: 3.3219, recall: 0.7135, relative_absolute_error: 0.3562, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1924, root_relative_squared_error: 0.6413, scimark_benchmark: 924.6116, usercpu_time_millis: 2040, usercpu_time_millis_training: 2040,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.7267, kappa: 0.6972, kb_relative_information_score: 1508.2096, mean_absolute_error: 0.0649, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7276, predictive_accuracy: 0.7275, prior_entropy: 3.3219, recall: 0.7275, relative_absolute_error: 0.3607, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1881, root_relative_squared_error: 0.6272, scimark_benchmark: 932.3943, usercpu_time_millis: 990, usercpu_time_millis_training: 990,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.962, f_measure: 0.7296, kappa: 0.7033, kb_relative_information_score: 1504.1217, mean_absolute_error: 0.0667, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7308, predictive_accuracy: 0.733, prior_entropy: 3.3219, recall: 0.733, relative_absolute_error: 0.3703, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1861, root_relative_squared_error: 0.6203, scimark_benchmark: 931.2336, usercpu_time_millis: 520, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 510,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.96, f_measure: 0.7206, kappa: 0.6917, kb_relative_information_score: 1480.5639, mean_absolute_error: 0.0705, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7224, predictive_accuracy: 0.7225, prior_entropy: 3.3219, recall: 0.7225, relative_absolute_error: 0.3918, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1874, root_relative_squared_error: 0.6247, scimark_benchmark: 938.9865, usercpu_time_millis: 230, usercpu_time_millis_training: 230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.3, root_relative_squared_error: 1, scimark_benchmark: 938.9865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8882, f_measure: 0.6854, kappa: 0.6506, kb_relative_information_score: 1389.0549, mean_absolute_error: 0.0695, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.686, predictive_accuracy: 0.6855, prior_entropy: 3.3219, recall: 0.6855, relative_absolute_error: 0.3864, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2255, root_relative_squared_error: 0.7515, scimark_benchmark: 943.6956, usercpu_time_millis: 130, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 120,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9093, f_measure: 0.5455, kappa: 0.5428, kb_relative_information_score: 945.4677, mean_absolute_error: 0.1309, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5954, predictive_accuracy: 0.5885, prior_entropy: 3.3219, recall: 0.5885, relative_absolute_error: 0.7274, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.241, root_relative_squared_error: 0.8032, scimark_benchmark: 910.8389, usercpu_time_millis: 110, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9598, f_measure: 0.7189, kappa: 0.6894, kb_relative_information_score: 1479.8963, mean_absolute_error: 0.0706, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7211, predictive_accuracy: 0.7205, prior_entropy: 3.3219, recall: 0.7205, relative_absolute_error: 0.3924, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.6245, scimark_benchmark: 941.7954, usercpu_time_millis: 310, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0182, kb_relative_information_score: 117.6365, mean_absolute_error: 0.18, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.01, predictive_accuracy: 0.1, prior_entropy: 3.3219, recall: 0.1, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.4243, root_relative_squared_error: 1.4142, scimark_benchmark: 929.0255,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9604, f_measure: 0.7128, kappa: 0.7156, kb_relative_information_score: 1467.3305, mean_absolute_error: 0.0743, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.72, predictive_accuracy: 0.744, prior_entropy: 3.3219, recall: 0.744, relative_absolute_error: 0.413, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1856, root_relative_squared_error: 0.6188, scimark_benchmark: 943.2817, usercpu_time_millis: 650, usercpu_time_millis_testing: 210, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9538, f_measure: 0.6994, kappa: 0.6928, kb_relative_information_score: 1517.2772, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.713, predictive_accuracy: 0.7235, prior_entropy: 3.3219, recall: 0.7235, relative_absolute_error: 0.3573, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1877, root_relative_squared_error: 0.6258, scimark_benchmark: 947.9494, usercpu_time_millis: 10030, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 9980,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9638, f_measure: 0.7342, kappa: 0.7183, kb_relative_information_score: 1542.5287, mean_absolute_error: 0.0625, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7438, predictive_accuracy: 0.7465, prior_entropy: 3.3219, recall: 0.7465, relative_absolute_error: 0.3475, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1792, root_relative_squared_error: 0.5973, scimark_benchmark: 935.8986, usercpu_time_millis: 65300, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 65220,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.7067, kappa: 0.6911, kb_relative_information_score: 1515.0973, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7087, predictive_accuracy: 0.722, prior_entropy: 3.3219, recall: 0.722, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.6631, scimark_benchmark: 947.0793, usercpu_time_millis: 1300, usercpu_time_millis_testing: 70, usercpu_time_millis_training: 1230,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.7067, kappa: 0.6911, kb_relative_information_score: 1515.0973, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7087, predictive_accuracy: 0.722, prior_entropy: 3.3219, recall: 0.722, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.6631, scimark_benchmark: 942.0096, usercpu_time_millis: 1580, usercpu_time_millis_testing: 80, usercpu_time_millis_training: 1500,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, f_measure: 0.7067, kappa: 0.6911, kb_relative_information_score: 1515.0973, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7087, predictive_accuracy: 0.722, prior_entropy: 3.3219, recall: 0.722, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.6631, scimark_benchmark: 1090.1666, usercpu_time_millis: 930, usercpu_time_millis_testing: 50, usercpu_time_millis_training: 880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9436, f_measure: 0.6807, kappa: 0.6456, kb_relative_information_score: 1366.9005, mean_absolute_error: 0.0641, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6809, predictive_accuracy: 0.681, prior_entropy: 3.3219, recall: 0.681, relative_absolute_error: 0.3559, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.7928, scimark_benchmark: 929.0255, usercpu_time_millis: 11910, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 11890,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9378, f_measure: 0.6845, kappa: 0.6494, kb_relative_information_score: 1369.0062, mean_absolute_error: 0.0651, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6851, predictive_accuracy: 0.6845, prior_entropy: 3.3219, recall: 0.6845, relative_absolute_error: 0.3614, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2332, root_relative_squared_error: 0.7774, scimark_benchmark: 902.4773, usercpu_time_millis: 5850, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 5840,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, f_measure: 0.6928, kappa: 0.6611, kb_relative_information_score: 1497.8221, mean_absolute_error: 0.0666, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6969, predictive_accuracy: 0.695, prior_entropy: 3.3219, recall: 0.695, relative_absolute_error: 0.37, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1932, root_relative_squared_error: 0.6441, scimark_benchmark: 915.2795, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9207, f_measure: 0.5246, kappa: 0.5228, kb_relative_information_score: 519.6113, mean_absolute_error: 0.1634, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.5544, predictive_accuracy: 0.5705, prior_entropy: 3.3219, recall: 0.5705, relative_absolute_error: 0.9077, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2783, root_relative_squared_error: 0.9276, scimark_benchmark: 939.0833, usercpu_time_millis: 7020, usercpu_time_millis_testing: 3840, usercpu_time_millis_training: 3180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, build_cpu_time: 1.2158, build_memory: 947562602.4, f_measure: 0.7058, kappa: 0.6767, kb_relative_information_score: 741.2521, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.8419, scimark_benchmark: 940.159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, build_cpu_time: 1.3034, build_memory: 1877305833.6, f_measure: 0.7058, kappa: 0.6767, kb_relative_information_score: 741.2521, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.8419, scimark_benchmark: 918.9027,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, build_cpu_time: 1.2613, build_memory: 1882070159.2, f_measure: 0.7058, kappa: 0.6767, kb_relative_information_score: 741.2521, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.8419, scimark_benchmark: 929.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, build_cpu_time: 1.254, build_memory: 1015137681.6, f_measure: 0.7058, kappa: 0.6767, kb_relative_information_score: 741.2521, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.8419, scimark_benchmark: 935.1201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8928, build_cpu_time: 1.3717, build_memory: 672768712.8, f_measure: 0.7058, kappa: 0.6767, kb_relative_information_score: 741.2521, mean_absolute_error: 0.1485, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.715, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.8248, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2526, root_relative_squared_error: 0.8419, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9525, build_cpu_time: 0.1819, build_memory: 801388680, f_measure: 0.7209, kappa: 0.6928, kb_relative_information_score: 1344.1651, mean_absolute_error: 0.085, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7222, predictive_accuracy: 0.7235, prior_entropy: 3.3219, recall: 0.7235, relative_absolute_error: 0.4722, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1931, root_relative_squared_error: 0.6436, scimark_benchmark: 940.572,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, build_cpu_time: 0.3126, build_memory: 609325746.4, f_measure: 0.723, kappa: 0.6983, kb_relative_information_score: 1396.8006, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7266, predictive_accuracy: 0.7285, prior_entropy: 3.3219, recall: 0.7285, relative_absolute_error: 0.4321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.6362, scimark_benchmark: 874.2668,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, build_cpu_time: 0.295, build_memory: 76970646.4, f_measure: 0.723, kappa: 0.6983, kb_relative_information_score: 1396.8006, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7266, predictive_accuracy: 0.7285, prior_entropy: 3.3219, recall: 0.7285, relative_absolute_error: 0.4321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.6362, scimark_benchmark: 941.7846,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, build_cpu_time: 0.3687, build_memory: 1275260647.2, f_measure: 0.723, kappa: 0.6983, kb_relative_information_score: 1396.8006, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7266, predictive_accuracy: 0.7285, prior_entropy: 3.3219, recall: 0.7285, relative_absolute_error: 0.4321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.6362, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9533, build_cpu_time: 0.2948, build_memory: 438421924.8, f_measure: 0.723, kappa: 0.6983, kb_relative_information_score: 1396.8006, mean_absolute_error: 0.0778, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7266, predictive_accuracy: 0.7285, prior_entropy: 3.3219, recall: 0.7285, relative_absolute_error: 0.4321, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1909, root_relative_squared_error: 0.6362, scimark_benchmark: 907.3828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9162, build_cpu_time: 2.9817, build_memory: 530202835.2, f_measure: 0.6862, kappa: 0.6522, kb_relative_information_score: 1374.9905, mean_absolute_error: 0.0624, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.686, predictive_accuracy: 0.687, prior_entropy: 3.3219, recall: 0.687, relative_absolute_error: 0.3465, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.8015, scimark_benchmark: 939.8609,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9122, build_cpu_time: 1.6814, build_memory: 2150451263.2, f_measure: 0.6863, kappa: 0.6522, kb_relative_information_score: 1373.4487, mean_absolute_error: 0.0626, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6864, predictive_accuracy: 0.687, prior_entropy: 3.3219, recall: 0.687, relative_absolute_error: 0.3478, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2404, root_relative_squared_error: 0.8015, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9048, build_cpu_time: 0.9012, build_memory: 2535860931.2, f_measure: 0.6855, kappa: 0.6511, kb_relative_information_score: 1370.5303, mean_absolute_error: 0.0629, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6856, predictive_accuracy: 0.686, prior_entropy: 3.3219, recall: 0.686, relative_absolute_error: 0.3497, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2406, root_relative_squared_error: 0.802, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8966, build_cpu_time: 0.4221, build_memory: 1573056409.6, f_measure: 0.6844, kappa: 0.65, kb_relative_information_score: 1366.7665, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6845, predictive_accuracy: 0.685, prior_entropy: 3.3219, recall: 0.685, relative_absolute_error: 0.3519, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2406, root_relative_squared_error: 0.8019, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.883, build_cpu_time: 0.22, build_memory: 964961916.8, f_measure: 0.6835, kappa: 0.6489, kb_relative_information_score: 1363.8735, mean_absolute_error: 0.0639, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6836, predictive_accuracy: 0.684, prior_entropy: 3.3219, recall: 0.684, relative_absolute_error: 0.3551, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2402, root_relative_squared_error: 0.8006, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9002, build_cpu_time: 7.3813, build_memory: 1387280754.4, f_measure: 0.7025, kappa: 0.67, kb_relative_information_score: 1384.8779, mean_absolute_error: 0.0605, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7031, predictive_accuracy: 0.703, prior_entropy: 3.3219, recall: 0.703, relative_absolute_error: 0.3362, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2393, root_relative_squared_error: 0.7977, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9091, build_cpu_time: 11.6767, build_memory: 2476879548.8, f_measure: 0.6966, kappa: 0.6633, kb_relative_information_score: 1380.9657, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6969, predictive_accuracy: 0.697, prior_entropy: 3.3219, recall: 0.697, relative_absolute_error: 0.3373, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2407, root_relative_squared_error: 0.8023, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, build_cpu_time: 20.4507, build_memory: 1063224758.4, f_measure: 0.6957, kappa: 0.6622, kb_relative_information_score: 1378.9184, mean_absolute_error: 0.0607, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6962, predictive_accuracy: 0.696, prior_entropy: 3.3219, recall: 0.696, relative_absolute_error: 0.3371, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2413, root_relative_squared_error: 0.8042, scimark_benchmark: 872.1114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9148, build_cpu_time: 38.5174, build_memory: 1800035111.2, f_measure: 0.6978, kappa: 0.6644, kb_relative_information_score: 1378.6685, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6983, predictive_accuracy: 0.698, prior_entropy: 3.3219, recall: 0.698, relative_absolute_error: 0.3367, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2415, root_relative_squared_error: 0.805, scimark_benchmark: 945.0532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9133, build_cpu_time: 81.0555, build_memory: 2419251318.4, f_measure: 0.6972, kappa: 0.6639, kb_relative_information_score: 1378.609, mean_absolute_error: 0.0606, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6977, predictive_accuracy: 0.6975, prior_entropy: 3.3219, recall: 0.6975, relative_absolute_error: 0.3364, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2416, root_relative_squared_error: 0.8055, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, build_cpu_time: 0.0524, build_memory: 1077828875.2, f_measure: 0.4555, kappa: 0.4022, kb_relative_information_score: 155.2986, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4529, predictive_accuracy: 0.462, prior_entropy: 3.3219, recall: 0.462, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.9786, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, build_cpu_time: 0.0563, build_memory: 921296228, f_measure: 0.4555, kappa: 0.4022, kb_relative_information_score: 155.2986, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4529, predictive_accuracy: 0.462, prior_entropy: 3.3219, recall: 0.462, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.9786, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, build_cpu_time: 0.0534, build_memory: 1010422653.6, f_measure: 0.4555, kappa: 0.4022, kb_relative_information_score: 155.2986, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4529, predictive_accuracy: 0.462, prior_entropy: 3.3219, recall: 0.462, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.9786, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, build_cpu_time: 0.0317, build_memory: 682480145.6, f_measure: 0.4555, kappa: 0.4022, kb_relative_information_score: 155.2986, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4529, predictive_accuracy: 0.462, prior_entropy: 3.3219, recall: 0.462, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.9786, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8054, build_cpu_time: 0.0314, build_memory: 898761461.6, f_measure: 0.4555, kappa: 0.4022, kb_relative_information_score: 155.2986, mean_absolute_error: 0.176, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.4529, predictive_accuracy: 0.462, prior_entropy: 3.3219, recall: 0.462, relative_absolute_error: 0.9777, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2936, root_relative_squared_error: 0.9786, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, build_cpu_time: 0.1878, build_memory: 730372072, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, build_cpu_time: 0.1748, build_memory: 945269961.6, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, build_cpu_time: 0.1699, build_memory: 347200002.4, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, build_cpu_time: 0.1882, build_memory: 502602398.4, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 909.5718,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8567, build_cpu_time: 0.1828, build_memory: 846828378.4, f_measure: 0.6798, kappa: 0.6594, kb_relative_information_score: 600.3167, mean_absolute_error: 0.1573, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6917, predictive_accuracy: 0.6935, prior_entropy: 3.3219, recall: 0.6935, relative_absolute_error: 0.8741, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2652, root_relative_squared_error: 0.8841, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, build_cpu_time: 29.9542, build_memory: 1257376854.4, f_measure: 0.6637, kappa: 0.6672, kb_relative_information_score: 740.8136, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6557, predictive_accuracy: 0.7005, prior_entropy: 3.3219, recall: 0.7005, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8969, scimark_benchmark: 892.8005,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, build_cpu_time: 30.1042, build_memory: 838585384.8, f_measure: 0.6637, kappa: 0.6672, kb_relative_information_score: 740.8136, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6557, predictive_accuracy: 0.7005, prior_entropy: 3.3219, recall: 0.7005, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8969, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, build_cpu_time: 30.1386, build_memory: 914040914.4, f_measure: 0.6637, kappa: 0.6672, kb_relative_information_score: 740.8136, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6557, predictive_accuracy: 0.7005, prior_entropy: 3.3219, recall: 0.7005, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8969, scimark_benchmark: 943.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, build_cpu_time: 29.1395, build_memory: 123974826.4, f_measure: 0.6637, kappa: 0.6672, kb_relative_information_score: 740.8136, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6557, predictive_accuracy: 0.7005, prior_entropy: 3.3219, recall: 0.7005, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8969, scimark_benchmark: 941.6106,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9396, build_cpu_time: 30.6245, build_memory: 38280689.6, f_measure: 0.6637, kappa: 0.6672, kb_relative_information_score: 740.8136, mean_absolute_error: 0.1519, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6557, predictive_accuracy: 0.7005, prior_entropy: 3.3219, recall: 0.7005, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2691, root_relative_squared_error: 0.8969, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9493, build_cpu_time: 413.3258, build_memory: 414156296, f_measure: 0.6973, kappa: 0.6639, kb_relative_information_score: 1417.3789, mean_absolute_error: 0.0601, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6975, predictive_accuracy: 0.6975, prior_entropy: 3.3219, recall: 0.6975, relative_absolute_error: 0.3341, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2278, root_relative_squared_error: 0.7595, scimark_benchmark: 864.1117,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9483, build_cpu_time: 298.2928, build_memory: 1360884853.6, f_measure: 0.6882, kappa: 0.6539, kb_relative_information_score: 1405.2828, mean_absolute_error: 0.0612, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6882, predictive_accuracy: 0.6885, prior_entropy: 3.3219, recall: 0.6885, relative_absolute_error: 0.3398, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2305, root_relative_squared_error: 0.7682, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9484, build_cpu_time: 235.0858, build_memory: 88366301.6, f_measure: 0.6922, kappa: 0.6583, kb_relative_information_score: 1407.457, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6923, predictive_accuracy: 0.6925, prior_entropy: 3.3219, recall: 0.6925, relative_absolute_error: 0.3392, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2295, root_relative_squared_error: 0.7651, scimark_benchmark: 886.6397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9457, build_cpu_time: 150.1882, build_memory: 794468240.8, f_measure: 0.6899, kappa: 0.6561, kb_relative_information_score: 1416.0117, mean_absolute_error: 0.061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6898, predictive_accuracy: 0.6905, prior_entropy: 3.3219, recall: 0.6905, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2267, root_relative_squared_error: 0.7558, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9421, build_cpu_time: 82.4359, build_memory: 757645529.6, f_measure: 0.6988, kappa: 0.6661, kb_relative_information_score: 1422.4807, mean_absolute_error: 0.0616, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.6988, predictive_accuracy: 0.6995, prior_entropy: 3.3219, recall: 0.6995, relative_absolute_error: 0.342, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2219, root_relative_squared_error: 0.7396, scimark_benchmark: 923.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, build_cpu_time: 3.065, build_memory: 120195610.4, f_measure: 0.7031, kappa: 0.6733, kb_relative_information_score: 856.4858, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.708, predictive_accuracy: 0.706, prior_entropy: 3.3219, recall: 0.706, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.8018, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, build_cpu_time: 3.1537, build_memory: 965589631.2, f_measure: 0.7031, kappa: 0.6733, kb_relative_information_score: 856.4858, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.708, predictive_accuracy: 0.706, prior_entropy: 3.3219, recall: 0.706, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.8018, scimark_benchmark: 914.1182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, build_cpu_time: 3.1154, build_memory: 825442171.2, f_measure: 0.7031, kappa: 0.6733, kb_relative_information_score: 856.4858, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.708, predictive_accuracy: 0.706, prior_entropy: 3.3219, recall: 0.706, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.8018, scimark_benchmark: 890.3066,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, build_cpu_time: 3.2023, build_memory: 1307058445.6, f_measure: 0.7031, kappa: 0.6733, kb_relative_information_score: 856.4858, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.708, predictive_accuracy: 0.706, prior_entropy: 3.3219, recall: 0.706, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.8018, scimark_benchmark: 914.1182,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9371, build_cpu_time: 3.0201, build_memory: 88332829.6, f_measure: 0.7031, kappa: 0.6733, kb_relative_information_score: 856.4858, mean_absolute_error: 0.1396, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.708, predictive_accuracy: 0.706, prior_entropy: 3.3219, recall: 0.706, relative_absolute_error: 0.7756, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.2405, root_relative_squared_error: 0.8018, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, build_cpu_time: 1.5007, build_memory: 182751562.4, f_measure: 0.7076, kappa: 0.6767, kb_relative_information_score: 1171.7704, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7089, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.207, root_relative_squared_error: 0.6902, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, build_cpu_time: 1.9754, build_memory: 1110154852, f_measure: 0.7076, kappa: 0.6767, kb_relative_information_score: 1171.7704, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7089, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.207, root_relative_squared_error: 0.6902, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, build_cpu_time: 1.7335, build_memory: 799870032.8, f_measure: 0.7076, kappa: 0.6767, kb_relative_information_score: 1171.7704, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7089, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.207, root_relative_squared_error: 0.6902, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, build_cpu_time: 1.5602, build_memory: 2180444300, f_measure: 0.7076, kappa: 0.6767, kb_relative_information_score: 1171.7704, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7089, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.207, root_relative_squared_error: 0.6902, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9416, build_cpu_time: 1.6202, build_memory: 595485408.8, f_measure: 0.7076, kappa: 0.6767, kb_relative_information_score: 1171.7704, mean_absolute_error: 0.1061, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7089, predictive_accuracy: 0.709, prior_entropy: 3.3219, recall: 0.709, relative_absolute_error: 0.5893, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.207, root_relative_squared_error: 0.6902, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9435, build_cpu_time: 0.4328, build_memory: 1434045785.6, f_measure: 0.7099, kappa: 0.6911, kb_relative_information_score: 1504.8849, mean_absolute_error: 0.0596, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7161, predictive_accuracy: 0.722, prior_entropy: 3.3219, recall: 0.722, relative_absolute_error: 0.331, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.6595, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, build_cpu_time: 0.7176, build_memory: 76040138.4, f_measure: 0.7157, kappa: 0.6883, kb_relative_information_score: 1514.0001, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7166, predictive_accuracy: 0.7195, prior_entropy: 3.3219, recall: 0.7195, relative_absolute_error: 0.3237, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.6629, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, build_cpu_time: 0.882, build_memory: 833387340.8, f_measure: 0.7067, kappa: 0.6911, kb_relative_information_score: 1515.0973, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7087, predictive_accuracy: 0.722, prior_entropy: 3.3219, recall: 0.722, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.6631, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9451, build_cpu_time: 0.9619, build_memory: 936287472, f_measure: 0.7067, kappa: 0.6911, kb_relative_information_score: 1515.0973, mean_absolute_error: 0.0582, mean_prior_absolute_error: 0.18, number_of_instances: 2000, precision: 0.7087, predictive_accuracy: 0.722, prior_entropy: 3.3219, recall: 0.722, relative_absolute_error: 0.3232, root_mean_prior_squared_error: 0.3, root_mean_squared_error: 0.1989, root_relative_squared_error: 0.6631, scimark_benchmark: 908.2898,

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