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Severity: Warning

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

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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 page-blocks

Supervised Classification on page-blocks

Task 3884 Supervised Classification page-blocks 576 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • mythbusting_1 study_1 study_107 study_15 study_20 study_41 study_7 under100k under1m
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Metric:

576 Runs

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0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, build_cpu_time: 2.7725, build_memory: 429113646.5704, f_measure: 0.9708, kappa: 0.8393, kb_relative_information_score: 4235.7974, mean_absolute_error: 0.032, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9706, predictive_accuracy: 0.9711, prior_entropy: 0.4768, recall: 0.9711, relative_absolute_error: 0.1743, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.16, root_relative_squared_error: 0.5278, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9803, build_cpu_time: 1.3152, build_memory: 979798607.1712, f_measure: 0.9755, kappa: 0.8661, kb_relative_information_score: 4455.8354, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9754, predictive_accuracy: 0.9755, prior_entropy: 0.4768, recall: 0.9755, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1515, root_relative_squared_error: 0.4998, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, build_cpu_time: 1.3244, build_memory: 530732193.0247, f_measure: 0.9747, kappa: 0.8621, kb_relative_information_score: 4456.9733, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9747, predictive_accuracy: 0.9748, prior_entropy: 0.4768, recall: 0.9748, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.5005, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, build_cpu_time: 1.3163, build_memory: 78853476.0431, f_measure: 0.9747, kappa: 0.8621, kb_relative_information_score: 4456.9341, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9747, predictive_accuracy: 0.9748, prior_entropy: 0.4768, recall: 0.9748, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.5005, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, build_cpu_time: 1.4463, build_memory: 711588491.7917, f_measure: 0.9747, kappa: 0.8621, kb_relative_information_score: 4456.9341, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9747, predictive_accuracy: 0.9748, prior_entropy: 0.4768, recall: 0.9748, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.5005, scimark_benchmark: 923.9118,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9804, build_cpu_time: 1.3897, build_memory: 2708438439.4299, f_measure: 0.9747, kappa: 0.8621, kb_relative_information_score: 4456.9341, mean_absolute_error: 0.0258, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9747, predictive_accuracy: 0.9748, prior_entropy: 0.4768, recall: 0.9748, relative_absolute_error: 0.1404, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1517, root_relative_squared_error: 0.5005, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, build_cpu_time: 264.7071, build_memory: 101727195.5578, f_measure: 0.9632, kappa: 0.7951, kb_relative_information_score: 4028.173, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9628, predictive_accuracy: 0.964, prior_entropy: 0.4768, recall: 0.964, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.6243, scimark_benchmark: 923.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8819, build_cpu_time: 139.2999, build_memory: 325711094.7838, f_measure: 0.9632, kappa: 0.7951, kb_relative_information_score: 4028.1537, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9628, predictive_accuracy: 0.964, prior_entropy: 0.4768, recall: 0.964, relative_absolute_error: 0.1986, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.6243, scimark_benchmark: 939.7233,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9852, build_cpu_time: 2.1536, build_memory: 308058017.8856, f_measure: 0.962, kappa: 0.7891, kb_relative_information_score: 3637.6199, mean_absolute_error: 0.0491, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9616, predictive_accuracy: 0.9627, prior_entropy: 0.4768, recall: 0.9627, relative_absolute_error: 0.2672, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1661, root_relative_squared_error: 0.5481, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9802, build_cpu_time: 22.048, build_memory: 1935619768.0833, f_measure: 0.9745, kappa: 0.8608, kb_relative_information_score: 4437.3225, mean_absolute_error: 0.0264, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9744, predictive_accuracy: 0.9746, prior_entropy: 0.4768, recall: 0.9746, relative_absolute_error: 0.1436, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1527, root_relative_squared_error: 0.5038, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.98, build_cpu_time: 15.2567, build_memory: 2124364776.2836, f_measure: 0.9749, kappa: 0.8628, kb_relative_information_score: 4424.9742, mean_absolute_error: 0.0266, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9748, predictive_accuracy: 0.975, prior_entropy: 0.4768, recall: 0.975, relative_absolute_error: 0.1449, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1531, root_relative_squared_error: 0.5052, scimark_benchmark: 939.6177,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9798, build_cpu_time: 8.4873, build_memory: 990465150.3424, f_measure: 0.9736, kappa: 0.8561, kb_relative_information_score: 4418.8158, mean_absolute_error: 0.0269, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9736, predictive_accuracy: 0.9737, prior_entropy: 0.4768, recall: 0.9737, relative_absolute_error: 0.1464, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1534, root_relative_squared_error: 0.506, scimark_benchmark: 902.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9796, build_cpu_time: 4.7178, build_memory: 602628150.5704, f_measure: 0.9736, kappa: 0.8559, kb_relative_information_score: 4401.5138, mean_absolute_error: 0.0276, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9735, predictive_accuracy: 0.9737, prior_entropy: 0.4768, recall: 0.9737, relative_absolute_error: 0.1502, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5103, scimark_benchmark: 941.9018,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6166, build_cpu_time: 0.7837, build_memory: 2434909859.8429, f_measure: 0.8313, kappa: 0.176, kb_relative_information_score: -3537.711, mean_absolute_error: 0.2359, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.8503, predictive_accuracy: 0.8158, prior_entropy: 0.4768, recall: 0.8158, relative_absolute_error: 1.2835, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.369, root_relative_squared_error: 1.2176, scimark_benchmark: 909.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, build_cpu_time: 3.362, build_memory: 115030224.0599, f_measure: 0.9682, kappa: 0.8253, kb_relative_information_score: 4082.4797, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.968, predictive_accuracy: 0.9686, prior_entropy: 0.4768, recall: 0.9686, relative_absolute_error: 0.2005, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1588, root_relative_squared_error: 0.5241, scimark_benchmark: 902.0906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, build_cpu_time: 0.0514, build_memory: 1302424197.5165, f_measure: 0.971, kappa: 0.8409, kb_relative_information_score: 4147.4256, mean_absolute_error: 0.0347, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9709, predictive_accuracy: 0.9713, prior_entropy: 0.4768, recall: 0.9713, relative_absolute_error: 0.1886, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1479, root_relative_squared_error: 0.4881, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, build_cpu_time: 1.7045, build_memory: 114565523.3313, f_measure: 0.9772, kappa: 0.8755, kb_relative_information_score: 4153.4887, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9772, predictive_accuracy: 0.9773, prior_entropy: 0.4768, recall: 0.9773, relative_absolute_error: 0.1978, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.133, root_relative_squared_error: 0.4388, scimark_benchmark: 946.05,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9146, build_cpu_time: 0.5856, build_memory: 1213251275.1252, f_measure: 0.9704, kappa: 0.8377, kb_relative_information_score: 4086.8854, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9702, predictive_accuracy: 0.9706, prior_entropy: 0.4768, recall: 0.9706, relative_absolute_error: 0.23, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1617, root_relative_squared_error: 0.5336, scimark_benchmark: 915.0385,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8809, build_cpu_time: 0.0012, build_memory: 312930746.1633, f_measure: 0.9633, kappa: 0.7957, kb_relative_information_score: 4025.0549, mean_absolute_error: 0.0367, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.963, predictive_accuracy: 0.9642, prior_entropy: 0.4768, recall: 0.9642, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1892, root_relative_squared_error: 0.6242, scimark_benchmark: 920.2722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5018, build_cpu_time: 15.668, build_memory: 94516273.8491, f_measure: 0.8502, kappa: 0.0064, kb_relative_information_score: 1438.416, mean_absolute_error: 0.102, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9084, predictive_accuracy: 0.898, prior_entropy: 0.4768, recall: 0.898, relative_absolute_error: 0.5547, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3193, root_relative_squared_error: 1.0536, scimark_benchmark: 946.6735,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7098, build_cpu_time: 0.1459, build_memory: 197152312.231, f_measure: 0.927, kappa: 0.553, kb_relative_information_score: 3005.3905, mean_absolute_error: 0.0623, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9372, predictive_accuracy: 0.9377, prior_entropy: 0.4768, recall: 0.9377, relative_absolute_error: 0.339, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2496, root_relative_squared_error: 0.8236, scimark_benchmark: 915.7861,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7799, build_cpu_time: 0.3003, build_memory: 678220152.0482, f_measure: 0.9433, kappa: 0.6662, kb_relative_information_score: 3431.4342, mean_absolute_error: 0.0515, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9461, predictive_accuracy: 0.9485, prior_entropy: 0.4768, recall: 0.9485, relative_absolute_error: 0.2803, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.227, root_relative_squared_error: 0.749, scimark_benchmark: 940.4464,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9392, build_cpu_time: 0.1346, build_memory: 37517215.8348, f_measure: 0.9471, kappa: 0.6981, kb_relative_information_score: 2727.2503, mean_absolute_error: 0.0787, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9468, predictive_accuracy: 0.9498, prior_entropy: 0.4768, recall: 0.9498, relative_absolute_error: 0.4283, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1979, root_relative_squared_error: 0.6531, scimark_benchmark: 947.9978,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, build_cpu_time: 0.0158, build_memory: 117718331.1778, f_measure: 0.8957, kappa: 0.4171, kb_relative_information_score: 1431.0417, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.8933, predictive_accuracy: 0.8986, prior_entropy: 0.4768, recall: 0.8986, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3049, root_relative_squared_error: 1.006, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, build_cpu_time: 0.3097, build_memory: 992871205.0883, f_measure: 0.9747, kappa: 0.861, kb_relative_information_score: 4033.1906, mean_absolute_error: 0.0411, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9746, predictive_accuracy: 0.975, prior_entropy: 0.4768, recall: 0.975, relative_absolute_error: 0.2236, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1392, root_relative_squared_error: 0.4593, scimark_benchmark: 920.6941,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, build_cpu_time: 0.1872, build_memory: 123508549.1175, f_measure: 0.9395, kappa: 0.6529, kb_relative_information_score: 2332.2803, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.939, predictive_accuracy: 0.943, prior_entropy: 0.4768, recall: 0.943, relative_absolute_error: 0.4555, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6901, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9549, build_cpu_time: 0.1631, build_memory: 172055763.97, f_measure: 0.9395, kappa: 0.6529, kb_relative_information_score: 2332.2803, mean_absolute_error: 0.0837, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.939, predictive_accuracy: 0.943, prior_entropy: 0.4768, recall: 0.943, relative_absolute_error: 0.4555, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2091, root_relative_squared_error: 0.6901, scimark_benchmark: 945.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, build_cpu_time: 0.0161, build_memory: 507488182.3117, f_measure: 0.9447, kappa: 0.6873, kb_relative_information_score: 3373.6656, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.944, predictive_accuracy: 0.947, prior_entropy: 0.4768, recall: 0.947, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.7595, scimark_benchmark: 946.8522,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.817, build_cpu_time: 0.0163, build_memory: 715876358.0121, f_measure: 0.9447, kappa: 0.6873, kb_relative_information_score: 3373.6656, mean_absolute_error: 0.053, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.944, predictive_accuracy: 0.947, prior_entropy: 0.4768, recall: 0.947, relative_absolute_error: 0.2883, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2302, root_relative_squared_error: 0.7595, scimark_benchmark: 927.6633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, build_cpu_time: 0.1409, build_memory: 226287271.905, f_measure: 0.9728, kappa: 0.8514, kb_relative_information_score: 4236.98, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9727, predictive_accuracy: 0.973, prior_entropy: 0.4768, recall: 0.973, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5104, scimark_benchmark: 946.9694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, build_cpu_time: 0.163, build_memory: 558014024.0234, f_measure: 0.9728, kappa: 0.8514, kb_relative_information_score: 4236.98, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9727, predictive_accuracy: 0.973, prior_entropy: 0.4768, recall: 0.973, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5104, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, build_cpu_time: 0.1556, build_memory: 764674826.1005, f_measure: 0.9728, kappa: 0.8514, kb_relative_information_score: 4236.98, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9727, predictive_accuracy: 0.973, prior_entropy: 0.4768, recall: 0.973, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5104, scimark_benchmark: 938.2445,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9581, build_cpu_time: 0.1637, build_memory: 346444385.2585, f_measure: 0.9728, kappa: 0.8514, kb_relative_information_score: 4236.98, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9727, predictive_accuracy: 0.973, prior_entropy: 0.4768, recall: 0.973, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1547, root_relative_squared_error: 0.5104, scimark_benchmark: 922.5645,
0 likes - 0 downloads - 0 reach - No evaluations yet (or not applicable). Evaluation Engine Exception: Run description file not present.
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.4998, build_cpu_time: 0.0007, build_memory: 747420074.4075, f_measure: 0.8493, kb_relative_information_score: -2.0896, mean_absolute_error: 0.1838, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.8058, predictive_accuracy: 0.8977, prior_entropy: 0.4768, recall: 0.8977, relative_absolute_error: 1.0001, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3031, root_relative_squared_error: 1, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8992, build_cpu_time: 0.0162, build_memory: 383407286.8774, f_measure: 0.8957, kappa: 0.4171, kb_relative_information_score: 1431.0417, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.8933, predictive_accuracy: 0.8986, prior_entropy: 0.4768, recall: 0.8986, relative_absolute_error: 0.5418, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3049, root_relative_squared_error: 1.006, scimark_benchmark: 943.2554,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, build_cpu_time: 0.0014, build_memory: 175630740.7901, f_measure: 0.9199, kappa: 0.5577, kb_relative_information_score: 2348.2721, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9189, predictive_accuracy: 0.9211, prior_entropy: 0.4768, recall: 0.9211, relative_absolute_error: 0.4294, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.281, root_relative_squared_error: 0.927, scimark_benchmark: 941.5087,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, build_cpu_time: 0.0014, build_memory: 178573999.8962, f_measure: 0.9199, kappa: 0.5577, kb_relative_information_score: 2348.2721, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9189, predictive_accuracy: 0.9211, prior_entropy: 0.4768, recall: 0.9211, relative_absolute_error: 0.4294, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.281, root_relative_squared_error: 0.927, scimark_benchmark: 946.523,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, build_cpu_time: 0.001, build_memory: 84376250.2028, f_measure: 0.9199, kappa: 0.5577, kb_relative_information_score: 2348.2721, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9189, predictive_accuracy: 0.9211, prior_entropy: 0.4768, recall: 0.9211, relative_absolute_error: 0.4294, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.281, root_relative_squared_error: 0.927, scimark_benchmark: 938.8833,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7709, build_cpu_time: 0.0013, build_memory: 149737631.7559, f_measure: 0.9199, kappa: 0.5577, kb_relative_information_score: 2348.2721, mean_absolute_error: 0.0789, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9189, predictive_accuracy: 0.9211, prior_entropy: 0.4768, recall: 0.9211, relative_absolute_error: 0.4294, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.281, root_relative_squared_error: 0.927, scimark_benchmark: 944.7664,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.6118, build_cpu_time: 0.1909, build_memory: 508916615.7237, f_measure: 0.8362, kappa: 0.1884, kb_relative_information_score: -1529.4481, mean_absolute_error: 0.1771, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.8523, predictive_accuracy: 0.8229, prior_entropy: 0.4768, recall: 0.8229, relative_absolute_error: 0.9632, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.4208, root_relative_squared_error: 1.3884, scimark_benchmark: 929.8923,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8007, build_cpu_time: 2.8201, build_memory: 147827884.2653, f_measure: 0.9368, kappa: 0.6207, kb_relative_information_score: 3229.8121, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9429, predictive_accuracy: 0.9443, prior_entropy: 0.4768, recall: 0.9443, relative_absolute_error: 0.3171, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2252, root_relative_squared_error: 0.7429, scimark_benchmark: 942.0094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7806, build_cpu_time: 1.0974, build_memory: 493907591.4226, f_measure: 0.9252, kappa: 0.5402, kb_relative_information_score: 3055.9549, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9371, predictive_accuracy: 0.9368, prior_entropy: 0.4768, recall: 0.9368, relative_absolute_error: 0.3446, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.7792, scimark_benchmark: 932.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7849, build_cpu_time: 2.5352, build_memory: 545522181.7387, f_measure: 0.9249, kappa: 0.5386, kb_relative_information_score: 3076.2285, mean_absolute_error: 0.0638, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9357, predictive_accuracy: 0.9362, prior_entropy: 0.4768, recall: 0.9362, relative_absolute_error: 0.347, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.236, root_relative_squared_error: 0.7786, scimark_benchmark: 928.8874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7915, build_cpu_time: 5.0954, build_memory: 158530054.1392, f_measure: 0.9244, kappa: 0.5349, kb_relative_information_score: 3051.532, mean_absolute_error: 0.0645, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9359, predictive_accuracy: 0.9361, prior_entropy: 0.4768, recall: 0.9361, relative_absolute_error: 0.3511, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2368, root_relative_squared_error: 0.7814, scimark_benchmark: 945.8947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7982, build_cpu_time: 8.7164, build_memory: 650283372.0504, f_measure: 0.9264, kappa: 0.5494, kb_relative_information_score: 3052.0814, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9368, predictive_accuracy: 0.9373, prior_entropy: 0.4768, recall: 0.9373, relative_absolute_error: 0.3498, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.7792, scimark_benchmark: 946.5567,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.805, build_cpu_time: 18.9139, build_memory: 2045391093.0254, f_measure: 0.9274, kappa: 0.5556, kb_relative_information_score: 3049.3615, mean_absolute_error: 0.0643, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9378, predictive_accuracy: 0.9381, prior_entropy: 0.4768, recall: 0.9381, relative_absolute_error: 0.3498, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2361, root_relative_squared_error: 0.779, scimark_benchmark: 938.8806,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, build_cpu_time: 6.0248, build_memory: 2114453816.2821, f_measure: 0.9752, kappa: 0.8639, kb_relative_information_score: 4103.1388, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.975, predictive_accuracy: 0.9753, prior_entropy: 0.4768, recall: 0.9753, relative_absolute_error: 0.2216, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.4432, scimark_benchmark: 945.7067,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 2.1535, build_memory: 1101537306.808, f_measure: 0.976, kappa: 0.8682, kb_relative_information_score: 4097.4417, mean_absolute_error: 0.0407, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9759, predictive_accuracy: 0.9762, prior_entropy: 0.4768, recall: 0.9762, relative_absolute_error: 0.2214, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.4432, scimark_benchmark: 902.5808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 1.2497, build_memory: 1843542062.6421, f_measure: 0.9766, kappa: 0.8715, kb_relative_information_score: 4105.6336, mean_absolute_error: 0.0405, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9765, predictive_accuracy: 0.9768, prior_entropy: 0.4768, recall: 0.9768, relative_absolute_error: 0.2203, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1341, root_relative_squared_error: 0.4424, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, build_cpu_time: 0.6295, build_memory: 1519959693.6583, f_measure: 0.9755, kappa: 0.8655, kb_relative_information_score: 4093.8109, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9754, predictive_accuracy: 0.9757, prior_entropy: 0.4768, recall: 0.9757, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.4468, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, build_cpu_time: 0.673, build_memory: 1392278196.2434, f_measure: 0.9755, kappa: 0.8655, kb_relative_information_score: 4093.8109, mean_absolute_error: 0.0403, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9754, predictive_accuracy: 0.9757, prior_entropy: 0.4768, recall: 0.9757, relative_absolute_error: 0.2194, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1354, root_relative_squared_error: 0.4468, scimark_benchmark: 919.2952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, build_cpu_time: 0.3031, build_memory: 543101191.0587, f_measure: 0.9762, kappa: 0.8699, kb_relative_information_score: 4124.3199, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9761, predictive_accuracy: 0.9762, prior_entropy: 0.4768, recall: 0.9762, relative_absolute_error: 0.1987, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.4601, scimark_benchmark: 941.5201,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, build_cpu_time: 0.2936, build_memory: 339712946.4235, f_measure: 0.9762, kappa: 0.8699, kb_relative_information_score: 4124.3199, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9761, predictive_accuracy: 0.9762, prior_entropy: 0.4768, recall: 0.9762, relative_absolute_error: 0.1987, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.4601, scimark_benchmark: 947.4258,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, build_cpu_time: 0.3131, build_memory: 2226719444.1732, f_measure: 0.9762, kappa: 0.8699, kb_relative_information_score: 4124.3199, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9761, predictive_accuracy: 0.9762, prior_entropy: 0.4768, recall: 0.9762, relative_absolute_error: 0.1987, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1394, root_relative_squared_error: 0.4601, scimark_benchmark: 949.2096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9885, build_cpu_time: 1.1154, build_memory: 670895899.2479, f_measure: 0.978, kappa: 0.8793, kb_relative_information_score: 4144.1697, mean_absolute_error: 0.0364, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9779, predictive_accuracy: 0.9781, prior_entropy: 0.4768, recall: 0.9781, relative_absolute_error: 0.1982, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.134, root_relative_squared_error: 0.4421, scimark_benchmark: 929.0404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, build_cpu_time: 1.872, build_memory: 81182572.1031, f_measure: 0.978, kappa: 0.8793, kb_relative_information_score: 4152.0682, mean_absolute_error: 0.0365, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9779, predictive_accuracy: 0.9781, prior_entropy: 0.4768, recall: 0.9781, relative_absolute_error: 0.1988, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.4412, scimark_benchmark: 941.1383,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, build_cpu_time: 249.5645, build_memory: 2233159358.6859, f_measure: 0.9787, kappa: 0.8839, kb_relative_information_score: 4118.8625, mean_absolute_error: 0.0381, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9787, predictive_accuracy: 0.9788, prior_entropy: 0.4768, recall: 0.9788, relative_absolute_error: 0.2071, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.132, root_relative_squared_error: 0.4355, scimark_benchmark: 932.8277,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, build_cpu_time: 123.8505, build_memory: 1103679777.1007, f_measure: 0.9787, kappa: 0.8837, kb_relative_information_score: 4117.5202, mean_absolute_error: 0.0382, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9787, predictive_accuracy: 0.9788, prior_entropy: 0.4768, recall: 0.9788, relative_absolute_error: 0.2077, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1323, root_relative_squared_error: 0.4367, scimark_benchmark: 921.0569,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9924, build_cpu_time: 32.2858, build_memory: 1096698118.1553, f_measure: 0.9792, kappa: 0.8864, kb_relative_information_score: 4119.9753, mean_absolute_error: 0.038, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9792, predictive_accuracy: 0.9794, prior_entropy: 0.4768, recall: 0.9794, relative_absolute_error: 0.207, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.4372, scimark_benchmark: 921.8458,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, build_cpu_time: 17.3384, build_memory: 2524190731.9686, f_measure: 0.9783, kappa: 0.8813, kb_relative_information_score: 4107.9093, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9782, predictive_accuracy: 0.9784, prior_entropy: 0.4768, recall: 0.9784, relative_absolute_error: 0.2086, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.4397, scimark_benchmark: 902.1764,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, build_cpu_time: 0.1124, build_memory: 1582727786.7597, f_measure: 0.9436, kappa: 0.6817, kb_relative_information_score: 3285.3893, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9427, predictive_accuracy: 0.9457, prior_entropy: 0.4768, recall: 0.9457, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.7413, scimark_benchmark: 942.3187,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, build_cpu_time: 0.1685, build_memory: 440683507.226, f_measure: 0.9436, kappa: 0.6817, kb_relative_information_score: 3285.3893, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9427, predictive_accuracy: 0.9457, prior_entropy: 0.4768, recall: 0.9457, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.7413, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8499, build_cpu_time: 0.1757, build_memory: 813387159.6638, f_measure: 0.9436, kappa: 0.6817, kb_relative_information_score: 3285.3893, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9427, predictive_accuracy: 0.9457, prior_entropy: 0.4768, recall: 0.9457, relative_absolute_error: 0.3006, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2247, root_relative_squared_error: 0.7413, scimark_benchmark: 940.6012,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8601, build_cpu_time: 0.2001, build_memory: 221466403.9028, f_measure: 0.9436, kappa: 0.6822, kb_relative_information_score: 3283.8814, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9428, predictive_accuracy: 0.9457, prior_entropy: 0.4768, recall: 0.9457, relative_absolute_error: 0.3, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.7411, scimark_benchmark: 941.6532,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.861, build_cpu_time: 0.5808, build_memory: 829230252.4202, f_measure: 0.9435, kappa: 0.6814, kb_relative_information_score: 3288.4676, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9426, predictive_accuracy: 0.9456, prior_entropy: 0.4768, recall: 0.9456, relative_absolute_error: 0.2985, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2243, root_relative_squared_error: 0.7402, scimark_benchmark: 785.9104,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8612, build_cpu_time: 0.7775, build_memory: 373188480.0643, f_measure: 0.943, kappa: 0.6787, kb_relative_information_score: 3284.4271, mean_absolute_error: 0.0551, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9422, predictive_accuracy: 0.9452, prior_entropy: 0.4768, recall: 0.9452, relative_absolute_error: 0.2997, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2246, root_relative_squared_error: 0.7411, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, build_cpu_time: 2.3502, build_memory: 343036140.0943, f_measure: 0.9768, kappa: 0.8729, kb_relative_information_score: 4119.6271, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9767, predictive_accuracy: 0.977, prior_entropy: 0.4768, recall: 0.977, relative_absolute_error: 0.2165, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.443, scimark_benchmark: 934.625,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, build_cpu_time: 2.3626, build_memory: 127410948.0256, f_measure: 0.9768, kappa: 0.8729, kb_relative_information_score: 4119.6271, mean_absolute_error: 0.0398, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9767, predictive_accuracy: 0.977, prior_entropy: 0.4768, recall: 0.977, relative_absolute_error: 0.2165, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1343, root_relative_squared_error: 0.443, scimark_benchmark: 943.2191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.918, build_cpu_time: 1.6104, build_memory: 616511994.9512, f_measure: 0.8965, kappa: 0.4257, kb_relative_information_score: 1481.4561, mean_absolute_error: 0.0983, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.8947, predictive_accuracy: 0.8986, prior_entropy: 0.4768, recall: 0.8986, relative_absolute_error: 0.535, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2987, root_relative_squared_error: 0.9857, scimark_benchmark: 932.5791,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9596, build_cpu_time: 0.3014, build_memory: 149656647.8173, f_measure: 0.9441, kappa: 0.6781, kb_relative_information_score: 2920.4803, mean_absolute_error: 0.0726, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9442, predictive_accuracy: 0.9476, prior_entropy: 0.4768, recall: 0.9476, relative_absolute_error: 0.3948, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1988, root_relative_squared_error: 0.6558, scimark_benchmark: 933.3942,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9065, build_cpu_time: 0.0915, build_memory: 150350928.6549, f_measure: 0.8957, kappa: 0.4171, kb_relative_information_score: 1430.8436, mean_absolute_error: 0.0996, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.8933, predictive_accuracy: 0.8986, prior_entropy: 0.4768, recall: 0.8986, relative_absolute_error: 0.5419, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.3047, root_relative_squared_error: 1.0053, scimark_benchmark: 942.5344,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, build_cpu_time: 565.0222, build_memory: 943987487.9912, f_measure: 0.9642, kappa: 0.7989, kb_relative_information_score: 3572.8801, mean_absolute_error: 0.0534, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.964, predictive_accuracy: 0.9653, prior_entropy: 0.4768, recall: 0.9653, relative_absolute_error: 0.2904, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1596, root_relative_squared_error: 0.5267, scimark_benchmark: 915.2996,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, build_cpu_time: 1536.7412, build_memory: 45656223.601, f_measure: 0.9652, kappa: 0.8046, kb_relative_information_score: 3583.1311, mean_absolute_error: 0.0531, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9652, predictive_accuracy: 0.9664, prior_entropy: 0.4768, recall: 0.9664, relative_absolute_error: 0.2889, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1592, root_relative_squared_error: 0.5253, scimark_benchmark: 940.9741,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9199, build_cpu_time: 0.2083, build_memory: 521818227.8663, f_measure: 0.9245, kappa: 0.548, kb_relative_information_score: 1843.3888, mean_absolute_error: 0.1135, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9272, predictive_accuracy: 0.9331, prior_entropy: 0.4768, recall: 0.9331, relative_absolute_error: 0.6173, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.7239, scimark_benchmark: 998.3701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9208, build_cpu_time: 0.097, build_memory: 1419135521.8769, f_measure: 0.9247, kappa: 0.5478, kb_relative_information_score: 1856.4873, mean_absolute_error: 0.1132, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9279, predictive_accuracy: 0.9335, prior_entropy: 0.4768, recall: 0.9335, relative_absolute_error: 0.6156, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2192, root_relative_squared_error: 0.7233, scimark_benchmark: 938.259,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9193, build_cpu_time: 0.0468, build_memory: 661141613.2534, f_measure: 0.9234, kappa: 0.5393, kb_relative_information_score: 1820.6059, mean_absolute_error: 0.1133, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9267, predictive_accuracy: 0.9326, prior_entropy: 0.4768, recall: 0.9326, relative_absolute_error: 0.6163, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2193, root_relative_squared_error: 0.7234, scimark_benchmark: 1212.2248,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9301, build_cpu_time: 6.9667, build_memory: 3135498250.7597, f_measure: 0.9453, kappa: 0.6805, kb_relative_information_score: 3442.2382, mean_absolute_error: 0.0514, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9468, predictive_accuracy: 0.9496, prior_entropy: 0.4768, recall: 0.9496, relative_absolute_error: 0.2798, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2198, root_relative_squared_error: 0.7254, scimark_benchmark: 944.3501,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9105, build_cpu_time: 0.0215, build_memory: 238855073.8228, f_measure: 0.9243, kappa: 0.5452, kb_relative_information_score: 1833.3725, mean_absolute_error: 0.1127, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9277, predictive_accuracy: 0.9333, prior_entropy: 0.4768, recall: 0.9333, relative_absolute_error: 0.6134, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2194, root_relative_squared_error: 0.7238, scimark_benchmark: 942.728,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9084, build_cpu_time: 0.0126, build_memory: 1857302048.3216, f_measure: 0.9258, kappa: 0.5553, kb_relative_information_score: 1756.2315, mean_absolute_error: 0.1134, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.929, predictive_accuracy: 0.9344, prior_entropy: 0.4768, recall: 0.9344, relative_absolute_error: 0.617, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.2195, root_relative_squared_error: 0.7242, scimark_benchmark: 940.8364,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9892, build_cpu_time: 73.0721, build_memory: 1666134710.2825, f_measure: 0.977, kappa: 0.8749, kb_relative_information_score: 4255.4521, mean_absolute_error: 0.0329, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.977, predictive_accuracy: 0.977, prior_entropy: 0.4768, recall: 0.977, relative_absolute_error: 0.179, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1324, root_relative_squared_error: 0.437, scimark_benchmark: 941.5509,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, build_cpu_time: 221.7768, build_memory: 184079543.2341, f_measure: 0.9768, kappa: 0.8736, kb_relative_information_score: 4242.0426, mean_absolute_error: 0.0336, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9768, predictive_accuracy: 0.9768, prior_entropy: 0.4768, recall: 0.9768, relative_absolute_error: 0.1828, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.434, scimark_benchmark: 824.2652,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9911, build_cpu_time: 304.4454, build_memory: 536462649.203, f_measure: 0.9775, kappa: 0.877, kb_relative_information_score: 4247.5173, mean_absolute_error: 0.0338, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9774, predictive_accuracy: 0.9775, prior_entropy: 0.4768, recall: 0.9775, relative_absolute_error: 0.1838, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1313, root_relative_squared_error: 0.4332, scimark_benchmark: 912.4676,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, build_cpu_time: 581.7074, build_memory: 3584089643.0959, f_measure: 0.9782, kappa: 0.8815, kb_relative_information_score: 4234.6236, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9782, predictive_accuracy: 0.9783, prior_entropy: 0.4768, recall: 0.9783, relative_absolute_error: 0.185, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.4338, scimark_benchmark: 945.0883,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9917, build_cpu_time: 1280.4932, build_memory: 166445246.8233, f_measure: 0.9779, kappa: 0.8796, kb_relative_information_score: 4232.2694, mean_absolute_error: 0.034, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9779, predictive_accuracy: 0.9779, prior_entropy: 0.4768, recall: 0.9779, relative_absolute_error: 0.1852, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1315, root_relative_squared_error: 0.4339, scimark_benchmark: 944.2618,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, build_cpu_time: 53.7676, build_memory: 649207578.9731, f_measure: 0.9739, kappa: 0.8567, kb_relative_information_score: 4460.2083, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.4768, recall: 0.9741, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5091, scimark_benchmark: 890.4487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9664, build_cpu_time: 49.5532, build_memory: 1772250816.038, f_measure: 0.9739, kappa: 0.8567, kb_relative_information_score: 4460.2083, mean_absolute_error: 0.0257, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9737, predictive_accuracy: 0.9741, prior_entropy: 0.4768, recall: 0.9741, relative_absolute_error: 0.14, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1543, root_relative_squared_error: 0.5091, scimark_benchmark: 941.9633,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9719, build_cpu_time: 24.0448, build_memory: 837849315.7215, f_measure: 0.974, kappa: 0.8574, kb_relative_information_score: 4450.414, mean_absolute_error: 0.0259, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9739, predictive_accuracy: 0.9742, prior_entropy: 0.4768, recall: 0.9742, relative_absolute_error: 0.1411, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.154, root_relative_squared_error: 0.5082, scimark_benchmark: 941.8931,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.975, build_cpu_time: 12.8585, build_memory: 1016546347.9993, f_measure: 0.9711, kappa: 0.8405, kb_relative_information_score: 4341.4235, mean_absolute_error: 0.0289, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9709, predictive_accuracy: 0.9715, prior_entropy: 0.4768, recall: 0.9715, relative_absolute_error: 0.157, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1645, root_relative_squared_error: 0.5428, scimark_benchmark: 938.0657,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, build_cpu_time: 6.7236, build_memory: 469893925.1014, f_measure: 0.9714, kappa: 0.8423, kb_relative_information_score: 4341.314, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9712, predictive_accuracy: 0.9719, prior_entropy: 0.4768, recall: 0.9719, relative_absolute_error: 0.1576, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1639, root_relative_squared_error: 0.5407, scimark_benchmark: 942.6202,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, build_cpu_time: 61.8931, build_memory: 3086526507.9861, f_measure: 0.9755, kappa: 0.8649, kb_relative_information_score: 4170.3362, mean_absolute_error: 0.0392, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9754, predictive_accuracy: 0.9759, prior_entropy: 0.4768, recall: 0.9759, relative_absolute_error: 0.2131, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1347, root_relative_squared_error: 0.4444, scimark_benchmark: 943.4278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, build_cpu_time: 112.8452, build_memory: 492429174.5587, f_measure: 0.9773, kappa: 0.875, kb_relative_information_score: 4179.6704, mean_absolute_error: 0.0388, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9772, predictive_accuracy: 0.9775, prior_entropy: 0.4768, recall: 0.9775, relative_absolute_error: 0.2109, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1337, root_relative_squared_error: 0.441, scimark_benchmark: 907.4186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, build_cpu_time: 14.8254, build_memory: 1238377340.7652, f_measure: 0.9752, kappa: 0.8641, kb_relative_information_score: 4215.6873, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9751, predictive_accuracy: 0.9753, prior_entropy: 0.4768, recall: 0.9753, relative_absolute_error: 0.1923, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.4384, scimark_benchmark: 937.0115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, build_cpu_time: 7.4306, build_memory: 798145284.2887, f_measure: 0.9759, kappa: 0.8679, kb_relative_information_score: 4222.4875, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9758, predictive_accuracy: 0.9761, prior_entropy: 0.4768, recall: 0.9761, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.4385, scimark_benchmark: 944.351,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, build_cpu_time: 7.4285, build_memory: 1117589603.2216, f_measure: 0.9759, kappa: 0.8679, kb_relative_information_score: 4222.4875, mean_absolute_error: 0.0353, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9758, predictive_accuracy: 0.9761, prior_entropy: 0.4768, recall: 0.9761, relative_absolute_error: 0.1918, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1329, root_relative_squared_error: 0.4385, scimark_benchmark: 922.4313,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, build_cpu_time: 4.4716, build_memory: 1597839122.4294, f_measure: 0.9757, kappa: 0.867, kb_relative_information_score: 4223.9102, mean_absolute_error: 0.0351, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9756, predictive_accuracy: 0.9759, prior_entropy: 0.4768, recall: 0.9759, relative_absolute_error: 0.1909, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.1325, root_relative_squared_error: 0.4373, scimark_benchmark: 934.1614,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9895, build_cpu_time: 1.979, build_memory: 204011695.5819, f_measure: 0.976, kappa: 0.8688, kb_relative_information_score: 4220.8065, mean_absolute_error: 0.0349, mean_prior_absolute_error: 0.1838, number_of_instances: 5473, precision: 0.9759, predictive_accuracy: 0.9761, prior_entropy: 0.4768, recall: 0.9761, relative_absolute_error: 0.1899, root_mean_prior_squared_error: 0.3031, root_mean_squared_error: 0.133, root_relative_squared_error: 0.4389, scimark_benchmark: 942.2751,

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