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 segment

Supervised Classification on segment

Task 266 Supervised Classification segment 322 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

322 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9842, f_measure: 0.9326, kappa: 0.9219, kb_relative_information_score: 713.6382, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9341, predictive_accuracy: 0.9331, prior_entropy: 2.8074, recall: 0.9331, relative_absolute_error: 0.0856, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1165, root_relative_squared_error: 0.3328, scimark_benchmark: 882.7843, usercpu_time_millis: 660, usercpu_time_millis_testing: 660,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, f_measure: 0.6628, kappa: 0.649, kb_relative_information_score: 236.0886, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.7738, predictive_accuracy: 0.6982, prior_entropy: 2.8074, recall: 0.6982, relative_absolute_error: 0.8592, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.8894, scimark_benchmark: 912.5006, usercpu_time_millis: 7720, usercpu_time_millis_testing: 3430, usercpu_time_millis_training: 4290,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, f_measure: 0.9114, kappa: 0.8974, kb_relative_information_score: 263.0698, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9144, predictive_accuracy: 0.9121, prior_entropy: 2.8074, recall: 0.9121, relative_absolute_error: 0.8396, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.8667, scimark_benchmark: 939.449, usercpu_time_millis: 220, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 190,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9968, f_measure: 0.9442, kappa: 0.9341, kb_relative_information_score: 715.1975, mean_absolute_error: 0.0226, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9453, predictive_accuracy: 0.9436, prior_entropy: 2.8074, recall: 0.9436, relative_absolute_error: 0.0921, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2953, scimark_benchmark: 944.0517, usercpu_time_millis: 4590, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 4580,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9189, f_measure: 0.8645, kappa: 0.839, kb_relative_information_score: 648.6821, mean_absolute_error: 0.0394, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8818, predictive_accuracy: 0.8622, prior_entropy: 2.8074, recall: 0.8622, relative_absolute_error: 0.1608, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1984, root_relative_squared_error: 0.567, scimark_benchmark: 1304.9611, usercpu_time_millis: 880, usercpu_time_millis_training: 880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9808, f_measure: 0.93, kappa: 0.9188, kb_relative_information_score: 678.6725, mean_absolute_error: 0.0363, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9331, predictive_accuracy: 0.9304, prior_entropy: 2.8074, recall: 0.9304, relative_absolute_error: 0.1483, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.135, root_relative_squared_error: 0.3857, scimark_benchmark: 1073.494, usercpu_time_millis: 8050, usercpu_time_millis_testing: 260, usercpu_time_millis_training: 7790,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9685, kappa: 0.9632, kb_relative_information_score: 720.0383, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9688, predictive_accuracy: 0.9685, prior_entropy: 2.8074, recall: 0.9685, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.088, root_relative_squared_error: 0.2515, scimark_benchmark: 1325.942, usercpu_time_millis: 970, usercpu_time_millis_testing: 90, usercpu_time_millis_training: 880,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9653, f_measure: 0.941, kappa: 0.931, kb_relative_information_score: 713.4352, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9411, predictive_accuracy: 0.9409, prior_entropy: 2.8074, recall: 0.9409, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1299, root_relative_squared_error: 0.3712, scimark_benchmark: 1307.4861, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9817, f_measure: 0.9433, kappa: 0.9341, kb_relative_information_score: 708.6369, mean_absolute_error: 0.0219, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9454, predictive_accuracy: 0.9436, prior_entropy: 2.8074, recall: 0.9436, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1182, root_relative_squared_error: 0.3378, scimark_benchmark: 1319.6463, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9724, f_measure: 0.9398, kappa: 0.9295, kb_relative_information_score: 708.435, mean_absolute_error: 0.0205, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9403, predictive_accuracy: 0.9396, prior_entropy: 2.8074, recall: 0.9396, relative_absolute_error: 0.0835, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1281, root_relative_squared_error: 0.3661, scimark_benchmark: 1346.9602, usercpu_time_millis: 440, usercpu_time_millis_training: 440,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, f_measure: 0.9499, kappa: 0.9418, kb_relative_information_score: 720.9897, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9503, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3411, scimark_benchmark: 1315.395, usercpu_time_millis: 290, usercpu_time_millis_testing: 110, usercpu_time_millis_training: 180,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5749, f_measure: 0.2631, kappa: 0.1506, kb_relative_information_score: 167.351, mean_absolute_error: 0.2066, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8691, predictive_accuracy: 0.2769, prior_entropy: 2.8074, recall: 0.2769, relative_absolute_error: 0.8436, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.4545, root_relative_squared_error: 1.2989, scimark_benchmark: 1384.4418, usercpu_time_millis: 1100, usercpu_time_millis_testing: 230, usercpu_time_millis_training: 870,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9762, f_measure: 0.9417, kappa: 0.9326, kb_relative_information_score: 716.4598, mean_absolute_error: 0.0172, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9434, predictive_accuracy: 0.9423, prior_entropy: 2.8074, recall: 0.9423, relative_absolute_error: 0.0701, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1211, root_relative_squared_error: 0.3461, scimark_benchmark: 1466.6185, usercpu_time_millis: 100, usercpu_time_millis_training: 100,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7763, f_measure: 0.6073, kappa: 0.5541, kb_relative_information_score: 447.9476, mean_absolute_error: 0.1091, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.6068, predictive_accuracy: 0.6181, prior_entropy: 2.8074, recall: 0.6181, relative_absolute_error: 0.4455, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3303, root_relative_squared_error: 0.944, scimark_benchmark: 1465.2979, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9686, f_measure: 0.9455, kappa: 0.9372, kb_relative_information_score: 717.7521, mean_absolute_error: 0.0154, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9474, predictive_accuracy: 0.9462, prior_entropy: 2.8074, recall: 0.9462, relative_absolute_error: 0.0628, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.124, root_relative_squared_error: 0.3543, scimark_benchmark: 1028.5889, usercpu_time_millis: 610, usercpu_time_millis_training: 610,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0266, kb_relative_information_score: 4.7329, mean_absolute_error: 0.245, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.0149, predictive_accuracy: 0.122, prior_entropy: 2.8074, recall: 0.122, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3502, root_relative_squared_error: 1.0007, scimark_benchmark: 1028.5889,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 721.1756, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9508, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3251, scimark_benchmark: 977.6382, usercpu_time_millis: 60, usercpu_time_millis_training: 60,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, build_cpu_time: 1.012, build_memory: 258227528, f_measure: 0.9114, kappa: 0.8974, kb_relative_information_score: 660.7728, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9144, predictive_accuracy: 0.9121, prior_entropy: 2.8074, recall: 0.9121, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.4053, scimark_benchmark: 943.0278,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, build_cpu_time: 0.823, build_memory: 720896568, f_measure: 0.9114, kappa: 0.8974, kb_relative_information_score: 660.7728, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9144, predictive_accuracy: 0.9121, prior_entropy: 2.8074, recall: 0.9121, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.4053, scimark_benchmark: 940.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, build_cpu_time: 1.129, build_memory: 74126976, f_measure: 0.9114, kappa: 0.8974, kb_relative_information_score: 660.7728, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9144, predictive_accuracy: 0.9121, prior_entropy: 2.8074, recall: 0.9121, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.4053, scimark_benchmark: 919.6575,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, build_cpu_time: 0.919, build_memory: 983294792, f_measure: 0.9114, kappa: 0.8974, kb_relative_information_score: 660.7728, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9144, predictive_accuracy: 0.9121, prior_entropy: 2.8074, recall: 0.9121, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.4053, scimark_benchmark: 926.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, build_cpu_time: 0.89, build_memory: 810134864, f_measure: 0.9114, kappa: 0.8974, kb_relative_information_score: 660.7728, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9144, predictive_accuracy: 0.9121, prior_entropy: 2.8074, recall: 0.9121, relative_absolute_error: 0.1879, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1418, root_relative_squared_error: 0.4053, scimark_benchmark: 926.9332,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 0.224, build_memory: 526530432, f_measure: 0.9537, kappa: 0.9464, kb_relative_information_score: 726.7556, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9545, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.2814, scimark_benchmark: 918.7639,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 0.153, build_memory: 78840200, f_measure: 0.9537, kappa: 0.9464, kb_relative_information_score: 726.7556, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9545, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.2814, scimark_benchmark: 925.181,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 0.171, build_memory: 1161306360, f_measure: 0.9537, kappa: 0.9464, kb_relative_information_score: 726.7556, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9545, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.2814, scimark_benchmark: 941.7891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 0.256, build_memory: 788307704, f_measure: 0.9537, kappa: 0.9464, kb_relative_information_score: 726.7556, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9545, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.2814, scimark_benchmark: 916.3022,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.998, build_cpu_time: 0.176, build_memory: 111577264, f_measure: 0.9537, kappa: 0.9464, kb_relative_information_score: 726.7556, mean_absolute_error: 0.0137, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9545, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.056, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0985, root_relative_squared_error: 0.2814, scimark_benchmark: 941.7891,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, build_cpu_time: 0.022, build_memory: 147920232, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 720.9897, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9509, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3411, scimark_benchmark: 947.5446,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, build_cpu_time: 0.019, build_memory: 2055185424, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 720.9897, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9509, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3411, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, build_cpu_time: 0.012, build_memory: 2784891096, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 720.9897, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9509, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3411, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, build_cpu_time: 0.011, build_memory: 1876553832, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 720.9897, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9509, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3411, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9707, build_cpu_time: 0.016, build_memory: 653959824, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 720.9897, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9509, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1194, root_relative_squared_error: 0.3411, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.668, build_memory: 2139888760, f_measure: 0.9671, kappa: 0.9617, kb_relative_information_score: 722.4457, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 2.8074, recall: 0.9672, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2425, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.93, build_memory: 1675337304, f_measure: 0.9671, kappa: 0.9617, kb_relative_information_score: 722.4457, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 2.8074, recall: 0.9672, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2425, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.933, build_memory: 748320456, f_measure: 0.9671, kappa: 0.9617, kb_relative_information_score: 722.4457, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 2.8074, recall: 0.9672, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2425, scimark_benchmark: 940.5537,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.942, build_memory: 172000768, f_measure: 0.9671, kappa: 0.9617, kb_relative_information_score: 722.4457, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 2.8074, recall: 0.9672, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2425, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.681, build_memory: 978604856, f_measure: 0.9671, kappa: 0.9617, kb_relative_information_score: 722.4457, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 2.8074, recall: 0.9672, relative_absolute_error: 0.0852, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0849, root_relative_squared_error: 0.2425, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9749, build_cpu_time: 1.351, build_memory: 78889592, f_measure: 0.8562, kappa: 0.833, kb_relative_information_score: 645.8335, mean_absolute_error: 0.043, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8561, predictive_accuracy: 0.857, prior_entropy: 2.8074, recall: 0.857, relative_absolute_error: 0.1755, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1919, root_relative_squared_error: 0.5484, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, build_cpu_time: 0.876, build_memory: 140639320, f_measure: 0.8428, kappa: 0.8177, kb_relative_information_score: 635.2724, mean_absolute_error: 0.0489, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8426, predictive_accuracy: 0.8438, prior_entropy: 2.8074, recall: 0.8438, relative_absolute_error: 0.1996, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1928, root_relative_squared_error: 0.5509, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9726, build_cpu_time: 0.377, build_memory: 1133691768, f_measure: 0.8389, kappa: 0.8131, kb_relative_information_score: 621.8889, mean_absolute_error: 0.0571, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8396, predictive_accuracy: 0.8399, prior_entropy: 2.8074, recall: 0.8399, relative_absolute_error: 0.2333, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1908, root_relative_squared_error: 0.5453, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9715, build_cpu_time: 0.17, build_memory: 460966240, f_measure: 0.8273, kappa: 0.8009, kb_relative_information_score: 589.072, mean_absolute_error: 0.0763, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8284, predictive_accuracy: 0.8294, prior_entropy: 2.8074, recall: 0.8294, relative_absolute_error: 0.3115, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1901, root_relative_squared_error: 0.5432, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9564, build_cpu_time: 0.086, build_memory: 1480391368, f_measure: 0.7759, kappa: 0.7427, kb_relative_information_score: 496.3466, mean_absolute_error: 0.1171, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.7764, predictive_accuracy: 0.7795, prior_entropy: 2.8074, recall: 0.7795, relative_absolute_error: 0.4782, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2209, root_relative_squared_error: 0.6312, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, build_cpu_time: 0.51, build_memory: 757764168, f_measure: 0.7899, kappa: 0.7774, kb_relative_information_score: 513.8674, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8236, predictive_accuracy: 0.8097, prior_entropy: 2.8074, recall: 0.8097, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.5876, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, build_cpu_time: 0.488, build_memory: 573783840, f_measure: 0.7899, kappa: 0.7774, kb_relative_information_score: 513.8674, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8236, predictive_accuracy: 0.8097, prior_entropy: 2.8074, recall: 0.8097, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.5876, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, build_cpu_time: 0.508, build_memory: 1526644232, f_measure: 0.7899, kappa: 0.7774, kb_relative_information_score: 513.8674, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8236, predictive_accuracy: 0.8097, prior_entropy: 2.8074, recall: 0.8097, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.5876, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, build_cpu_time: 0.546, build_memory: 691113992, f_measure: 0.7899, kappa: 0.7774, kb_relative_information_score: 513.8674, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8236, predictive_accuracy: 0.8097, prior_entropy: 2.8074, recall: 0.8097, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.5876, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.941, build_cpu_time: 0.526, build_memory: 619236376, f_measure: 0.7899, kappa: 0.7774, kb_relative_information_score: 513.8674, mean_absolute_error: 0.1186, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8236, predictive_accuracy: 0.8097, prior_entropy: 2.8074, recall: 0.8097, relative_absolute_error: 0.4843, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2056, root_relative_squared_error: 0.5876, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9806, build_cpu_time: 340.055, build_memory: 21292984, f_measure: 0.8664, kappa: 0.8453, kb_relative_information_score: 607.3246, mean_absolute_error: 0.0735, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8668, predictive_accuracy: 0.8675, prior_entropy: 2.8074, recall: 0.8675, relative_absolute_error: 0.3, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.165, root_relative_squared_error: 0.4716, scimark_benchmark: 943.7751,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, build_cpu_time: 646.634, build_memory: 18379632, f_measure: 0.8966, kappa: 0.882, kb_relative_information_score: 655.0109, mean_absolute_error: 0.0507, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8982, predictive_accuracy: 0.899, prior_entropy: 2.8074, recall: 0.899, relative_absolute_error: 0.2068, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1441, root_relative_squared_error: 0.4117, scimark_benchmark: 946.4503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, build_cpu_time: 770.92, build_memory: 22130128, f_measure: 0.8978, kappa: 0.8836, kb_relative_information_score: 655.5044, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8995, predictive_accuracy: 0.9003, prior_entropy: 2.8074, recall: 0.9003, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4111, scimark_benchmark: 933.148,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, build_cpu_time: 727.017, build_memory: 399492720, f_measure: 0.8978, kappa: 0.8836, kb_relative_information_score: 655.5044, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8995, predictive_accuracy: 0.9003, prior_entropy: 2.8074, recall: 0.9003, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4111, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9883, build_cpu_time: 750.903, build_memory: 29916856, f_measure: 0.8978, kappa: 0.8836, kb_relative_information_score: 655.5044, mean_absolute_error: 0.0504, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8995, predictive_accuracy: 0.9003, prior_entropy: 2.8074, recall: 0.9003, relative_absolute_error: 0.2057, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.4111, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, build_cpu_time: 1355.194, build_memory: 77086456, f_measure: 0.9868, kappa: 0.9847, kb_relative_information_score: 751.2075, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9872, predictive_accuracy: 0.9869, prior_entropy: 2.8074, recall: 0.9869, relative_absolute_error: 0.0153, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0612, root_relative_squared_error: 0.175, scimark_benchmark: 899.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9933, build_cpu_time: 755.439, build_memory: 94458480, f_measure: 0.9869, kappa: 0.9847, kb_relative_information_score: 751.0809, mean_absolute_error: 0.0038, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9872, predictive_accuracy: 0.9869, prior_entropy: 2.8074, recall: 0.9869, relative_absolute_error: 0.0156, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0607, root_relative_squared_error: 0.1734, scimark_benchmark: 934.8107,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9932, build_cpu_time: 367.489, build_memory: 313106056, f_measure: 0.9829, kappa: 0.9801, kb_relative_information_score: 747.743, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9831, predictive_accuracy: 0.9829, prior_entropy: 2.8074, recall: 0.9829, relative_absolute_error: 0.0205, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0696, root_relative_squared_error: 0.1989, scimark_benchmark: 930.5854,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9916, build_cpu_time: 175.731, build_memory: 69522008, f_measure: 0.9777, kappa: 0.9739, kb_relative_information_score: 743.7545, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9778, predictive_accuracy: 0.9777, prior_entropy: 2.8074, recall: 0.9777, relative_absolute_error: 0.0264, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0788, root_relative_squared_error: 0.2252, scimark_benchmark: 942.0692,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9928, build_cpu_time: 82.632, build_memory: 595117480, f_measure: 0.9803, kappa: 0.977, kb_relative_information_score: 745.4801, mean_absolute_error: 0.0058, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9805, predictive_accuracy: 0.9803, prior_entropy: 2.8074, recall: 0.9803, relative_absolute_error: 0.0239, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0736, root_relative_squared_error: 0.2103, scimark_benchmark: 923.3659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, build_cpu_time: 7.836, build_memory: 184648504, f_measure: 0.9713, kappa: 0.9663, kb_relative_information_score: 736.9645, mean_absolute_error: 0.0107, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.972, predictive_accuracy: 0.9711, prior_entropy: 2.8074, recall: 0.9711, relative_absolute_error: 0.0436, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0803, root_relative_squared_error: 0.2295, scimark_benchmark: 913.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, build_cpu_time: 15.169, build_memory: 205917976, f_measure: 0.9763, kappa: 0.9724, kb_relative_information_score: 741.6397, mean_absolute_error: 0.0077, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9765, predictive_accuracy: 0.9764, prior_entropy: 2.8074, recall: 0.9764, relative_absolute_error: 0.0316, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0797, root_relative_squared_error: 0.2278, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9973, build_cpu_time: 31.417, build_memory: 378037160, f_measure: 0.9778, kappa: 0.9739, kb_relative_information_score: 744.1757, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9779, predictive_accuracy: 0.9777, prior_entropy: 2.8074, recall: 0.9777, relative_absolute_error: 0.0265, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0756, root_relative_squared_error: 0.216, scimark_benchmark: 902.712,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, build_cpu_time: 60.02, build_memory: 376610184, f_measure: 0.9804, kappa: 0.977, kb_relative_information_score: 745.2578, mean_absolute_error: 0.0059, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9805, predictive_accuracy: 0.9803, prior_entropy: 2.8074, recall: 0.9803, relative_absolute_error: 0.0243, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0738, root_relative_squared_error: 0.211, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9931, build_cpu_time: 119.344, build_memory: 1245211016, f_measure: 0.9764, kappa: 0.9724, kb_relative_information_score: 743.6402, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9765, predictive_accuracy: 0.9764, prior_entropy: 2.8074, recall: 0.9764, relative_absolute_error: 0.0265, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0791, root_relative_squared_error: 0.2261, scimark_benchmark: 933.4498,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, build_cpu_time: 26.546, build_memory: 295156112, f_measure: 0.9739, kappa: 0.9693, kb_relative_information_score: 740.4142, mean_absolute_error: 0.0075, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9746, predictive_accuracy: 0.9738, prior_entropy: 2.8074, recall: 0.9738, relative_absolute_error: 0.0306, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0866, root_relative_squared_error: 0.2475, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9876, build_cpu_time: 13.22, build_memory: 251735992, f_measure: 0.9765, kappa: 0.9724, kb_relative_information_score: 742.5799, mean_absolute_error: 0.0067, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.977, predictive_accuracy: 0.9764, prior_entropy: 2.8074, recall: 0.9764, relative_absolute_error: 0.0275, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0821, root_relative_squared_error: 0.2346, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9914, build_cpu_time: 8.298, build_memory: 450527064, f_measure: 0.9791, kappa: 0.9755, kb_relative_information_score: 744.9922, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9795, predictive_accuracy: 0.979, prior_entropy: 2.8074, recall: 0.979, relative_absolute_error: 0.0249, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0759, root_relative_squared_error: 0.2168, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9923, build_cpu_time: 3.494, build_memory: 2162748544, f_measure: 0.9779, kappa: 0.9739, kb_relative_information_score: 743.3912, mean_absolute_error: 0.0065, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9784, predictive_accuracy: 0.9777, prior_entropy: 2.8074, recall: 0.9777, relative_absolute_error: 0.0267, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0798, root_relative_squared_error: 0.228, scimark_benchmark: 916.1588,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, build_cpu_time: 1.713, build_memory: 1014521632, f_measure: 0.97, kappa: 0.9647, kb_relative_information_score: 738.373, mean_absolute_error: 0.0084, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9705, predictive_accuracy: 0.9698, prior_entropy: 2.8074, recall: 0.9698, relative_absolute_error: 0.0344, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0882, root_relative_squared_error: 0.2521, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, build_cpu_time: 1.5, build_memory: 423226112, f_measure: 0.9764, kappa: 0.9724, kb_relative_information_score: 743.1479, mean_absolute_error: 0.0066, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9764, predictive_accuracy: 0.9764, prior_entropy: 2.8074, recall: 0.9764, relative_absolute_error: 0.0269, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0801, root_relative_squared_error: 0.2288, scimark_benchmark: 936.1433,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, build_cpu_time: 2.446, build_memory: 60491816, f_measure: 0.9791, kappa: 0.9755, kb_relative_information_score: 744.4855, mean_absolute_error: 0.0061, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9793, predictive_accuracy: 0.979, prior_entropy: 2.8074, recall: 0.979, relative_absolute_error: 0.025, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0773, root_relative_squared_error: 0.221, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9908, build_cpu_time: 4.651, build_memory: 102393456, f_measure: 0.983, kappa: 0.9801, kb_relative_information_score: 747.8171, mean_absolute_error: 0.005, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9831, predictive_accuracy: 0.9829, prior_entropy: 2.8074, recall: 0.9829, relative_absolute_error: 0.0203, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.1995, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, build_cpu_time: 10.676, build_memory: 487784456, f_measure: 0.983, kappa: 0.9801, kb_relative_information_score: 747.9616, mean_absolute_error: 0.0049, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9831, predictive_accuracy: 0.9829, prior_entropy: 2.8074, recall: 0.9829, relative_absolute_error: 0.0199, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0698, root_relative_squared_error: 0.1995, scimark_benchmark: 908.2898,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, build_cpu_time: 0.302, build_memory: 192151568, f_measure: 0.9542, kappa: 0.9464, kb_relative_information_score: 722.8338, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9549, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0577, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3267, scimark_benchmark: 945.5885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, build_cpu_time: 0.172, build_memory: 219254832, f_measure: 0.9542, kappa: 0.9464, kb_relative_information_score: 722.8338, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9549, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0577, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3267, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, build_cpu_time: 0.175, build_memory: 105232552, f_measure: 0.9542, kappa: 0.9464, kb_relative_information_score: 722.8338, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9549, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0577, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3267, scimark_benchmark: 923.8078,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 0.009, build_memory: 85389368, f_measure: 0.1174, kappa: 0.154, kb_relative_information_score: 234.3948, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.0752, predictive_accuracy: 0.2717, prior_entropy: 2.8074, recall: 0.2717, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.931, scimark_benchmark: 926.7725,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 0.014, build_memory: 107916048, f_measure: 0.1174, kappa: 0.154, kb_relative_information_score: 234.3948, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.0752, predictive_accuracy: 0.2717, prior_entropy: 2.8074, recall: 0.2717, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.931, scimark_benchmark: 943.4024,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9909, build_cpu_time: 16.684, build_memory: 699781280, f_measure: 0.9816, kappa: 0.9785, kb_relative_information_score: 747.2202, mean_absolute_error: 0.0052, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9819, predictive_accuracy: 0.9816, prior_entropy: 2.8074, recall: 0.9816, relative_absolute_error: 0.0211, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0714, root_relative_squared_error: 0.2039, scimark_benchmark: 933.8536,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9915, build_cpu_time: 8.03, build_memory: 1510209992, f_measure: 0.9816, kappa: 0.9785, kb_relative_information_score: 747.3736, mean_absolute_error: 0.0051, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9821, predictive_accuracy: 0.9816, prior_entropy: 2.8074, recall: 0.9816, relative_absolute_error: 0.0208, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0706, root_relative_squared_error: 0.2017, scimark_benchmark: 919.5281,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, build_cpu_time: 4.118, build_memory: 2525501880, f_measure: 0.975, kappa: 0.9709, kb_relative_information_score: 742.4768, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9755, predictive_accuracy: 0.9751, prior_entropy: 2.8074, recall: 0.9751, relative_absolute_error: 0.0285, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0809, root_relative_squared_error: 0.2312, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9922, build_cpu_time: 2.002, build_memory: 1786763240, f_measure: 0.9671, kappa: 0.9617, kb_relative_information_score: 734.8817, mean_absolute_error: 0.0097, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9674, predictive_accuracy: 0.9672, prior_entropy: 2.8074, recall: 0.9672, relative_absolute_error: 0.0396, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0951, root_relative_squared_error: 0.2717, scimark_benchmark: 933.1799,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9975, build_cpu_time: 0.619, build_memory: 676772928, f_measure: 0.9567, kappa: 0.9494, kb_relative_information_score: 728.1057, mean_absolute_error: 0.0128, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9571, predictive_accuracy: 0.9567, prior_entropy: 2.8074, recall: 0.9567, relative_absolute_error: 0.0524, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1, root_relative_squared_error: 0.2859, scimark_benchmark: 892.0716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9972, build_cpu_time: 0.023, build_memory: 1057902408, f_measure: 0.9542, kappa: 0.9464, kb_relative_information_score: 724.8003, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9546, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0579, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.105, root_relative_squared_error: 0.3001, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, build_cpu_time: 0.742, build_memory: 1065701808, f_measure: 0.9685, kappa: 0.9632, kb_relative_information_score: 720.0383, mean_absolute_error: 0.0217, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9688, predictive_accuracy: 0.9685, prior_entropy: 2.8074, recall: 0.9685, relative_absolute_error: 0.0886, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.088, root_relative_squared_error: 0.2515, scimark_benchmark: 945.4085,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9776, build_cpu_time: 0.32, build_memory: 1315220576, f_measure: 0.9278, kappa: 0.9143, kb_relative_information_score: 695.997, mean_absolute_error: 0.0253, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9387, predictive_accuracy: 0.9265, prior_entropy: 2.8074, recall: 0.9265, relative_absolute_error: 0.1032, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1395, root_relative_squared_error: 0.3986, scimark_benchmark: 928.1083,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, build_cpu_time: 0.001, build_memory: 119471856, f_measure: 0.9542, kappa: 0.9464, kb_relative_information_score: 722.8338, mean_absolute_error: 0.0141, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9549, predictive_accuracy: 0.9541, prior_entropy: 2.8074, recall: 0.9541, relative_absolute_error: 0.0577, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3267, scimark_benchmark: 875.7999,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9125, build_cpu_time: 1.612, build_memory: 1419854504, f_measure: 0.6628, kappa: 0.649, kb_relative_information_score: 236.0886, mean_absolute_error: 0.2104, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.7738, predictive_accuracy: 0.6982, prior_entropy: 2.8074, recall: 0.6982, relative_absolute_error: 0.8592, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.8894, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.973, build_cpu_time: 0.123, build_memory: 264898456, f_measure: 0.9114, kappa: 0.8974, kb_relative_information_score: 263.0698, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9144, predictive_accuracy: 0.9121, prior_entropy: 2.8074, recall: 0.9121, relative_absolute_error: 0.8396, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.8667, scimark_benchmark: 945.1738,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9939, build_cpu_time: 0.884, build_memory: 612949880, f_measure: 0.9528, kappa: 0.9448, kb_relative_information_score: 720.8875, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.953, predictive_accuracy: 0.9528, prior_entropy: 2.8074, recall: 0.9528, relative_absolute_error: 0.0752, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1019, root_relative_squared_error: 0.2911, scimark_benchmark: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9654, build_cpu_time: 0.009, build_memory: 107220376, f_measure: 0.7899, kappa: 0.7774, kb_relative_information_score: 605.3396, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.8236, predictive_accuracy: 0.8097, prior_entropy: 2.8074, recall: 0.8097, relative_absolute_error: 0.2277, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2261, root_relative_squared_error: 0.6461, scimark_benchmark: 940.7816,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 0.012, build_memory: 29456456, f_measure: 0.1174, kappa: 0.154, kb_relative_information_score: 234.3948, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.0752, predictive_accuracy: 0.2717, prior_entropy: 2.8074, recall: 0.2717, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.931, scimark_benchmark: 945.1122,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7507, build_cpu_time: 0.025, build_memory: 82341984, f_measure: 0.1174, kappa: 0.154, kb_relative_information_score: 234.3948, mean_absolute_error: 0.2108, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.0752, predictive_accuracy: 0.2717, prior_entropy: 2.8074, recall: 0.2717, relative_absolute_error: 0.8608, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3258, root_relative_squared_error: 0.931, scimark_benchmark: 945.4151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, build_cpu_time: 0.061, build_memory: 758175336, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 721.1756, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9508, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3251, scimark_benchmark: 949.9767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, build_cpu_time: 0.063, build_memory: 382779944, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 721.1756, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9508, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3251, scimark_benchmark: 922.2602,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, build_cpu_time: 0.061, build_memory: 262709200, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 721.1756, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9508, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3251, scimark_benchmark: 947.7747,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9784, build_cpu_time: 0.06, build_memory: 672605096, f_measure: 0.9501, kappa: 0.9418, kb_relative_information_score: 721.1756, mean_absolute_error: 0.0155, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9508, predictive_accuracy: 0.9501, prior_entropy: 2.8074, recall: 0.9501, relative_absolute_error: 0.0633, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.3251, scimark_benchmark: 940.3415,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, build_cpu_time: 1.344, build_memory: 479573040, f_measure: 0.9069, kappa: 0.8928, kb_relative_information_score: 262.85, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9118, predictive_accuracy: 0.9081, prior_entropy: 2.8074, recall: 0.9081, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.303, root_relative_squared_error: 0.8659, scimark_benchmark: 926.0021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.985, build_cpu_time: 1.145, build_memory: 1339771936, f_measure: 0.9069, kappa: 0.8928, kb_relative_information_score: 262.85, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9118, predictive_accuracy: 0.9081, prior_entropy: 2.8074, recall: 0.9081, relative_absolute_error: 0.8399, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.303, root_relative_squared_error: 0.8659, scimark_benchmark: 932.0191,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9844, build_cpu_time: 2.436, build_memory: 577165256, f_measure: 0.8997, kappa: 0.8836, kb_relative_information_score: 262.4285, mean_absolute_error: 0.2058, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9029, predictive_accuracy: 0.9003, prior_entropy: 2.8074, recall: 0.9003, relative_absolute_error: 0.8402, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.8663, scimark_benchmark: 928.8874,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, build_cpu_time: 5.477, build_memory: 1017545672, f_measure: 0.9073, kappa: 0.8928, kb_relative_information_score: 262.6144, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9115, predictive_accuracy: 0.9081, prior_entropy: 2.8074, recall: 0.9081, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.8662, scimark_benchmark: 935.2304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9853, build_cpu_time: 18.721, build_memory: 3066241936, f_measure: 0.9075, kappa: 0.8928, kb_relative_information_score: 262.6633, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 762, precision: 0.9108, predictive_accuracy: 0.9081, prior_entropy: 2.8074, recall: 0.9081, relative_absolute_error: 0.8401, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.8662, scimark_benchmark: 949.2096,

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