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 vote

Supervised Classification on vote

Task 285 Supervised Classification vote 380 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
Issue #Downvotes for this reason By


Metric:

380 Runs

Fetching data
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9584, kappa: 0.9131, kb_relative_information_score: 124.2216, mean_absolute_error: 0.0637, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9622, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.1345, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.3992, scimark_benchmark: 942.9518, usercpu_time_millis: 50, usercpu_time_millis_testing: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 138.4782, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2431, scimark_benchmark: 1404.1865,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 138.4782, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2431, scimark_benchmark: 916.5955, usercpu_time_millis: 40, usercpu_time_millis_training: 40,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, f_measure: 0.9653, kappa: 0.9274, kb_relative_information_score: 132.0085, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9679, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0738, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.187, root_relative_squared_error: 0.3843, scimark_benchmark: 938.343, usercpu_time_millis: 70, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 50,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 138.4782, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2431, scimark_benchmark: 1321.527, usercpu_time_millis: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 119.303, mean_absolute_error: 0.0946, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.1997, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1494, root_relative_squared_error: 0.3071, scimark_benchmark: 880.8372, usercpu_time_millis: 80, usercpu_time_millis_training: 80,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9791, kappa: 0.9561, kb_relative_information_score: 136.3216, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9801, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0443, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1448, root_relative_squared_error: 0.2977, scimark_benchmark: 1250.8301,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9981, f_measure: 0.9721, kappa: 0.9413, kb_relative_information_score: 128.3864, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9726, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.1148, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1336, root_relative_squared_error: 0.2747, scimark_benchmark: 1363.434, usercpu_time_millis: 2270, usercpu_time_millis_testing: 30, usercpu_time_millis_training: 2240,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 138.4782, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2431, scimark_benchmark: 1073.494, usercpu_time_millis: 40, usercpu_time_millis_testing: 20, usercpu_time_millis_training: 20,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9881, f_measure: 0.9446, kappa: 0.885, kb_relative_information_score: 123.5687, mean_absolute_error: 0.0636, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9512, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1343, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2389, root_relative_squared_error: 0.4911, scimark_benchmark: 1073.494,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 128.2132, mean_absolute_error: 0.0501, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.1057, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1718, root_relative_squared_error: 0.353, scimark_benchmark: 1319.5177, usercpu_time_millis: 420, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 410,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.986, kappa: 0.9705, kb_relative_information_score: 126.3252, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.986, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.1326, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.2958, scimark_benchmark: 1298.285, usercpu_time_millis: 100, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 90,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9761, f_measure: 0.9439, kappa: 0.881, kb_relative_information_score: 126.5154, mean_absolute_error: 0.0532, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.944, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1123, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1969, root_relative_squared_error: 0.4048, scimark_benchmark: 825.5282,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9888, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 128.4589, mean_absolute_error: 0.0559, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.118, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1387, root_relative_squared_error: 0.2851, scimark_benchmark: 1280.6952,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.993, kappa: 0.9853, kb_relative_information_score: 131.9186, mean_absolute_error: 0.0455, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9931, predictive_accuracy: 0.993, prior_entropy: 0.9627, recall: 0.993, relative_absolute_error: 0.096, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.0943, root_relative_squared_error: 0.1939, scimark_benchmark: 1309.3173, usercpu_time_millis: 70, usercpu_time_millis_training: 70,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9534, f_measure: 0.9513, kappa: 0.8976, kb_relative_information_score: 127.6955, mean_absolute_error: 0.049, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9524, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1033, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2212, root_relative_squared_error: 0.4548, scimark_benchmark: 1315.395, usercpu_time_millis: 20, usercpu_time_millis_testing: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8216, f_measure: 0.8529, kappa: 0.6852, kb_relative_information_score: 99.6604, mean_absolute_error: 0.1399, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.8793, predictive_accuracy: 0.8601, prior_entropy: 0.9627, recall: 0.8601, relative_absolute_error: 0.2952, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.374, root_relative_squared_error: 0.7687, scimark_benchmark: 1368.9272, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9991, f_measure: 0.993, kappa: 0.9853, kb_relative_information_score: 131.832, mean_absolute_error: 0.0459, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9931, predictive_accuracy: 0.993, prior_entropy: 0.9627, recall: 0.993, relative_absolute_error: 0.0968, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.095, root_relative_squared_error: 0.1954, scimark_benchmark: 1384.4418, usercpu_time_millis: 10, usercpu_time_millis_testing: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 138.4782, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2431, scimark_benchmark: 1465.2979,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 138.4782, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2431, scimark_benchmark: 977.6382, usercpu_time_millis: 10, usercpu_time_millis_training: 10,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.4689, kb_relative_information_score: -0.1312, mean_absolute_error: 0.4741, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.3787, predictive_accuracy: 0.6154, prior_entropy: 0.9627, recall: 0.6154, relative_absolute_error: 1.0005, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.4865, root_relative_squared_error: 1, scimark_benchmark: 1054.3694,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 128.8907, mean_absolute_error: 0.0554, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.117, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1185, root_relative_squared_error: 0.2436, scimark_benchmark: 977.6382,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, build_cpu_time: 0.7, build_memory: 432764896, f_measure: 0.972, kappa: 0.9409, kb_relative_information_score: 134.1634, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.059, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.3427, scimark_benchmark: 941.9296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, build_cpu_time: 0.699, build_memory: 1387971696, f_measure: 0.972, kappa: 0.9409, kb_relative_information_score: 134.1634, mean_absolute_error: 0.028, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.059, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1667, root_relative_squared_error: 0.3427, scimark_benchmark: 940.9906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, build_cpu_time: 0.456, build_memory: 1858448384, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 135.8006, mean_absolute_error: 0.0232, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.049, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1461, root_relative_squared_error: 0.3002, scimark_benchmark: 929.9115,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9837, build_cpu_time: 0.328, build_memory: 1056895544, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 135.7284, mean_absolute_error: 0.0234, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0494, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1468, root_relative_squared_error: 0.3018, scimark_benchmark: 926.638,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9935, build_cpu_time: 0.137, build_memory: 1080085544, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 136.4871, mean_absolute_error: 0.021, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0444, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1287, root_relative_squared_error: 0.2644, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9942, build_cpu_time: 0.022, build_memory: 38261264, f_measure: 0.9653, kappa: 0.9274, kb_relative_information_score: 128.7595, mean_absolute_error: 0.0464, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9679, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0979, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1918, root_relative_squared_error: 0.3943, scimark_benchmark: 939.1359,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.993, build_cpu_time: 0.044, build_memory: 310070136, f_measure: 0.9513, kappa: 0.8976, kb_relative_information_score: 127.8234, mean_absolute_error: 0.0485, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9524, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1023, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2026, root_relative_squared_error: 0.4164, scimark_benchmark: 940.5101,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, build_cpu_time: 0.058, build_memory: 1268378008, f_measure: 0.9442, kappa: 0.8826, kb_relative_information_score: 124.8825, mean_absolute_error: 0.0583, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1231, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2358, root_relative_squared_error: 0.4846, scimark_benchmark: 947.2691,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, build_cpu_time: 0.149, build_memory: 705762216, f_measure: 0.9442, kappa: 0.8826, kb_relative_information_score: 125.6969, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.478, scimark_benchmark: 926.4124,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, build_cpu_time: 0.139, build_memory: 6696912, f_measure: 0.9442, kappa: 0.8826, kb_relative_information_score: 125.6969, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1166, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2326, root_relative_squared_error: 0.478, scimark_benchmark: 944.109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, build_cpu_time: 0.036, build_memory: 345042328, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 130.003, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.3981, scimark_benchmark: 927.1482,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, build_cpu_time: 0.042, build_memory: 2626893728, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 130.003, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.3981, scimark_benchmark: 934.6076,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9891, build_cpu_time: 0.051, build_memory: 2009965352, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 130.003, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0877, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.3981, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.994, build_cpu_time: 0.027, build_memory: 2019880264, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 129.8371, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.191, root_relative_squared_error: 0.3925, scimark_benchmark: 939.084,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9918, build_cpu_time: 0.023, build_memory: 563065448, f_measure: 0.951, kappa: 0.8962, kb_relative_information_score: 129.2075, mean_absolute_error: 0.0437, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.951, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.0923, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1916, root_relative_squared_error: 0.3939, scimark_benchmark: 946.9091,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9882, build_cpu_time: 0.73, build_memory: 1758166800, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 130.0504, mean_absolute_error: 0.0415, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0875, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1849, root_relative_squared_error: 0.38, scimark_benchmark: 943.8094,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, build_cpu_time: 1.513, build_memory: 1952193064, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 129.11, mean_absolute_error: 0.0452, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0954, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2, root_relative_squared_error: 0.4112, scimark_benchmark: 924.9295,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, build_cpu_time: 1.37, build_memory: 2566828208, f_measure: 0.9169, kappa: 0.8274, kb_relative_information_score: 117.4765, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9236, predictive_accuracy: 0.9161, prior_entropy: 0.9627, recall: 0.9161, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.5766, scimark_benchmark: 872.1114,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, build_cpu_time: 2.326, build_memory: 796412496, f_measure: 0.9169, kappa: 0.8274, kb_relative_information_score: 117.4765, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9236, predictive_accuracy: 0.9161, prior_entropy: 0.9627, recall: 0.9161, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.5766, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9787, build_cpu_time: 2.029, build_memory: 1420592432, f_measure: 0.9169, kappa: 0.8274, kb_relative_information_score: 117.4765, mean_absolute_error: 0.0815, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9236, predictive_accuracy: 0.9161, prior_entropy: 0.9627, recall: 0.9161, relative_absolute_error: 0.172, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2805, root_relative_squared_error: 0.5766, scimark_benchmark: 937.5757,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.078, build_memory: 33353072, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 135.997, mean_absolute_error: 0.0224, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0472, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1266, root_relative_squared_error: 0.2602, scimark_benchmark: 927.3354,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, build_cpu_time: 0.047, build_memory: 315736624, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 136.022, mean_absolute_error: 0.0222, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0469, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1248, root_relative_squared_error: 0.2566, scimark_benchmark: 916.8903,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, build_cpu_time: 0.013, build_memory: 1199191904, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 135.5876, mean_absolute_error: 0.0238, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0502, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1181, root_relative_squared_error: 0.2428, scimark_benchmark: 937.9119,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, build_cpu_time: 0.007, build_memory: 553252456, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 136.1164, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0511, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1033, root_relative_squared_error: 0.2123, scimark_benchmark: 929.5397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, build_cpu_time: 0.004, build_memory: 416671208, f_measure: 0.993, kappa: 0.9853, kb_relative_information_score: 135.1272, mean_absolute_error: 0.029, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9931, predictive_accuracy: 0.993, prior_entropy: 0.9627, recall: 0.993, relative_absolute_error: 0.0611, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1055, root_relative_squared_error: 0.2168, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.011, build_memory: 1641697488, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 132.4569, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.2739, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.011, build_memory: 342772728, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 132.4569, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.2739, scimark_benchmark: 943.2074,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.012, build_memory: 1108236360, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 132.4569, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.2739, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.012, build_memory: 181825856, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 132.4569, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.2739, scimark_benchmark: 908.8705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.014, build_memory: 844576976, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 132.4569, mean_absolute_error: 0.0374, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0789, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1333, root_relative_squared_error: 0.2739, scimark_benchmark: 943.5504,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, build_cpu_time: 1.9, build_memory: 445629288, f_measure: 0.9444, kappa: 0.8834, kb_relative_information_score: 125.7521, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9462, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2095, root_relative_squared_error: 0.4306, scimark_benchmark: 939.521,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9951, build_cpu_time: 3.714, build_memory: 37469592, f_measure: 0.958, kappa: 0.9114, kb_relative_information_score: 129.3619, mean_absolute_error: 0.0439, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.958, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0925, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1942, root_relative_squared_error: 0.3991, scimark_benchmark: 946.4503,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9847, build_cpu_time: 7.334, build_memory: 362022768, f_measure: 0.9583, kappa: 0.9126, kb_relative_information_score: 128.7128, mean_absolute_error: 0.0463, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9601, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2071, root_relative_squared_error: 0.4257, scimark_benchmark: 942.3919,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9807, build_cpu_time: 14.731, build_memory: 1312681584, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 130.5197, mean_absolute_error: 0.0396, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0835, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1937, root_relative_squared_error: 0.3982, scimark_benchmark: 942.7834,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9725, build_cpu_time: 30.568, build_memory: 1206870464, f_measure: 0.9444, kappa: 0.8834, kb_relative_information_score: 125.6698, mean_absolute_error: 0.0553, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9462, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1168, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2341, root_relative_squared_error: 0.4811, scimark_benchmark: 942.3945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, build_cpu_time: 8.893, build_memory: 180580448, f_measure: 0.9441, kappa: 0.8818, kb_relative_information_score: 125.5684, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9441, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.236, root_relative_squared_error: 0.485, scimark_benchmark: 899.4388,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, build_cpu_time: 9.964, build_memory: 285214016, f_measure: 0.9441, kappa: 0.8818, kb_relative_information_score: 125.5684, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9441, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.236, root_relative_squared_error: 0.485, scimark_benchmark: 939.0159,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, build_cpu_time: 9.164, build_memory: 2142450344, f_measure: 0.9441, kappa: 0.8818, kb_relative_information_score: 125.5684, mean_absolute_error: 0.0558, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9441, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1178, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.236, root_relative_squared_error: 0.485, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9688, build_cpu_time: 4.958, build_memory: 2654745320, f_measure: 0.9441, kappa: 0.8818, kb_relative_information_score: 125.7454, mean_absolute_error: 0.055, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9441, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1162, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2329, root_relative_squared_error: 0.4788, scimark_benchmark: 924.2473,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, build_cpu_time: 0.081, build_memory: 69720328, f_measure: 0.972, kappa: 0.9409, kb_relative_information_score: 131.9838, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.2767, scimark_benchmark: 937.279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, build_cpu_time: 0.07, build_memory: 1185412432, f_measure: 0.972, kappa: 0.9409, kb_relative_information_score: 131.9838, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.2767, scimark_benchmark: 916.8516,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, build_cpu_time: 0.058, build_memory: 127620616, f_measure: 0.972, kappa: 0.9409, kb_relative_information_score: 131.9838, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.2767, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, build_cpu_time: 0.073, build_memory: 1917186152, f_measure: 0.972, kappa: 0.9409, kb_relative_information_score: 131.9838, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.2767, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9977, build_cpu_time: 0.116, build_memory: 294103432, f_measure: 0.972, kappa: 0.9409, kb_relative_information_score: 131.9838, mean_absolute_error: 0.037, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.972, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.078, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1346, root_relative_squared_error: 0.2767, scimark_benchmark: 893.4088,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, build_cpu_time: 0.045, build_memory: 1283610376, f_measure: 0.9651, kappa: 0.9264, kb_relative_information_score: 129.9996, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9652, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.3934, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, build_cpu_time: 0.043, build_memory: 319284248, f_measure: 0.9651, kappa: 0.9264, kb_relative_information_score: 129.9996, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9652, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.3934, scimark_benchmark: 935.6292,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, build_cpu_time: 0.043, build_memory: 767047192, f_measure: 0.9651, kappa: 0.9264, kb_relative_information_score: 129.9996, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9652, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.3934, scimark_benchmark: 934.2858,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, build_cpu_time: 0.039, build_memory: 1125099256, f_measure: 0.9651, kappa: 0.9264, kb_relative_information_score: 129.9996, mean_absolute_error: 0.0423, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9652, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0893, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1914, root_relative_squared_error: 0.3934, scimark_benchmark: 939.6298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9944, build_cpu_time: 0.027, build_memory: 1184422256, f_measure: 0.9511, kappa: 0.8969, kb_relative_information_score: 128.8016, mean_absolute_error: 0.046, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9513, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.0971, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1883, root_relative_squared_error: 0.3871, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9962, build_cpu_time: 0.018, build_memory: 99498648, f_measure: 0.9583, kappa: 0.9126, kb_relative_information_score: 130.8295, mean_absolute_error: 0.0389, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9601, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0822, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1796, root_relative_squared_error: 0.3692, scimark_benchmark: 920.7965,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, build_cpu_time: 0.055, build_memory: 23239736, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 128.2413, mean_absolute_error: 0.0475, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.1003, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2013, root_relative_squared_error: 0.4137, scimark_benchmark: 917.4547,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, build_cpu_time: 0.038, build_memory: 1494759080, f_measure: 0.9442, kappa: 0.8826, kb_relative_information_score: 125.9497, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.4684, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, build_cpu_time: 0.038, build_memory: 690072864, f_measure: 0.9442, kappa: 0.8826, kb_relative_information_score: 125.9497, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.4684, scimark_benchmark: 931.9671,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, build_cpu_time: 0.041, build_memory: 70344088, f_measure: 0.9442, kappa: 0.8826, kb_relative_information_score: 125.9497, mean_absolute_error: 0.0544, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9448, predictive_accuracy: 0.9441, prior_entropy: 0.9627, recall: 0.9441, relative_absolute_error: 0.1147, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2279, root_relative_squared_error: 0.4684, scimark_benchmark: 942.5053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, build_cpu_time: 0.084, build_memory: 124314136, f_measure: 0.9513, kappa: 0.8976, kb_relative_information_score: 123.7897, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9524, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4563, scimark_benchmark: 925.481,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, build_cpu_time: 0.066, build_memory: 76180000, f_measure: 0.9513, kappa: 0.8976, kb_relative_information_score: 123.7897, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9524, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4563, scimark_benchmark: 924.6733,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, build_cpu_time: 0.096, build_memory: 208081208, f_measure: 0.9513, kappa: 0.8976, kb_relative_information_score: 123.7897, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9524, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4563, scimark_benchmark: 919.5971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, build_cpu_time: 0.18, build_memory: 647008088, f_measure: 0.9513, kappa: 0.8976, kb_relative_information_score: 123.7897, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9524, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4563, scimark_benchmark: 919.8064,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9988, build_cpu_time: 0.061, build_memory: 37828296, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 135.8896, mean_absolute_error: 0.0228, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0481, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1328, root_relative_squared_error: 0.273, scimark_benchmark: 922.3661,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, build_cpu_time: 3.402, build_memory: 174513048, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 129.0851, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0951, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4228, scimark_benchmark: 919.1717,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9826, build_cpu_time: 1.844, build_memory: 1013131480, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 129.0851, mean_absolute_error: 0.0451, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0951, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2057, root_relative_squared_error: 0.4228, scimark_benchmark: 901.824,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9905, build_cpu_time: 0.86, build_memory: 1165458792, f_measure: 0.9582, kappa: 0.912, kb_relative_information_score: 130.8961, mean_absolute_error: 0.0384, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 0.9627, recall: 0.958, relative_absolute_error: 0.0811, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1904, root_relative_squared_error: 0.3914, scimark_benchmark: 939.4404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9925, build_cpu_time: 0.695, build_memory: 1407641744, f_measure: 0.9652, kappa: 0.9269, kb_relative_information_score: 131.5776, mean_absolute_error: 0.0369, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9662, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0778, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1873, root_relative_squared_error: 0.385, scimark_benchmark: 947.4397,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, build_cpu_time: 0.03, build_memory: 442727504, f_measure: 0.9511, kappa: 0.8969, kb_relative_information_score: 127.9553, mean_absolute_error: 0.0479, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9513, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1012, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2136, root_relative_squared_error: 0.439, scimark_benchmark: 935.37,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9967, build_cpu_time: 0.003, build_memory: 543780000, f_measure: 0.9722, kappa: 0.9417, kb_relative_information_score: 130.5245, mean_absolute_error: 0.0425, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9739, predictive_accuracy: 0.972, prior_entropy: 0.9627, recall: 0.972, relative_absolute_error: 0.0896, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1529, root_relative_squared_error: 0.3144, scimark_benchmark: 936.8995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9959, build_cpu_time: 0.001, build_memory: 598765552, f_measure: 0.9653, kappa: 0.9274, kb_relative_information_score: 130.2812, mean_absolute_error: 0.0426, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9679, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0898, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1656, root_relative_squared_error: 0.3405, scimark_benchmark: 938.8276,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, build_cpu_time: 0.059, build_memory: 1327886984, f_measure: 0.986, kappa: 0.9705, kb_relative_information_score: 126.3252, mean_absolute_error: 0.0628, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.986, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.1326, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1439, root_relative_squared_error: 0.2958, scimark_benchmark: 936.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9899, build_cpu_time: 0.005, build_memory: 50366040, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 131.8173, mean_absolute_error: 0.0445, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.094, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1179, root_relative_squared_error: 0.2424, scimark_benchmark: 936.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.972, build_memory: 195901120, f_measure: 0.9513, kappa: 0.8976, kb_relative_information_score: 123.7897, mean_absolute_error: 0.0633, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9524, predictive_accuracy: 0.951, prior_entropy: 0.9627, recall: 0.951, relative_absolute_error: 0.1336, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.222, root_relative_squared_error: 0.4563, scimark_benchmark: 936.8525,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9716, build_cpu_time: 0.034, build_memory: 301140096, f_measure: 0.9653, kappa: 0.9274, kb_relative_information_score: 132.0085, mean_absolute_error: 0.035, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9679, predictive_accuracy: 0.965, prior_entropy: 0.9627, recall: 0.965, relative_absolute_error: 0.0738, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.187, root_relative_squared_error: 0.3843, scimark_benchmark: 941.9254,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9886, build_cpu_time: 0.012, build_memory: 793301576, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 138.4782, mean_absolute_error: 0.014, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.0295, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1183, root_relative_squared_error: 0.2431, scimark_benchmark: 909.8271,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9943, build_cpu_time: 0.031, build_memory: 134985712, f_measure: 0.993, kappa: 0.9853, kb_relative_information_score: 140.6347, mean_absolute_error: 0.007, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9931, predictive_accuracy: 0.993, prior_entropy: 0.9627, recall: 0.993, relative_absolute_error: 0.0148, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.0836, root_relative_squared_error: 0.1719, scimark_benchmark: 926.786,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9992, build_cpu_time: 0.008, build_memory: 961769944, f_measure: 0.9791, kappa: 0.9558, kb_relative_information_score: 131.3099, mean_absolute_error: 0.0429, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9792, predictive_accuracy: 0.979, prior_entropy: 0.9627, recall: 0.979, relative_absolute_error: 0.0906, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1188, root_relative_squared_error: 0.2441, scimark_benchmark: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, build_memory: 155476488, f_measure: 0.9376, kappa: 0.8701, kb_relative_information_score: 123.08, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9428, predictive_accuracy: 0.9371, prior_entropy: 0.9627, recall: 0.9371, relative_absolute_error: 0.1365, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.4888, scimark_benchmark: 942.9279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.988, build_memory: 331213832, f_measure: 0.9376, kappa: 0.8701, kb_relative_information_score: 123.08, mean_absolute_error: 0.0647, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9428, predictive_accuracy: 0.9371, prior_entropy: 0.9627, recall: 0.9371, relative_absolute_error: 0.1365, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.2378, root_relative_squared_error: 0.4888, scimark_benchmark: 945.7844,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.01, build_memory: 1474684784, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 129.2742, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.2339, scimark_benchmark: 930.1524,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.015, build_memory: 679068984, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 129.2742, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.2339, scimark_benchmark: 934.4754,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9986, build_cpu_time: 0.017, build_memory: 546267720, f_measure: 0.9861, kappa: 0.9707, kb_relative_information_score: 129.2742, mean_absolute_error: 0.0549, mean_prior_absolute_error: 0.4739, number_of_instances: 143, precision: 0.9865, predictive_accuracy: 0.986, prior_entropy: 0.9627, recall: 0.986, relative_absolute_error: 0.1159, root_mean_prior_squared_error: 0.4865, root_mean_squared_error: 0.1138, root_relative_squared_error: 0.2339, scimark_benchmark: 940.7816,

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