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
OpenML
Supervised Classification on segment

Supervised Classification on segment

Task 36 Supervised Classification segment 12978 runs submitted
0 likes downloaded by 0 people , 0 total downloads 0 issues
Visibility: Public
  • at2 basic OpenML100 study_1 study_107 study_123 study_14 study_41 study_50 study_7 study_70 under100k under1m
Issue #Downvotes for this reason By


Metric:

12978 Runs

Fetching data
Note: Chart is limited to the 100 best flows, and the 100 best runs for each flow.
Fetching data
Search runs in more detail run
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9692, kappa: 0.9641, kb_relative_information_score: 2201.3748, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9693, predictive_accuracy: 0.9693, prior_entropy: 2.8074, recall: 0.9693, relative_absolute_error: 0.0753, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.237, scimark_benchmark: 945.8939,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.1927, kappa: 0.1667, kb_relative_information_score: 717.6941, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.1902, predictive_accuracy: 0.2857, prior_entropy: 2.8074, recall: 0.2857, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.9247, scimark_benchmark: 916.9109,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7884, f_measure: 0.6346, kappa: 0.5768, kb_relative_information_score: 1405.6155, mean_absolute_error: 0.1036, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.6327, predictive_accuracy: 0.6372, prior_entropy: 2.8074, recall: 0.6372, relative_absolute_error: 0.4232, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3219, root_relative_squared_error: 0.92, scimark_benchmark: 943.5895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9623, kappa: 0.9561, kb_relative_information_score: 2211.4448, mean_absolute_error: 0.0124, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9624, predictive_accuracy: 0.9623, prior_entropy: 2.8074, recall: 0.9623, relative_absolute_error: 0.0505, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0996, root_relative_squared_error: 0.2848, scimark_benchmark: 948.2855,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9009, f_measure: 0.6417, kappa: 0.5813, kb_relative_information_score: 705.6625, mean_absolute_error: 0.211, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.6693, predictive_accuracy: 0.6411, prior_entropy: 2.8074, recall: 0.6411, relative_absolute_error: 0.8618, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3122, root_relative_squared_error: 0.892, scimark_benchmark: 944.6205,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9954, f_measure: 0.965, kappa: 0.9591, kb_relative_information_score: 2212.2048, mean_absolute_error: 0.015, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9651, predictive_accuracy: 0.9649, prior_entropy: 2.8074, recall: 0.9649, relative_absolute_error: 0.0614, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0904, root_relative_squared_error: 0.2583, scimark_benchmark: 908.0881,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9989, f_measure: 0.9835, kappa: 0.9808, kb_relative_information_score: 2220.4019, mean_absolute_error: 0.0162, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9835, predictive_accuracy: 0.9836, prior_entropy: 2.8074, recall: 0.9836, relative_absolute_error: 0.0662, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0712, root_relative_squared_error: 0.2034, scimark_benchmark: 933.2945,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9728, f_measure: 0.9162, kappa: 0.9025, kb_relative_information_score: 796.0855, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9169, predictive_accuracy: 0.9165, prior_entropy: 2.8074, recall: 0.9165, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3034, root_relative_squared_error: 0.867, scimark_benchmark: 947.8828,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.9676, kappa: 0.9621, kb_relative_information_score: 813.4198, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9677, predictive_accuracy: 0.9675, prior_entropy: 2.8074, recall: 0.9675, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.8628, scimark_benchmark: 947.0366,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9856, f_measure: 0.9636, kappa: 0.9576, kb_relative_information_score: 2216.0313, mean_absolute_error: 0.0116, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 2.8074, recall: 0.9636, relative_absolute_error: 0.0475, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.2797, scimark_benchmark: 947.2403,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9708, f_measure: 0.7959, kappa: 0.7712, kb_relative_information_score: 1263.6285, mean_absolute_error: 0.1484, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8186, predictive_accuracy: 0.8039, prior_entropy: 2.8074, recall: 0.8039, relative_absolute_error: 0.6062, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.2599, root_relative_squared_error: 0.7427, scimark_benchmark: 945.8558,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9736, f_measure: 0.9135, kappa: 0.8929, kb_relative_information_score: 776.0847, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9336, predictive_accuracy: 0.9082, prior_entropy: 2.8074, recall: 0.9082, relative_absolute_error: 0.8448, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3058, root_relative_squared_error: 0.8738, scimark_benchmark: 927.9716,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.95, kappa: 0.9414, kb_relative_information_score: 2169.2138, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9508, predictive_accuracy: 0.9498, prior_entropy: 2.8074, recall: 0.9498, relative_absolute_error: 0.0779, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.3164, scimark_benchmark: 944.5705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7866, f_measure: 0.6256, kappa: 0.5732, kb_relative_information_score: 1398.061, mean_absolute_error: 0.1045, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.6215, predictive_accuracy: 0.6342, prior_entropy: 2.8074, recall: 0.6342, relative_absolute_error: 0.4268, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3233, root_relative_squared_error: 0.9239, scimark_benchmark: 946.408,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9684, kappa: 0.9631, kb_relative_information_score: 2215.7355, mean_absolute_error: 0.0149, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9688, predictive_accuracy: 0.9684, prior_entropy: 2.8074, recall: 0.9684, relative_absolute_error: 0.0607, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0824, root_relative_squared_error: 0.2356, scimark_benchmark: 946.3327,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9836, f_measure: 0.944, kappa: 0.9328, kb_relative_information_score: 799.0027, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9499, predictive_accuracy: 0.9424, prior_entropy: 2.8074, recall: 0.9424, relative_absolute_error: 0.8392, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3036, root_relative_squared_error: 0.8675, scimark_benchmark: 911.0369,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9175, f_measure: 0.6918, kappa: 0.6561, kb_relative_information_score: 712.6519, mean_absolute_error: 0.2106, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.726, predictive_accuracy: 0.7052, prior_entropy: 2.8074, recall: 0.7052, relative_absolute_error: 0.86, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3112, root_relative_squared_error: 0.8892, scimark_benchmark: 947.7843,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7965, f_measure: 0.6294, kappa: 0.5929, kb_relative_information_score: 1440.1505, mean_absolute_error: 0.0997, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.6316, predictive_accuracy: 0.6511, prior_entropy: 2.8074, recall: 0.6511, relative_absolute_error: 0.4071, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3157, root_relative_squared_error: 0.9023, scimark_benchmark: 948.1062,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9846, f_measure: 0.964, kappa: 0.9581, kb_relative_information_score: 2218.7618, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9641, predictive_accuracy: 0.9641, prior_entropy: 2.8074, recall: 0.9641, relative_absolute_error: 0.0452, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0979, root_relative_squared_error: 0.2799, scimark_benchmark: 934.6438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.991, f_measure: 0.9719, kappa: 0.9672, kb_relative_information_score: 813.6559, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.972, predictive_accuracy: 0.9719, prior_entropy: 2.8074, recall: 0.9719, relative_absolute_error: 0.8356, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8633, scimark_benchmark: 902.6404,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9458, kappa: 0.9364, kb_relative_information_score: 2157.0333, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9466, predictive_accuracy: 0.9455, prior_entropy: 2.8074, recall: 0.9455, relative_absolute_error: 0.0861, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3267,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.995, f_measure: 0.9465, kappa: 0.9379, kb_relative_information_score: 2167.4946, mean_absolute_error: 0.0223, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9473, predictive_accuracy: 0.9468, prior_entropy: 2.8074, recall: 0.9468, relative_absolute_error: 0.0911, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1036, root_relative_squared_error: 0.2962, scimark_benchmark: 947.141,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9581, kappa: 0.951, kb_relative_information_score: 2178.2869, mean_absolute_error: 0.0216, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9585, predictive_accuracy: 0.958, prior_entropy: 2.8074, recall: 0.958, relative_absolute_error: 0.0884, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.093, root_relative_squared_error: 0.2658, scimark_benchmark: 908.4304,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9688, kappa: 0.9636, kb_relative_information_score: 2201.0866, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9688, predictive_accuracy: 0.9688, prior_entropy: 2.8074, recall: 0.9688, relative_absolute_error: 0.0755, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0829, root_relative_squared_error: 0.2369, scimark_benchmark: 922.0971,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9854, f_measure: 0.9447, kappa: 0.9354, kb_relative_information_score: 2164.2332, mean_absolute_error: 0.0196, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9449, predictive_accuracy: 0.9446, prior_entropy: 2.8074, recall: 0.9446, relative_absolute_error: 0.0801, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1145, root_relative_squared_error: 0.3272, scimark_benchmark: 910.9987,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9403, kappa: 0.9298, kb_relative_information_score: 2134.0822, mean_absolute_error: 0.0247, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9415, predictive_accuracy: 0.9398, prior_entropy: 2.8074, recall: 0.9398, relative_absolute_error: 0.1009, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1193, root_relative_squared_error: 0.3409, scimark_benchmark: 946.9879,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.1927, kappa: 0.1667, kb_relative_information_score: 717.6941, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.1902, predictive_accuracy: 0.2857, prior_entropy: 2.8074, recall: 0.2857, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.9247, scimark_benchmark: 948.5021,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9458, kappa: 0.9364, kb_relative_information_score: 2157.0333, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9466, predictive_accuracy: 0.9455, prior_entropy: 2.8074, recall: 0.9455, relative_absolute_error: 0.0861, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3267, scimark_benchmark: 945.2995,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9692, f_measure: 0.8969, kappa: 0.8798, kb_relative_information_score: 789.7661, mean_absolute_error: 0.206, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.897, predictive_accuracy: 0.897, prior_entropy: 2.8074, recall: 0.897, relative_absolute_error: 0.8412, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3041, root_relative_squared_error: 0.8692, scimark_benchmark: 946.5309,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9907, f_measure: 0.947, kappa: 0.9379, kb_relative_information_score: 2159.5361, mean_absolute_error: 0.0208, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9477, predictive_accuracy: 0.9468, prior_entropy: 2.8074, recall: 0.9468, relative_absolute_error: 0.085, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1132, root_relative_squared_error: 0.3236, scimark_benchmark: 910.4186,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.9394, kappa: 0.9288, kb_relative_information_score: 2138.0859, mean_absolute_error: 0.0239, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9405, predictive_accuracy: 0.939, prior_entropy: 2.8074, recall: 0.939, relative_absolute_error: 0.0977, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.119, root_relative_squared_error: 0.3402, scimark_benchmark: 911.2926,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9877, f_measure: 0.9524, kappa: 0.9444, kb_relative_information_score: 2177.1974, mean_absolute_error: 0.0173, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9526, predictive_accuracy: 0.9524, prior_entropy: 2.8074, recall: 0.9524, relative_absolute_error: 0.0706, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1112, root_relative_squared_error: 0.3176, scimark_benchmark: 910.2204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.99, f_measure: 0.9581, kappa: 0.951, kb_relative_information_score: 2195.6847, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9587, predictive_accuracy: 0.958, prior_entropy: 2.8074, recall: 0.958, relative_absolute_error: 0.0624, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.102, root_relative_squared_error: 0.2914, scimark_benchmark: 943.6659,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9641, kappa: 0.9581, kb_relative_information_score: 2210.3582, mean_absolute_error: 0.0142, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9644, predictive_accuracy: 0.9641, prior_entropy: 2.8074, recall: 0.9641, relative_absolute_error: 0.0582, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0915, root_relative_squared_error: 0.2614, scimark_benchmark: 947.0346,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9707, kappa: 0.9657, kb_relative_information_score: 813.6321, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9709, predictive_accuracy: 0.9706, prior_entropy: 2.8074, recall: 0.9706, relative_absolute_error: 0.8356, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.8624, scimark_benchmark: 911.2297,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9947, f_measure: 0.95, kappa: 0.9419, kb_relative_information_score: 2181.1433, mean_absolute_error: 0.0194, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9511, predictive_accuracy: 0.9502, prior_entropy: 2.8074, recall: 0.9502, relative_absolute_error: 0.0793, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1004, root_relative_squared_error: 0.2868, scimark_benchmark: 927.6289,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9946, f_measure: 0.946, kappa: 0.9374, kb_relative_information_score: 2176.6916, mean_absolute_error: 0.0204, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9469, predictive_accuracy: 0.9463, prior_entropy: 2.8074, recall: 0.9463, relative_absolute_error: 0.0833, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1014, root_relative_squared_error: 0.2898, scimark_benchmark: 947.3223,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9743, f_measure: 0.9186, kappa: 0.9051, kb_relative_information_score: 796.3036, mean_absolute_error: 0.2056, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9189, predictive_accuracy: 0.9186, prior_entropy: 2.8074, recall: 0.9186, relative_absolute_error: 0.8397, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3035, root_relative_squared_error: 0.8674, scimark_benchmark: 948.2009,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9903, f_measure: 0.9697, kappa: 0.9646, kb_relative_information_score: 813.4687, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9699, predictive_accuracy: 0.9697, prior_entropy: 2.8074, recall: 0.9697, relative_absolute_error: 0.8356, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.8626, scimark_benchmark: 945.7767,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9751, f_measure: 0.9242, kappa: 0.9121, kb_relative_information_score: 799.5764, mean_absolute_error: 0.2055, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9255, predictive_accuracy: 0.9247, prior_entropy: 2.8074, recall: 0.9247, relative_absolute_error: 0.8389, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3031, root_relative_squared_error: 0.8661, scimark_benchmark: 944.8743,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9838, f_measure: 0.9462, kappa: 0.9379, kb_relative_information_score: 806.9951, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9473, predictive_accuracy: 0.9468, prior_entropy: 2.8074, recall: 0.9468, relative_absolute_error: 0.8372, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3025, root_relative_squared_error: 0.8644, scimark_benchmark: 947.5419,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9636, kappa: 0.9576, kb_relative_information_score: 2218.0456, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 2.8074, recall: 0.9636, relative_absolute_error: 0.0461, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2784, scimark_benchmark: 948.6146,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9603, f_measure: 0.8781, kappa: 0.8591, kb_relative_information_score: 780.4687, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8797, predictive_accuracy: 0.8792, prior_entropy: 2.8074, recall: 0.8792, relative_absolute_error: 0.8434, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3052, root_relative_squared_error: 0.8722,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9955, f_measure: 0.9621, kappa: 0.9556, kb_relative_information_score: 2199.4044, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9624, predictive_accuracy: 0.9619, prior_entropy: 2.8074, recall: 0.9619, relative_absolute_error: 0.0691, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0949, root_relative_squared_error: 0.2713, scimark_benchmark: 948.318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9952, f_measure: 0.943, kappa: 0.9338, kb_relative_information_score: 2158.6448, mean_absolute_error: 0.024, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9439, predictive_accuracy: 0.9433, prior_entropy: 2.8074, recall: 0.9433, relative_absolute_error: 0.0982, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1057, root_relative_squared_error: 0.3019, scimark_benchmark: 942.4026,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.95, kappa: 0.9414, kb_relative_information_score: 2169.2138, mean_absolute_error: 0.0191, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9508, predictive_accuracy: 0.9498, prior_entropy: 2.8074, recall: 0.9498, relative_absolute_error: 0.0779, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1107, root_relative_squared_error: 0.3164, scimark_benchmark: 937.9977,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9858, f_measure: 0.9632, kappa: 0.9571, kb_relative_information_score: 2215.3913, mean_absolute_error: 0.0117, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9632, predictive_accuracy: 0.9632, prior_entropy: 2.8074, recall: 0.9632, relative_absolute_error: 0.0479, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0981, root_relative_squared_error: 0.2802, scimark_benchmark: 949.3372,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9945, f_measure: 0.947, kappa: 0.9384, kb_relative_information_score: 2172.54, mean_absolute_error: 0.0212, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9478, predictive_accuracy: 0.9472, prior_entropy: 2.8074, recall: 0.9472, relative_absolute_error: 0.0867, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1026, root_relative_squared_error: 0.2933, scimark_benchmark: 947.1719,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9985, f_measure: 0.9697, kappa: 0.9646, kb_relative_information_score: 2201.2492, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9697, predictive_accuracy: 0.9697, prior_entropy: 2.8074, recall: 0.9697, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0827, root_relative_squared_error: 0.2363, scimark_benchmark: 948.8042,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9953, f_measure: 0.9646, kappa: 0.9586, kb_relative_information_score: 2210.5916, mean_absolute_error: 0.0153, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9649, predictive_accuracy: 0.9645, prior_entropy: 2.8074, recall: 0.9645, relative_absolute_error: 0.0625, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0911, root_relative_squared_error: 0.2603, scimark_benchmark: 949.0053,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9764, f_measure: 0.9302, kappa: 0.9197, kb_relative_information_score: 801.724, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9327, predictive_accuracy: 0.9312, prior_entropy: 2.8074, recall: 0.9312, relative_absolute_error: 0.8384, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8655, scimark_benchmark: 930.2035,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9745, kappa: 0.9702, kb_relative_information_score: 2238.4831, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9747, predictive_accuracy: 0.9745, prior_entropy: 2.8074, recall: 0.9745, relative_absolute_error: 0.0443, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2157, scimark_benchmark: 943.5438,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9987, f_measure: 0.9745, kappa: 0.9702, kb_relative_information_score: 2238.4831, mean_absolute_error: 0.0109, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9747, predictive_accuracy: 0.9745, prior_entropy: 2.8074, recall: 0.9745, relative_absolute_error: 0.0443, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0755, root_relative_squared_error: 0.2157, scimark_benchmark: 949.1331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.983, f_measure: 0.9405, kappa: 0.9283, kb_relative_information_score: 796.5795, mean_absolute_error: 0.2057, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9486, predictive_accuracy: 0.9385, prior_entropy: 2.8074, recall: 0.9385, relative_absolute_error: 0.8398, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3038, root_relative_squared_error: 0.8682, scimark_benchmark: 946.9476,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9904, f_measure: 0.9458, kappa: 0.9364, kb_relative_information_score: 2157.0333, mean_absolute_error: 0.0211, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9466, predictive_accuracy: 0.9455, prior_entropy: 2.8074, recall: 0.9455, relative_absolute_error: 0.0861, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1143, root_relative_squared_error: 0.3267, scimark_benchmark: 947.2161,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9857, f_measure: 0.961, kappa: 0.9545, kb_relative_information_score: 2203.7857, mean_absolute_error: 0.0138, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9613, predictive_accuracy: 0.961, prior_entropy: 2.8074, recall: 0.961, relative_absolute_error: 0.0565, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1012, root_relative_squared_error: 0.2891, scimark_benchmark: 948.1894,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9901, f_measure: 0.9577, kappa: 0.9505, kb_relative_information_score: 2192.0502, mean_absolute_error: 0.016, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9586, predictive_accuracy: 0.9576, prior_entropy: 2.8074, recall: 0.9576, relative_absolute_error: 0.0654, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1022, root_relative_squared_error: 0.2921, scimark_benchmark: 909.2701,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9994, f_measure: 0.9822, kappa: 0.9793, kb_relative_information_score: 2220.8795, mean_absolute_error: 0.0163, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9823, predictive_accuracy: 0.9823, prior_entropy: 2.8074, recall: 0.9823, relative_absolute_error: 0.0665, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0697, root_relative_squared_error: 0.1992, scimark_benchmark: 941.3331,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9636, kappa: 0.9576, kb_relative_information_score: 2218.0456, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 2.8074, recall: 0.9636, relative_absolute_error: 0.0461, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2784, scimark_benchmark: 941.4808,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9693, kappa: 0.9641, kb_relative_information_score: 2201.1249, mean_absolute_error: 0.0185, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9693, predictive_accuracy: 0.9693, prior_entropy: 2.8074, recall: 0.9693, relative_absolute_error: 0.0754, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0831, root_relative_squared_error: 0.2375, scimark_benchmark: 945.7578,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9623, kappa: 0.9561, kb_relative_information_score: 2211.9601, mean_absolute_error: 0.0123, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9624, predictive_accuracy: 0.9623, prior_entropy: 2.8074, recall: 0.9623, relative_absolute_error: 0.05, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.2839, scimark_benchmark: 945.6895,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9902, f_measure: 0.9394, kappa: 0.9288, kb_relative_information_score: 2135.6744, mean_absolute_error: 0.0244, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9404, predictive_accuracy: 0.939, prior_entropy: 2.8074, recall: 0.939, relative_absolute_error: 0.0998, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1191, root_relative_squared_error: 0.3403, scimark_benchmark: 932.5896,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9906, f_measure: 0.9693, kappa: 0.9641, kb_relative_information_score: 813.3021, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9696, predictive_accuracy: 0.9693, prior_entropy: 2.8074, recall: 0.9693, relative_absolute_error: 0.8357, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8634, scimark_benchmark: 946.3096,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9984, f_measure: 0.9697, kappa: 0.9646, kb_relative_information_score: 2201.8122, mean_absolute_error: 0.0184, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9697, predictive_accuracy: 0.9697, prior_entropy: 2.8074, recall: 0.9697, relative_absolute_error: 0.075, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0832, root_relative_squared_error: 0.2378, scimark_benchmark: 947.4985,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.955, kappa: 0.947, kb_relative_information_score: 807.074, mean_absolute_error: 0.205, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9561, predictive_accuracy: 0.9545, prior_entropy: 2.8074, recall: 0.9545, relative_absolute_error: 0.8371, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.8651, scimark_benchmark: 909.1296,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.1927, kappa: 0.1667, kb_relative_information_score: 717.6941, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.1902, predictive_accuracy: 0.2857, prior_entropy: 2.8074, recall: 0.2857, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.9247, scimark_benchmark: 943.1075,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.1927, kappa: 0.1667, kb_relative_information_score: 717.6941, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.1902, predictive_accuracy: 0.2857, prior_entropy: 2.8074, recall: 0.2857, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.9247, scimark_benchmark: 910.947,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9834, f_measure: 0.9395, kappa: 0.9293, kb_relative_information_score: 806.3045, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9396, predictive_accuracy: 0.9394, prior_entropy: 2.8074, recall: 0.9394, relative_absolute_error: 0.8374, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3023, root_relative_squared_error: 0.864,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9855, f_measure: 0.9609, kappa: 0.9545, kb_relative_information_score: 2205.3301, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9612, predictive_accuracy: 0.961, prior_entropy: 2.8074, recall: 0.961, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1015, root_relative_squared_error: 0.2901, scimark_benchmark: 946.8665,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.7682, f_measure: 0.1927, kappa: 0.1667, kb_relative_information_score: 717.6941, mean_absolute_error: 0.2092, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.1902, predictive_accuracy: 0.2857, prior_entropy: 2.8074, recall: 0.2857, relative_absolute_error: 0.8541, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3236, root_relative_squared_error: 0.9247, scimark_benchmark: 910.4788,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.979, f_measure: 0.9354, kappa: 0.9253, kb_relative_information_score: 803.1714, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9362, predictive_accuracy: 0.9359, prior_entropy: 2.8074, recall: 0.9359, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3029, root_relative_squared_error: 0.8655, scimark_benchmark: 948.1151,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.999, f_measure: 0.9757, kappa: 0.9717, kb_relative_information_score: 2250.6191, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9758, predictive_accuracy: 0.9758, prior_entropy: 2.8074, recall: 0.9758, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0724, root_relative_squared_error: 0.207, scimark_benchmark: 947.3172,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9913, f_measure: 0.9749, kappa: 0.9707, kb_relative_information_score: 814.5481, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9751, predictive_accuracy: 0.9749, prior_entropy: 2.8074, recall: 0.9749, relative_absolute_error: 0.8354, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.8624, scimark_benchmark: 941.6964,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9738, f_measure: 0.9135, kappa: 0.8929, kb_relative_information_score: 776.2326, mean_absolute_error: 0.2069, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9336, predictive_accuracy: 0.9082, prior_entropy: 2.8074, recall: 0.9082, relative_absolute_error: 0.8447, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3058, root_relative_squared_error: 0.8738, scimark_benchmark: 949.7298,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9636, kappa: 0.9576, kb_relative_information_score: 2218.0456, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 2.8074, recall: 0.9636, relative_absolute_error: 0.0461, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2784, scimark_benchmark: 945.7279,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.986, f_measure: 0.9636, kappa: 0.9576, kb_relative_information_score: 2218.0456, mean_absolute_error: 0.0113, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9636, predictive_accuracy: 0.9636, prior_entropy: 2.8074, recall: 0.9636, relative_absolute_error: 0.0461, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0974, root_relative_squared_error: 0.2784,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9775, f_measure: 0.9323, kappa: 0.9222, kb_relative_information_score: 803.0527, mean_absolute_error: 0.2053, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.935, predictive_accuracy: 0.9333, prior_entropy: 2.8074, recall: 0.9333, relative_absolute_error: 0.8381, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3028, root_relative_squared_error: 0.8653, scimark_benchmark: 940.3574,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9934, f_measure: 0.9544, kappa: 0.947, kb_relative_information_score: 2196.9832, mean_absolute_error: 0.0169, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9548, predictive_accuracy: 0.9545, prior_entropy: 2.8074, recall: 0.9545, relative_absolute_error: 0.0689, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.097, root_relative_squared_error: 0.2772, scimark_benchmark: 946.8387,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0357, kb_relative_information_score: -0.0002, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.0204, predictive_accuracy: 0.1429, prior_entropy: 2.8074, recall: 0.1429, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, scimark_benchmark: 947.4914,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9816, f_measure: 0.9414, kappa: 0.9323, kb_relative_information_score: 806.2392, mean_absolute_error: 0.2051, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9428, predictive_accuracy: 0.942, prior_entropy: 2.8074, recall: 0.942, relative_absolute_error: 0.8374, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3027, root_relative_squared_error: 0.865, scimark_benchmark: 949.885,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9871, f_measure: 0.9571, kappa: 0.9495, kb_relative_information_score: 810.1064, mean_absolute_error: 0.2048, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9577, predictive_accuracy: 0.9567, prior_entropy: 2.8074, recall: 0.9567, relative_absolute_error: 0.8364, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3021, root_relative_squared_error: 0.8632, scimark_benchmark: 948.5495,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9896, f_measure: 0.939, kappa: 0.9283, kb_relative_information_score: 2136.3874, mean_absolute_error: 0.0242, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9399, predictive_accuracy: 0.9385, prior_entropy: 2.8074, recall: 0.9385, relative_absolute_error: 0.0987, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1196, root_relative_squared_error: 0.3417, scimark_benchmark: 946.6621,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.5, f_measure: 0.0357, kb_relative_information_score: -0.0002, mean_absolute_error: 0.2449, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.0204, predictive_accuracy: 0.1429, prior_entropy: 2.8074, recall: 0.1429, relative_absolute_error: 1, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3499, root_relative_squared_error: 1, scimark_benchmark: 946.1789,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9976, f_measure: 0.9637, kappa: 0.9576, kb_relative_information_score: 2141.1101, mean_absolute_error: 0.0306, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.964, predictive_accuracy: 0.9636, prior_entropy: 2.8074, recall: 0.9636, relative_absolute_error: 0.1249, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0993, root_relative_squared_error: 0.2837,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9889, f_measure: 0.9642, kappa: 0.9581, kb_relative_information_score: 811.6451, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9643, predictive_accuracy: 0.9641, prior_entropy: 2.8074, recall: 0.9641, relative_absolute_error: 0.836, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.8627,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9875, f_measure: 0.968, kappa: 0.9626, kb_relative_information_score: 2222.704, mean_absolute_error: 0.0111, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9682, predictive_accuracy: 0.968, prior_entropy: 2.8074, recall: 0.968, relative_absolute_error: 0.0453, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0931, root_relative_squared_error: 0.2661, scimark_benchmark: 937.5487,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.8933, f_measure: 0.6195, kappa: 0.5293, kb_relative_information_score: 587.7859, mean_absolute_error: 0.2186, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.7924, predictive_accuracy: 0.5965, prior_entropy: 2.8074, recall: 0.5965, relative_absolute_error: 0.8926, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3242, root_relative_squared_error: 0.9265, scimark_benchmark: 945.3696,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9912, f_measure: 0.9702, kappa: 0.9652, kb_relative_information_score: 813.8858, mean_absolute_error: 0.2046, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9703, predictive_accuracy: 0.9701, prior_entropy: 2.8074, recall: 0.9701, relative_absolute_error: 0.8355, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3018, root_relative_squared_error: 0.8624, scimark_benchmark: 947.9805,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9969, f_measure: 0.97, kappa: 0.9652, kb_relative_information_score: 2174.9792, mean_absolute_error: 0.0245, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.97, predictive_accuracy: 0.9701, prior_entropy: 2.8074, recall: 0.9701, relative_absolute_error: 0.1002, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0881, root_relative_squared_error: 0.2519, scimark_benchmark: 927.2204,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9843, f_measure: 0.9259, kappa: 0.9131, kb_relative_information_score: 277.4917, mean_absolute_error: 0.234, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9268, predictive_accuracy: 0.9255, prior_entropy: 2.8074, recall: 0.9255, relative_absolute_error: 0.9556, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3345, root_relative_squared_error: 0.9558, scimark_benchmark: 947.7873,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9848, f_measure: 0.9735, kappa: 0.9692, kb_relative_information_score: 2240.9843, mean_absolute_error: 0.0083, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9736, predictive_accuracy: 0.9736, prior_entropy: 2.8074, recall: 0.9736, relative_absolute_error: 0.0339, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0867, root_relative_squared_error: 0.2478, scimark_benchmark: 946.9208,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9979, f_measure: 0.9774, kappa: 0.9737, kb_relative_information_score: 2220.2466, mean_absolute_error: 0.0157, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9775, predictive_accuracy: 0.9775, prior_entropy: 2.8074, recall: 0.9775, relative_absolute_error: 0.064, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0754, root_relative_squared_error: 0.2155, scimark_benchmark: 947.2744,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9963, f_measure: 0.9514, kappa: 0.9429, kb_relative_information_score: 2178.1441, mean_absolute_error: 0.0209, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9521, predictive_accuracy: 0.9511, prior_entropy: 2.8074, recall: 0.9511, relative_absolute_error: 0.0855, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.1005, root_relative_squared_error: 0.2872, scimark_benchmark: 943.6137,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9919, f_measure: 0.9618, kappa: 0.9556, kb_relative_information_score: 2219.6265, mean_absolute_error: 0.0134, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.962, predictive_accuracy: 0.9619, prior_entropy: 2.8074, recall: 0.9619, relative_absolute_error: 0.0547, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0905, root_relative_squared_error: 0.2587, scimark_benchmark: 949.0475,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9887, f_measure: 0.9623, kappa: 0.9561, kb_relative_information_score: 811.768, mean_absolute_error: 0.2047, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9626, predictive_accuracy: 0.9623, prior_entropy: 2.8074, recall: 0.9623, relative_absolute_error: 0.8361, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3019, root_relative_squared_error: 0.8627, scimark_benchmark: 940.5705,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9237, f_measure: 0.7327, kappa: 0.6798, kb_relative_information_score: 658.6314, mean_absolute_error: 0.2137, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.7641, predictive_accuracy: 0.7255, prior_entropy: 2.8074, recall: 0.7255, relative_absolute_error: 0.8725, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3117, root_relative_squared_error: 0.8909, scimark_benchmark: 945.6637,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9624, f_measure: 0.8796, kappa: 0.8596, kb_relative_information_score: 782.0433, mean_absolute_error: 0.2065, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.8799, predictive_accuracy: 0.8797, prior_entropy: 2.8074, recall: 0.8797, relative_absolute_error: 0.843, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.305, root_relative_squared_error: 0.8716, scimark_benchmark: 950.8318,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9849, f_measure: 0.9478, kappa: 0.9379, kb_relative_information_score: 801.1901, mean_absolute_error: 0.2054, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9515, predictive_accuracy: 0.9468, prior_entropy: 2.8074, recall: 0.9468, relative_absolute_error: 0.8385, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3033, root_relative_squared_error: 0.8667, scimark_benchmark: 948.6906,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9859, f_measure: 0.9558, kappa: 0.9485, kb_relative_information_score: 809.6947, mean_absolute_error: 0.2049, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.9564, predictive_accuracy: 0.9558, prior_entropy: 2.8074, recall: 0.9558, relative_absolute_error: 0.8366, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.3024, root_relative_squared_error: 0.8643, scimark_benchmark: 946.7219,
0 likes - 0 downloads - 0 reach - area_under_roc_curve: 0.9982, f_measure: 0.968, kappa: 0.9626, kb_relative_information_score: 2199.7738, mean_absolute_error: 0.0186, mean_prior_absolute_error: 0.2449, number_of_instances: 2310, precision: 0.968, predictive_accuracy: 0.968, prior_entropy: 2.8074, recall: 0.968, relative_absolute_error: 0.0759, root_mean_prior_squared_error: 0.3499, root_mean_squared_error: 0.0848, root_relative_squared_error: 0.2425, scimark_benchmark: 918.2264,

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