OpenML
12985

Run 12985

Task 29 (Supervised Classification) credit-approval Uploaded 22-05-2014 by Joaquin Vanschoren
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weka.RandomForest(1)Leo Breiman (2001). Random Forests. Machine Learning. 45(1):5-32.
weka.RandomForest(1)_I10
weka.RandomForest(1)_K0
weka.RandomForest(1)_S1
weka.RandomForest(1)_num-slots1

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

19 Evaluation measures

Area under ROC curve
0.9184
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7009
Cross-validation details (10-fold Crossvalidation)
KB relative information score
397.3773
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2225
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8523
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8522
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8522
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4504
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3323
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6687
Cross-validation details (10-fold Crossvalidation)
SciMark benchmark
927.2354[563.0215016394978918.4723367263962484.10363182779514913.39376464446721757.185869335973]