OpenML
13961

Run 13961

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)_I1
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.

17 Evaluation measures

Area under ROC curve
0.7919
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5512
Cross-validation details (10-fold Crossvalidation)
KB relative information score
376.608
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2233
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)
Precision
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7783
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7783
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4521
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4645
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9347
Cross-validation details (10-fold Crossvalidation)