Run
8865977

Run 8865977

Task 145970 (Supervised Classification) credit-approval Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.RandomForest(1)A Weka KnowledgeFlow using RandomForest.kf

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
0.9246
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
391.0094
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.231
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
0.8622
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8623
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.8623
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3247
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6533
Cross-validation details (10-fold Crossvalidation)