Run
8863215

Run 8863215

Task 3920 (Supervised Classification) mw1 Uploaded 27-02-2018 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
0.7607
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9059
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2591
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-150.5485
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1259
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1438
Cross-validation details (10-fold Crossvalidation)
Number of instances
403
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8995
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9181
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3987
Cross-validation details (10-fold Crossvalidation)
Recall
0.9181
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8757
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2618
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9826
Cross-validation details (10-fold Crossvalidation)