Run
8866663

Run 8866663

Task 146234 (Supervised Classification) allrep 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
0.9935
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9715
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5139
Cross-validation details (10-fold Crossvalidation)
KB relative information score
872.6842
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0325
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.976
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9777
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2648
Cross-validation details (10-fold Crossvalidation)
Recall
0.9777
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5319
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1268
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.0847
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.6677
Cross-validation details (10-fold Crossvalidation)