Run
8863448

Run 8863448

Task 3920 (Supervised Classification) mw1 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes.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
0.8058
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.892
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3689
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-170.8024
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1393
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
0.9167
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8759
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3987
Cross-validation details (10-fold Crossvalidation)
Recall
0.8759
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9687
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2665
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3282
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.2315
Cross-validation details (10-fold Crossvalidation)