Run
8877659

Run 8877659

Task 3915 (Supervised Classification) kc3 Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.7786
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8739
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2893
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-27.9703
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1311
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1716
Cross-validation details (10-fold Crossvalidation)
Number of instances
458
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8795
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.869
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.869
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7639
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3421
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1727
Cross-validation details (10-fold Crossvalidation)