Run
8863180

Run 8863180

Task 3915 (Supervised Classification) kc3 Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.7746
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7809
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2393
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-557.9696
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2797
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
0.9007
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7249
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.4551
Cross-validation details (10-fold Crossvalidation)
Recall
0.7249
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
1.6304
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2917
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5173
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.7734
Cross-validation details (10-fold Crossvalidation)