Run
8877918

Run 8877918

Task 145880 (Supervised Classification) heart-switzerland 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
0.5452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.2331
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0547
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.1891
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2811
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2872
Cross-validation details (10-fold Crossvalidation)
Number of instances
123
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.2184
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.3333
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.0062
Cross-validation details (10-fold Crossvalidation)
Recall
0.3333
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9788
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3781
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3768
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9967
Cross-validation details (10-fold Crossvalidation)