Run
8862768

Run 8862768

Task 3863 (Supervised Classification) hypothyroid 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
0.8324
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9264
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4175
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-348.5415
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1046
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1426
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9266
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9369
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.3928
Cross-validation details (10-fold Crossvalidation)
Recall
0.9369
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2668
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2333
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8745
Cross-validation details (10-fold Crossvalidation)