Run
8865599

Run 8865599

Task 145806 (Supervised Classification) hepatitis 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
0.8727
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8413
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5242
Cross-validation details (10-fold Crossvalidation)
KB relative information score
60.0642
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.176
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3299
Cross-validation details (10-fold Crossvalidation)
Number of instances
155
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8447
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8387
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.7418
Cross-validation details (10-fold Crossvalidation)
Recall
0.8387
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5334
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4048
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3591
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8871
Cross-validation details (10-fold Crossvalidation)
Total cost