Run
8862709

Run 8862709

Task 3862 (Supervised Classification) audiology 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
0.9652
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.896
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.731
Cross-validation details (10-fold Crossvalidation)
KB relative information score
151.4859
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1173
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.3783
Cross-validation details (10-fold Crossvalidation)
Number of instances
226
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9008
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8938
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8182
Cross-validation details (10-fold Crossvalidation)
Recall
0.8938
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3101
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4343
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.5858
Cross-validation details (10-fold Crossvalidation)