Run
8858977

Run 8858977

Task 48 (Supervised Classification) heart-c 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
0.9034
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8443
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6856
Cross-validation details (10-fold Crossvalidation)
KB relative information score
182.7036
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0729
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2004
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8453
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8449
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0792
Cross-validation details (10-fold Crossvalidation)
Recall
0.8449
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3637
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.315
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2273
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7217
Cross-validation details (10-fold Crossvalidation)