Run
8869001

Run 8869001

Task 145983 (Supervised Classification) heart-statlog Uploaded 01-03-2018 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
0.9001
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8625
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.7209
Cross-validation details (10-fold Crossvalidation)
KB relative information score
175.3059
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1794
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4939
Cross-validation details (10-fold Crossvalidation)
Number of instances
270
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8632
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.863
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9912
Cross-validation details (10-fold Crossvalidation)
Recall
0.863
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3632
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4969
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3505
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7054
Cross-validation details (10-fold Crossvalidation)