Run
8877579

Run 8877579

Task 3845 (Supervised Classification) heart-c Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8406
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.678
Cross-validation details (10-fold Crossvalidation)
KB relative information score
190.497
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1894
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4961
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8433
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8416
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9943
Cross-validation details (10-fold Crossvalidation)
Recall
0.8416
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.3817
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.498
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3624
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7278
Cross-validation details (10-fold Crossvalidation)