Run
8877371

Run 8877371

Task 3663 (Supervised Classification) cholesterol 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
0.6055
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6341
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2597
Cross-validation details (10-fold Crossvalidation)
KB relative information score
19.3411
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4703
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4955
Cross-validation details (10-fold Crossvalidation)
Number of instances
303
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6347
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.637
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9935
Cross-validation details (10-fold Crossvalidation)
Recall
0.637
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9492
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4977
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4894
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9833
Cross-validation details (10-fold Crossvalidation)