Run
8881759

Run 8881759

Task 145929 (Supervised Classification) heart-h Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-KStar(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-KStar.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
0.8298
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.585
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2754
Cross-validation details (10-fold Crossvalidation)
KB relative information score
86.6417
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.167
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2239
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5332
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6565
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.6623
Cross-validation details (10-fold Crossvalidation)
Recall
0.6565
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7457
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3334
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2931
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8791
Cross-validation details (10-fold Crossvalidation)