Run
8889656

Run 8889656

Task 3826 (Supervised Classification) heart-h Uploaded 26-03-2018 by William Raynaut
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Flow

weka.kf.Bagging-JRip(1)A Weka KnowledgeFlow using Bagging-JRip.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
0.8559
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8062
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5747
Cross-validation details (10-fold Crossvalidation)
KB relative information score
131.8521
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2619
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4614
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8069
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8095
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8095
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5677
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3766
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7843
Cross-validation details (10-fold Crossvalidation)