Run
8862380

Run 8862380

Task 3826 (Supervised Classification) heart-h Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.ReplaceMissingValues-PKIDiscretize-NaiveBayes(1)A Weka KnowledgeFlow using ReplaceMissingValues-PKIDiscretize-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
0.8931
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.838
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6453
Cross-validation details (10-fold Crossvalidation)
KB relative information score
173.5934
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1898
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
0.8385
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8401
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9439
Cross-validation details (10-fold Crossvalidation)
Recall
0.8401
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4113
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4802
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3614
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7526
Cross-validation details (10-fold Crossvalidation)