Run
8859005

Run 8859005

Task 50 (Supervised Classification) heart-h Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-SMO(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-SMO.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
0.7924
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8222
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6085
Cross-validation details (10-fold Crossvalidation)
KB relative information score
8.722
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1813
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.1867
Cross-validation details (10-fold Crossvalidation)
Number of instances
294
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8256
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8265
Cross-validation details (10-fold Crossvalidation)
Prior entropy
1.0314
Cross-validation details (10-fold Crossvalidation)
Recall
0.8265
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9713
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3037
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.2888
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9508
Cross-validation details (10-fold Crossvalidation)