Run
8881774

Run 8881774

Task 145866 (Supervised Classification) sa-heart Uploaded 10-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-KStar(1)A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.6272
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6101
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.1252
Cross-validation details (10-fold Crossvalidation)
KB relative information score
49.0661
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.3895
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.453
Cross-validation details (10-fold Crossvalidation)
Number of instances
462
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6049
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.619
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9313
Cross-validation details (10-fold Crossvalidation)
Recall
0.619
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.86
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4758
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5544
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.1651
Cross-validation details (10-fold Crossvalidation)