Run
8876824

Run 8876824

Task 145955 (Supervised Classification) arrhythmia Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-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
0.8284
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.6636
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5116
Cross-validation details (10-fold Crossvalidation)
KB relative information score
215.2373
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0405
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0855
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.6599
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6792
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6792
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4732
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.196
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9537
Cross-validation details (10-fold Crossvalidation)