Run
8867152

Run 8867152

Task 145955 (Supervised Classification) arrhythmia Uploaded 28-02-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-ReliefF-ReplaceMissingValues-NaiveBayes(1 )A Weka KnowledgeFlow using AttributeSelection-Ranker-ReliefF-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
0.7446
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5692
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3875
Cross-validation details (10-fold Crossvalidation)
KB relative information score
163.9177
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0527
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
0.5291
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.6195
Cross-validation details (10-fold Crossvalidation)
Prior entropy
2.5222
Cross-validation details (10-fold Crossvalidation)
Recall
0.6195
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.6166
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.2055
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1997
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9718
Cross-validation details (10-fold Crossvalidation)