Run
8862899

Run 8862899

Task 3880 (Supervised Classification) arrhythmia Uploaded 27-02-2018 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
0.8266
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7088
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4281
Cross-validation details (10-fold Crossvalidation)
KB relative information score
199.6957
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2765
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4965
Cross-validation details (10-fold Crossvalidation)
Number of instances
452
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7603
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7257
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9949
Cross-validation details (10-fold Crossvalidation)
Recall
0.7257
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5569
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4982
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5161
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0359
Cross-validation details (10-fold Crossvalidation)
Total cost