Run
8869419

Run 8869419

Task 146234 (Supervised Classification) allrep Uploaded 01-03-2018 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
0.9669
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.956
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3637
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1064.9832
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0274
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.0325
Cross-validation details (10-fold Crossvalidation)
Number of instances
3772
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9665
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9523
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2648
Cross-validation details (10-fold Crossvalidation)
Recall
0.9523
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8433
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1268
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1249
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9848
Cross-validation details (10-fold Crossvalidation)