Run
8862527

Run 8862527

Task 3840 (Supervised Classification) letter Uploaded 27-02-2018 by William Raynaut
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Flow

weka.kf.Bagging-NaiveBayes(1)A Weka KnowledgeFlow using Bagging-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
0.9452
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.6125
Cross-validation details (10-fold Crossvalidation)
KB relative information score
791.0998
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0411
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.078
Cross-validation details (10-fold Crossvalidation)
Number of instances
20000
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.9701
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9718
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2455
Cross-validation details (10-fold Crossvalidation)
Recall
0.9718
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5271
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1975
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1452
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.7355
Cross-validation details (10-fold Crossvalidation)