Run
8866563

Run 8866563

Task 146234 (Supervised Classification) allrep Uploaded 28-02-2018 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
0.9643
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.9574
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.3706
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-1283.3359
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0277
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
0.9629
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.9544
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.2648
Cross-validation details (10-fold Crossvalidation)
Recall
0.9544
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.8514
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1268
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1257
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9917
Cross-validation details (10-fold Crossvalidation)