Run
8862581

Run 8862581

Task 3849 (Supervised Classification) analcatdata_marketing 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
0.5081
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.5536
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
-0.0697
Cross-validation details (10-fold Crossvalidation)
KB relative information score
-17.7021
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.4295
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4326
Cross-validation details (10-fold Crossvalidation)
Number of instances
364
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.5334
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.5907
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.901
Cross-validation details (10-fold Crossvalidation)
Recall
0.5907
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9929
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4649
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.5035
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
1.0831
Cross-validation details (10-fold Crossvalidation)