Run
8876468

Run 8876468

Task 9899 (Supervised Classification) bank-marketing Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-Ranker-InfoGain-ReplaceMissingValues-NaiveBayes( 1)A Weka KnowledgeFlow using AttributeSelection-Ranker-InfoGain-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
0.8007
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.8708
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.2997
Cross-validation details (10-fold Crossvalidation)
KB relative information score
501.5042
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.1548
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.2041
Cross-validation details (10-fold Crossvalidation)
Number of instances
4521
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.8651
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.8868
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.516
Cross-validation details (10-fold Crossvalidation)
Recall
0.8868
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.7588
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.3193
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3067
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9605
Cross-validation details (10-fold Crossvalidation)