Run
8868286

Run 8868286

Task 3698 (Supervised Classification) bank32nh 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
0.8673
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7911
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4986
Cross-validation details (10-fold Crossvalidation)
KB relative information score
3565.4588
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.239
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.4281
Cross-validation details (10-fold Crossvalidation)
Number of instances
8192
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7935
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7999
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.8937
Cross-validation details (10-fold Crossvalidation)
Recall
0.7999
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.5581
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.4627
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.3827
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8271
Cross-validation details (10-fold Crossvalidation)