Run
8878012

Run 8878012

Task 145970 (Supervised Classification) credit-approval Uploaded 09-03-2018 by William Raynaut
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Flow

weka.kf.AttributeSelection-BestFirst-CfsSubsetEval-ReplaceMissingValues-Nai veBayes(1)A Weka KnowledgeFlow using AttributeSelection-BestFirst-CfsSubsetEval-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
0.9016
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.736
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.4721
Cross-validation details (10-fold Crossvalidation)
KB relative information score
349.5786
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.241
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.494
Cross-validation details (10-fold Crossvalidation)
Number of instances
690
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.7747
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7493
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7493
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.488
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4531
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9117
Cross-validation details (10-fold Crossvalidation)