Run
8876844

Run 8876844

Task 145970 (Supervised Classification) credit-approval 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
0.8971
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.7533
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.5046
Cross-validation details (10-fold Crossvalidation)
KB relative information score
368.3692
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.2283
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
0.7848
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.7638
Cross-validation details (10-fold Crossvalidation)
Prior entropy
0.9913
Cross-validation details (10-fold Crossvalidation)
Recall
0.7638
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.4622
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.497
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.4387
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.8828
Cross-validation details (10-fold Crossvalidation)