Research Article

Weight-Selected Attribute Bagging for Credit Scoring

Table 2

The highest accuracy of each model and the corresponding standard deviation (Std) for Australian dataset.

LSVM-WSAB 
(8 attributes)
PCA-WSAB 
(6 attributes)
RSAB 
(10 attributes)
BS-SVM 
(9 attributes)
SVM 
(14 attributes)

Accuracy0.89120.89180.88800.88000.8750
Std0.00130.00150.003000