Improving experimental studies about ensembles of classifiers for bankruptcy prediction and credit scoring.

Highlights: [•] We study previous works about datasets on bankruptcy prediction and credit scoring. [•] We propose a procedure to improve the results of previous works. [•] We show that Bagging scheme must be used on the correct base procedures. [•] Our proposal is simpler and improves complex procedures. [ABSTRACT FROM AUTHOR]