Ensemble methods in bank direct marketing

Increasing costs of direct marketing campaigns and declining response rates have motivated direct marketers to turn to more sophisticated techniques to model response behavior. Moreover, the data used for response modeling is imbalanced data. That is, non-respondents greatly outnumber respondents in direct marketing. This paper intends to compare bagging… (More)