Ensemble a set of PROBIT models to predict the likelihood of buying a home loan from the current company which has the credit card base customers. The buying rate is very low and data is very limited. This approach offers a stable and robust way to solve this extremly difficult and yet very common business problem.
Hualin Wang, Yan Yu, Kaixia Zhang
Int. J. Data Warehous. Min.