Rule-Based-Classification-in-a-Banking-Case.

A CRM department in a local bank works on classify their lost customers with their past datas. So they want predict with these method that average loss balance and passive duration for future.

Important variables :

AGE: Age of the lost customers

JOB: Profession of the lost customers

MARITAL : Marital status of the lost customers

EDUCATION : Last graduated of the lost customers

BALANCE : Losing money ($) per the lost customer

LAST_TRANSACTION : Time since last transaction (day)