Research Article

A New Approach for Construction of Geodemographic Segmentation Model and Prediction Analysis

Table 5

Input variables.

IdVariable nameDescription

1Row numberRow number
2CustomerIdID of the customer
3SurnameSurname of the customer
4CreditScoreCredit score of the customer
5GeographyRegion where the customer is located
6GenderGender of the customer
7AgeAge of customer
8TenureNumber of years the customer has been associated with the bank
9BalanceBalance in the customer’s account
10NumOfProductsNumber of products
11HasCrCardTrue, if the customer has credit card and vice versa
12IsActiveMemberTrue, if the customer is an active member and vice versa
13Estimated salaryEstimated salary of the customer
14ExitedTrue, if the customer has exited and vice versa