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You have been hired by ABC bank as a Data mining consultant. The bank would like to get the hidden information from its customer database. How would you apply your data mining knowledge to get potentially useful information from the given data set?
You are required to use all the techniques which you have learnt from both lecture and tutorials. Below is the description about the data. There are 600 records in the customer database.
Attributes
Descriptions
Id
Customer Identification Number
age
Customer age
sex
Gender
region
Region
income
Income
married
Marital status
children
Number of children
car
Whether he own a car
save_act
Saving account
current_act
Current account
mortgage
Mortgage
pep
Personal Equity Plan (PEP) used to repay the mortgage balance outstanding at the end of the mortgage term.
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