Predicting Churn - Clustering

ssk1974

Hi All,

I have a telecommunication dataset with the following fields, I am trying to predict Churn customers. The field Churn is the label with Active or Churned as values in it. I am trying to do a classification model and a cluster model and compare them both.

I understand this is a classification problem and does not need to be clustered, but I am trying to see the natural clusters formed. How can I do that. Thanks for your time and help.

Customer_ID
Gender
Age
Connect_Date
Dropped_Calls
Tariff
Churn
Handset
Peak_calls_Sum
Peak_mins_Sum
OffPeak_calls_Sum
OffPeak_mins_Sum
Weekend_calls_Sum
Weekend_mins_Sum
International_mins_Sum
Nat_call_cost_Sum
AvePeak
AveOffPeak