Objective :Churn (loss of customers to competition) is a problem for companies because it is more expensive to acquire a new customer than to keep your existing one from leaving. This problem statement is targeted at enabling churn reduction using analytics concepts. Description Data Importing & Cleaning, Classification, Bagging, Boosting, Voting, Correlation, Chi Square Test, Sampling, Ensemble