The business problem in this project is to accurately predict the probability of a claim to be fraudulent which is being placed by a customer. To be more illustrative, ########### is looking for a predictive model which would help them to identify all the potential fraud claims which are being placed and to interpret and trends present in the fraud cases. Moreover, to identify which parameters are contributing the most in the fraud cases.