Lion's Den 
ING Modeling Challenge
              Winners
- 
        2nd Prize 7.500 PLN TWO AND A HALF MAN Team members: 
 Jan Lisicki, Kamil Niedźwiedzki, Hubert Ratajczyk
 
 In our solution we have benchmarked industry standard in credit risk modelling - Logistic Regression, against machine learning algorithms: XGboost and Random Forest. Judgeing by models ablility to differentiate beetween good and bad risks we choosen Random Forest as best solution to the problem.
 
            































