Business Problem
Build a simple model to analyze how much charge-offs can we expect at any level of portfolio loan delinquency (time independent)
Regression Models Analyzed (in R)
- Linear Regression
- Non-Linear Regression
- Support Vector Machine
- K-Nearest Neighbor (KNN)
- Classification and Regression Tree (CART)
- Random Forest
Results
RMSE Comparison
