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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)

  1. Linear Regression
  2. Non-Linear Regression
  3. Support Vector Machine
  4. K-Nearest Neighbor (KNN)
  5. Classification and Regression Tree (CART)
  6. Random Forest


RMSE Comparison