Credit Risk Modeling and Scorecard Example
Introduction Load the data Summary of data Clean Data Exploratory Data Analysis Feature Engineering Training Create Scorecard Conclusions Introduction Credit Risk modeling predicts whether a customer or applicant may or may not default on a loan. These models include predictor variables that are categorical or numeric. One of the outputs in the modeling process is a credit scorecard with attributes to allocate scores. The objectives of this post are as follow: