Selecting Features with the Population Stability Index

Population Stability Index in data science

If you worked in credit scoring, you probably heard about the Population Stability Index, or PSI.

The PSI is a metric that quantifies the changes in a variable distribution and it is commonly used to assess the risk of using a variable in a credit risk model.

Unstable features are variables whose distribution changes after certain events, for…