How to Select Features Based on the Population Stability Index

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If you worked in credit risk, you probably heard about the Population Stability Index, or PSI. It measures the changes in a variable distribution and it is commonly used to assess the risk of using a variable in a predictive credit risk model.

Unstable features, that is, features whose distribution changes after certain events, in time or after policy…