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Glossary: ML Beyond the Basics

Population stability index (PSI)

Also written: PSI

A measure of how far one column's distribution has moved between old and new data. Below 0.1 is stable, 0.1 to 0.25 is worth a look, and above 0.25 is a real shift.

Where the book teaches it

Related terms

Data driftAdversarial validation