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Glossary: ML Beyond the Basics

Time-based split

Also written: time split

Training on earlier periods and validating and testing on later ones. It avoids a random split's problems of repeated people, future leaking into the past, and a changing world.

Where the book teaches it

Related terms

Expanding-window foldsLeakage from the futureDevelopment data