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