Skip to content

Glossary: ML Beyond the Basics

Monotone constraint

Also written: monotone_constraints

A rule that a prediction may only rise (or only fall) as a feature rises. LightGBM takes one number per column: 1 for never decreases, −1 for never increases, 0 for none.

Where the book teaches it

Related terms

Stress test