RFE (Recursive Feature Elimination) — Glossary

rfe

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Definition

Wrapper feature selection: trains a model, drops the weakest features, and repeats until the target count remains. Slower than filters but captures feature interactions.

Examples

RFE to 10 features with a linear estimator.

Related terms

Feature Selection Feature Selection Method Selector Estimator