Bootstrap Validation

Bootstrap Ensemble Methods

Family of algorithms combining bootstrap and aggregation to reduce prediction variance, including Random Forest, Extra Trees and other methods based on bootstrap samples. These methods exploit the diversity created by resampling.

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