Number of Estimators — Glossary

n_estimators

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Definition

The number of decision trees in the Random Forest ensemble. Increasing this generally improves stability and performance at the cost of significantly higher computational time.

Examples

100 (Standard), 500 (Higher Precision), 1000 (Exhaustive).