What is tree depth variance contribution in Random Forest?

Deeper trees contribute higher variance but lower bias.

Random Forest relies on deep trees to capture complex patterns, then reduces variance via averaging. Depth increases sensitivity to noise per tree but is controlled at ensemble level.