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Compare the convergence behavior of gradient boosting (XGBoost) against the variance-reduction focus of Random Forest.

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Interview question asked to Data Scientists interviewing at Pinterest, Twitter, Faire and other companies. Original question asked: Compare the convergence behavior of gradient boosting (XGBoost) against the variance-reduction focus of Random Forest..