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because it combines the predictions of multiple trees, which reduces the variance of the model. Bias-Variance Tradeoff: Random Forest is better at managing the bias-variance tradeoff than Decision Tree. The bias-variance tradeoff refers to the balance between underfitting and overfitting. Decision