Machine Learning, Uc Berkeley, Random Forest, Decision Tree, Ensemble Learning.
where we sample observations with replacement from the original datasets to create several different datasets. But if we combine the N predictions into one prediction by averaging them, the variance of the combined prediction will be σ^(2/N). Hence, averaging out the predictions of multiple