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Random Forest: R's randomForest bundle embodies the essence of ensemble learning by setting up a large number of decision trees and aggregating their predictions. This mitigates the risk of overfitting and enhances the design's power to generalize to new, unseen knowledge.This could range between the simplicity of linear regression for the complexi