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Random Forest: R's randomForest package deal embodies the essence of ensemble learning by setting up a large number of selection trees and aggregating their predictions. This mitigates the chance of overfitting and improves the model's capacity to generalize to new, unseen data.Lots of learners struggle with deciding upon projects on R that happen