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Random Forest: R's randomForest package deal embodies the essence of ensemble Understanding by setting up a large number of choice trees and aggregating their predictions. This mitigates the potential risk of overfitting and improves the product's power to generalize to new, unseen details.Clustering is used by companies to detect client groups and