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Choice Tree: tree() under the tree offer is for teaching a choice Tree in R. Like SVM, the two regression and classification is usually executed by binary recursive partitioning.XGBoost: A further formidable tool in R's arsenal is the xgboost bundle, which implements extreme gradient boosting. This method combines the strengths of various weak lear