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Created page with "== Introduction == A Decision Tree is a supervised machine learning algorithm used for both classification and regression tasks. It is a tree-like model of decisions and their possible consequences, including chance event outcomes, resource costs, and utility. Decision trees are highly popular due to their simplicity, interpretability, and ability to handle both numerical and categorical data. == Structure of a Decision Tree == A decision tree consists of three ma..."