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or via cross-validation, and the Tree selection proceeds only after this evaluation has been done. ID3 The Iterative Dichotomiser 3 (ID3) is a DT algorithm that is mainly used to produce Classification Trees. Since it hasn’t proved to be so effective building Regression Trees in its raw data, ID3