Differences between classification and regression trees
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For binary splits however, the standard CART procedure is used. Thus classification trees are used when the response or target variable is categorical in nature. Regression trees are needed when the response variable is numeric or continuous. ... It is the target variable that determines the type of decision tree needed.
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