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A decision tree is a model that is both predictive and descriptive. It is called a decision tree because the resulting model is presented in the form of a tree structure. Decision trees are a standard tool in data mining. Decision trees are generally preferred over other nonparametric techniques because of the readability of their learned hypotheses and the efficiency of training and evaluation. Decision trees can be used in many different situations to assist in solving a problem. …
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