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Given a training dataset with N features, is the number of nodes in any decision tree learned from this dataset guaranteed to be lesser than

Given a training dataset with N features, is the number of nodes in any decision tree learned from this dataset guaranteed to be lesser than or equal to N? Why or why not? Brie y explain.

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