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Let s say our training set consists of n data points in d - dimensional space. At the top node of the tree, we have
Lets say our training set consists of n data points in ddimensional space. At the top node of the tree, we have to pick a split, which involves choosing i a feature and ii a split value along that feature. How many possibilities do we need to try out, roughly? Hint: How many ways to choose a feature? And once we have a feature, what is the effective number of splits?
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