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Decision Tree Pruning

Decision Tree Pruning. Problem Statement. We like to output small decision tree Model Selection The building is done until zero training error Option I : Stop Early Small decrease in index function Cons: may miss structure Option 2: Prune after building. Pruning. Input: tree T

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Decision Tree Pruning