Browsing by Author "Shi, Haijian"

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  • Best-first Decision Tree Learning

    Shi, Haijian (The University of Waikato, 2007)
    In best-first top-down induction of decision trees, the best split is added in each step (e.g. the split that maximally reduces the Gini index). This is in contrast to the standard depth-first traversal of a tree. The ...