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Reusable components in decision tree induction algorithms
2011
Computational statistics (Zeitschrift)
We propose a generic decision tree framework that supports reusable components design. The proposed generic decision tree framework consists of several sub-problems which were recognized by analyzing well-known decision tree induction algorithms, namely ID3, C4.5, CART, CHAID, QUEST, GUIDE, CRUISE, and CTREE. We identified reusable components in these algorithms as well as in several of their partial improvements that can be used as solutions for sub-problems in the generic decision tree
doi:10.1007/s00180-011-0242-8
fatcat:37piziekzvgx3deag4vd6rgsby