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An analysis of reduced error pruning

Journal of Artificial Intelligence Research, no. 1 (2011): 163-187

Cited: 42|Views13
EI

Abstract

Top-down induction of decision trees has been observed to suffer from the inadequate functioning of the pruning phase. In particular, it is known that the size of the resulting tree grows linearly with the sample size, even though the accuracy of the tree does not improve. Reduced Error Pruning is an algorithm that has been used as a repr...More

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