Multiple decision-tree strategy for input-error robustness: a simulation of tree combinations

Abstract

This paper illustrates the characteristics of the multiple decision-tree (MDT) model, which we proposed in a previous work. MDT is an extension of the decision-tree model and is proposed for its robustness against input uncertainty. We present simulation results to show that the MDT model is task-independent and outperforms both the conventional decision-tree model and the majority model against noisy inputs.

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Cite this paper

@inproceedings{Yamamoto2000MultipleDS, title={Multiple decision-tree strategy for input-error robustness: a simulation of tree combinations}, author={Kazuhide Yamamoto and Eiichiro Sumita}, booktitle={INTERSPEECH}, year={2000} }