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A cross-selection instance algorithm

Published in Journal of Intelligent & Fuzzy Systems • Oct 10, 2015
Authors:
Junhai Zhai
,
Li Ta
,
Xizhao Wang

Abstract

Motivated by the idea of cross-validation, a novel instance selection algorithm is proposed in this paper. The novelties of the proposed algorithm are that (1) it cross selects the important instances from the original data set with a committee, (2) it can deal with the problem of selecting instance...

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