An optimal interpolative net based pattern classifier

Torbjørn Eltoft, Rui J. P. de Figueiredo · 2002

In this paper we have developed a statistical pattern classifier, which applies the optimal interpolative network (OI-net), derived by one of the authors based on a generalized Fock space formulation. The classifier is a 3-stage algorithm, which uses an editing operation on the training set, and iteratively updates the net structure till the final solution is obtained. Its performance is demonstrated on two examples.>

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