A 1-NN preclassifier for fuzzy k-NN rule

A two-stage classification scheme is presented. In the first stage it is decided which of the two rules, 1-NN or fuzzy k-NN, will be used in the second stage. The proposed approach leads to significant acceleration of the learning process as well as the classification phase.

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Bibliographische Detailangaben
Hauptverfasser: Jozwik, A., Chmieleski, L., Cudny, W., Sklodowski, M.
Format: Tagungsbericht
Sprache:eng
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Beschreibung
Zusammenfassung:A two-stage classification scheme is presented. In the first stage it is decided which of the two rules, 1-NN or fuzzy k-NN, will be used in the second stage. The proposed approach leads to significant acceleration of the learning process as well as the classification phase.
ISSN:1051-4651
2831-7475
DOI:10.1109/ICPR.1996.547422