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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Hauptverfasser: | , , , |
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Format: | Tagungsbericht |
Sprache: | eng |
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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. |
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ISSN: | 1051-4651 2831-7475 |
DOI: | 10.1109/ICPR.1996.547422 |