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On p-adic classification
Authors:Patrick Erik Bradley
Institution:1. Institut für Photogrammetrie und Fernerkundung, University Karlsruhe, Englerstr. 7, D-76131, Karlsruhe, Germany
Abstract:A p-adic modification of the split-LBG classification method is presented in which first clusterings and then cluster centers are computed which locally minimize an energy function. The outcome for a fixed dataset is independent of the prime number p with finitely many exceptions. The methods are applied to the construction of p-adic classifiers in the context of learning.
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