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Computación y Sistemas

Print version ISSN 1405-5546

Abstract

FERNANDEZ HERNANDEZ, Yumilka B. et al. An Approach for Prototype Generation based on Similarity Relations for Problems of Classification. Comp. y Sist. [online]. 2015, vol.19, n.1, pp.109-118. ISSN 1405-5546.  http://dx.doi.org/10.13053/CyS-19-1-2053.

In this paper, a new method for solving classification problems based on prototypes is proposed. When using similarity relations for granulation of a universe, similarity classes are generated, and a prototype is constructed for each similarity class. Experimental results show that the proposed method has higher classification accuracy and a satisfactory reduction coefficient compared to other well-known methods, proving to be statistically superior in terms of classification's precision.

Keywords : Prototype generation; similarity relations; classification.

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