DocumentCode :
3721613
Title :
Prototypes selection based on similarity relations for classification problems
Author :
Mabel Frias;Yaima Filiberto;Yumilka Fernandez;Yaile Caballero;Rafael Bello
Author_Institution :
Department of Computer Science, Universidad de Camag?ey, Cuba
fYear :
2015
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, a new method for solving classification problems based on prototypes is proposed. When using similarity relations for the granulation of the universe, similarity classes are generated and a prototypes is selected for each similarity class. Experimental results showing the performance of our method and comparing accuracy against other prototype selection methods reported.
Keywords :
"Chlorine","Prototypes","Iris","Sonar","Automobiles"
Publisher :
ieee
Conference_Titel :
Engineering Applications - International Congress on Engineering (WEA), 2015 Workshop on
Type :
conf
DOI :
10.1109/WEA.2015.7370130
Filename :
7370130
Link To Document :
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