Two-Class Classification with Various Characteristics Based on Kernel Principal Component Analysis and Support Vector Machines

Two class pattern classification problems appeared in many applications. In some applications, the characteristic of the members in a class is dissimilar. This paper proposed a classification system for this problem. The proposed system was developed based on the combination of kernel principal comp...

Full description

Bibliographic Details
Main Authors: Ivanna Timotius, Iwan Setyawan, Andreas Febrianto
Format: Article
Language:English
Published: Universitas Indonesia 2011-09-01
Series:Makara Journal of Technology
Subjects:
Online Access:http://journal.ui.ac.id/technology/journal/article/view/208