TWO-CLASS CLASSIFICATION WITH VARIOUS CHARACTERISTICS BASED ON KERNEL PRINCIPAL COMPONENT ANALYSIS AND SUPPORT VECTOR MACHINES - Ivanna Kristianti Timotius; Department of Electronic Engineering, Satya Wacana Christian University, Salatiga 50711, Indonesia (Directorate of Research and Community Engagement, Universitas Indonesia, 2011)