**The Maximum Non-Linear Feature Selection of Kernel Based on Object Appearance**

Mauridhi Hery Purnomo1, Diah P. Wulandari1, I. Ketut Eddy Purnama1 and Arif Muntasa2 *1Electrical Engineering Department – Industrial Engineering Faculty, Institut Teknologi Sepuluh Nopember, Surabaya 2Informatics Engineering Department – Engineering Faculty, Universitas Trunojoyo Madura Indonesia* 
