The initial value of SCAD SVM is the solution of a standard SVM 
given by Dr. Chih-Jen's LIBSVM algorithm (version 2.33). It is 
able to deal with both 2-class and multi-class problems. 

please refer to 
    http://www.csie.ntu.edu.tw/~cjlin/libsvm 
for more information.