Let me know how you get on with the wi? I won't be able to test until tomorrow so will post my findings, if any, then?
I found this whch explains in more detail:
http://www.csie.ntu.edu.tw/~cjlin/papers/libsvm.pdf
See section 6 - Unbalanced Data and Solving the Two-variable (page 26)