Thanks for your reply.
If I don't need to use the 0.5 probability cutoff for outcome classification, what should I use instead?
In the sample, the 0/1 is 50/50 distributed. Actually I can add the file here.
-one column of binary data (0 or 1)
-36 columns of variables which go...