I have a positive class that I trained use one-class-classification (libsvm-library). How can I test (svmpredict) using negative class and then using positive class separately or testing the one-class is true or not?
I believe you have to train your classifier for both - positive and negative examples first, then you can evaluate the performance separately on positive and then negative examples only. Never the less I would evaluate the test performance both pos & neg examples in a single set.