I have a dataset on a particular domain and I want to do a one class-class classification with LibSVMLIBSVM (wrapper) in wekaWeka. I have trained the classifier, but the problem is, when I test it with a different dataset than the test set , I get all of them as correctly classified (which I know they are topically different from the training data so no way of correctly classifying). I experimented changing the gamma and the nu$\nu$ parameter but I can't make a reliable model. What
What could be the reason for this?