Changed stats recorded so that an entire trained classifier is saved, not just some of its parameters. Updated analysis code to reflect that.
Updated conf file with optimal SVM params from grid search. Reduced the chunk of thesaurus held in memory (max_neighbours=10), set SVM to learn probabilities (needed for new-style classificational vectors) and reduced the number of training documents (previously a list, now just one value)