New Features
refit()now allows not specifyingxandy, in which case the training
data will be used to refit the model with the optimal parameters found through
cross-validation.
Bug Fixes
score()now correctly handles the case where the classes in the training and
test data do not match, which can happen when scoring on a subset of the data
set.