Refactor out ProblemConfig

[TobyBoyne]

Much of the functionality of ProblemConfig has been deferred to the Feature classes. This removes a lot of unnecessary if isinstance(feat, ...) checks, instead relying on each Feature to implement the functionality. Introduces the Ordinal class to make checking for not Categorical simpler, and to share logic across the ordinal features.

Also works towards #42.