Private field for default parameters

[sebffischer]

I suggest that Learner should have a private field .default_params where the default parameters are stored. This has the advantage that:

1. When calling $reset() the parameters can also be reset, something I would expect from a method that is called reset
2. We could automatically list the default parameters in the learner description, currently this has to be done manually which is error-prone