Enable minority features coalescense in autopytorch

[franchuterivera]

Enable the pipeline to ignore the less frequent class. We should do this in a way that the pipeline can learn this. In other words, we should add a step in the pipeline that can ignore an infrequent features with a certain learnable criterion (maybe something like this).

[ravinkohli]

This issue has been resolved with PR #376