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Enable minority features coalescense in autopytorch #239

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@franchuterivera

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@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).

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