fix(regressor): correctly cap the labels in predict #1662
Merged
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Fixes #1657
As @ftmtas212 pointed it out in the issue above, we had a bug in our predict method of our regression pipeline.
Namely, we capped the predicted labels incorrectly, as the code did not account for cases when the maximum of the labels seen during training were negative.
This PR fixes it, by considering the same logic used for capping predicted labels from the bottom. It also adds a documentation for the function.
In the future we should consider using TransformedTargetRegressor, instead of manually manipulating the predictions.