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Sort loss configs #139

@sfluegel05

Description

@sfluegel05

BCE

Currently, we have several BCE-related configs. Some need to be updated after #132, some have been introduced in #130.

Goal

Have exactly two configs for BCE:

  • An unweighted BCE bce_unweighted.yml
  • A weighted BCE bce_weighted.yml that uses the same beta as in the Chebifier paper

If someone wants another BCE variation, I'd say they should write the config file themselves.

@schnamo Are there other BCE configurations (for non-multilabel problems) that you would like to include as "standard configurations"?

Other loss configs

  • weighting_chebi100.yml is clearly outdated
  • focal_loss_12.yml seems very specific - why do we need a number of classes for multilabel @schnamo? The implementation says that is only needed for multiclass problems.
  • The rest can stay as it is imo

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