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Give learners "tags" like in mlr3pipelines

Open sebffischer opened this issue 2 years ago • 2 comments

I think it would be a good addition to tag learners according to the category to which they belong. E.g. in mlr3extralearners we have many different implementations of very similar algorithms.

Tags I am thinking about are:

  • Bayesian
  • Boosting
  • Neural Network
  • Decision Tree
  • Ensemble Method
  • Random Forest

...

This could also be used in the learner help pages to suggest similar learners in the "seealso" section

sebffischer avatar May 11 '22 14:05 sebffischer

Where are these tags stored? In the learner or the dictionary? seealso doesn't work across packages.

mllg avatar May 11 '22 16:05 mllg

In mlr3pipelines they are stored in the PipeOp. Ok then maybe not in seealso but somewhere else in the description

sebffischer avatar May 12 '22 07:05 sebffischer