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Add fast frugal trees

Open BTopcuoglu opened this issue 5 years ago • 5 comments

  • Create new models to be used
  • Test with real data

BTopcuoglu avatar Jun 24 '20 23:06 BTopcuoglu

I'd like to help with this if it's cool with yall

JMAStough avatar Aug 28 '20 14:08 JMAStough

I'd like to help with this if it's cool with yall

@JMAStough Awesome! Sorry we didn't notice your comment until just now. I believe these would be custom models to implement, see caret docs here: https://topepo.github.io/caret/using-your-own-model-in-train.html. Maybe @BTopcuoglu knows more about the details.

Let us know if you have any questions about the newly refactored code base.

kelly-sovacool avatar Sep 09 '20 18:09 kelly-sovacool

Note: @zenalapp is working on L1 logit for #154

kelly-sovacool avatar Oct 14 '20 20:10 kelly-sovacool

L1 logistic regression is now supported since we switched to glmnet (#154). We should probably document which custom hyperparameters the user needs to provide to pick L1 vs L2.

kelly-sovacool avatar Nov 13 '20 15:11 kelly-sovacool

Yes I think that should be in the hyperparameter tuning vignette.

zenalapp avatar Nov 13 '20 15:11 zenalapp