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ModelOriented / ingredients

Effects and Importances of Model Ingredients
https://modeloriented.github.io/ingredients/
GNU General Public License v3.0
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Effect sizes #144

Closed asheetal closed 2 years ago

asheetal commented 2 years ago

I want to model the effect sizes of predictors. My goal is that along with unexplained effects the sum total must be 100%. And then represent them (grouped) in a sort of pie chart.

Any guidance how should I approach this problem?

hbaniecki commented 2 years ago

Hi @asheetal, am I assuming correctly that you work primarily with statistical models? Reading through your problem, you might want to check out the effectsize package.

asheetal commented 2 years ago

Thanks @hbaniecki for your reply. I saw this package works with bayesian models as well. Can This work with xgboost models also?

hbaniecki commented 2 years ago

I have no clue, you might want to ask in the project's issues.