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Add Pareto Frontier Plot Functionality

Open mnagired opened this issue 3 years ago • 2 comments

Create class / function which takes in a two lists of values for separate metrics (e.g. accuracy and disparate impact ratio) and generate + display the Pareto frontier.

Guidance on how to get the Pareto frontier can be found here.

mnagired avatar Sep 07 '22 01:09 mnagired

See also: demo_reject_option_classification.ipynb

I'm thinking it should look vaguely like DecisionBoundaryDisplay where there is a from_estimator classmethod which takes a GridSearchCV class with 2 scorers and looks at the cv_results_

hoffmansc avatar Sep 16 '22 15:09 hoffmansc

Hi @hoffmansc @mnagired, I would like to work on this issue.

MiKueen avatar Sep 22 '23 18:09 MiKueen