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I saw the excellent work done here and I would like to propose that two new components could be added.
Weakspot Analysis Component : Allows the user to create split on a specific feature of their dataset and examine the performance of the model on each split.
Conformalized Quantile Regression Component: Allows the user to build a Confidence Interval around model predictions an providing an indication for model uncertainty with regards to a specific feature.
I would gladly work on those and make PRs if you think they fit the purpose and ideology of this project.
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Hello there,
I saw the excellent work done here and I would like to propose that two new components could be added.
Weakspot Analysis Component : Allows the user to create split on a specific feature of their dataset and examine the performance of the model on each split.
Conformalized Quantile Regression Component: Allows the user to build a Confidence Interval around model predictions an providing an indication for model uncertainty with regards to a specific feature.
I would gladly work on those and make PRs if you think they fit the purpose and ideology of this project.
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