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Share the quantile function between regression and classification #479

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thibaultcordier opened this issue Jul 5, 2024 · 0 comments
Open

Share the quantile function between regression and classification #479

thibaultcordier opened this issue Jul 5, 2024 · 0 comments
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Backlog This is in the MAPIE team development backlog, yet to be prioritised. Contributors welcome 👋🏻 Especially relevant issue/PR for contributors to work on. Other or internal If no other grey tag is relevant or if issue from the MAPIE team

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@thibaultcordier
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thibaultcordier commented Jul 5, 2024 •
edited by Valentin-Laurent
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Is your feature request related to a problem? Please describe.
The function that calculates the quantile for regression and classification is not the same.

-> mapie.utils.compute_quantiles
-> mapie.conformity_scores.interface.BaseConformityScore.get_quantile

Describe the solution you'd like
Reuse one of them for the other task, so you only have to manage one function.
@LacombeLouis LacombeLouis mentioned this issue Jul 5, 2024
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@LacombeLouis LacombeLouis added the Good first issue Easy issue to start to contribute to MAPIE label Jul 15, 2024
@jawadhussein462 jawadhussein462 added Other or internal If no other grey tag is relevant or if issue from the MAPIE team Discussion in progress Discussion ongoing between the Mapie team and the author. labels Nov 7, 2024
@Valentin-Laurent Valentin-Laurent added Contributors welcome 👋🏻 Especially relevant issue/PR for contributors to work on. Backlog This is in the MAPIE team development backlog, yet to be prioritised. and removed Good first issue Easy issue to start to contribute to MAPIE Discussion in progress Discussion ongoing between the Mapie team and the author. labels Jan 2, 2025
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Backlog This is in the MAPIE team development backlog, yet to be prioritised. Contributors welcome 👋🏻 Especially relevant issue/PR for contributors to work on. Other or internal If no other grey tag is relevant or if issue from the MAPIE team
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@Valentin-Laurent @jawadhussein462 @LacombeLouis @thibaultcordier