Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Adaptation of Conditional CP method to classification #499

Open
Damien-Bouet opened this issue Jul 30, 2024 · 0 comments
Open

Adaptation of Conditional CP method to classification #499

Damien-Bouet opened this issue Jul 30, 2024 · 0 comments
Assignees
Labels
Classification Related to classification Enhancement Type: enhancement (new feature or request) Source: developers Proposed by developers. Work in progress The MAPIE team is working on this.

Comments

@Damien-Bouet
Copy link
Collaborator

Is your feature request related to a problem? Please describe.
The method, implemented to answer the issue #449, only works for regression.

Describe the solution you'd like
We would like to use a similar approach to create prediction sets.

Describe alternatives you've considered
The method is just based on the conformity scores. It could easily use classification conformity scores, with minor adaptations.

@Damien-Bouet Damien-Bouet added Enhancement Type: enhancement (new feature or request) Source: developers Proposed by developers. labels Jul 30, 2024
@Damien-Bouet Damien-Bouet self-assigned this Jul 30, 2024
@jawadhussein462 jawadhussein462 added the Classification Related to classification label Nov 7, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
Classification Related to classification Enhancement Type: enhancement (new feature or request) Source: developers Proposed by developers. Work in progress The MAPIE team is working on this.
Projects
None yet
Development

No branches or pull requests

3 participants