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

Modify IDataView in AutoML Experiment After Transform and Before Evaluate #7146

Open
superichmann opened this issue May 1, 2024 · 0 comments
Labels
enhancement New feature or request untriaged New issue has not been triaged

Comments

@superichmann
Copy link

superichmann commented May 1, 2024

Is your feature request related to a problem? Please describe.
no

Describe the solution you'd like
Add the option to modify the idataview (such as in preFeaturizer) but a "postFeaturizer" which will transform the idataview after the Transform has occurred on it inside the experiment and before the evaluation metrics are calculated.

Describe alternatives you've considered
Create my own trial runner, if possible and this feature is not planned in automl please provide me with a start code :]

Additional context
Some use cases require alteration of the idataview based on the Score column which is not present before Transform is called.
Another solution would be to add the possibility to call a custom evaluate function based on LINQ

@superichmann superichmann added the enhancement New feature or request label May 1, 2024
@dotnet-policy-service dotnet-policy-service bot added the untriaged New issue has not been triaged label May 1, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request untriaged New issue has not been triaged
Projects
None yet
Development

No branches or pull requests

1 participant