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

Improve train/test split #248

Open
mastoffel opened this issue Sep 26, 2024 · 0 comments
Open

Improve train/test split #248

mastoffel opened this issue Sep 26, 2024 · 0 comments

Comments

@mastoffel
Copy link
Collaborator

mastoffel commented Sep 26, 2024

There's a lot to improve in our training / test set split in data_splitting.py:

  • the data is always split. However, we would want test_set_size=0 to work, so there's no split and AutoEmulate uses the full data as training data.
  • data is randomly shuffled before being split. For temporal data, grouped data etc. we want more sophisticated splitting techniques.
@mastoffel mastoffel changed the title make it possible to have no train/test split Improve train/test split Nov 28, 2024
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

1 participant