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.

Sign up for GitHub

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

Jump to bottom

Potential temporal data leakage in CreateSpacetimeFolds #119

Open
WalidGharianiEAGLE opened this issue Dec 27, 2024 · 0 comments
Open

Potential temporal data leakage in CreateSpacetimeFolds #119

WalidGharianiEAGLE opened this issue Dec 27, 2024 · 0 comments

Comments

@WalidGharianiEAGLE
Copy link

I think that the current implementation of CreateSpacetimeFolds may introduce data leakage due to the leave time out approach on temporal data. Maybe a more structured partitioning approach using a rolling window technique could be more appropriate.
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
None yet
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
1 participant
@WalidGharianiEAGLE