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 specificity function #18

Open
MichaelRoeder opened this issue Apr 27, 2021 · 0 comments
Open

Improve specificity function #18

MichaelRoeder opened this issue Apr 27, 2021 · 0 comments

Comments

@MichaelRoeder
Copy link
Member

The search for invariant expressions uses a function g that is defined as the harmonic mean of the variance-inspired measure h' for all positive graph examples and 1 minus the negative graph examples. h' summarizes the quality of lambda across the negative examples. This might be not so good since it may hide that lambda is an invariant for a lot of the negative examples - but not for all. Maybe extending 'g' to have several runs of h' for each of the negative example types (i.e., for the set of graphs that come from the same graph generator). This should prefer expressions that are invariant in non of the negative examples.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Projects
None yet
Development

No branches or pull requests

1 participant