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

[Feature] Add Correlation Based Feature Selection (CFS Algorithm) #207

Open
ErikBavenstrand opened this issue Apr 5, 2024 · 0 comments
Open
Assignees
Labels
enhancement New feature or request

Comments

@ErikBavenstrand
Copy link
Collaborator

Is your feature request related to a problem? Please describe.
While correlation feature selection already exists in the mleko library, it does not implement the specific algorithm outlined in this thesis: https://www.cs.waikato.ac.nz/~mhall/thesis.pdf

Describe the solution you'd like
I would like to add a feature that implements the specific correlation based feature selection algorithm described in the provided thesis.

Describe alternatives you've considered
An alternative could be to use the existing correlation feature selection, but it may not provide the same results or benefits as the specific algorithm from the thesis.

Additional context
Implementing this specific algorithm would enhance the feature selection capabilities of the mleko library, potentially leading to better modeling results.

@ErikBavenstrand ErikBavenstrand added the enhancement New feature or request label Apr 5, 2024
@ErikBavenstrand ErikBavenstrand self-assigned this Apr 5, 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
Projects
None yet
Development

No branches or pull requests

1 participant