Skip to content

/ fastshap

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

Jump to bottom

Add option to use LinearSHAP for (generalized) linear models #2

Closed
bgreenwell opened this issue Dec 26, 2019 · 0 comments
Closed

Add option to use LinearSHAP for (generalized) linear models #2

bgreenwell opened this issue Dec 26, 2019 · 0 comments
Labels
enhancement

Comments

@bgreenwell
Copy link
Owner

@bgreenwell bgreenwell commented Dec 26, 2019 •
edited

Exact contributions can be obtained easily using predict(lm_fit, type = "terms"); note however, that the model should be additive in this case (i.e., no interaction effects).
@bgreenwell bgreenwell changed the title Exact method for linear models Add option to use exact contributions for linear models Dec 26, 2019
@bgreenwell bgreenwell changed the title Add option to use exact contributions for linear models Add option to use LinearSHAP for (generalized) linear models Dec 26, 2019
@bgreenwell bgreenwell closed this Jan 3, 2020
Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
enhancement
Projects
None yet
Milestone
No milestone
Linked pull requests

Successfully merging a pull request may close this issue.

None yet
1 participant
@bgreenwell
You can’t perform that action at this time.