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

GEKPLS Extra Points? #216

Open
khoopes opened this issue Jul 21, 2020 · 2 comments
Open

GEKPLS Extra Points? #216

khoopes opened this issue Jul 21, 2020 · 2 comments
Labels
question

Comments

@khoopes
Copy link

khoopes commented Jul 21, 2020

What are extra points in the context of GEKPLS? The documentation simply says "Number of extra points per training point" What is an extra point and when should I enable them?

Thanks,

Kevin
@relf
Copy link
Member

relf commented Jul 23, 2020

You will find some answers in the paper (the link is broken in the SMT documentation).

@relf relf mentioned this issue Aug 17, 2020
Merged
@relf relf added the question label Sep 8, 2020
@vikram-s-narayan
Copy link

vikram-s-narayan commented Jun 16, 2022 •
edited

extra_points is the number of additional nearby points that are sampled to make a first order Taylor approximation.

when should I enable them?
The power of GEKPLS lies in using these extra points to improve predictions. So always adding a few extra points is good.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Assignees
No one assigned
Labels
question
Projects
None yet
Milestone
No milestone
Development

No branches or pull requests
3 participants
@relf @vikram-s-narayan @khoopes