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GEKPLS Extra Points? #216

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

GEKPLS Extra Points? #216

khoopes opened this issue Jul 21, 2020 · 2 comments
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@khoopes
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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
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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
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@relf relf added the question label Sep 8, 2020
@vikram-s-narayan
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vikram-s-narayan commented Jun 16, 2022 •
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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.

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@relf @vikram-s-narayan @khoopes