GEKPLS Extra Points?

Open khoopes opened this issue 5 years ago • 2 comments

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

Jul 21 '20 18:07 khoopes

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

Jul 23 '20 12:07 relf

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.

Jun 16 '22 05:06 vikram-s-narayan