LightGBM icon indicating copy to clipboard operation
LightGBM copied to clipboard

FIGS Tree Growth

Open jamespinkerton opened this issue 2 years ago • 0 comments

Hi. I'm aware of a few applications where the FIGS algorithm is an effective way to grow trees.

The algorithm is described in this paper: https://arxiv.org/abs/2201.11931.

I know that the algorithm has a larger computational complexity than gbdt (by a factor of number of splits), but it's quite good at growing small trees when the underlying structure is additive.

How hard would this be to implement?

Thanks!

jamespinkerton avatar Nov 03 '23 16:11 jamespinkerton