hackingmaterials/rocketsled

Consider "backend GP" for uncertainty estimation on non-GP models

Opened this issue · 1 comments

ardunn commented

A GP can be trained on the residuals of predictions in order to estimate uncertainty. This may be superior to bootstrap estimation in terms of computation time at least.

ardunn commented

alternatively, just additionally fitting a gp and using the uncertainty from that.