Bayesian Optimization GP vs standalone GP
Hi, I'm trying to understand the behavior of gaussian process models in the "gaussian process" vs "bayesian optimization" platforms (JMP Pro 19.0.1 ) Fitting these simple simulated (deterministic) data: With Gaussian Process: with Bayesian Optimization Why is the confidence region for the BO model not shrinking to 0 at the data points, like I see in the GP model? thanks Matteo ps. This i...