bask.acquisition.VarianceReduction

class bask.acquisition.VarianceReduction

A criterion which tries to find the region where it can reduce the global variance the most.

This criterion is suitable for active learning, where the goal is to uniformly estimate the target function and not only its optimum.

Methods

__call__(X, gp, *args, **kwargs)

Call self as a function.

__init__(*args, **kwargs)