predicted_variance

Pick points with highest variance

Specification

  • Alias: None

  • Arguments: None

Description

The predicted variance metric uses the predicted variance of the Gaussian process surrogate as the score of a candidate point. Thus, the adaptively chosen points will be in areas of highest uncertainty according to the Gaussian process model.