UQLab Examples ➜ Kriging ➜ Kriging from existing data 2: Boston housing
Correlation families ➜
Learn how to select different correlation families through an introductory Kriging example.
Estimation methods and optimization strategies ➜
Learn to use maximum likelihood or leave-one-out cross-validation as well as various optimization strategies.
Kriging from existing data 1: Truss ➜
Create a Kriging surrogate from existing data (the truss structure data set).
GP regression for the
Boston housing data set ➜
Apply GPR to create a regression model for the Boston housing data set.