UQLab Examples ➜ Kriging ➜ Gaussian process regression (GPR)
Correlation families ➜
Learn how to select different correlation families through an introductory Kriging example.
Estimation methods ➜
Learn how to use maximum likelihood or leave-one-out cross-validation as well as various optimization strategies.
Regression model for
Boston housing data set ➜
Apply GPR to create a regression model for the Boston housing data set.