This project provides the MATLAB code for Gaussian Process Boosting.
The main m.files you need to run are GPBoosting_sim1d.m and GPBoosting.m.
GPBoosting_sim1d.m produces the plots for one-dimensional 'hajjem' dataset.
GPBoosting.m gives results for three different mean functions: 'hajjem', 'friedman3' and 'linear'.
You need to set the values of sim1, sim2 and sim3 to 1 to run different mean functions.
mandgrapes/GaussianProcessBoosting
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