Abstract: This tutorial aims to provide an intuitive introduction to Gaussian process regression (GPR). GPR models have been widely used in machine learning applications due to their representation ...

Abstract: This paper presents a comparative evaluation of the performance and training time of ten nonlinear regression algorithms. The primary objective of this analysis was to identify the optimal ...