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Model fitting for small skin permeability data sets: hyperparameter optimisation in Gaussian Process Regression
Ashrafi, Parivash; Sun, Yi; Davey, Neil; Adams, Roderick; Wilkinson, Simon C; Moss, Gary Patrick (2018-02-14)Objectives The aim of this study was to investigate how to improve predictions from Gaussian Process models by optimising the model hyperparameters. Methods Optimisation methods, including Grid Search, Conjugate Gradient, ...