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In population-based studies, C-reactive protein (CRP)—an acute phase reactant—is commonly used as a proxy for chronic low-grade inflammation1,2. Low-grade inflammation plays a key role in the development of a wide range of disease such as type 2 diabetes (T2D)3,4, coronary heart and...
SVR contains two key hyperparameters: the kernel, and a way to control the slack in the margins, denoted as ϵ. Allowing for the slack in the margins allows for dealing with the case when not all data fits within the margins around the hyperplane. This value was left at the default of...