Abstract: The dependency relationship between μ and the input noise in Huber-SVR is studied using SVR Bayesian evidence framework. First, focus is paid on the cases of Laplacian noise and Uniform noise, and the approximately linear dependencies between μ and the va

Key words: Support vector machines（SVM）, Support vector regression（SVR）, Huber loss function