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The two plots in this figure show the contradiction between the RSS and the curvature measure with respect to: (a) the kernel parameter σ, and (b) the regularization parameter λ in Kernel Ridge Regression. The Boston Housing data-set [5] is used in this example. Note that in both cases, while one criterion increases, the other decreases. Thus, a compromise between the two criteria ought to be determined.
