Figure 3
From: Supervised prediction of drug-induced nephrotoxicity based on interleukin-6 and -8 expression levels
Classification performance of a support vector machine with a radial-basis-function kernel for different parameter values. We performed a two-dimensional grid search for the optimum values of the C and γ parameters of a SVM classifier with RBF kernel. Shown are the results for (a) different C values, while keeping γ = 102; and (b) different γ values, while keeping C = 102. In this example, the optimum parameters are C = 102 and γ = 102.