Table 1 The most common kernels

Radial basis function (Gaussians)

$\mathsf{\text{exp}}\mathsf{\text{{}}-\gamma ∥x-x^{\prime }∥\mathsf{\text{}}}$

Sigmoid

tanh $\left(k{x}^T\cdot x^{\prime }-\delta \right)$