A Faster Gradient Ascent Learning Algorithm for Nonlinear SVM

Figure 5

The dependency on 𝛾 of the number of iterations required by Platt’s SMO and the variants of the gradient ascent algorithms in discriminating between 𝑆⁽³⁾ and 𝑆⁽¹⁾∪𝑆⁽²⁾.