Efficient Model Selection for Sparse Least-Square SVMs

Figure 2

(a) the two-spiral pattern recognized by the RFLSA-SVM using 180 support vectors with 𝜆=1 in (14); (b) the two-spiral pattern recognized by the RFLSA-SVM using 193 support vectors with 𝜆=0.5.

(a)

(b)