Research Article

Gaussian Pyramid for Nonlinear Support Vector Machine

Table 6

Performance measures of ARTSVM.

DatabaseR (%) (noise ratio)#SamplesACC

Spam0(4601 × 57)85.04
Abalone0(4177 × 8)86.11
Spam10(4601 × 57)83.26
Abalone10(4177 × 8)83.55
Spam30(4601 × 57)81.05
Abalone30(4177 × 8)80.19