Localized SVMs: Oracle Inequalities and Learning Rates
- 14 Downloads
The aim of this chapter is to derive global learning rates for localized SVMs. In Section 4.1 we begin with a motivation of the statistical analysis from Section 4.2, in which we establish finite sample bounds and derive local learning rates. In Section 4.3, we present the main results and compare the obtained rates in Section 4.4.
Unable to display preview. Download preview PDF.