Advertisement

Localized SVMs: Oracle Inequalities and Learning Rates

  • Ingrid Karin BlaschzykEmail author
Chapter
  • 14 Downloads

Abstract

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.

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

Copyright information

© Springer Fachmedien Wiesbaden GmbH, part of Springer Nature 2020

Authors and Affiliations

  1. 1.StuttgartGermany

Personalised recommendations