Structural Risk Minimization and Rademacher Complexity for Regression.

Davide Anguita Alessandro Ghio Luca Oneto Sandro Ridella

Published in: ESANN (2012)

Keyphrases

structural risk minimization
support vector
empirical risk minimization
support vector regression
support vector machine
data dependent
regression model
cross validation
loss function
rates of convergence
feature selection
training set
knn
support vector machine svm
kernel methods
support vectors
vc dimension