A Note on the Generalization Performance of Kernel Classifiers with Margin.

Theodoros Evgeniou Massimiliano Pontil

Published in: ALT (2000)

Keyphrases

kernel classifiers
support vector
decision functions
learning machines
training set
loss function
perceptron algorithm
support vector machine
feature extraction
training data
objective function
kernel methods
generalization bounds
mistake bound