Statistical criteria for early-stopping of support vector machines.

Tatyana V. Bandos Gustavo Camps-Valls Emilio Soria-Olivas

Published in: Neurocomputing (2007)

Keyphrases

early stopping
support vector
support vector machine
kernel function
logistic regression
loss function
kernel methods
svm classifier
feature selection
optical flow
multi class
image classification
training examples
cross validation
stochastic gradient descent