Model selection for the LS-SVM. Application to handwriting recognition.

Mathias M. Adankon Mohamed Cheriet

Published in: Pattern Recognit. (2009)

Keyphrases

model selection
cross validation
ls svm
hyperparameters
handwriting recognition
variable selection
parameter estimation
sample size
regression model
gaussian process
feature selection
machine learning
least squares
generalization error
neural network
graph cuts
bayesian inference
support vector