A Study of Tuning Hyperparameters for Support Vector Machines.

Yong Quan Jie Yang Chengzhou Ye

Published in: ICCSA (1) (2003)

Keyphrases

support vector
hyperparameters
cross validation
model selection
feature selection
image processing
bayesian framework
learning machines
machine learning
lower bound
upper bound
markov random field
kernel function
generalization ability
random sampling