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A Study of Tuning Hyperparameters for Support Vector Machines.
Yong Quan
Jie Yang
Chengzhou Ye
Published in:
ICCSA (1) (2003)
Keyphrases
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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