Kernel Stability for Model Selection in Kernel-Based Algorithms.

Yong Liu Shizhong Liao Hua Zhang Wenqi Ren Weiping Wang

Published in: IEEE Trans. Cybern. (2021)

Keyphrases

model selection
kernel machines
generalization bounds
cross validation
learning algorithm
kernel methods
support vector
sample size
kernel matrix
bayesian learning
parameter estimation
regression model
kernel function
statistical inference
error estimation
variable selection
mixture model
model selection criteria