A finite-sample simulation study of cross validation in tree-based models.

Seoung Bum Kim Xiaoming Huo Kwok-Leung Tsui

Published in: Inf. Technol. Manag. (2009)

Keyphrases

cross validation
simulation study
model selection
finite sample
generalization error
hyperparameters
training set
sample size
support vector
prior knowledge
data sets
feature selection
monte carlo
statistical learning
probabilistic model
statistical learning theory