Distribution-balanced stratified cross-validation for accuracy estimation.

Xinchuan Zeng Tony R. Martinez

Published in: J. Exp. Theor. Artif. Intell. (2000)

Keyphrases

cross validation
model selection
error estimates
support vector
leave one out cross validation
training and test data
unseen data

training set
variable selection
hyperparameters
cross validated
generalization error
roc analysis

regression problems
regularization parameter
classification accuracy
grid search
error estimation
ls svm

error analysis
learning algorithm
correlation coefficient
probability density function
prediction accuracy
feature selection