Look before you leap: Some insights into learner evaluation with cross-validation.

Gitte Vanwinckelen Hendrik Blockeel

Published in: SSDM@ECML/PKDD (2014)

Keyphrases

cross validation
model selection
hyperparameters
support vector
training set
variable selection
regression problems
cross validated
generalization error
regularization parameter
error estimates
unseen data
leave one out cross validation
information criterion