Investigations on Stability and Overoptimism of Classification Trees by Using Cross-Validation.
Willi SauerbreiPublished in: ISMDA (2001)
Keyphrases
- cross validation
- classification trees
- training set
- model selection
- training data
- decision trees
- regression problems
- regression trees
- logistic regression
- variable selection
- support vector
- generalization error
- inductive learning
- hyperparameters
- data sets
- class distribution
- data mining
- test data
- test set
- machine learning
- regression model
- training examples
- classification accuracy
- active learning
- gaussian process
- random forests
- bayesian networks
- feature selection