Estimating misclassification error with small samples via bootstrap cross-validation.
Wenjiang J. FuRaymond J. CarrollSuojin WangPublished in: Bioinform. (2005)
Keyphrases
- cross validation
- misclassification error
- small samples
- generalization error
- model selection
- sample size
- hyperparameters
- binary classification
- variable selection
- regression model
- regression problems
- feature selection
- machine learning
- training set
- regression trees
- support vector
- neural network
- data mining
- support vector machine
- gaussian process
- ls svm