Consensus features nested cross-validation.
Saeid ParvandehHung-Wen YehMartin P. PaulusBrett A. McKinneyPublished in: Bioinform. (2020)
Keyphrases
- cross validation
- model selection
- selected features
- variable selection
- support vector
- feature vectors
- regression problems
- cross validated
- regularization parameter
- feature space
- training set
- hyperparameters
- error estimates
- information criterion
- unseen data
- feature set
- multi class
- feature extraction
- feature selection
- generalization error
- least squares
- decision trees
- database