Loss-based estimation with cross-validation: applications to microarray data analysis.
Sandrine DudoitMark J. van der LaanSündüz KelesAnnette M. MolinaroSandra E. SinisiSiew Leng TengPublished in: SIGKDD Explor. (2003)
Keyphrases
- cross validation
- microarray data analysis
- model selection
- microarray data
- microarray
- error estimates
- support vector
- gene selection
- hyperparameters
- cross validated
- generalization error
- training set
- gene expression
- machine learning
- nearest neighbor classifiers
- ls svm
- information theoretic
- gene expression data
- information criterion
- decision trees
- learning algorithm
- neural network