Validating clinical terminology structures: integration and cross-validation of Read Thesaurus and GALEN.
Jeremy RogersColin PriceAlan L. RectorW. D. SolomonNick SmejkoPublished in: AMIA (1998)
Keyphrases
- cross validation
- model selection
- domain specific
- support vector
- hyperparameters
- cross validated
- variable selection
- regression problems
- training set
- error estimates
- machine learning
- information criterion
- generalization error
- nearest neighbor classifiers
- controlled vocabulary
- binary classifiers
- unseen data
- ls svm
- regularization parameter
- database
- data mining