Independent cohort cross-validation of the real-time DISTq estimation of insulin sensitivity.
Paul DochertyJ. Geoffrey ChaseThomas LotzChristopher E. HannGeoffrey M. ShawJuliet E. BerkeleyLisa TeMorengaJim I. MannKirsten A. McAuleyPublished in: Comput. Methods Programs Biomed. (2011)
Keyphrases
- cross validation
- real time
- model selection
- error estimates
- support vector
- hyperparameters
- cross validated
- variable selection
- parameter estimation
- regression problems
- training set
- nearest neighbor classifiers
- generalization error
- regularization parameter
- error estimation
- information criterion
- leave one out cross validation
- diabetes mellitus
- unseen data
- markov random field
- least squares
- control system
- active learning
- learning algorithm
- data mining