Model Selection For EHR Laboratory Tests Preserving Healthcare Context and Underlying Physiology.
David J. AlbersRimma PivovarovJ. Michael SchmidtNoemie ElhadadGeorge HripcsakPublished in: AMIA (2015)
Keyphrases
- model selection
- cross validation
- error estimation
- sample size
- electronic health records
- hyperparameters
- bayesian learning
- mixture model
- parameter estimation
- selection criterion
- statistical learning
- meta learning
- variable selection
- feature selection
- subspace information criterion
- statistical inference
- gaussian process
- motion segmentation
- regression model
- machine learning
- generalization error
- bayesian methods
- probability distribution
- information criterion
- model selection criteria
- automatic model selection
- graphical models
- similarity measure
- decision trees
- bayesian information criterion
- marginal likelihood
- data mining