Model selection for the Pulse Decomposition Analysis of fingertip photoplethysmograms.
Timo TiggesAlexandru PielmusMichael KlumAarne FeldheiserOliver HunsickerReinhold OrglmeisterPublished in: EMBC (2017)
Keyphrases
- model selection
- cross validation
- parameter estimation
- machine learning
- error estimation
- statistical learning
- automatic model selection
- model selection criteria
- regression model
- sample size
- bayesian learning
- statistical inference
- variable selection
- selection criterion
- generalization error
- hyperparameters
- mixture model
- decision trees
- feature selection