Generalization Error of a Regression Model for Non-Invasive Blood Pressure Monitoring using a Single Photoplethysmography (PPG) Signal.
Marek ZylinskiEdoardo OcchipintiDanilo P. MandicPublished in: EMBC (2023)
Keyphrases
- regression model
- heart rate
- blood pressure
- generalization error
- model selection
- blood glucose
- cross validation
- intensive care unit
- sample size
- regression analysis
- multivariate regression
- regression methods
- training error
- generalized linear models
- active learning
- training set
- training data
- supervised learning
- gaussian process
- explanatory variables
- learning algorithm
- machine learning
- ecg signals
- learning machines
- risk factors
- upper bound
- interval valued data
- boosting algorithms
- variable selection
- high dimensional
- decision making
- feature selection
- data sets