Sleep stages classification using cardio-respiratory variables.
Asma GasmiVincent AugustoPaul-Antoine BeaudetJenny FaucheuClaire MorinXavier SerpaggiFranck VasselPublished in: CASE (2020)
Keyphrases
- sleep stage
- sleep apnea
- support vector
- automatic classification
- classification accuracy
- target variable
- pattern classification
- classification algorithm
- pattern recognition
- decision trees
- benchmark datasets
- random variables
- cross validation
- multistage
- data sets
- supervised learning
- variable selection
- training set
- classification process
- classification models
- preprocessing
- markov blanket
- classification systems
- classification scheme
- image classification
- machine learning methods
- classification method
- training samples