Ensemble learning for multi-channel sleep stage classification.
Ghofrane Ben HamoudaLilia RejebLamjed Ben SaidPublished in: Biomed. Signal Process. Control. (2024)
Keyphrases
- multi channel
- ensemble learning
- sleep stage
- generalization ability
- ensemble classifier
- weak learners
- ensemble methods
- support vector machine svm
- sleep apnea
- single channel
- feature selection
- support vector machine
- feature extraction
- machine learning
- pattern recognition
- classification accuracy
- image classification
- benchmark datasets
- high dimensional
- support vector
- decision trees
- svm classifier
- machine learning methods
- back propagation
- classification models
- base classifiers
- supervised learning
- concept drift
- multi class
- feature vectors
- training set
- feature space
- mutual subspace method