Individualized Sleep Stage Classification from Cardiorespiratory Features.
Miriam GoldammerLucas WeberHagen MalbergSebastian ZaunsederPublished in: ISMICT (2019)
Keyphrases
- sleep stage
- classification accuracy
- feature set
- feature vectors
- classification models
- classification process
- classification method
- svm classifier
- feature space
- feature extraction
- feature analysis
- benchmark datasets
- pattern recognition
- feature values
- classification scheme
- extracted features
- class labels
- extracting features
- support vector
- machine learning algorithms
- text classification
- machine learning
- decision trees
- gender classification
- support vector machine
- low level
- discriminating features
- features extraction
- bayesian classifier
- discriminative features
- pattern classification
- machine learning approaches
- feature representation
- automatic classification
- feature selection
- eeg signals
- feature selection algorithms
- roc curve
- naive bayes
- supervised learning
- feature weights
- training data