Improving sleep/wake classification with recurrence quantification analysis features.
Jerome RolinkPedro FonsecaXi LongSteffen LeonhardtPublished in: Biomed. Signal Process. Control. (2019)
Keyphrases
- feature vectors
- feature extraction
- feature analysis
- feature space
- classification accuracy
- classification process
- classification method
- feature set
- features extraction
- classification models
- statistical analysis
- feature selection
- automatic analysis
- pattern recognition
- principal component analysis
- supervised learning
- machine learning
- benchmark datasets
- class labels
- irrelevant features
- feature construction
- classification rate
- training data
- sleep stage
- correspondence analysis
- data analysis
- eeg signals
- training set
- image features
- support vector machine svm
- model selection
- text classification