Automatic Feature Selection for Sleep/Wake Classification with Small Data Sets.
Jérôme FoussierPedro FonsecaXi LongSteffen LeonhardtPublished in: BIOINFORMATICS (2013)
Keyphrases
- small data sets
- decision trees
- data sets
- sleep stage
- classification accuracy
- feature extraction
- support vector
- classification systems
- automatic classification
- machine learning
- classification models
- benchmark datasets
- feature vectors
- class labels
- classification rules
- classification scheme
- object classification
- feature space
- eeg signals
- classification process
- learning vector quantization
- pattern recognition
- feature set
- classification algorithm
- machine learning methods
- support vector machine
- similarity measure