Rules-Based and SVM-Q Methods With Multitapers and Convolution for Sleep EEG Stages Classification.
Ignacio A. ZapataYan LiPeng WenPublished in: IEEE Access (2022)
Keyphrases
- classification method
- support vector machine svm
- support vector
- benchmark datasets
- support vector machine
- feature selection
- classification algorithm
- machine learning
- preprocessing
- decision rules
- machine learning methods
- svm classification
- classification systems
- unbalanced data
- knn
- multi class classification
- model selection
- pattern recognition
- decision trees
- classification performances
- rule extraction
- generalization ability
- sleep stage
- classification models
- svm classifier
- kernel function
- text classification
- multi class
- active learning
- feature vectors
- training set
- feature space