Improved Generalization from Limiting Attention in a Transformer for Sleep Stage Classification.
Dongyoung KimDong-Kyu KimJeong-Gun LeePublished in: ICEIC (2024)
Keyphrases
- sleep stage
- pattern recognition
- machine learning
- classification accuracy
- decision trees
- classification systems
- classification algorithm
- automatic classification
- text classification
- pattern classification
- feature space
- sleep apnea
- object classification
- feature extraction
- classification rules
- classification method
- support vector machine
- feature selection
- classification rate
- support vector
- classification scheme
- neural network
- machine learning methods
- machine learning algorithms
- support vector machine svm
- image classification
- active learning
- feature vectors
- training set
- decision making