Benchmark on a large cohort for sleep-wake classification with machine learning techniques.
João R. M. PalottiRaghvendra MallMichaël AupetitMichael RueschmanMeghna SinghAarti SathyanarayanaShahrad TaheriLuis Fernández-LuquePublished in: npj Digit. Medicine (2019)
Keyphrases
- machine learning
- sleep stage
- machine learning algorithms
- decision trees
- classification accuracy
- support vector
- machine learning approaches
- classification algorithm
- machine learning methods
- pattern recognition
- classification systems
- training set
- supervised learning
- object classification
- classification scheme
- automatic classification
- class labels
- eeg signals
- classification models
- pattern classification
- unsupervised learning
- image classification
- feature extraction
- benchmark data sets
- neural network
- supervised classification
- support vector machine
- feature space
- classification process
- real world