Performance analysis of machine learning algorithms on automated sleep staging feature sets.
Santosh Kumar SatapathyD. LoganathanHari Kishan KondaveetiRamakrushna RathPublished in: CAAI Trans. Intell. Technol. (2021)
Keyphrases
- machine learning algorithms
- feature set
- benchmark data sets
- machine learning
- feature selection
- feature vectors
- learning algorithm
- random forest
- decision trees
- predictive accuracy
- learning problems
- machine learning methods
- feature extraction
- classification accuracy
- feature space
- machine learning approaches
- random forests
- feature types
- machine learning models
- classification models
- learning tasks
- kernel function
- structural features
- standard machine learning algorithms
- meta learning
- multiple features
- machine learning systems
- page layout analysis
- learning models
- computer vision
- individual features
- feature subset
- training data
- class labels
- semi supervised