Classification Algorithms in Sleep Detection - A Comparative Study.
Aleksandra PasiecznaJerzy KorczakPublished in: FedCSIS (2016)
Keyphrases
- classification algorithm
- benchmark datasets
- machine learning algorithms
- decision trees
- computationally efficient
- pattern recognition
- machine learning methods
- automatic detection
- data structure
- theoretical analysis
- object detection
- data reduction
- feature selection
- class labels
- uci machine learning repository
- supervised learning
- terms of classification accuracy
- support vector machine
- classification accuracy
- computational cost
- support vector
- classification scheme
- automatic classification
- shot detection
- classification method
- decision rules
- false positives
- feature extraction
- video sequences
- unsupervised learning
- text classification
- nearest neighbor
- training set