Severity classification of obstructive sleep apnea using only heart rate variability measures with an ensemble classifier.
Md Juber RahmanRuhi MahajanBashir I. MorshedPublished in: BHI (2018)
Keyphrases
- ensemble classifier
- heart rate variability
- classification models
- feature selection
- obstructive sleep apnea
- spectral analysis
- support vector
- classification accuracy
- machine learning
- ensemble learning
- random forest
- pattern recognition
- support vector machine
- concept drift
- decision trees
- training samples
- ensemble methods
- feature space
- heart rate
- feature extraction
- neural network
- classification algorithm
- machine learning methods
- positive and negative
- image classification
- eeg signals