Arrhythmia classification using RR intervals: Improvement with sinusoidal regression feature.
Heike LeutheuserStefan GradlBjörn M. EskofierAndreas TobolaNadine LangLars AnnekenMartin ArnoldStephan AchenbachPublished in: BSN (2015)
Keyphrases
- feature vectors
- model selection
- classification accuracy
- automatic classification
- feature set
- machine learning
- support vector
- neural network
- feature analysis
- feature values
- regression problems
- preprocessing
- pattern recognition
- feature extraction
- support vector machine svm
- regression model
- supervised feature selection
- feature subset
- numeric values
- pattern classification
- classification method
- classification algorithm
- unsupervised learning
- support vector machine
- classification models
- feature representation
- cross validation
- svm classification
- feature weights
- feature space