Arrhythmia Classification from the Abductive Interpretation of Short Single-Lead ECG Records.
Tomás TeijeiroConstantino A. GarcíaDaniel CastroPaulo FélixPublished in: CoRR (2017)
Keyphrases
- heart rate variability
- ecg signals
- classification accuracy
- automatic classification
- pattern recognition
- beat classification
- decision trees
- feature extraction
- support vector
- image classification
- machine learning
- pattern classification
- supervised learning
- class labels
- mit bih arrhythmia database
- classification scheme
- classification process
- database
- machine learning algorithms
- support vector machine
- feature vectors
- training set
- preprocessing
- decision rules
- training samples
- classification rate
- explanation based learning
- feature space
- causal reasoning
- neural network
- databases