A Comparison of ECG Waveform Features for the Classification of Normal and Abnormal Heartbeats.
Emilien Le FlahatJean-Christophe BillardEric PlourdePublished in: CinC (2018)
Keyphrases
- feature vectors
- classification accuracy
- feature extraction
- classification models
- feature set
- classification process
- classification method
- feature space
- extracted features
- decision trees
- svm classifier
- input features
- feature values
- feature representation
- extracting features
- automatic classification
- feature weights
- co occurrence
- image features
- class labels
- irrelevant features
- low level
- pattern classification
- classification scheme
- feature analysis
- feature construction
- pattern recognition
- preprocessing
- svm classification
- text classification
- support vector machine
- high dimensionality
- benchmark datasets
- machine learning
- knn
- training data
- support vector
- eeg signals
- feature selection algorithms
- feature subset
- supervised learning
- frequency domain
- training samples