Classification of ECG arrhythmia using significant wavelet-based input features.
Shivani SaxenaRitu VijayPallavi PahadiyaKumod Kumar GuptaPublished in: Int. J. Medical Eng. Informatics (2023)
Keyphrases
- input features
- machine learning algorithms
- heart rate variability
- classification algorithm
- class labels
- feature values
- beat classification
- feature selection
- classification accuracy
- support vector machine
- machine learning
- ecg signals
- activation function
- support vector
- classification method
- labeled examples
- pattern recognition
- decision trees
- support vector machine svm
- mit bih arrhythmia database
- unsupervised learning
- svm classifier
- feature set
- basis functions
- neural network