Classification of 12-lead ECGs Using Gradient Boosting on Features Acquired With Domain-Specific and Domain-Agnostic Methods.
Durmus Umutcan UguzFelix BeriefSteffen LeonhardtChristoph Hoog AntinkPublished in: CinC (2020)
Keyphrases
- domain specific
- classification method
- feature extraction
- classification models
- benchmark datasets
- classification accuracy
- feature vectors
- single feature
- support vector
- support vector machine
- feature set
- machine learning methods
- feature space
- cross validation
- feature selection
- feature ranking
- class labels
- machine learning
- svm classifier
- text classification
- linear regression
- supervised learning
- generalization ability
- decision trees