Robust Heartbeat Classification for Wearable Single-Lead ECG via Extreme Gradient Boosting.
Huaiyu ZhuYisheng ZhaoYun PanHanshuang XieFan WuRuohong HuanPublished in: Sensors (2021)
Keyphrases
- gradient boosting
- classification accuracy
- ecg signals
- machine learning
- classification method
- text classification
- decision trees
- heart rate
- model selection
- support vector machine svm
- benchmark datasets
- classification algorithm
- image classification
- class labels
- supervised learning
- support vector machine
- feature extraction