Detecting Atrial Fibrillation from Single-Lead ECG Using Unbalanced Multi-classification Support Vector Machine.
Xinming MeiNini RaoQuanchi LiCheng-Si LuoKipkurui Felix BiwottHongxiu JiangPublished in: ICMLT (2019)
Keyphrases
- support vector machine
- heart rate variability
- svm classifier
- support vector
- atrial fibrillation
- support vector machine svm
- feature vectors
- classification algorithm
- training set
- classification method
- ecg signals
- feature space
- classification accuracy
- image classification
- machine learning
- feature extraction
- image segmentation
- image processing
- extracted features
- feature selection