Inter-patient heartbeat classification based on region feature extraction and ensemble classifier.
Haotian ShiHaoren WangFei ZhangYixiang HuangLiqun ZhaoChengliang LiuPublished in: Biomed. Signal Process. Control. (2019)
Keyphrases
- feature extraction
- ensemble classifier
- feature vectors
- pattern recognition
- classification models
- image classification
- support vector machine svm
- decision trees
- feature selection
- preprocessing
- support vector machine
- ensemble methods
- classification accuracy
- feature set
- random forest
- preprocessing step
- ensemble learning
- training set
- machine learning methods
- feature space
- inter patient
- image processing
- classification algorithm
- machine learning
- principal component analysis
- benchmark datasets
- natural images
- text classification
- ct images
- support vector
- training data
- face recognition
- generalization ability
- concept drift
- dimensionality reduction
- image features