Hybrid hierarchical method for electrocardiogram heartbeat classification.
Hadeer El-SaadawyManal M. TantawiHowida A. ShedeedMohamed F. TolbaPublished in: IET Signal Process. (2018)
Keyphrases
- classification method
- preprocessing
- model selection
- significant improvement
- pattern recognition
- machine learning methods
- support vector machine svm
- classification accuracy
- benchmark data sets
- classification process
- cross validation
- feature set
- pattern classification
- high precision
- accuracy rate
- classification algorithm
- data sets
- hierarchical classification
- detection method
- support vector machine
- pairwise
- objective function
- similarity measure
- machine learning
- machine learning algorithms
- segmentation method
- dimensionality reduction
- decision rules
- high accuracy
- cost function
- feature vectors
- classification scheme
- feature selection