Evaluating a hierarchical approach for heartbeat classification from ECG.
Eduardo José da S. LuzLuiz H. C. MerschmannDavid MenottiGladston J. P. MoreiraPublished in: Int. J. Bioinform. Res. Appl. (2017)
Keyphrases
- hierarchical classification
- pattern recognition
- classification method
- decision trees
- pattern classification
- classification systems
- classification accuracy
- machine learning
- ecg signals
- machine learning methods
- classification models
- automatic classification
- object classification
- feature vectors
- support vector
- feature extraction
- classification scheme
- data mining
- hierarchical model
- classification algorithm
- benchmark datasets
- model selection
- training set
- feature space
- machine learning algorithms
- hierarchical clustering
- text classification
- image classification
- support vector machine
- preprocessing
- computer vision
- genetic algorithm
- neural network