Classification of AAMI heartbeat classes with an interactive ELM ensemble learning approach.
Mohamad Mahmoud Al RahhalYakoub BaziNaif AlajlanSalim MalekHaikel Al-HichriFarid MelganiMansour Abdulaziz Al ZuairPublished in: Biomed. Signal Process. Control. (2015)
Keyphrases
- ensemble learning
- generalization ability
- ensemble classifier
- multiple classifiers
- weak learners
- class labels
- ensemble methods
- support vector machine svm
- classification accuracy
- learning algorithm
- pattern recognition
- decision trees
- individual classifiers
- base classifiers
- machine learning
- benchmark datasets
- feature selection
- feature space
- feature extraction
- classification models
- image classification
- text classification
- multi class
- feature vectors
- support vector
- data sets
- mutual subspace method
- decision stumps
- binary classifiers
- change detection
- classification algorithm
- training set
- neural network