Classification of 12-lead ECG With an Ensemble Machine Learning Approach.
Matteo BodiniMassimo Walter RivoltaRoberto SassiPublished in: CinC (2020)
Keyphrases
- machine learning
- machine learning methods
- decision trees
- feature selection
- classification accuracy
- training set
- pattern recognition
- support vector machine
- machine learning algorithms
- final classification
- text classification
- supervised learning
- supervised machine learning
- classification systems
- machine learning approaches
- learning algorithm
- model selection
- unsupervised learning
- ensemble methods
- benchmark datasets
- classifier ensemble
- concept drifting data streams
- training data
- supervised classification
- neural network
- feature extraction
- multiple classifier systems
- multiple classifiers
- feature vectors
- image classification
- classification models
- support vector machine svm
- concept drift
- automatic classification
- classification scheme
- data sets
- random forest
- active learning
- ensemble classifier
- majority voting
- text categorization
- classification method
- monitoring system
- cross validation