ECG beat classification using a cost sensitive classifier.
Zahia ZidelmalAhmed AmirouDjaffar Ould AbdeslamJean MerckléPublished in: Comput. Methods Programs Biomed. (2013)
Keyphrases
- cost sensitive
- beat classification
- cost sensitive classification
- cost sensitive learning
- misclassification costs
- fuzzy expert systems
- multi class
- ecg signals
- class dependent
- probability estimates
- support vector machine
- higher order statistics
- mit bih arrhythmia database
- binary classification
- class distribution
- active learning
- naive bayes
- feature space
- error rate
- class imbalance
- feature selection
- support vector
- binary classifiers
- training examples
- training data
- decision trees
- linear classifiers
- training samples
- boosting algorithms
- base classifiers
- image classification
- pairwise
- learning algorithm