Cardiac Rhythm Classification from a Short Single Lead ECG Recording via Random Forest.
Ruhi MahajanRishikesan KamaleswaranJohn Andrew HoweOguz AkbilgicPublished in: CinC (2017)
Keyphrases
- random forest
- decision trees
- feature set
- fold cross validation
- cancer classification
- random forests
- feature importance
- ecg signals
- decision tree learning algorithms
- ensemble classifier
- text classification
- feature reduction
- heart rate variability
- feature extraction
- classification accuracy
- feature ranking
- mit bih arrhythmia database
- machine learning
- classification models
- ensemble methods
- multi label
- neural network
- cost sensitive
- benchmark datasets
- image classification
- feature space
- feature selection
- prediction accuracy
- machine learning algorithms
- naive bayes
- text categorization
- support vector machine
- feature vectors
- training set