ECG Artefact Detection Using Ensemble Decision Trees.
Jonathan MoeyersonsCarolina VaronDries TestelmansBertien BuyseSabine Van HuffelPublished in: CinC (2017)
Keyphrases
- decision trees
- random forest
- ensemble methods
- training data
- detection algorithm
- detection method
- random forests
- base classifiers
- signal processing
- automatic detection
- object detection
- machine learning algorithms
- detection accuracy
- machine learning
- predictive accuracy
- detection rate
- decision tree induction
- false positives
- majority voting
- concept drifting data streams
- ensemble classifier
- decision tree algorithm
- decision tree ensembles
- false alarms
- ensemble learning
- data mining methods
- machine learning methods
- decision rules
- cross validation
- logistic regression
- naive bayes
- anomaly detection
- learning algorithm