Evaluation of bagging ensemble method with time-domain feature extraction for diagnosing of arrhythmia beats.
Ahmet MertNiyazi Zekiye KilicAydin AkanPublished in: Neural Comput. Appl. (2014)
Keyphrases
- ensemble methods
- feature extraction
- prediction accuracy
- ensemble learning
- decision trees
- base classifiers
- random forests
- rotation forest
- machine learning methods
- benchmark datasets
- random forest
- classifier ensemble
- frequency domain
- bootstrap sampling
- majority voting
- ensemble members
- generalization ability
- ensemble classification
- base learners
- multilabel classification
- randomized trees
- decision tree ensembles
- ensemble classifier
- feature space
- image processing
- class labels
- data mining
- subspace methods
- feature set
- feature vectors
- feature selection
- genetic algorithm