Robust and Efficient Uncertainty Aware Biosignal Classification via Early Exit Ensembles.
Alexander CampbellLorena QendroPietro LiòCecilia MascoloPublished in: ICASSP (2022)
Keyphrases
- decision trees
- classification accuracy
- computationally efficient
- support vector
- pattern recognition
- classification scheme
- machine learning
- feature selection
- classification method
- classification models
- pattern classification
- decision rules
- support vector machine svm
- supervised learning
- image classification
- classification systems
- multiple classifier systems
- machine learning methods
- classification rules
- classifier ensemble
- robust optimization
- neural network
- automatic classification
- tree ensembles
- uncertain data
- classification algorithm
- cross validation
- text classification
- active learning
- feature space
- training data