AutoDES: AutoML Pipeline Generation of Classification with Dynamic Ensemble Strategy Selection.
Yunpu ZhaoPublished in: CoRR (2022)
Keyphrases
- final classification
- classification method
- training set
- classification scheme
- text classification
- feature selection
- automatic classification
- majority voting
- classification accuracy
- support vector machine
- support vector machine svm
- dynamic environments
- ensemble classifier
- selection strategy
- image classification
- feature space
- selection strategies
- pattern recognition
- decision trees
- multiple classifiers
- neural network
- classification algorithm
- pattern classification
- random forest
- support vector
- ensemble selection
- concept drifting data streams
- class labels
- multiple classifier systems
- classifier ensemble
- selection criterion
- classification systems
- machine learning methods
- text categorization
- training samples
- feature set
- feature extraction
- genetic algorithm
- machine learning