Development of ensemble learning classification with density peak decomposition-based evolutionary multi-objective optimization.
Seyed Ehsan RoshanShahrokh AsadiPublished in: Int. J. Mach. Learn. Cybern. (2021)
Keyphrases
- ensemble learning
- generalization ability
- evolutionary multi objective optimization
- multiple classifiers
- ensemble methods
- ensemble classifier
- support vector machine
- machine learning methods
- individual classifiers
- weak learners
- multi objective
- support vector machine svm
- text classification
- classification algorithm
- decision trees
- classification accuracy
- pattern recognition
- machine learning
- feature selection
- base classifiers
- classification models
- training samples
- image classification
- feature space
- support vector
- feature extraction
- class labels
- machine learning algorithms
- supervised learning
- feature vectors
- mutual subspace method