When Does Diversity Help Generalization in Classification Ensembles?
Yijun BianHuanhuan ChenPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- decision trees
- classifier ensemble
- automatic classification
- support vector
- machine learning
- classification process
- pattern recognition
- classification method
- training set
- classification accuracy
- support vector machine
- supervised learning
- diversity measures
- classification systems
- classification algorithm
- text classification
- feature extraction
- image classification
- feature space
- preprocessing
- pattern classification
- classification models
- training data
- classification scheme
- feature selection
- ensemble classifier
- data sets
- support vector machine svm
- machine learning algorithms
- class labels
- ensemble methods
- genetic algorithm