Research on the ensemble feature selection algorithm based on multimodal optimisation techniques.
Yan-li WangBo-Yang QuJing LiangYi HuYunpeng WeiPublished in: Int. J. Bio Inspired Comput. (2021)
Keyphrases
- feature selection algorithms
- feature selection
- irrelevant features
- data sets
- feature ranking
- ensemble methods
- imbalanced datasets
- ensemble learning
- feature set
- selection criterion
- selected features
- selection algorithm
- training data
- random forest
- feature subset
- text categorization
- mutual information
- support vector machine
- support vector
- machine learning
- imbalanced data
- classification accuracy
- learning models
- pattern recognition
- evolutionary algorithm
- data mining
- learning algorithm
- ensemble classifier
- artificial neural networks
- model selection
- base classifiers
- classification models
- supervised learning
- text classification