A feature selection method based on multiple feature subsets extraction and result fusion for improving classification performance.
Jia LiuDong LiWangweiyi ShanShulin LiuPublished in: Appl. Soft Comput. (2024)
Keyphrases
- ensemble methods
- feature subset
- ensemble feature selection
- machine learning methods
- classification accuracy
- decision trees
- benchmark datasets
- feature selection
- feature subset selection
- feature space
- feature set
- final classification
- selection algorithm
- irrelevant features
- classification models
- svm classifier
- feature selection algorithms
- pattern recognition
- machine learning
- method for feature selection
- classification algorithm
- support vector machine
- support vector
- feature ranking
- feature vectors
- feature extraction
- text classification
- image classification
- classification method
- training data
- face recognition
- redundant features
- feature relevance
- genetic algorithm