An evolutionary multiobjective method based on dominance and decomposition for feature selection in classification.
Jing LiangYuyang ZhangKe ChenBoyang QuKunjie YuCaitong YuePonnuthurai Nagaratnam SuganthanPublished in: Sci. China Inf. Sci. (2024)
Keyphrases
- feature selection
- classification accuracy
- feature set
- multi objective
- support vector machine
- machine learning
- classification method
- support vector machine svm
- method for feature selection
- decomposition method
- model selection
- classification process
- preprocessing
- feature extraction
- discriminative features
- mutual information
- feature vectors
- cross validation
- text classification
- feature space
- knn
- unsupervised learning
- irrelevant features
- objective function
- accurate classification
- bayes classifier
- similarity measure
- feature weighting
- feature selection and classification
- feature ranking
- multiobjective optimization
- training samples
- classification rate
- feature selection algorithms
- feature subset
- classification algorithm
- support vector
- text categorization