A Multi-Surrogate Assisted Salp Swarm Feature Selection Algorithm with Multi-Population Adaptive Generation Strategy for Classification.
Zikang YuHongbin DongTianyu GuoBingxu ZhaoPublished in: ACML (2023)
Keyphrases
- feature selection algorithms
- feature selection
- multi population
- feature set
- selection criterion
- irrelevant features
- feature subset
- pattern recognition
- selection algorithm
- genetic algorithm
- classification accuracy
- text classification
- data sets
- image classification
- support vector machine svm
- decision trees
- knn
- high dimensionality
- feature vectors
- classification models
- support vector
- mutual information
- dimensionality reduction
- particle swarm optimization
- model selection
- machine learning algorithms
- classification method
- high dimensional
- feature extraction
- feature subset selection
- machine learning