A high-dimensional feature selection method based on modified Gray Wolf Optimization.
Hongyu PanShanxiong ChenHailing XiongPublished in: Appl. Soft Comput. (2023)
Keyphrases
- feature selection
- high dimensional
- detection method
- pairwise
- optimization algorithm
- high accuracy
- mutual information
- constrained optimization
- dimension reduction
- support vector machine
- clustering method
- dimensionality reduction
- feature set
- optimization process
- classification method
- cross validation
- preprocessing
- optimization method
- noisy data
- optimization problems
- clustering algorithm
- significant improvement
- method for feature selection
- k means
- similarity measure
- redundant features
- desirability function
- multi objective
- gray level
- support vector machine svm
- simulated annealing
- neural network
- multi class
- classification accuracy
- cost function