Feature subset selection for kernel SVM classification via mixed-integer optimization.
Ryuta TamuraYuichi TakanoRyuhei MiyashiroPublished in: CoRR (2022)
Keyphrases
- svm classification
- feature subset selection
- mixed integer
- kernel function
- support vector machine
- feature selection
- classification accuracy
- feature subset
- support vector machine svm
- support vector
- linear program
- optimal solution
- lot sizing
- convex hull
- optimization problems
- svm classifier
- image classification
- classification method
- continuous variables
- selection algorithm
- optimization algorithm
- feasible solution
- selected features
- multi objective
- optimization method
- feature space
- machine learning
- input space
- k nearest neighbor