Mixed integer linear programming for feature selection in support vector machine.
Martine LabbéLuisa I. Martínez-MerinoAntonio M. Rodríguez-ChíaPublished in: Discret. Appl. Math. (2019)
Keyphrases
- mixed integer linear programming
- support vector machine
- feature selection
- branch and bound algorithm
- cutting plane
- support vector
- mathematical programming
- mixed integer
- small sample
- svm classifier
- feature space
- production planning
- text classification
- machine learning
- feature extraction
- mixed integer nonlinear programming
- maximum margin
- optimal solution
- training set
- approximate solutions
- lower bound
- knapsack problem
- branch and bound
- feature vectors
- decision trees
- genetic algorithm