Mixed Integer Linear Programming for Feature Selection in Support Vector Machine.
Martine LabbéLuisa I. Martínez-MerinoAntonio M. Rodríguez-ChíaPublished in: CoRR (2018)
Keyphrases
- mixed integer linear programming
- support vector machine
- feature selection
- branch and bound algorithm
- cutting plane
- mathematical programming
- small sample
- support vector
- svm classifier
- machine learning
- mixed integer nonlinear programming
- mixed integer
- production planning
- feature space
- training data
- knn
- text classification
- lower bound
- feature extraction
- dynamic programming
- feature vectors
- column generation
- optimal solution
- cost function
- special case
- training set