CBCH (clustering-based convex hull) for reducing training time of support vector machine.
Pardis BirzhandiHee Yong YounPublished in: J. Supercomput. (2019)
Keyphrases
- convex hull
- support vector machine
- training samples
- hyperplane
- training set
- simple polygon
- data points
- convex sets
- mixed integer
- point sets
- computational geometry
- linear inequalities
- feature selection
- training data
- convex polyhedra
- supervised learning
- minimum distance
- extreme points
- integer points
- kernel function
- svm classifier
- feature vectors
- high dimensional
- feature space
- feature extraction
- face recognition
- decision trees