Linear Programming v-Nonparallel Support Vector Machine.
Guangyu ZhuPeng ZhangPublished in: IIKI (2014)
Keyphrases
- linear programming
- support vector machine
- quadratic programming
- linear program
- multi class
- svm classifier
- machine learning
- nonlinear programming
- support vector machine svm
- primal dual
- stock market prediction
- support vector
- kernel methods
- feasible solution
- high classification accuracy
- training data
- svm classification
- kernel function
- integer programming
- column generation
- k nearest neighbor
- dynamic programming
- np hard
- feature vectors
- training set
- objective function
- feature selection
- decision forest
- constraint propagation
- decision boundary
- support vector regression
- generalization ability
- knn
- algorithm for linear programming
- data sets
- multi class support vector machines
- soft margin
- simplex algorithm
- linear arithmetic constraints
- classification method
- network flow
- optimal parameters
- database
- feature space
- multiscale
- similarity measure
- real time