A new formulation for second-order cone programming support vector machine.
Zemin ZongXuewen MuPublished in: Int. J. Mach. Learn. Cybern. (2024)
Keyphrases
- support vector machine
- quadratic programming
- semidefinite programming
- multi class
- support vector
- support vector machine svm
- convex optimization
- small sample
- kernel methods
- svm classifier
- k nearest neighbor
- machine learning
- lp norm
- optimization procedure
- training data
- feature space
- stock market prediction
- high classification accuracy
- interior point methods
- feature selection
- hyperplane
- classification method
- generalization ability
- feature vectors
- special case
- radial basis function
- classification accuracy
- decision forest
- structured output
- probabilistic formulation
- data sets
- principal component analysis