Multi-variable estimation-based safe screening rule for small sphere and large margin support vector machine.
Yuzhou CaoYitian XuJunling DuPublished in: Knowl. Based Syst. (2020)
Keyphrases
- support vector machine
- support vector
- small sample
- svm classifier
- feature vectors
- estimation algorithm
- feature selection
- estimation accuracy
- accurate estimation
- multi class
- hyperplane
- machine learning
- unit sphere
- maximum margin
- parameter estimation
- training data
- kernel methods
- classification method
- support vector machine svm
- feature space
- learning algorithm
- decision forest
- neural network
- multi category