SVM Training: Second-Order Cone Programming versus Quadratic Programming.
Rameswar DebnathHaruhisa TakahashiPublished in: IJCNN (2006)
Keyphrases
- quadratic programming
- svm training
- support vector machine
- generalization ability
- ls svm
- linear programming
- support vectors
- kernel methods
- svm classifier
- support vector
- k nearest neighbor
- machine learning
- support vector machine svm
- decomposition method
- least squares
- kernel function
- data sets
- feature space
- training algorithm
- training data
- feature selection
- test set
- linear program
- closed form
- feature extraction
- face recognition
- neural network