A Modified Finite Newton Method for Fast Solution of Large Scale Linear SVMs.
S. Sathiya KeerthiDennis DeCostePublished in: J. Mach. Learn. Res. (2005)
Keyphrases
- newton method
- linear equations
- linear svm
- variational inequalities
- convergence analysis
- quadratic programming
- optimality conditions
- logistic regression
- text categorization
- feature selection
- regularized least squares
- support vector
- nonnegative matrix factorization
- linear models
- support vectors
- hyperplane
- nonlinear programming
- support vector machine
- feature space
- neural network