Large-scale linear nonparallel support vector machine solver
L2-TWSVM is a Linear Nonparallel Support Vector Machine for large-scale data analysis. Computing and storing large inverse matrices are not required by L2-TWSVM. Dual coordinate descent method is suitable for this model. Linear TWSVM, TBSVM and L1-SVM are the special cases of L2-TWSVM.
large-scale nonparallel support vector machines dual coordinate descent classification