This package is an implementation of a linear svm solver with a wide class of regularizations on the svm weight vector (l1, l2, mixed norm l1-lq, adaptive lasso). We provide solvers for the classical single task svm problem and for multi-task with joint feature selection or similarity promoting term.
Initial Announcement on mloss.org.
- Operating System:
- Data Formats:
Any Format Supported By Matlab
Support Vector Machines,
Gradient Based Learning,
Generalized Linear Models,
Multiclass Support Vector Machine,