Multi-task proximal support vector machine ?
Propose highly efficient multi-task proximal support vector machine (MTPSVM). Develop a method to optimize the learning procedure of MTPSVM. Unbalanced MTPSVM is proposed to deal with the unbalanced sample problem. Propose proximal support vector regression (SVR) and multi-task proximal SVR. Extensive experiments demonstrate the effectiveness and efficiency of our MTPSVM.
support vector machines multi-task learning proximal classifiers