Dr. James McCaffrey from Microsoft Research presents a complete end-to-end demonstration of the linear support vector ...

Abstract: Support vector machines (SVMs) are popular learning algorithms ... The proposed method is assessed using 70 datasets of imbalanced classification and compared with several state-of-the-art ...

Since these experiments are considerably expensive and also time consuming, thus it is actually almost impossible to find the exact solution to those problems by using conventional ... suggests ...