中文说明：本包包含了完整的SVM工具包和自己独立完成的SVM直接求解与对偶问题求解的比较，本人实现部分为比较分析SVM直接求解与对偶问题求解直接的比较。我们知道，最常用的SVM算法是转换到对偶空间进行求解的，在分类是，有的算法直接利用对偶空间解alpha和beta进行计算，有的算法先把他们转换成w和b进行计算。本文，通过实验比较SVM在对偶空间求解与在原空间求解的区别。
English Description：
This package contains the complete collection of the SVM SVM tool kit and your own work directly compared with the dual problem solved, I realize part of SVM for comparative analysis of direct comparison of directly solving the dual problem solving.As we know, the most commonly used algorithm for SVM is converted to a dual space for solving, classification is, some algorithms using dual space solution of alpha and betaCalculation algorithm before they converted to w and b are calculated. This article, by solving experimental comparison of SVM in the dual space of the difference in the original solution.