Support Vector Machine is to correctly classify samples into two parallel planes in input or features space by optimal planes, and the margine between the two classesis made to be the largest.

• 支持向量机方法就是利用最优分类面(线)将两类样本在特征空间或输入空间中无错误地分开，而且要使两类的分类间隔最大。