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优化后svm分类代码

于 2022-01-26 发布 文件大小:2.52 kB
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代码说明:

首先我们先假设一条直线为 W•X+b =0 为最优的分割线,把两类分开如下图所示,那我们就要解决的是怎么获取这条最优直线呢?及W 和 b 的值;在SVM中最优分割面(超平面)就是:能使支持向量和超平面最小距离的最大值; 我们的目标是寻找一个超平面,使得离超平面比较近的点能有更大的间距。也就是我们不考虑所有的点都必须远离超平面,我们关心求得的超平面能够让所有点中离它最近的点具有最大间距。

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