What is SVM algorithm

本文介绍了SVM算法,对比了逻辑回归和决策树,并深入探讨了SVM的优势和劣势。通过数学原理部分,阐述了目标函数、拉格朗日对偶性、简化过程和核函数等内容。此外,还提供了实际案例和代码实现。

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The prcface

For improve my English level and prepare for the postgraduate entrance examination(研究生入学考试) i will wriiten blog by English. So although I have written a lot of content in Chinese, I still have to translate it into English by myself and this is why my blog updates will be slow . Of course, if I have time, I will launch the corresponding Chinese version.

okey let’s today’s blog. Welcome to my channel!

Before you read this blog i hope you have already to know something about machine learning it is not fit someone who hasn’t learned that.

target:

  1. The mathematrical principle of SVM algorithm
  2. how coding that
  3. Real case

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