Artificial Intelligence-Algorithms 34-Machine Learning Support Vector Machine Learning

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Article directory

@[toc]

1 Introduction

2. Basic principles of support vector machines

2.1 Linearly separable support vector machine

2.2 Soft Margin Support Vector Machine

2.3 Kernel techniques and nonlinear support vector machines

3. Optimization algorithm of support vector machine

3.1 Sequential Minimum Optimization Algorithm (SMO)

3.2 Selection of kernel function

3.3 Regularization and parameter tuning

4. Application of support vector machines

4.1 Two-class classification problem

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Origin blog.csdn.net/zhanggqianglovec/article/details/134557149

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