Update Chapter 2_TheBasisOfMachineLearning.md
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@ -1581,7 +1581,7 @@ In the hard-space support vector machine, the solution of the problem can be tra
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Assume that the optimization goal is
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Assume that the optimization goal is
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$$
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$$
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\begin{align}
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\begin{align}
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&\min_{\boldsymbol w, b}{\frac 1 2}||\boldsymbol w||^2\\
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&\min_{\boldsymbol w, b}\frac{1}{2}||\boldsymbol w||^2\\
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&s.t. y_i(\boldsymbol w^T\boldsymbol x_i+b)\geq1, i=1,2,\cdots,m.\\
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&s.t. y_i(\boldsymbol w^T\boldsymbol x_i+b)\geq1, i=1,2,\cdots,m.\\
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\end{align} \tag{1}
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\end{align} \tag{1}
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$$
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$$
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