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
Assume that the optimization goal is
$$
\begin{align}
&\min_{\boldsymbol w, b}{\frac 1 2}||\boldsymbol w||^2\\
&\min_{\boldsymbol w, b}\frac{1}{2}||\boldsymbol w||^2\\
&s.t. y_i(\boldsymbol w^T\boldsymbol x_i+b)\geq1, i=1,2,\cdots,m.\\
\end{align} \tag{1}
$$