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Given $y_i\left(\left\langle\mathbf{w} \cdot \mathbf{x}_i\right\rangle+b\right)>1$ and $\xi_i=0$ in SVM, which of the following statements is correct ?

 

  1. These data points are a subset of the support vectors.
  2. These data points are not support vectors.
  3. These data points have $\alpha_i>0$.
  4. These data points do not have $\alpha_i=0$.

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