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Consider the two class classification task that consists of the following points:

Class $C_1: [-1, -1], [-1, 1], [1, -1]$

Class $C_2: [1,1]$

The decision boundary between the two classes $C_1$ and $C_2$ using single perception is given by:

  1. $x_1-x_2-0.5=0$
  2. $-x_1-x_2-0.5=0$
  3. $0.5(x_1+x_2)-1.5=0$
  4. $x_1+x_2-0.5=0$
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