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I have read somewhere that the value of slack variables of support vectors is not 0. Does that mean the points lying in the wrong region e.g a positive point lying in the negative region will also be a support vector? I have attached one picture as well which shows that points lying in the wrong region also support vectors. I am looking for an explanation of this phenomenonTotal Support vectors are 12 points and one is outside margin is also support vector?

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