Question: In a support vector machine with a soft margin, if the regularization parameter C is set to 1 and the margin violation for a specific

In a support vector machine with a soft margin, if the regularization parameter C is set to 1 and the margin violation for a specific point is 0.5, what is the penalty term added to the objective function for this point?
A.0.5
B.1.5
C.0.25
D.1.0

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