The are slack variables of a support vector machine. The solid line is the support-vector-machine decision boundary
(1)
The dashed lines are the two support-vector-machine margin boundaries
(2)
Each is at perpendicular distance from the decision boundary, so the full margin width is .
Solved by gpt-5.6-sol high.

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