Friday, July 12, 2013

Soft margin classification

Soft margin classification: "The optimization problem is then trading off how fat it can make the margin versus how many points have to be moved around to allow this margin. The margin can be less than 1 for a point by setting , but then one pays a penalty of in the minimization for having done that."

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