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Yeah, there's the SVR "pipe" concept, where you attempt to fit the margin s.t. points are close to it. It's a great alternate use of SVM's obj. function optimization.

I haven't really used SVRs aside from some exploratory work, so I can't speak too much about them. But I know they exist!



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