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From the sklearn User Guide (I know you're asking about an R package, but sklearn's user guide is pretty great about introducing topics IMO): The $\nu$-SVC formulation [15] is a reparameterization of the $C$-SVC and therefore mathematically equivalent. We introduce a new parameter $\nu$ (instead of $C$) which controls the number of support vectors and ...

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