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Improve efficiency of cv_misvm() #71

@skent259

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@skent259

Currently, cv_misvm() doesn't use any efficiency in pre-computing the kernel matrix. It would be great to add in some logic that helped with that. Optimal would be only 1 kernel computation per value of cost. Note that `misvm(..., method="heuristic") currently does not support pre-computed kernel, and would need separate logic.

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