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In these formulations, you can see that increasing C places more weight on the slack variables ξ j, meaning the optimization attempts to make a stricter separation between classes.Equivalently, reducing C towards 0 makes misclassification less important.. Mathematical Formulation: Dual. For easier calculations, consider the L 1 dual problem to.
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