The feature weights θ θ θ for the fine model are learned by solving the following quadratic program: In Equation (39b), the violation in the margin ξ i is scaled by the cost of the translation.
if in addition to y y y * i there are other good solutions in the set, the margin for such solutions will not be tightly enforced.