What is the role of dual coefficients in SVM interpretation?

Dual coefficients represent contribution strength of support vectors.

In kernel SVM, predictions depend on weighted sum of kernel similarities between test points and support vectors. Dual coefficients define these weights, determining influence of each support vector.