seniorSVM
What is the intuition behind decision boundary stability in SVM?
Updated May 17, 2026
Short answer
SVM stability comes from dependence only on support vectors.
Deep explanation
Since only support vectors define the hyperplane, small perturbations in non-support vectors do not affect decision boundary, making SVM stable and robust.
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