seniorSVM
What is the geometric interpretation of slack variables in SVM?
Updated May 17, 2026
Short answer
Slack variables measure how far a point violates margin constraints geometrically.
Deep explanation
Slack variables ξi quantify whether a point lies inside the margin or is misclassified. Geometrically, they represent the distance by which a point violates the ideal margin boundary.
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