Geometric Insights into Support Vector Machine Behavior using the KKT Conditions

3 Apr 2017Iain CarmichaelJ. S. Marron

The support vector machine (SVM) is a powerful and widely used classification algorithm. This paper uses the Karush-Kuhn-Tucker conditions to provide rigorous mathematical proof for new insights into the behavior of SVM... (read more)

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