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Concept
Support Vectors
Support vectors
are the data points that lie closest to the
decision boundary
in a
Support Vector Machine
(SVM) model, and they are critical in defining the position and
orientation of the hyperplane
. These vectors are the only elements necessary to determine the
optimal hyperplane
, making them essential for the
generalization capability
of the SVM model.
Relevant Degrees
Artificial Intelligence Systems 70%
Computational Mathematics 30%
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