An Idiot’s guide to Support Vector Machines (SVMs)

An Idiot’s guide to Support vector machines (SVMs). R. Berwick, Village Idiot. SVMs: A New. Generation of Learning Algorithms. Pre 1980…

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Support Vector Machine (SVM)
Support vectors
Maximize
margin

  • SVMs maximize the margin around the separating hyperplane.
  • The decision function is fully specified by a subset of training samples, the support vectors.
  • Quadratic programming problem
  • Text classification method du jou

 

Download An Idiot's guide to Support Vector Machines (SVMs) pdf from www.cs.ucf.edu, 25 pages, 406.22KB.
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