10-601 SVMs and Margin Classifiers 1

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This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014

Slides

Readings

What You Should Know Afterward

  • Max margin principle
  • What SVM optimizes
  • Linearly separable problems
  • Non linearly separable problems and how to revise SVM to handle them