Support Vector Classification

Introduction to Machine Learning - 10-701


  • Application - Optical Character Recognition

  • Support Vector Machines

    • Large Margin Classification

    • Optimization Problem

    • Dual Problem

  • Properties

    • Support Vectors

    • Support Vector expansion

  • Soft Margin Classifier

    • Noise tolerance

    • Optimization problem

    • Dual problem


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