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5. Classification

Maximum Margin Classifier

  • Define the margin of a linear classifier as the width that the boundary could be increased by before hitting a data point.
  • Implies that only support vectors (Punkte, die die Margin berühren) are important for finding the classifier. Other training examples are ignorable.
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