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Machine Learning Support Vector Machines

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Multiple Choice

What is the primary objective of a Support Vector Machine (SVM)?

  1. To find the best linear separator between two classes of data points.
  2. To maximize the distance between the hyperplane and the closest data points.
  3. To minimize the number of misclassified data points.
  4. To find the optimal decision boundary that separates the data points with the largest margin.
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