Support Vector Machines Part 1 - Main Ideas

Support Vector Machines Part 1 - Main Ideas

StatQuest with Josh Starmer via YouTube Direct link

Summary of concepts

9 of 9

9 of 9

Summary of concepts

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Support Vector Machines Part 1 - Main Ideas

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  1. 1 Awesome song and introduction
  2. 2 Basic concepts and Maximal Margin Classifiers
  3. 3 Soft Margins allowing misclassifications
  4. 4 Soft Margin and Support Vector Classifiers
  5. 5 Intuition behind Support Vector Machines
  6. 6 The polynomial kernel function
  7. 7 The radial basis function RBF kernel
  8. 8 The kernel trick
  9. 9 Summary of concepts

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