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SVM-in-R

This is a comprehensive tutorial of Support Vector Machines in R, for classification and regression.

  • Linearly separated examples
  • Non seperable examples
  • Non linear data - and the kernel trick
  • Cross-validation: choosing the right cost and kernel paremeters
  • SVR

You can launch the jupyter notebook at Binder! Binder

(sorry for some problems with the caret package, Binder's R is still at 3.4.4)

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Supporting some vectors - A tutorial for SVM.

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