data science FAQ's

What is SVM? Can you name some kernels used in SVM?

SVM stands for support vector machine. They are used for classification and prediction tasks. SVM consists of a separating plane that discriminates between the two classes of variables. This separating plane is known as hyperplane. Some of the kernels used in SVM are –

  • Polynomial Kernel
  • Gaussian Kernel
  • Laplace RBF Kernel
  • Sigmoid Kernel
  • Hyperbolic Kernel

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