Q.14 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