Which of the following is NOT a common kernel used in SVM?

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Question: Which of the following is NOT a common kernel used in SVM?

Options:

Correct Answer: Logistic kernel

Solution:

Logistic kernel is not a standard kernel used in SVM; common kernels include linear, polynomial, and RBF.

Which of the following is NOT a common kernel used in SVM?

Which of the following is NOT a common kernel used in SVM?

Step 1: Understand what SVM (Support Vector Machine) is. It is a type of machine learning algorithm used for classification tasks.
Step 2: Learn about kernels in SVM. Kernels are functions that transform data into a higher dimension to make it easier to classify.
Step 3: Identify common kernels used in SVM. The common ones are: linear kernel, polynomial kernel, and RBF (Radial Basis Function) kernel.
Step 4: Recognize that a kernel must be a specific type of function. The logistic kernel is not a standard function used in SVM.
Step 5: Conclude that the logistic kernel is NOT a common kernel used in SVM.

No concepts available.