Which of the following is NOT a kernel function used in Support Vector Machines?

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Question: Which of the following is NOT a kernel function used in Support Vector Machines?

Options:

Correct Answer: Logistic kernel

Solution:

The Logistic kernel is not commonly used in Support Vector Machines; the other three are standard kernel functions.

Which of the following is NOT a kernel function used in Support Vector Machines?

Which of the following is NOT a kernel function used in Support Vector Machines?

Step 1: Understand what a kernel function is. A kernel function is a mathematical function used in Support Vector Machines (SVM) to transform data into a higher dimension.
Step 2: Know that there are common kernel functions used in SVM, such as linear, polynomial, and radial basis function (RBF) kernels.
Step 3: Identify the options given in the question. One of the options is the Logistic kernel.
Step 4: Recognize that the Logistic kernel is not a standard kernel function used in SVM, while the others are.
Step 5: Conclude that the answer to the question is the Logistic kernel, as it is NOT commonly used in Support Vector Machines.

No concepts available.