Question

Suppose you are using a Linear SVM classifier with 2 class classification problem. Now you have been given the following data in which some points are circled red that are representing support vectors.


If you remove one of the red points from the data (It can be any of three). Does the decision boundary will change?
A) Yes
B) No

Answer 1

A is the right answer.

Answer 2

Answer:

The correct answer of this question is yes.

Explanation:

Given - Using a Linear SVM classifier with 2 class classification problem.

Yes a a Linear SVM classifier with 2 class classification problem.

SVM does not enable multiclass classification in its most basic form. After breaking down the multi-classification problem into smaller subproblems, all of which are binary classification problems, the same method is applied to multiclass classification.