Which of the following is NOT a common application of SVM?

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Question: Which of the following is NOT a common application of SVM?

Options:

Correct Answer: Clustering of data

Solution:

SVM is primarily used for classification tasks, while clustering is typically handled by different algorithms.

Which of the following is NOT a common application of SVM?

Which of the following is NOT a common application of SVM?

Step 1: Understand what SVM stands for. SVM means Support Vector Machine.
Step 2: Know that SVM is mainly used for classification tasks. This means it helps to categorize data into different groups.
Step 3: Learn that clustering is a different task. Clustering means grouping similar data points together without predefined categories.
Step 4: Identify that since clustering is not a classification task, it is not a common application of SVM.
Step 5: Conclude that the question is asking for something that SVM does not typically do, which is clustering.

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