Which algorithm is commonly used for multi-class classification problems?

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Question: Which algorithm is commonly used for multi-class classification problems?

Options:

Correct Answer: Decision Trees

Solution:

Decision Trees are commonly used for multi-class classification problems, as they can handle multiple classes effectively.

Which algorithm is commonly used for multi-class classification problems?

Which algorithm is commonly used for multi-class classification problems?

Step 1: Understand what multi-class classification means. It is a type of problem where you need to classify data into more than two categories.
Step 2: Learn about different algorithms used for classification. Some common ones include Decision Trees, Support Vector Machines, and Neural Networks.
Step 3: Identify which algorithm is effective for multi-class problems. Decision Trees can split data into multiple branches, making them suitable for handling multiple classes.
Step 4: Recognize that Decision Trees are easy to interpret and visualize, which helps in understanding how they classify different classes.

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