Which of the following metrics is commonly used to evaluate the performance of a

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Question: Which of the following metrics is commonly used to evaluate the performance of a Decision Tree?

Options:

Correct Answer: Accuracy

Solution:

Accuracy is a common metric for evaluating the performance of classification Decision Trees.

Which of the following metrics is commonly used to evaluate the performance of a Decision Tree?

Which of the following metrics is commonly used to evaluate the performance of a Decision Tree?

Step 1: Understand what a Decision Tree is. It is a model used for making decisions based on data.
Step 2: Know that when we use a Decision Tree for classification, we want to see how well it predicts the correct categories.
Step 3: Learn about metrics. Metrics are ways to measure how good something is.
Step 4: Identify that Accuracy is a metric that tells us the percentage of correct predictions made by the Decision Tree.
Step 5: Conclude that Accuracy is commonly used to evaluate the performance of classification Decision Trees.

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