Which evaluation metric is commonly used to assess the performance of Decision T

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Question: Which evaluation metric is commonly used to assess the performance of Decision Trees?

Options:

Correct Answer: Accuracy

Solution:

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

Which evaluation metric is commonly used to assess the performance of Decision Trees?

Which evaluation metric is commonly used to assess the performance of Decision Trees?

Step 1: Understand what a Decision Tree is. It is a model used for making decisions based on data.
Step 2: Know that Decision Trees can be used for classification tasks, where the goal is to categorize data into classes.
Step 3: Learn about evaluation metrics, which are tools used to measure how well a model performs.
Step 4: Identify that one common evaluation metric for classification models is Accuracy.
Step 5: Understand that Accuracy measures the percentage of correct predictions made by the model out of all predictions.

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