Which of the following is a common evaluation metric for classification tasks?

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Question: Which of the following is a common evaluation metric for classification tasks?

Options:

Correct Answer: Accuracy

Solution:

Accuracy is a common evaluation metric for classification tasks, measuring the proportion of correct predictions.

Which of the following is a common evaluation metric for classification tasks?

Which of the following is a common evaluation metric for classification tasks?

Step 1: Understand what classification tasks are. These are tasks where we categorize items into different classes or groups.
Step 2: Learn about evaluation metrics. These are ways to measure how well our classification model is performing.
Step 3: Identify common evaluation metrics. One of the most common metrics is accuracy.
Step 4: Understand accuracy. Accuracy measures the proportion of correct predictions made by the model compared to the total predictions.

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