Which of the following is a common evaluation metric for image classification ta

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

Options:

Correct Answer: Accuracy

Solution:

Accuracy is a common evaluation metric for image classification tasks, measuring the proportion of correctly classified instances.

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

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

Step 1: Understand what image classification is. It involves categorizing images into different classes or labels.
Step 2: Learn about evaluation metrics. These are ways to measure how well a model is performing.
Step 3: Identify common evaluation metrics. Accuracy is one of the most common metrics used.
Step 4: Know what accuracy means. It measures the number of correct predictions made by the model compared to the total number of predictions.
Step 5: Conclude that accuracy is a key metric for assessing the performance of image classification tasks.

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