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

Practice Questions

Q1
Which of the following is a common evaluation metric for image classification tasks?
  1. Mean Squared Error
  2. Accuracy
  3. F1 Score
  4. Confusion Matrix

Questions & Step-by-Step Solutions

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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