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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #80

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #80: Real Exam Question with Answer & Explanation

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Submitted by satoshi_tk· Apr 18, 2026ML model development

Question

You need to build an ML model for a social media application to predict whether a user's submitted profile photo meets the requirements. The application will inform the user if the picture meets the requirements. How should you build a model to ensure that the application does not falsely accept a non-compliant picture?

Options

  • AUse AutoML to optimize the model's recall in order to minimize false negatives.
  • BUse AutoML to optimize the model's F1 score in order to balance the accuracy of false positives
  • CUse Vertex AI Workbench user-managed notebooks to build a custom model that has three times
  • DUse Vertex AI Workbench user-managed notebooks to build a custom model that has three times

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Topics

#ML Evaluation Metrics#F1 Score#Precision and Recall#Model Optimization
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