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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #80
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 r
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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