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PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #161

PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #161: Real Exam Question with Answer & Explanation

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Submitted by ngozi_ng· Apr 18, 2026ML model development

Question

You are working on a binary classification ML algorithm that detects whether an image of a classified scanned document contains a company's logo. In the dataset, 96% of examples don't have the logo, so the dataset is very skewed. Which metric would give you the most confidence in your model?

Options

  • APrecision
  • BRecall
  • CRMSE
  • DF1 score

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Topics

#Evaluation Metrics#Imbalanced Data#F1 Score#Binary Classification
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