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MLA-C01 · Question #109

MLA-C01 Question #109: Real Exam Question with Answer & Explanation

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ML Model Development

Question

A manufacturing company uses an ML model to determine whether products meet a standard for quality. The model produces an output of "Passed" or "Failed." Robots separate the products into the two categories by using the model to analyze photos on the assembly line. Which metrics should the company use to evaluate the model's performance? (Choose two.)

Options

  • APrecision and recall
  • BRoot mean square error (RMSE) and mean absolute percentage error (MAPE)
  • CAccuracy and F1 score
  • DBilingual Evaluation Understudy (BLEU) score
  • EPerplexity

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Topics

#ML model evaluation#Classification metrics#Binary classification
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