About This Flashcard Deck
This flashcard deck contains 5 cards covering key Model Development concepts for the MLA-C01 exam. Cards for model selection, training, tuning, and evaluation on the MLA-C01 exam. Use active recall by attempting to answer each question before revealing the answer. Research shows that flashcard-based active recall is one of the most effective study techniques for certification exams.
Question
What metric is useful when false negatives are expensive?
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Answer
Recall.
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All Model Development Flashcards
Q: What metric is useful when false negatives are expensive?
A: Recall.
Q: What metric is useful when false positives are expensive?
A: Precision.
Q: What does hyperparameter tuning optimize?
A: Training configuration values based on a chosen objective metric.
Q: What is overfitting?
A: A model performs well on training data but poorly on unseen data.
Q: Which SageMaker feature stores approved model versions?
A: SageMaker Model Registry.