🃏 Model Development Flashcards

Cards for model selection, training, tuning, and evaluation on the MLA-C01 exam.

Card 1 of 5

Question

What metric is useful when false negatives are expensive?

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Answer

Recall.

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All Model Development Flashcards

1

Q: What metric is useful when false negatives are expensive?

A: Recall.

2

Q: What metric is useful when false positives are expensive?

A: Precision.

3

Q: What does hyperparameter tuning optimize?

A: Training configuration values based on a chosen objective metric.

4

Q: What is overfitting?

A: A model performs well on training data but poorly on unseen data.

5

Q: Which SageMaker feature stores approved model versions?

A: SageMaker Model Registry.

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