Target number of mistakes for Eyeball dev set review.
Question: Approximately how many Eyeball dev set mistakes should you manually review to get a good sense of the major error sources?
Sample answer: You should manually review about 50 Eyeball dev set mistakes.
Key points:
- About 50 mistakes.
- This amount provides a good sense of major error sources.
Rubric: The answer must explicitly state that approximately 50 mistakes should be reviewed.
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Machine Learning
Deep Learning
Machine Learning Strategy
Supervised Learning
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Machine Learning Yearning @ DeepLearning.AI
Related
What does reviewing ~50 Eyeball dev set mistakes give you, according to Machine Learning Yearning?
Reviewing approximately 50 Eyeball dev set mistakes is sufficient to gain a good sense of the major error sources.
With about _____ Eyeball dev set mistakes, you would get a good sense of the major error sources.
Match each Eyeball dev set error analysis concept to its correct description.
Order the steps for conducting manual error analysis on an Eyeball dev set.
Why is reviewing ~50 Eyeball dev set mistakes described as giving a 'good sense' of major error sources?
You need hundreds of Eyeball dev set mistakes before you can identify the major error sources.
Manually reviewing ~50 Eyeball dev set mistakes gives you a good sense of the major error _____.
Match each Eyeball dev set error analysis element to its role in the manual review process.
Order the reasoning steps a practitioner uses to decide whether their Eyeball dev set review is informative.
Explain the rationale behind reviewing 50 Eyeball dev set errors.
Determining sample size for initial error categorization.
Target number of mistakes for Eyeball dev set review.