True or false: Examining 20 mistakes means you have fully identified every source of error in the system.
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What does reviewing about 20 manually inspected development-set errors usually reveal?
Small manual error reviews can reveal big patterns
Reviewing a small sample of mistakes gives a _____ picture of the main error sources.
Match each part of the manual error review statement with its role.
Order the reasoning path from observed classifier errors to a rough picture of what is going wrong.
What a small manual review can show about model errors
What can a team conclude after checking a small batch of model mistakes?
Why is it helpful to inspect a small batch of validation errors?
What is the main takeaway after inspecting about 20 development-set mistakes?
True or false: Examining 20 mistakes means you have fully identified every source of error in the system.