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After a second pass reveals new mistake patterns, inspect the same examples using the _____ categories.
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What best describes how error analysis should be carried out on a machine learning model?
True or False: You must decide every error label in advance before examining model mistakes.
Grouping mistakes can reveal patterns
Match each stage of an iterative mistake-review cycle to its description.
Arrange the stages of one error-analysis cycle in the correct order.
You find a new mistake pattern while reviewing model outputs for the first time. What is the best next step?
True or False: If error analysis uncovers a new failure type, earlier examples may need to be reviewed again under that new category.
Match each property of error review to the label that best describes it.
Arrange the steps that show why error analysis works best as a repeating process.
Why does error analysis often require repeated passes?
Adding a New Error Category During Review
Beginning error review without a checklist