MACHINE LEARNING RELIABILITY LAB · DAY 3 OF 5
Audit Representation
Sort the evidence and name the missing proof.
- Tool: saved Picture This model or class model + case file
- Time: one class period
- Turn in: Case File page 4: representation audit
Model Reliability Case File
Use the same case file all week. Choose the format that works best for you.
Download PDFDownload editable Word copy · Make a Google copy
Today’s task
- Review the Day 2 results by condition.
- Sort conditions into well represented, weak evidence, or not tested.
- Identify one evidence gap.
- Name the exact examples you would add or test.
- Explain why that repair targets the gap.
Case File checkpoint
Complete page 4. Keep every page together for the final decision on Day 5.
Success criteria
- ✓ Evidence supports each category
- ✓ Untested is not labeled as failed
- ✓ The repair is specific
- ✓ The repair matches the gap
Use this sentence stem:
The model has weak evidence for _____. We would add/test _____ because _____.
The model has weak evidence for _____. We would add/test _____ because _____.
Word bank: represented · underrepresented · untested · rebalance · targeted repair
Before you submit
- Upload a readable copy of today’s completed case-file page. You may upload a document, PDF, photo, or short video walkthrough.
- Keep your full case file for Day 5.