In one to three sentences, describe the specific failure that makes classifier A unacceptable in the cat app example.
Question: In one to three sentences, describe the specific failure that makes classifier A unacceptable for the cat application, even though it has higher classification accuracy than classifier B.
Sample answer: Classifier A occasionally allows pornographic images to slip through despite having a higher classification accuracy score than classifier B. This behavior creates a bad impression on users, making classifier A's overall performance unacceptable for the product.
Key points:
- Classifier A occasionally lets pornographic images through
- This occurs despite classifier A having higher accuracy
- The leakage makes classifier A unacceptable for the product
Rubric: Full credit requires mentioning the pornographic image leakage and that it makes classifier A unacceptable despite higher accuracy.
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