I compared 22 ways to classify wine. The winner was not the model in production.
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In June, I published Sommelier API and wrote about the idea behind it: give the same 6,497 wines to two models and ask them different questions. One model answered a regression question: How good is this wine on a 0-10 scale? The other answered a classification question: Is this wine high quality (>=6) or low quality (…
1Key Takeaways
- In June, I published Sommelier API and wrote about the idea behind it: give the same 6,497 wines to two models and ask them different questions.
- One model answered a regression question: How good is this wine on a 0-10 scale?
- The other answered a classification question: Is this wine high quality (>=6) or low quality (….
2AIWedia Score
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3Why it matters
Coding AI shifts how fast software ships and how much human review each change needs. DEV — ML reports that in June, I published Sommelier API and wrote about the idea behind it: give the same 6,497 wines to two models and ask them different questions.
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