medium10 pts · first answer countsllm-evaluationmetrics
Macro or micro F1
An intent classifier has one huge class ("order status") and several small but important ones ("fraud report"). Which average better shows how it does on the small classes?
Discussion 0
Join free to post in the discussion.
Related questions
- What exact match measuresPrompt Engineer
- Accuracy from four countsPrompt Engineer
- What a false positive isPrompt Engineer
- 99% accuracy that is uselessPrompt Engineer
- Code checks or an LLM judgePrompt Engineer
- Tracking broken JSONPrompt Engineer
- Grading with or without a referencePrompt Engineer
- Offline and online evaluationPrompt Engineer