Skip to content

Week 6: Support ticket category classifier (baseline + LLM via OpenRo…#3

Open
Sheriff10 wants to merge 1 commit into
mainfrom
week6_exercise_bootcamp_feb2026_IbrahimSheriff
Open

Week 6: Support ticket category classifier (baseline + LLM via OpenRo…#3
Sheriff10 wants to merge 1 commit into
mainfrom
week6_exercise_bootcamp_feb2026_IbrahimSheriff

Conversation

@Sheriff10
Copy link
Copy Markdown
Owner

@Sheriff10 Sheriff10 commented Mar 9, 2026

  • Classify messages into Billing, Shipping, Technical, Refund, Other
  • Baseline: keyword rules + majority fallback
  • LLM: single-prompt classification with OpenRouter (GPT-4o-mini)
  • Compare accuracy and weighted F1 on 500-row synthetic dataset
  • Add generate_dataset.py, support_tickets.csv, README

@Sheriff10 Sheriff10 requested a review from hopeogbons March 9, 2026 12:35
@hopeogbons
Copy link
Copy Markdown
Collaborator

#LGTM 👍

Please, always make sure to include a screenshot next time.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment

Labels

None yet

Projects

None yet

Development

Successfully merging this pull request may close these issues.

2 participants