improve model training
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todo.md
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todo.md
@@ -53,5 +53,5 @@ Priority key: `P0` = critical/blocking, `P1` = important, `P2` = later optimizat
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## 8) Immediate Next Steps (This Week)
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- [x] [P0] Run first full data audit and label-quality checks. (completed on runtime machine)
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- [x] [P0] Train baseline model on full available history and capture metrics. (completed on runtime machine)
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- [ ] [P1] Add one expanded feature set and rerun evaluation. (feature-set plumbing implemented; rerun pending on runtime machine)
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- [x] [P1] Add one expanded feature set and rerun evaluation. (completed on runtime machine 2026-03-12 with `feature_set=extended`, `model_version=rain-auto-v1-extended-202603120932`)
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- [x] [P0] Decide v1 threshold and define deployment interface.
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