Spam Classifier — Daily Metrics
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F1 / Precision / Recall
Daily snapshot (last 30 days)
About this project
End-to-end MLOps demo: Airflow orchestrates daily evaluation, metrics land in PostgreSQL, MLflow manages model & threshold artifact, Grafana visualizes trends, GitHub Actions exports metrics to JSON, GitHub Pages hosts this dashboard.
- Stack: Airflow, MLflow, Grafana, PostgreSQL, GitHub Actions, GitHub Pages
- Schedule: 03:05 UTC daily (CI fetch + deploy)
- Repo: thiev980/mlops-spam-gcp
- Owner: Thierry Figini · LinkedIn
Latest 10 runs
| Date | F1 | Prec | Rec | ROC-AUC | Thr used | Thr sugg | N | TP | TN | FP | FN | Spam rate |
|---|
Source: Airflow → Postgres → export → GitHub Pages (auto-update).