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.

Latest 10 runs

DateF1PrecRecROC-AUC Thr usedThr suggNTPTNFPFNSpam rate

Source: Airflow → Postgres → export → GitHub Pages (auto-update).

Try the model (live)

Calls FastAPI on your VM