Recsys Evaluation Checklist

• [ ] Baseline: popularity documented
• [ ] Offline metrics: precision@k / recall@k / nDCG@k (k ∈ {5,10,20})
• [ ] Candidate gen vs ranker comparison
• [ ] Cold start strategy documented
• [ ] Throughput report: recs/sec and p95 latency