Conversion Rate Prediction on Production CVR Model Data 150+ day V0 (Evaluation)
-0.195Normalized Error (Eval)DM-MMR25-RS
Evaluation results
| Method | Links | |
|---|---|---|
| DM-MMR25-RSSetup=DM-MMR25-RS, Selection=MMR (MMR-based selection), Data Augmentation=25%, Update Strategy=RS (parameter reset)2026.05 | -0.195 | |
| DM-MMR25-ESSetup=DM-MMR25-ES, Selection=MMR (MMR-based selection), Data Augmentation=25%, Update Strategy=ES (embedding shrinking 0.1x norm)2026.05 | -0.155 | |
| DM-RAND25-RSSetup=DM-RAND25-RS, Selection=RAND (random sampling), Data Augmentation=25%, Update Strategy=RS (parameter reset)2026.05 | -0.12 | |
| MPSetup=MP, Description=Multipass baseline (reset + 35-day retrain)2026.05 | -0.107 |