Customer-level Revenue Prediction on Retailer C 52 weeks horizon Monthly cohorts (test)
98.32RMSECLVAE with covariates
Evaluation results
| Method | Links | |
|---|---|---|
| CLVAE with covariatescovariates=included2026.04 | 98.32 | |
| CLVAEcovariates=none2026.04 | 98.73 | |
| LSTM with covariates + GGcovariates=included2026.04 | 102.36 | |
| PNBD + GG2026.04 | 102.58 | |
| PNBD + GGestimation_strategy=separate model for each acquisition cohort2026.04 | 103.75 | |
| PNBD with covariates + GGcovariates=included2026.04 | 104.75 | |
| PNBDGGII with covariatescovariates=included2026.04 | 111.75 |