Customer-level revenue prediction on Retailer C 156 weeks horizon Monthly cohorts (test)
233.5RMSECLVAE with covariates
Evaluation results
| Method | Links | |
|---|---|---|
| CLVAE with covariatescovariates=included2026.04 | 233.5 | |
| CLVAEcovariates=none2026.04 | 236.7 | |
| LSTM with covariates + GGcovariates=included2026.04 | 248.87 | |
| PNBD + GG2026.04 | 265 | |
| PNBD + GGestimation_strategy=separate model for each acquisition cohort2026.04 | 265.79 | |
| PNBD with covariates + GGcovariates=included2026.04 | 270.69 | |
| PNBDGGII with covariatescovariates=included2026.04 | 276.46 |