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Customer-level revenue prediction on Retailer C 208 weeks horizon Monthly cohorts (test)

284.11RMSECLVAE with covariates
281.4708299.2854317.1334.9146Apr 24, 2026

Evaluation results

MethodLinks
CLVAE with covariatescovariates=included2026.04284.11
CLVAEcovariates=none2026.04293.35
LSTM with covariates + GGcovariates=included2026.04307.31
PNBD + GGestimation_strategy=separate model for each acquisition cohort2026.04338.17
PNBDGGII with covariatescovariates=included2026.04340.12
PNBD + GG2026.04342.42
PNBD with covariates + GGcovariates=included2026.04350.09