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Revenue Maximization on E-commerce platform promotional events dataset (test)

1,417.27Revenue (IPS)Causal Forest DML
1,402.33561,406.21281,410.091,413.9672Dec 22, 2025

Evaluation results

MethodLinks
Causal Forest DMLTargeting Prop.=67.47%2025.121,417.2735.461.02
Only P2Targeting Prop.=100%2025.121,411.6748.41-1.98
Only P1Targeting Prop.=0%2025.121,405.34141.68-0.96
Completion Score BaselineTargeting Prop.=8.83%2025.121,402.9188.35—