Revenue Uplift Modeling on Synthetic Dataset
0.3155AUUCVALOR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| VALORBackbone=CFR-WASS, Inf(ms)=0.01962026.04 | 0.3155 | 0.3049 | 17.55 | 0.0934 | |
| VALORBackbone=CFR-MMD, Inf(ms)=0.01992026.04 | 0.3105 | 0.305 | 17.56 | 0.0917 | |
| VALORBackbone=UniTE, Inf(ms)=0.01982026.04 | 0.2956 | 0.2904 | 17 | 0.0888 | |
| VALORBackbone=DragonNet, Inf(ms)=0.01972026.04 | 0.2873 | 0.2821 | 16.83 | 0.0924 | |
| VALORBackbone=EUEN, Inf(ms)=0.01872026.04 | 0.2841 | 0.278 | 16.74 | 0.0783 | |
| VALORBackbone=TARNet, Inf(ms)=0.02012026.04 | 0.2772 | 0.2714 | 16.39 | 0.0751 | |
| RERUM-DragonNetInf(ms)=0.01952026.04 | 0.2636 | 0.2596 | 16.31 | 0.0712 | |
| DragonNetInf(ms)=0.01872026.04 | 0.2571 | 0.2489 | 15.77 | 0.0897 | |
| TARNetInf(ms)=0.01892026.04 | 0.2566 | 0.253 | 15.72 | 0.0762 | |
| CFR-WASSInf(ms)=0.01902026.04 | 0.2557 | 0.2503 | 15.72 | 0.0765 | |
| CFR-MMDInf(ms)=0.01982026.04 | 0.2517 | 0.2462 | 15.73 | 0.0755 | |
| EUENInf(ms)=0.02012026.04 | 0.2516 | 0.251 | 15.68 | 0.0732 | |
| UniTEInf(ms)=0.01972026.04 | 0.2508 | 0.2459 | 15.54 | 0.0744 | |
| ZILN-TreeInf(ms)=0.00422026.04 | 0.2385 | 0.2342 | 15.68 | 0.0655 | |
| T-LearnerInf(ms)=0.02142026.04 | 0.1698 | 0.1643 | 13.93 | 0.0453 | |
| Causal ForestInf(ms)=0.00172026.04 | 0.1413 | 0.1381 | 11.67 | 0.0279 | |
| RERUM-CFRInf(ms)=0.02052026.04 | 0.1412 | 0.1354 | 12.29 | 0.016 |