Feature Attribution on Griliches76
0.05MAEDAG-SHAP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DAG-SHAPModel=XGBoost2026.06 | 0.05 | 1 | 1 | |
| DAG-SHAPModel=DNN2026.06 | 0.08 | 1 | 1 | |
| Off-SHAPModel=DNN2026.06 | 0.27 | 3.38 | 2 | |
| CausalModel=XGBoost2026.06 | 0.41 | 8.2 | 2 | |
| CausalModel=DNN2026.06 | 0.52 | 6.5 | 3 | |
| Off-SHAPModel=XGBoost2026.06 | 0.58 | 11.6 | 3 | |
| On-SHAPModel=XGBoost2026.06 | 0.67 | 13.4 | 4 | |
| ASVModel=XGBoost2026.06 | 0.95 | 19 | 5 | |
| ASVModel=DNN2026.06 | 1.76 | 22 | 4 | |
| On-SHAPModel=DNN2026.06 | 2.44 | 30.5 | 5 |