SHAP value approximation on diabetes (test)
0.984R^2ShapPFN(+loss)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ShapPFN(+loss)Kernel Time (s)=126, Model Time (s)=0.04, Speedup=3179×2026.03 | 0.984 | 0.994 | 0.959 | |
| ShapPFN(arch)Kernel Time (s)=126, Model Time (s)=0.04, Speedup=3179×2026.03 | 0.324 | 0.882 | 0.745 |