SHAP value approximation on mfeat-morph (test)
0.964R^2ShapPFN(+loss)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ShapPFN(+loss)Kernel Time (s)=102, Model Time (s)=0.19, Speedup=542×2026.03 | 0.964 | 0.985 | 0.98 | |
| ShapPFN(arch)Kernel Time (s)=102, Model Time (s)=0.19, Speedup=542×2026.03 | 0.119 | 0.713 | 0.838 |