Partial Dependence Plot (PDP) Calculation on cancer
0.05Running Time (s)scikit-learn
Evaluation Results
| Method | Links | |
|---|---|---|
| scikit-learnTask=Approx. PDP, k=52026.05 | 0.05 | |
| WOODELF++Task=Exact PDP, k=102026.05 | 0.39 | |
| WOODELF++Task=Exact PDP, k=52026.05 | 0.4 | |
| WOODELF++Task=Exact PDP, k=1002026.05 | 0.42 | |
| WOODELF++Task=Exact full PDP2026.05 | 0.45 | |
| WOODELF++Task=Approx. PDP, k=52026.05 | 0.45 | |
| scikit-learnTask=Exact PDP, k=52026.05 | 0.67 | |
| scikit-learnTask=Exact PDP, k=102026.05 | 1.34 | |
| scikit-learnTask=Exact full PDP2026.05 | 3.06 | |
| scikit-learnTask=Exact PDP, k=1002026.05 | 12.19 |