Partial Dependence Plot (PDP) Calculation on housing
0.03Running Time (s)scikit-learn
Evaluation results
| Method | Links | |
|---|---|---|
| scikit-learnTask=Approx. PDP, k=52026.05 | 0.03 | |
| WOODELF++Task=Exact PDP, k=1002026.05 | 1.64 | |
| WOODELF++Task=Exact PDP, k=52026.05 | 1.7 | |
| WOODELF++Task=Approx. PDP, k=52026.05 | 1.72 | |
| WOODELF++Task=Exact PDP, k=102026.05 | 1.74 | |
| WOODELF++Task=Exact full PDP2026.05 | 1.9 | |
| scikit-learnTask=Exact PDP, k=52026.05 | 2.29 | |
| scikit-learnTask=Exact PDP, k=102026.05 | 4.14 | |
| scikit-learnTask=Exact PDP, k=1002026.05 | 38.63 | |
| scikit-learnTask=Exact full PDP2026.05 | 63.07 |