Partial Dependence Plot (PDP) on IEEE-CIS
3.3Runtimescikit-learn
Evaluation Results
| Method | Links | |
|---|---|---|
| scikit-learnComputation Type=Approximate, k=52026.05 | 3.3 | |
| WOODELF++Computation Type=Approximate, k=5, Hardware=CPU2026.05 | 4.6 | |
| WOODELF++Computation Type=Approximate, k=5, Hardware=GPU2026.05 | 5.4 | |
| WOODELF++Computation Type=Exact, k=full, Hardware=GPU2026.05 | 7 | |
| WOODELF++Computation Type=Exact, k=100, Hardware=GPU2026.05 | 9 | |
| WOODELF++Computation Type=Exact, k=10, Hardware=GPU2026.05 | 10 | |
| WOODELF++Computation Type=Exact, k=full, Hardware=CPU2026.05 | 11.8 | |
| WOODELF++Computation Type=Exact, k=5, Hardware=GPU2026.05 | 13.1 | |
| WOODELF++Computation Type=Exact, k=5, Hardware=CPU2026.05 | 14.5 | |
| WOODELF++Computation Type=Exact, k=100, Hardware=CPU2026.05 | 14.8 | |
| WOODELF++Computation Type=Exact, k=10, Hardware=CPU2026.05 | 15.2 | |
| scikit-learnComputation Type=Exact, k=1002026.05 | 19 | |
| scikit-learnComputation Type=Exact, k=52026.05 | 58.5 | |
| scikit-learnComputation Type=Exact, k=full2026.05 | 59.3 | |
| FastPDComputation Type=Exact, k=full2026.05 | 98 | |
| FastPDComputation Type=Exact, k=52026.05 | 99 | |
| FastPDComputation Type=Exact, k=102026.05 | 99 | |
| FastPDComputation Type=Exact, k=1002026.05 | 99 | |
| scikit-learnComputation Type=Exact, k=102026.05 | 112.4 |