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Benchmarks
Background SHAP Interaction Values on IEEE-CIS 10,000 samples
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2.2
Runtime (sec)
WOODELF
-13.032
89.784
192.6
295.416
Apr 12, 2026
Runtime (sec)
Updated 5d ago
Evaluation Results
Method
Method
Links
Runtime (sec)
WOODELF
Tree depth (d)=12
2026.04
2.2
WOODELFHD
Tree depth (d)=18
2026.04
2.6
WOODELFHD GPU
Tree depth (d)=15
2026.04
3.8
WOODELF
Tree depth (d)=6
2026.04
9
WOODELFHD
Tree depth (d)=6
2026.04
9
WOODELFHD GPU
Tree depth (d)=18
2026.04
12
WOODELFHD GPU
Tree depth (d)=6
2026.04
15
WOODELFHD
Tree depth (d)=15
2026.04
17
WOODELFHD
Tree depth (d)=9
2026.04
32
PLTREESHAP
Tree depth (d)=12
2026.04
33
WOODELFHD GPU
Tree depth (d)=9
2026.04
50
PLTREESHAP
Tree depth (d)=6
2026.04
63
WOODELF
Tree depth (d)=9
2026.04
108
WOODELFHD
Tree depth (d)=12
2026.04
111
WOODELFHD GPU
Tree depth (d)=12
2026.04
118
PLTREESHAP
Tree depth (d)=9
2026.04
383
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