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Benchmarks
Pruning Boosted Tree Ensembles on Adult
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47.3
Pruning Rate
PINE-CL
20.26
27.28
34.3
41.32
May 27, 2026
Pruning Rate
Fidelity
Time
Updated 6d ago
Evaluation Results
Method
Method
Links
Pruning Rate
Fidelity
Time
PINE-CL
alpha=0.8
2026.05
47.3
100
9.3
PINE-CL
alpha=0.6
2026.05
46
100
31.9
PINE-CL
alpha=0.4
2026.05
37.3
100
106.2
PINE-CL
alpha=0.2
2026.05
26
100
185.2
PINE-CL
alpha=0.1
2026.05
22
100
242
FIPE
2026.05
21.3
100
74.7
PINE-CL
alpha=0.05
2026.05
21.3
100
252.8
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