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Benchmarks
Pruning Boosted Tree Ensembles on Balance-Scale
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74.7
Pruning Rate
PINE-CL
71.164
72.082
73
73.918
May 27, 2026
Pruning Rate
Fidelity
Time
Updated 6d ago
Evaluation Results
Method
Method
Links
Pruning Rate
Fidelity
Time
PINE-CL
alpha=0.2
2026.05
74.7
97.3
27.7
PINE-CL
alpha=0.4
2026.05
74.7
97.4
16.4
PINE-CL
alpha=0.6
2026.05
74.7
96.8
13.5
PINE-CL
alpha=0.8
2026.05
74.7
96
11.7
PINE-CL
alpha=0.1
2026.05
73.3
98.7
39.5
PINE-CL
alpha=0.05
2026.05
72
99.7
51.3
FIPE
2026.05
71.3
100
43.2
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