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Benchmarks
Pruning Boosted Tree Ensembles on FICO
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60
Pruning Rate
PINE-CL
24.64
33.82
43
52.18
May 27, 2026
Pruning Rate
Fidelity
Time
Updated 6d ago
Evaluation Results
Method
Method
Links
Pruning Rate
Fidelity
Time
PINE-CL
alpha=0.4
2026.05
60
100
5
PINE-CL
alpha=0.6
2026.05
60
100
3.2
PINE-CL
alpha=0.8
2026.05
60
100
3.3
PINE-CL
alpha=0.2
2026.05
57.3
100
12.8
PINE-CL
alpha=0.1
2026.05
53.3
100
28.8
PINE-CL
alpha=0.05
2026.05
50.7
100
30.3
FIPE
2026.05
26
100
96.1
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