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Benchmarks
Pruning Boosted Tree Ensembles on Breast-Cancer-Wisconsin
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88
Pruning Rate
PINE-CL
23.52
40.26
57
73.74
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
88
98.2
0.7
PINE-CL
alpha=0.6
2026.05
88
98.2
0.5
PINE-CL
alpha=0.8
2026.05
88
98.2
0.5
PINE-CL
alpha=0.2
2026.05
62.7
99.1
21.4
PINE-CL
alpha=0.1
2026.05
40
99.9
34
PINE-CL
alpha=0.05
2026.05
32.7
99.9
44
FIPE
2026.05
26
100
45.2
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