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Pruning Boosted Tree Ensembles on COMPAS-ProPublica
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82.7
Pruning Rate
PINE-CL
57.012
63.681
70.35
77.019
May 27, 2026
Pruning Rate
Fidelity
Time
Updated 6d ago
Evaluation Results
Method
Method
Links
Pruning Rate
Fidelity
Time
PINE-CL
alpha=0.6
2026.05
82.7
100
0.3
PINE-CL
alpha=0.8
2026.05
82.7
100
0.3
PINE-CL
alpha=0.4
2026.05
82
100
0.5
PINE-CL
alpha=0.2
2026.05
81.3
100
0.6
PINE-CL
alpha=0.1
2026.05
79.3
100
1.4
PINE-CL
alpha=0.05
2026.05
77.3
100
1.7
FIPE
2026.05
58
100
12.2
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