ResearchBenchmarksPruning Boosted Tree Ensembles on Balance-ScalePruning Boosted Tree Ensembles on Balance-ScaleFollow74.7Pruning RatePINE-CL71.16472.0827373.918May 27, 2026Evaluation resultsMethodMethodLinksPruning RateFidelityTimePINE-CLalpha=0.2alpha=0.22026.0574.797.327.7PINE-CLalpha=0.4alpha=0.42026.0574.797.416.4PINE-CLalpha=0.6alpha=0.62026.0574.796.813.5PINE-CLalpha=0.8alpha=0.82026.0574.79611.7PINE-CLalpha=0.1alpha=0.12026.0573.398.739.5PINE-CLalpha=0.05alpha=0.052026.057299.751.3FIPE2026.0571.310043.2