ResearchBenchmarksPruning Boosted Tree Ensembles on COMPAS-ProPublicaPruning Boosted Tree Ensembles on COMPAS-ProPublicaFollow82.7Pruning RatePINE-CL57.01263.68170.3577.019May 27, 2026Evaluation resultsMethodMethodLinksPruning RateFidelityTimePINE-CLalpha=0.6alpha=0.62026.0582.71000.3PINE-CLalpha=0.8alpha=0.82026.0582.71000.3PINE-CLalpha=0.4alpha=0.42026.05821000.5PINE-CLalpha=0.2alpha=0.22026.0581.31000.6PINE-CLalpha=0.1alpha=0.12026.0579.31001.4PINE-CLalpha=0.05alpha=0.052026.0577.31001.7FIPE2026.055810012.2