ResearchBenchmarksPruning Boosted Tree Ensembles on JM1Pruning Boosted Tree Ensembles on JM1Follow56Pruning RatePINE-CL417.53144.5May 27, 2026Evaluation resultsMethodMethodLinksPruning RateFidelityTimePINE-CLalpha=0.8alpha=0.82026.055699.93.4PINE-CLalpha=0.6alpha=0.62026.0551.399.97.6PINE-CLalpha=0.4alpha=0.42026.0545.310013.3PINE-CLalpha=0.2alpha=0.22026.0536.710034.6PINE-CLalpha=0.1alpha=0.12026.0529.310051.6PINE-CLalpha=0.05alpha=0.052026.0521.310068FIPE2026.056100165.5