ResearchBenchmarksPruning Boosted Tree Ensembles on HTRU2Pruning Boosted Tree Ensembles on HTRU2Follow81.3Pruning RatePINE-CL61.22866.43971.6576.861May 27, 2026Evaluation resultsMethodMethodLinksPruning RateFidelityTimePINE-CLalpha=0.8alpha=0.82026.0581.31000.5PINE-CLalpha=0.6alpha=0.62026.0578.71000.9PINE-CLalpha=0.4alpha=0.42026.0577.31001.5PINE-CLalpha=0.2alpha=0.22026.0575.31001.5PINE-CLalpha=0.1alpha=0.12026.0570.71002.5PINE-CLalpha=0.05alpha=0.052026.0567.31004.1FIPE2026.05621004.7