ResearchBenchmarksPruning Boosted Tree Ensembles on PoLPruning Boosted Tree Ensembles on PoLFollow79.3Pruning RatePINE-CL50.90858.27965.6573.021May 27, 2026Evaluation resultsMethodMethodLinksPruning RateFidelityTimePINE-CLalpha=0.4alpha=0.42026.0579.31000.6PINE-CLalpha=0.6alpha=0.62026.0579.31000.6PINE-CLalpha=0.8alpha=0.82026.0579.31000.5PINE-CLalpha=0.2alpha=0.22026.0578.71000.7PINE-CLalpha=0.1alpha=0.12026.0573.31003.1PINE-CLalpha=0.05alpha=0.052026.0567.31005.9FIPE2026.055210012.6