ResearchBenchmarksPruning Boosted Tree Ensembles on AdultPruning Boosted Tree Ensembles on AdultFollow47.3Pruning RatePINE-CL20.2627.2834.341.32May 27, 2026Evaluation resultsMethodMethodLinksPruning RateFidelityTimePINE-CLalpha=0.8alpha=0.82026.0547.31009.3PINE-CLalpha=0.6alpha=0.62026.054610031.9PINE-CLalpha=0.4alpha=0.42026.0537.3100106.2PINE-CLalpha=0.2alpha=0.22026.0526100185.2PINE-CLalpha=0.1alpha=0.12026.0522100242FIPE2026.0521.310074.7PINE-CLalpha=0.05alpha=0.052026.0521.3100252.8