ResearchBenchmarksPruning Boosted Tree Ensembles on Pima-DiabetesPruning Boosted Tree Ensembles on Pima-DiabetesFollow55.3Pruning RatePINE-CL15.7826.0436.346.56May 27, 2026Evaluation resultsMethodMethodLinksPruning RateFidelityTimePINE-CLalpha=0.8alpha=0.82026.0555.398.312PINE-CLalpha=0.6alpha=0.62026.0545.398.619.4PINE-CLalpha=0.4alpha=0.42026.0534.799.933.8PINE-CLalpha=0.2alpha=0.22026.053010047PINE-CLalpha=0.1alpha=0.12026.0526.710048PINE-CLalpha=0.05alpha=0.052026.0522.710048.1FIPE2026.0517.310042.5