ResearchBenchmarksClassification on Mushroom UCIFollow99.5AccuracyRuleFit87.33290.49193.6596.809May 6, 2026Evaluation ResultsMethodMethodLinksAccuracyGapRuleFitN=116N=1162026.0599.5—EBMN=116N=1162026.0599.4—FIGSN=116N=1162026.0599.4—DTN=116N=1162026.0599.3—LGBMN=116N=1162026.0599.1—XGBN=116N=1162026.0599—N-DNFN=116N=1162026.0598.8—RIPPERN=116N=1162026.0598.5—NRI†N=116, Zero-shot=true,...N=116, Zero-shot=true, OOD=true2026.0587.8-11.7