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. Author manuscript; available in PMC: 2022 Mar 28.
Published in final edited form as: IEEE Trans Biomed Eng. 2021 Feb 18;68(3):857–868. doi: 10.1109/TBME.2020.3010480

TABLE VII.

THE EFFECT OF VARYING THE NUMBER OF RF ESTIMATORS ON IN VIVO TONGUE AND TONSIL CLASSIFICATION (±95% CI)

Method ROC-AUC Sensitivity(%) (n=18291) Specificity(%) (n=23012)
RF (200 trees) 0.79±0.06 72±16 70±11
RF (100 trees) 0.79±0.04 72±11 69±10
RF (10 trees) 0.77±0.05 70±14 68±11
RF (1 tree) 0.68±0.05 59±13 64±9