Rice Models Honey misclassified as adulterated Adulterated misclassified as honey Adulterated soft misclassifications Total misclassifications
PLSDA 2.20% 8.79% 16.07% 20.33%
RF_Classification 1.10% 2.61% 14.15% 13.63%
RF_Ordinal 4.40% 5.63% 14.97% 17.36%
XGBoost 7.69% 1.79% 26.10% 23.85%