Identification of Dry Bean Varieties Based on Multiple Attributes Using CatBoost Machine Learning Algorithm

Table 5

ML model accuracy for 80 : 20 data split.

ML models	Accuracy in percentage
	Unbalanced dataset	Balanced dataset
Random forest	92.06	93.29
XGBoost	92.10	93.57
CatBoost	92.76	94.25