eISSN 2093-744X
pISSN 1598-2645

Table 4

Performance of each model before and after using SMOTE algorithm in predicting minority class

Model	Performance measurement using SMOTE
	Precision (%)		Recall (%)		F1-score (%)
	Before	After	Before	After	Before	After
LR	9	66	67	67	15	66
DT	10	70	81	84	18	76
RF	14	75	82	81	24	78
Bagging LR	9	66	67	67	15	66
Bagging DT	19	81	76	76	30	78

International Journal of Fuzzy Logic and Intelligent Systems 2023;23:140~151 https://doi.org/10.5391/IJFIS.2023.23.2.140