An Enhanced Machine Learning Framework for Type 2 Diabetes Classification Using Imbalanced Data with Missing Values

Table 4

Evaluation metrics for Method-I.

Models	Precision	Recall	Specificity	F1-score
LR	0.76	0.76	0.63	0.76
KNN	0.85	0.85	0.74	0.85
CART	0.83	0.83	0.73	0.83
RF	0.85	0.85	0.81	0.85
SVM	0.42	0.65	0.00	0.51
LGBM	0.86	0.86	0.77	0.86
GB	0.86	0.87	0.79	0.87