Clinical Decision Support System for Diabetic Patients by Predicting Type 2 Diabetes Using Machine Learning Algorithms

Table 5

Different classification algorithms’ performance metrics after applying the rule-based approach.

Classification techniques	Accuracy (%)	Precision (%)	Recall (%)	F1 score (%)
KNN	87.66	87.78	87.66	87.15
DT	91.56	91.52	91.56	91.53
SVM	71.39	68.85	70.78	69.27
RF	90.91	88.48	88.31	88.38
NB	77.27	76.38	77.27	76.53
HBGB	92.21	92.33	92.21	92.25