[Retracted] Early Detection and Diagnosis of Chronic Kidney Disease Based on Selected Predominant Features

Table 1

Result comparison with existing methods with the similar dataset used in this study.

Study	Method	Accuracy (%)	Sensitivity (%)	Specificity (%)	AUC (%)	Precision (%)	F-measure (%)
[14]	RF	98.83	98.04	1.00	98.9	—	—
[13]	SVM	99.30	—	—	—	—	—
[8]	LR	99.24	100	—	—	98.82	—
[17]	XGB	99.00	98.8	99.33	99.9	99.5	99.1
[11]	MLP	98.10	98.97	96.77	99.50	97.97	98.4
	LR	98.10	98.97	96.77	99.4	97.97	98.4
Our method	KNN	99.50	99.20	98.70	99.60	100	99.60