Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction

Table 9

Testing simulation results of diabetes class by the proposed model.

Instances (1446)	CA (%)	CMR (%)	Sensitivity (%)	Specificity (%)	F1-score (%)	NPV (%)	FPR (%)	FNR (%)	LPR (%)	LNR (%)	PPV (%)
SVM	92.09	7.91	91.69	100	95.66	37.97	0	8.31	0	0.083	100
KNN	89.67	10.33	90.90	70.27	94.30	32.91	29.73	9.1	3.05	0.129	97.96