Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction

Table 6

Training simulation results of diabetes class by the proposed model.

Instances (1446)	CA (%)	CMR (%)	Sensitivity (%)	Specificity (%)	F1-score (%)	NPV (%)	FPR (%)	FNR (%)	LPR (%)	LNR (%)	PPV (%)
SVM	91.97	8.03	92.15	88.57	95.62	36.47	11.43	7.85	8.06	0.088	99.37
KNN	92.04	7.96	91.9	95.08	95.67	34.11	4.92	8.1	18.67	0.088	99.76