Supervised Machine Learning Empowered Multifactorial Genetic Inheritance Disorder Prediction

Table 7

Testing simulation results of dementia class by the proposed model.

Instances (620)	CA (%)	CMR (%)	Sensitivity (%)	Specificity (%)	F1-score (%)	NPV (%)	FPR (%)	FNR (%)	LPR (%)	LNR (%)	PPV (%)
SVM	92.58	7.42	100	92.54	12.24	100	7.46	0	13.4	0	6.12
KNN	91.29	8.71	35.29	92.86	18.18	98.07	7.14	64.71	4.94	0.69	12.24