Early Detection of Cognitive Decline Using Machine Learning Algorithm and Cognitive Ability Test

Table 6

Performance comparison of SVM and Random Forest.

Algorithm	Accuracy			Sensitivity			Specificity
	NDP	CRD	HDP	NDP	CRD	HDP	NDP	CRD	HDP
SVM	0.89	0.86	0.84	0.78	0.82	0.88	0.93	0.78	0.89
RF	0.81	0.78	0.79	0.62	0.83	0.71	0.82	0.75	0.78