Table 2.

The performance metrics of the binary classification task achieved using the LDA, SVM, and RF classifier for scenarios I, II, and III.

Models	Sensitivity	Specificity	Precision	F1 score
Scenario I
LDA	0.976	0.986	0.977	0.976
SVM	0.976	0.986	0.977	0.976
RF	0.976	0.986	0.977	0.976
Scenario II
LDA	0.98	0.98	0.981	0.98
SVM	0.986	0.996	0.986	0.986
RF	0.976	0.986	0.977	0.976
Scenario III
LDA	0.984	0.984	0.984	0.984
SVM	0.986	0.986	0.986	0.986
RF	0.976	0.977	0.976	0.976