Table 3.

The performance metrics of the multiclass 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	0.896	0.948	0.899	0.897
SVM	0.896	0.948	0.898	0.897
RF	0.911	0.955	0.913	0.911
Scenario II
LDA	0.887	0.943	0.889	0.888
SVM	0.887	0.943	0.889	0.888
RF	0.889	0.945	0.892	0.890
Scenario III
LDA	0.9	0.95	0.902	0.901
SVM	0.899	0.949	0.901	0.9
RF	0.903	0.951	0.905	0.904