Table 6.

The performance metrics of the binary and multiclass classification tasks achieved using the LDA, SVM, RF, and ensemble classifiers for scenarios V.

Models	Sensitivity	Specificity	Precision	F1 score
Binary Class Task
LDA	0.98	0.98	0.981	0.98
SVM	0.988	0.988	0.988	0.988
RF	0.976	0.977	0.976	0.976
Voting	0.988	0.988	0.988	0.988
Multiclass Task
LDA	0.915	0.957	0.917	0.915
SVM	0.9	0.95	0.903	0.901
RF	0.908	0.954	0.910	0.909
Voting	0.917	0.959	0.919	0.918