Table 9.

The statistical experiment results of comparison in terms of the four metrics.

Algorithms	ACC	MCC	Sensitivity	Specificity
EBSO-SVM	0.91919 ± 0.04996	0.90529 ± 0.03957	0.90991 ± 0.05052	0.88570 ± 0.06083
BSO-SVM	0.88574 ± 0.07541	0.86354 ± 0.06584	0.88579 ± 0.07584	0.83595 ± 0.09658
SVM	0.79254 ± 0.08025	0.77854 ± 0.08547	0.79587 ± 0.09521	0.70124 ± 0.16254
GWO-SVM	0.85362 ± 0.06524	0.83569 ± 0.06854	0.87623 ± 0.07215	0.86598 ± 0.14584
MFO-SVM	0.84325 ± 0.06758	0.83758 ± 0.06851	0.88215 ± 0.07219	0.85784 ± 0.09236
PSO-SVM	0.81587 ± 0.06741	0.85812 ± 0.06954	0.87259 ± 0.07359	0.86325 ± 0.10594
ELM	0.80563 ± 0.08652	0.76325 ± 0.08812	0.78851 ± 0.10584	0.71265 ± 0.13625
KNN	0.78954 ± 0.08547	0.80145 ± 0.10258	0.78852 ± 0.11263	0.73541 ± 0.14587