Table 7.

Performance comparison of black box (BB)–WB models.

Model	$\mathit{A}\mathit{c}\mathit{c}$	${\mathit{F}}_1$	$\mathit{s}\mathit{e}\mathit{n}$	$\mathit{s}\mathit{p}\mathit{e}$	$\mathit{P}\mathit{P}\mathit{V}$	$\mathit{N}\mathit{P}\mathit{V}$	$\mathit{A}\mathit{U}\mathit{C}$
NN1	0.93	0.92	0.92	0.94	0.93	0.93	0.93
NN2	0.94	0.93	0.92	0.94	0.93	0.94	0.93
NN3	0.94	0.93	0.92	0.95	0.94	0.93	0.94
SVM1	0.92	0.91	0.9	0.93	0.92	0.92	0.92
SVM2	0.93	0.93	0.92	0.95	0.94	0.93	0.93
SVM3	0.93	0.93	0.92	0.94	0.93	0.93	0.93
$k$-NN	0.89	0.87	0.83	0.94	0.92	0.86	0.88
LR1	0.94	0.93	0.94	0.94	0.93	0.95	0.94