Table 14.

Task performance and ranking quality for C-MAPSS FD004 dataset.

Approach	RQS	$\mathit{m}\mathit{a}\mathit{x}\left(\mathit{P}\mathit{M}\right)$	Number of Features for $\mathit{m}\mathit{a}\mathit{x}\left(\mathit{P}\mathit{M}\right)$	PM for 95% Threshold	Number of Features for 95% Threshold
FS layer	0.1750	0.9995	14	0.9995	14
Mutual Info.	0.1524	1.0000	14	1.0000	14
RReliefF	0.1545	1.0000	14	1.0000	14
Random Forest	0.1715	1.0000	14	1.0000	14
AFS	0.1679	0.9761	14	0.9761	14
AFS 2	0.1726	0.9652	14	0.9652	14