Table 5.

Summary of Scott-KnottESD statistical rank test of RAHMFWFS and existing HFS methods on studied datasets.

Statistical ranking based on average accuracy				Statistical ranking based on average AUC				Statistical ranking based on average F-measure
NB		DT		NB		DT		NB		DT
Rank	FS methods	Rank	FS methods	Rank	FS methods	Rank	FS methods	Rank	FS methods	Rank	FS methods
1	RAHMFWFS	1	RAHMFWFS, IWSS, IWSSr	1	RAHMFWFS	1	RAHMFWFS	1	RAHMFWFS	1	RAHMFWFS
2	IWSS, IWSSr			2	IWSS, IWSSr	2	IWSS, IWSSr		IWSS, IWSSr	2	IWSS, IWSSr