Table 3.

Telalovic and Kilic [17] Bacteria with high feature importance score in the classification model using [18] dataset

Level	Name andp-value
Phylum	Euryarchaeota (0.0158), Bacteroidetes (0.0456), Verrucomicrobia (0.0059), Tenericutes (0.0492)
Class	Verrucomicrobiae (0.0059), Bacteroidia (0.0458), Methanobacteria (0.016), Mollicutes (0.0491)
Order	Verrucomicrobiales (0.0059), Bacteroidales (0.0458), Methanobacteriales (0.016), RF39 (0.0482), bacteria from class Clostridia (0.0181)
Family	Verrucomicrobiaceae (0.0059), bacteria from order RF39 (0.0482), Barnesiellaceae (0.0133),
	Methanobacteriaceae (0.016), bacteria from class Clostridia (0.0181), Paraprevotellaceae (0.034)
Genus	Akkermansia (0.0059), bacteria from family Ruminococcaceae (0.0437), Butyricimonas (0.0359),
	bacteria from family Barnesiellaceae (0.0133), Methanobrevibacter (0.0159)
Species	Akkermansia muciniphila (0.0059), bacteria from family Ruminococcaceae (0.0437), bacteria from genus Butyricimonas (0.0359),
	bacteria from family Barnesiellaceae (0.0133), bacteria from genus cc_115 (0.0496)