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Table 3 Telalovic and Kilic [17] Bacteria with high feature importance score in the classification model using [18] dataset

From: Using data science for medical decision making case: role of gut microbiome in multiple sclerosis

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)