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. 2021 Oct 13;12:728823. doi: 10.3389/fmicb.2021.728823

FIGURE 6.

FIGURE 6

Ranking relevance of each species in the predictive models for each stage. (A) The importance of each species for the prediction performance in each dataset estimated using stochastic gradient-boosting machine (GBM) learning models. (B) The importance of each species for the prediction performance of the models designed to distinguish one stage of NAFLD from other stages. Only species appearing in the 20 top-ranking features in at least one dataset are reported. HC, healthy controls; NAFL, non-alcoholic fatty liver; NASH, non-alcoholic steatohepatitis.