Fig. 5: Relatively important features of the respiratory disease models. | Experimental & Molecular Medicine

Fig. 5: Relatively important features of the respiratory disease models.

From: Machine-learning algorithms for asthma, COPD, and lung cancer risk assessment using circulating microbial extracellular vesicle data and their application to assess dietary effects

Fig. 5

The feature importance of the diagnostic models was assessed based on permutation feature importance analysis of the coded serum microbial EV taxa. Individual features of highest importance were compared between the a asthma and COPD models, b asthma and lung cancer models, and c COPD and lung cancer models.

Back to article page