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. 2020 Dec 3;20(1):932–949. doi: 10.1021/acs.jproteome.0c00696

Table 4. Accuracy of the Random Forest Models Constructed Using the Concentration/Abundance Profiles and the Edges of Single Sample Networks Built from the Metabolomics Data Set Investigating NSTIs.

  classification accuracy
Model Conc ssPCC LIONESS-S LIONESS-D
NSTI vs Controls 94.7 98.3 98.3 100.0
mono vs poly 87.1 82.5 82.5 82.5
StreptococcusvsStaphylococcus 85.6 75.9 75.9 79.3