Skip to main content
. Author manuscript; available in PMC: 2019 Jul 15.
Published in final edited form as: J Neuroimmunol. 2018 Apr 19;320:38–47. doi: 10.1016/j.jneuroim.2018.04.012

Figure 6. Random Forest Regression with FACT-Cog as Dependent Variable.

Figure 6

The Variable importance plot (A) for Fact-Cog total scores illustrates that none of the cytokine features were important variables in predicting FACT-Cog scores. The red line represents the a prior threshold (1 SD above the mean) for determining the most important model features. The psychosocial composite score was the most important feature in this model. A partial dependence plot for Psych composite scores (B).