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. 2021 Oct 28;10(21):5021. doi: 10.3390/jcm10215021

Figure 5.

Figure 5

Local interpretable model explainer (LIME) for 6 individual cases (case# 379 to 384) from the testing dataset. Label “1” means prediction of mortality and label “0” means prediction of no mortality (survival). Probability shows the probability of the observation belong to the label “1” or “0”. The five most influential variables that best explain the linear model in that observation’s local region are provided and whether the variable causes an increase in the probability (supports/blue bar) or a decrease in the probability (contradicts/red bar). The x-axis shows how much each feature added or subtracted to the final probability value for the patient. Abbreviations: BUN, blood urea nitrogen; GCS, Glasgow Coma Scale; PTT, partial thromboplastin time; pO2, partial pressure of oxygen.