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Fig. 5 | BMC Nephrology

Fig. 5

From: Predicting dry weight change in Hemodialysis patients using machine learning

Fig. 5

Variable importance of the two ML models

The relative importance of input variables (a) in the model to predict an upward DW change and (b) in the model to predict a downward DW change

Horizontal axis: relative importance

Vertical axis: input variables listed in order of importance values

sBP, systolic blood pressure; dBP, diastolic blood pressure; CRP, C-reactive protein; HD, hemodialysis

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