Table 3 The changes in the Cre level as each explanatory variable changes from its minimum to its maximum while the influence of all other variables was averaged out.

From: Personalized prediction model generated with machine learning for kidney function one year after living kidney donation

 

Variables

Partial Dependence Estimate

95% Confidential Interval

1

pre Cre level

0.69

0.67–0.72

2

volume of non-excised kidney

0.44

0.36–0.51

3

body weight

0.28

0.22–0.34

4

Male

0.09

0.03–0.15

5

BUN

0.06

-0.01-0.13

6

Pre HbA1C

0.02

-0.05-0.09

7

Age at donation

0.02

-0.05-0.09

8

History of CVD

0.01

-0.05-0.08

  1. Cre, creatinine; BUN, blood urea nitrogen; HbA1C, hemoglobinA1C; CVD, cardiovascular disease.
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