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Table 2 Features chosen by the Relief algorithm and feature weight

From: Prediction the prognosis of the poisoned patients undergoing hemodialysis using machine learning algorithms

Order

Feature name

Importance (feature weight, %)

1

Age

25.3

2

Intubation

24.07

3

PH

23.4

4

History of previous disease

18.5

5

HCO3

18.02

6

GCS

15.9

7

ICU Admission

11.71

8

Acute kidney injury

11.53

9

Potassium

9.66

10

Hypotension

9.49

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BMC Medical Informatics and Decision Making

ISSN: 1472-6947

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