Table 7 Ranking of average KL divergence values of top 40 features

1

Lymph

0.0421

21

Total Cholesterol

0.0041

2

LDH

0.0392

22

Interleukin 6

0.0032

3

hs-CRP

0.0376

23

I sIL-2R

0.0031

4

Indirect Bilirubin

0.0324

24

cTnI

0.0030

5

Creatinine

0.0302

25

RBCW-SD

0.0024

6

INR

0.0235

26

Uric Acid

0.0023

7

Serum Sodium

0.0232

27

Corrected Calcium

0.0022

8

eGFR

0.0225

28

Interleukin 8

0.0019

9

Serum Chloride

0.0224

29

Prothrombin Time

0.0018

10

Albumin

0.0193

30

Serum Potassium

0.0017

11

Globulin

0.0177

31

Interleukin 1β

0.0017

12

Hematocrit

0.0122

32

D-D dimer

0.0016

13

Hemoglobin

0.0091

33

FDP

0.0016

14

Fibrinogen

0.0079

34

Antithrombin

0.0015

15

γ-GT

0.0079

35

Procalcitonin

0.0010

16

ESR

0.0078

36

Platelet Count

0.0009

17

NT-proBNP

0.0074

37

WBC

0.0006

18

APTT

0.0053

38

Ferritin

0.0005

19

Eosinophils

0.0051

39

Interleukin 10

0.0004

20

basophil

0.0049

40

PLT

0.0004