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Table 4 Different combinations of features by ANN

From: Development and validation of three machine-learning models for predicting multiple organ failure in moderately severe and severe acute pancreatitis

Combination of features

No. of features

HCT

PT

APTT

TT

FIB

D-dimer

R-time

K-time

α

MA

CI

CRP

IL-6

PCT

BUN

Creatinine

AUC

1

            

   

0.7054

2

            

  

0.7771

3

       

    

  

0.8077

4

      

    

  

0.8336

5

    

    

 

  

0.8257

6

 

  

    

 

  

0.8280

7

  

 

 

 

  

  

0.8309

8

 

 

    

  

0.8314

9

    

 

  

0.8284

10

  

 

 

 

 

0.8304

11

  

 

 

 

0.8281

12

 

 

 

 

0.8236

13

 

 

 

0.8156

14

 

 

0.8138

15

 

0.7991

16

0.7894

  1. Entry in boldface showed highest AUC