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Table 4 Data preprocessing: mapping

From: Diabetes prediction model based on an enhanced deep neural network

Columns

Age

BS fast

BS pp

PlasmaR

PlasmaF

Hb1A1c

Type

Class

Data type

Numeric

Numeric

Numeric

Numeric

Numeric

Numeric

Category

Numeric

Input/output

InputPort

InputPort

InputPort

InputPort

InputPort

InputPort

Output

InputPort

 

50

6.8

8.8

11.2

7.2

62

T1

1

 

31

5.2

6.8

10.9

4.2

33

Normal

0

 

41

6.3

4.2

12.2

7.8

57

T2

1