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Table 4 Features after relative approach

From: An effective correlation-based data modeling framework for automatic diabetes prediction using machine and deep learning techniques

Feature

Feature value

(pre-processed)

Relative value

of mean

(MVR)

Relative value

of median

(MDR)

Relative value of

Standard Deviation

(SDR)

Glucose (F2)

148

28.879

34

118.1828

85

34.121

29

55.1828

183

63.879

69

153.1828

89

30.121

25

59.1828

137

17.879

23

107.1828

116

3.121

2

86.1828

BMI (F6)

33.6

1.4058

1.6

26.979

26.6

5.5942

5.4

19.979

23.3

8.8942

8.7

16.679

28.1

4.0942

3.9

21.479

43.1

10.9058

11.1

36.479

25.6

6.5942

6.4

18.979

33.6

1.4058

1.6

26.979