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Table 1 Twenty-five predictors were considered in the study for both MTSS (30 subjects) and normal (150 subjects) groups. Values are given as mean ± SD with significant differences between the two groups among the predictors. Significant predictors are marked with *

From: Comparison of optimized machine learning approach to the understanding of medial tibial stress syndrome in male military personnel

Predictor name (abbreviation)

Unit

Groups

P value

Normal

(mean ± SD)

MTSS

(mean ± SD)

Age

year

30.36 ± 4.80

29.70 ± 3.81

0.4791

Body Mass (BM)

kg

81.87 ± 14.21

79.77 ± 9.98

0.4415

Stretch Stature (SS)

cm

174.15 ± 7.94

173.96 ± 6.59

0.9024

Right Leg Length (RLL)

cm

87.48 ± 3.31

88.61 ± 4.70

0.1156

Left Leg Length (LLL)

cm

87.87 ± 3.55

88.60 ± 4.19

0.3202

Navicular Drop Test (NDT)

mm

6.19 ± 2.98

4.20 ± 3.13

*0.0011

Inter Condylar Interval (ICI)

cm

1.12 ± 1.51

1.31 ± 1.53

0.5310

Inter Malleolar Interval (IMI)

cm

2.00 ± 3.66

1.45 ± 3.01

0.4411

Q Angle (QA)

degree

14.40 ± 5.11

14.46 ± 5.51

0.9539

External Rotation (ER)

degree

45.36 ± 3.64

41.46 ± 3.73

*0.0001

Internal Rotation (IR)

degree

38.70 ± 5.02

37.03 ± 2.73

0.0788

Flexibility Right (FR)

degree

80.53 ± 11.35

81 ± 9.77

0.8327

Flexibility Left (FL)

degree

81.46 ± 10.10

78.33 ± 12.75

0.1407

Iliospinale Height (IH)

cm

51.15 ± 3.35

53.18 ± 2.96

*0.0024

Trochanteric Tibial Lateral Length (TTLL)

cm

43.02 ± 2.41

44.78 ± 1.56

*0.0002

Tibial Lateral Height (TLH)

cm

45.16 ± 2.54

46 ± 2.10

0.0913

Bi-illiocristalis (BI)

cm

30.64 ± 1.82

30.95 ± 1.41

0.3796

Femur Breadth (FB)

cm

10.08 ± 0.57

10.12 ± 0.26

0.7074

Calf Girth (CG)

cm

38.13 ± 3.25

38.55 ± 3.48

0.5239

Ankle Girth (AG)

cm

22.70 ± 1.42

22.71 ± 1.34

0.9717

Fat Percentage (FP)

percentage

20.16 ± 5.07

19.90 ± 5.24

0.7990

Fat Mass

kg

16.75 ± 6.24

15.81 ± 5.28

0.4416

Fat-Free Mass (FFM)

kg

65.20 ± 8.01

64.57 ± 6.45

0.6859

Fat Mass Right (FMR)

kg

2.37 ± 0.82

2.45 ± 0.91

0.6326

Fat-Free Mass Right (FFMR)

kg

11.47 ± 1.46

11.11 ± 1.27

0.2100