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Table 7 Comparing the average of top-ranked features for Non-glaucoma and Glaucoma classes using t-student test

From: Development of glaucoma predictive model and risk factors assessment based on supervised models

Feature

Glaucoma

Non-glaucoma

P-value

NUMBEROFVISUALDEFECTOS

17.06

3.34

< 0.001

NUMBEROFVISUALDEFECTOD

18.75

2.48

< 0.001

Vertical CD Ratio Right

0.28

0.17

< 0.001

Vertical CD Ratio Left

0.28

0.17

< 0.001

Age

53.33

50.08

< 0.001

AL Left

23.51

23.04

< 0.001

AL Right

23.56

23.06

< 0.001

Systolic BP

130.77

128.02

< 0.001

Diastolic BP

79.79

79.44

0.403

AST Left

0.95

0.82

< 0.001

AST Right

0.98

0.82

< 0.001

BMI

28.3

28.45

0.415

PCY Left

-0.04

-0.02

0.007

PCY Right

-0.01

0.01

0.002

WTW Right

11.8

11.78

0.258

WTW Left

11.79

11.8

0.502

Spherical Equivalent

-0.69

0.1

< 0.001

LT Left

4.29

4.24

< 0.001

LT Right

4.31

4.26

< 0.001

  1. AL: Axial Length, BP: BP: Blood Pressure, AST: Astigmatism, BMI: Body Mass Index, WTW: White to White distance, LT: Lenz Thickness