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Table 3 Predictors of binary class

From: Risk-stratification machine learning model using demographic factors, gynaecological symptoms and β-catenin for endometrial hyperplasia and carcinoma: a cross-sectional study

Parameter Model 1

Carcinoma Versus Non-Carcinoma

B

Standard Error B.

p-value

Exp(B)

95% C.I.for EXP(B)

Lower

Upper

BMI

0.101

0.058

0.081

1.107

0.988

1.240

Age

0.103

0.038

0.006

1.109

1.030

1.194

Uterus Bleeding

1.662

0.720

0.021

5.268

1.286

21.587

Abdominal Enlargement

2.851

0.800

<0.001

17.299

3.605

83.018

% β-Catenin

0.019

0.013

0.142

1.019

0.994

1.045

Adjusted R2= 0.414

      

Parameter Model 2

Carcinoma Versus Non-Carcinoma

B

Standard Error B.

p-value

Exp(B)

95% C.I.for EXP(B)

Lower

Upper

BMI

0.091

0.057

0.111

1.095

0.979

1.224

Age

0.099

0.037

0.007

1.104

1.027

1.187

Uterus Bleeding

1.669

0.723

0.021

5.308

1.288

21.886

Abdominal Enlargement

2.801

0.801

<0.001

16.455

3.426

79.035

H- Score β-Catenin

0.005

0.004

0.228

1.005

0.997

1.013

Adjusted R2= 0.406

      

Parameter Model 3

Non-Atypical Versus Atypical + Carcinoma

B

Standard Error B.

p-value

Exp(B)

95% C.I.for EXP(B)

Lower

Upper

BMI

0.077

0.048

0.106

1.080

0.984

1.185

Vaginal Bleeding

0.925

0.490

0.059

2.523

0.966

6.589

% β-Catenin

0.031

0.011

0.004

1.032

1.010

1.054

Constant

-3.757

1.516

0.013

0.023

  

Adjusted R2= 0.214

      

Parameter Model 4

Non-Atypical Versus Atypical + Carcinoma

B

Standard Error B.

p-value

Exp(B)

95% C.I.for EXP(B)

Lower

Upper

Vaginal Bleeding

0.834

0.487

0.087

2.303

0.887

5.982

H Score β-Catenin

0.011

0.003

0.001

1.011

1.005

1.018

Constant

-1.680

0.659

0.011

0.186

  

Adjusted R2= 0.215