Table 1 Feature selection results—confirmed attributes.

From: Diabetes mellitus early warning and factor analysis using ensemble Bayesian networks with SMOTE-ENN and Boruta

No

Attribute

Feature selection-Boruta norm hits

1

Family history

1.0000

2

Age

1.0000

3

Central obesity

1.0000

4

BMI

1.0000

5

Hypertension

1.0000

6

Educational level

0.9766

7

Marital status

0.9499

8

Hyperlipidemia

0.9398

9

Heart rate

0.8963

10

Occupation

0.8629

11

Salt reduction

0.6923

12

Agrypnia

0.4181