Table 5 Feature importance for each analyzed variable.

From: Identification of risk groups for mental disorders, headache and oral behaviors in adults during the COVID-19 pandemic

 

HADS-A

HADS-D

HADS Total

MIDAS

OBC

Age

0.22

0.09

0.18

0.11

0.71

College

0.00

0.00

0.00

0.06

0.00

Europe

0.48

0.00

0.14

0.00

0.00

High school

0.00

0.41

0.00

0.00

0.00

Higher education

0.00

0.00

0.10

0.06

0.00

In a relationship

0.00

0.00

0.00

0.00

0.00

Male

0.30

0.30

0.57

0.64

0.29

Married

0.00

0.20

0.00

0.00

0.00

Single

0.00

0.00

0.00

0.12

0.00

Total

1.00

1.00

1.00

1.00

1.00

  1. The most informative (with highest impact on the analyzed value) features are indicated in bold.
  2. MIDAS—Migraine Disability Assessment, HADS—Hospital Anxiety and Depression Scale, OBC—Oral Behaviors Checklist.