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Table 1 Description of the variables included in the dataset

From: An explainable analysis of diabetes mellitus using statistical and artificial intelligence techniques

Variable

Type of variable

Concept ID

Brief description

Age

Sociodemographic

C1

Length of life since birth

Sex

Sociodemographic

C2

Male or female

Polyuria

Clinic

C3

Abnormal increase in the volume of urine eliminated

Polydipsia

Clinic

C4

Excessive thirst

Sudden weight loss

Clinic

C5

Decrease in body weight, when not seeking weight loss

Weakness

Clinic

C6

Lack of physical or muscular strength

Polyfagia

Clinic

C7

Imperious and uncontrollable sensation of hunger

Genital thrush

Clinic

C8

Genital infection caused by fungi

Visual blurring

Clinic

C9

Loss of visual acuity

Itching

Clinic

C10

Sensation causing desire to scratch the skin

Irritabilidad

Clinic

C11

Exacerbated reaction to negative changes in environment

Delayed healing

Clinic

C12

Alteration of the natural mechanisms of skin and tissue regeneration

Partial paresis

Clinic

C13

Mild to moderate loss of voluntary muscle movement anywhere in the body

Muscle stiffness

Clinic

C14

Muscle tension, which may produce spasms and jerky movements

Alopecia

Clinic

C15

Abnormal loss of part or all of the hair

Obesity

Clinic

C16

Condition characterized by excessive accumulation of fat in the body

Class

Diagnosis

C17

Presence or absence of DM