Table 3 Overview and description of the dataset used in the Study.

From: Explainable artificial intelligence driven insights into smoking prediction using machine learning and clinical parameters

Attributes

Description

Age

The individual’s age classified into 5-year ranges to represent their age group.

Height(cm)

The individual’s height is recorded in centimeters

Weight(kg)

The individual’s weight is recorded in centimeters

Waist(cm)

The individual’s waist measurement, expressed in centimeters

Eyesight(left)

Visual acuity of the left eye usually expressed as a decimal value

Eyesight(right)

Visual acuity of the right eye usually expressed as a decimal value

Hearing(left)

Hearing ability of the left ear, usually categorized

Hearing(right)

Hearing ability of the right ear, usually categorized

Systolic Blood pressure

The systolic blood pressure represents the pressure in the arteries during the heart muscle contraction.

Relaxation Blood pressure

The diastolic blood pressure represents the pressure in the arteries when the heart muscle rests between beats.

Fasting blood sugar

Blood sugar levels are measured after fasting for a specific duration, indicating glucose levels.

Cholesterol

The total cholesterol level in the blood is used to assess cardiovascular health.

Triglyceride

The level of triglycerides (a type of fat) in the blood.

HDL

High-density lipoprotein cholesterol is known as “good cholesterol”.

LDL

Low-density lipoprotein cholesterol, often referred to as “bad cholesterol.”

Haemoglobin

The concentration of hemoglobin in the blood.

Urine protein

The presence of protein in the urine.

Serum creatinine

A measure of creatinine levels in the blood.

AST

Aspartate aminotransferase is an enzyme found in the liver and other tissues.

ALT

Alanine aminotransferase is another enzyme associated with liver health.

GTP

Gamma-glutamyl transferase, an enzyme indicating liver function and alcohol consumption levels.

Dental caries

The presence of cavities or tooth decay

Smoking

Smoking status of the individual