Table 2 Dataset features summary: feature, description, data type, and additional information
Feature | Description | Data type | Additional information |
|---|---|---|---|
Gender | Patient’s gender | Object |  |
Age | Patient’s age | Float64 |  |
Hypertension | Presence of hypertension | Int64 | 1: yes, 0: no |
Heart_disease | History of heart disease | Int64 | 1: yes, 0: no |
Ever_married | Marital status | Object | Married/not married |
Work_type | Type of work | Object | Govt_job/Never_worked/Private/ Self-employed/children |
Residence_type | Residence type | Object | Urban/rural |
Avg_glucose_level | Average glucose level | Float64 | Â |
BMI | Body mass index | Float64 | Â |
Smoking_status | Smoking status | Object | Never smoked/formerly smoked/smokes |
Stroke | Stroke prediction | Int64 | 1: stroke found, 0: stroke not found |