Research Article
A Computational Intelligence Approach for Predicting Medical Insurance Cost
| | S/N | Feature name | Description | Value |
| | (1) | Age | One of the most important aspects of health care is age | It has an integer value | | (2) | Sex | Gender | (Male = 1, female = 0) | | (3) | Body mass index (BMI) | Understanding the human body: weights that are exceptionally high or low in relation to height | An objective body weight index (kg/m^2) based on the height-to-weight ratio, ideally | | (4) | Children | Number of children/dependents | It has an integer value | | (5) | Smoker | Smoking state | (Smoker = 1, nonsmoker = 0) | | (6) | Region | Area of residence | (Northeast = 0, northwest = 1, southeast = 2, southwest = 3) | | (7) | Charges | Medical costs paid by healthcare insurance | It has an integer value |
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