Cost incurred for Healthcare is one of the major growing problems in the world, getting an insight about the costs before hand based on your health condition would be beneficial for the people & the industry.
We will be predicting cost based on a public dataset which considers the below factors,
- age
- sex
- bmi
- children
- smoker
- region
- charges (Dependent variable)
- Linear a. Lasso
- Decision Tree
- Random Forrest
- Boosting a. Gradient Boosting b. AdaBoost c. xgboost