Insurance Premium Prediction

Judicious use of predictive analysis has empowered health insurers to improve their premium pricing accuracy, create customized health insurance plans and services, and build stronger customer relationships.

Thus, the main goal of this project is to predict the insurance premiums based on the behavioral data collected from the individuals so that insurance companies can make useful and accurate predictions. Based on these predictions, they can then evaluate the following decisions and make better judgement calls:

• Which individuals deserve which kind of insurance plan?

• Based upon an individual’s behavior, predicting their premium helps in better risk management.

Acknowledgements

Authors

Project Demo

https://youtu.be/mJdM6S1yKn8

Heroku Deployment

To deploy this project run following command

  pip install -r requirements.txt
  heroku login
  git add .
  git commit -m "Initial commit"
  heroku create premiumml
  git remote -v
  git push heroku master

Features

  • Light/dark mode toggle
  • Live previews
  • Fullscreen mode
  • Cross platform

🔗 Links

portfolio linkedin twitter

Installation

Install my-project with npm

  pip install sklearn
  pip install flask
  pip install MySQL