Medical_Cost_Analysis_Clover_Of_AI
所属分类:生物医药技术
开发工具:Jupyter Notebook
文件大小:0KB
下载次数:0
上传日期:2022-08-22 19:59:15
上 传 者:
sh-1993
说明: 全球人工智能中心项目-1,
(Global AI Hub Proje-1,)
文件列表:
func.py (63, 2022-08-22)
medical_cost_analysis.ipynb (383283, 2022-08-22)
requirements.txt (133, 2022-08-22)
# Medical Cost Analysis
It is a machine learning model for estimating expenditures in the field of health. This study was conducted as part of Global AI Hub's AI Summer Camp'22.
## Model and Data
- Data: [Kaggle Dataset](https://www.kaggle.com/datasets/mirichoi0218/insurance).
- [Regression Method: Random Forest Regressor](https://scikit-learn.org/stable/modules/generated/sklearn.ensemble.RandomForestRegressor.html)
## Files
- medical_cost_analysis.ipynb is a interative notebook that contain codes in.
- funcy.py is a functions files used in medical_cost_analysis.ipynb.
## Library
- python=3.8
- matplotlib
- scikit-learn
- seaborn
- pandas
- numpy
You can find all the library in the requirements.txt
## Author
- [Abdülaziz Can](https://github.com/abdulazizcan)
- [mer Yldrm](https://github.com/omer-yildirim)
- [Tunahan Demirkol](https://github.com/TunahanDemirkol)
- [eymanur Yaa](https://github.com/seymanuryasa)
- [Ata Berk Frat](https://github.com/ataberk771)
## License
[MIT](https://opensource.org/licenses/MIT)
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