# Lung Cancer Predition ML Project

A Machine Learning project leveraging synthetic patient data to predict lung cancer risk.

<br> <br>

*Authors: [Krzysztof Adamczyk](https://github.com/KAdamczykk), [Paweł Florek](https://github.com/FlorekPawel), [Julia Kruk](https://github.com/krukj) & [Nadia Serafin](https://github.com/nadias03)*

 ## Data source

[Synthea dataset | Harvard Dataverse](https://dataverse.harvard.edu/dataset.xhtml?persistentId=doi:10.7910/DVN/GD5XWE)

 ## Used technologies 

- programming language: **Python**

- used technologies and libraries:

  - numpy

  - pandas

  - seaborn, matplotlib

  - sklearn

## Project structure

```

ML-Synthea-lung-cancer-prediction/

  ├── data/                       # Raw data

  ├── notebooks/                  # Jupyter Notebooks    

  ├── validation_data/            # Data for validation

  └── README.md                   # This file

```