[Machine Learning Classification Project] Need of caesarian section for pregnant women

Description

This is a project to assess the need of caesarian section for pregnant women based on their health condition and history of prior deliveries. The objectives of this project are to:

1. Understand the data available
2. Test rapidly different classification models
3. Assess the best model(s) and improve them
4. Present the results and what could be further addressed.

Table of contents

• 1_Problem_description_and_EDA.ipynb [Jupyter notebook]
• 2_Data_preparation_and_Modeling.ipynb [Jupyter notebook]
• caesarian.csv [CSV file]

Source of data

UCI Machine Learning Repository: Caesarian Section Classification Dataset