Weight at Birth Prediction

In this project, we try to find a suitable solution for predicting the weight of newborns at birth with the help of data mining. You can access the original dataset at US_births(2018) Dataset and preprocessed dataset at Preprocessed.

Covered Subjects

• Dataset Description
• EDA
• Preprocessing
• Setup & Modeling
  • Linear Regression
  • Classification
• Evaluation

For Mored Detailed Overview Of Steps, Challenges and Results Read This

Prerequisites

• jenkspy

  pip install jenkspy

• pandas

  pip install pandas

• matplotlib

  pip install matplotlib

• numpy

  pip install numpy

• seaborn

  pip install seaborn

• statsmodels

  pip install statsmodels

• scipy

  pip install scipy

• sklearn

  pip install sklearn

• graphviz

  pip install graphviz

• mlxtend

  pip install mlxtend

• pydotplus

  pip install pydotplus

• imblearn

  pip install imblearn

Contributing

Contributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are greatly appreciated.

Contact

Find us at:

• Elaheh Toulabi Nejad
• Mohammad Mirsafaei