gouravkhator / framingham-heart-study

Classification Model to predict ten year CHD (heart disease)

Framingham Heart Study

This is a study on the dataset of Framingham Heart Patients. The model predicts whether the patients will have 10-year CHD or not depending on various parameters.

EDA (Exploratory Data Analysis) is done on the given dataset. The data is pre-processed, cleaned and then it is modelled on different classification models.

Dataset Source

The source of dataset is from kaggle : https://www.kaggle.com/amanajmera1/framingham-heart-study-dataset

Project Requirements

To run the project (ipynb file):

• You need a jupyter notebook
• Modules Required :
  • numpy
  • seaborn
  • pandas
  • matplotlib
  • sklearn