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Heart disease is a leading global mortality cause, challenging health systems and individual well-being. Accurate prediction is key for prevention. Machine learning offers a promising tool in predictive analytics, identifying patterns traditional methods miss. This work benchmarks various algorithms to determine which predicts best.

Python 74.76% Jupyter Notebook 25.24%

heartdisease_predictor's Introduction

To replicate this analysis, following steps:

  1. Download de repository
git clone [email protected]:jpcrespo/heartdisease_predictor.git
cd heartdisease_predictor
  1. Once in the folder create a virtual environment in Python, activate and install the requeriments
python -m venv project
project/Script/Activate  %Linux: $ source project/bin/activate
(project) pip install -R req.txt
  1. To generate all images and results
python solution.py

heartdisease_predictor's People

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