https://github.com/baghettigh/predict-f1-podium

A streamlit app that predicts if the driver will finish on the podium
https://github.com/baghettigh/predict-f1-podium

data-science decision-tree-classifier formula1 machine-learning streamlit

Last synced: 5 months ago
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A streamlit app that predicts if the driver will finish on the podium

• Host: GitHub
• URL: https://github.com/baghettigh/predict-f1-podium
• Owner: BaghettiGH
• Created: 2024-11-28T09:05:19.000Z (over 1 year ago)
• Default Branch: main
• Last Pushed: 2024-12-08T10:18:57.000Z (over 1 year ago)
• Last Synced: 2025-03-30T23:13:05.709Z (about 1 year ago)
• Topics: data-science, decision-tree-classifier, formula1, machine-learning, streamlit
• Language: Jupyter Notebook
• Homepage: https://predict-f1-podium.streamlit.app/
• Size: 10.4 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# F1 Podium Predictor (2024)

This is a streamlit application that predicts if a driver will finish on the top 3 by using their: 

- Free Practice 1 Position

- Free Practice 2 Position

- Free Practice 3 Position

- Starting Position

- Driver's Total Podium Count

- Driver's Total Pole Position Count

![App Screenshot](images/screenshot.jpg)

The model used for this application is **Decision Tree Classifier** which has an accuracy of **91%**