heart disease

[ramana2074]

Pull Request for PyVerse 💡

Requesting to submit a pull request to the PyVerse repository.

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Issue Title

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Heart Disease Detection

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Info about the Related Issue

What's the goal of the project?
This project aims to predict the presence of heart disease in a patient using machine learning classifiers. We explore and preprocess the dataset, then implement and evaluate three different models:

K-Nearest Neighbors (KNN)
Decision Tree Classifier
Random Forest Classifier

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Name

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Venkata Ramana Billana

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GitHub ID

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ramana2074

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Email ID

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[email protected]

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Identify Yourself

Mention in which program you are contributing (e.g., WoB, GSSOC, SSOC, SWOC).
GSSOC 2024 extended contributor

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Closes

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*Closes: #663

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Describe the Add-ons or Changes You've Made

Give a clear description of what you have added or modified.
Added Heart Disease Detection using machine learning ipynb file and dataset used also.

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Type of Change

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• [] Bug fix (non-breaking change which fixes an issue)
• New feature (non-breaking change which adds functionality)
• Code style update (formatting, local variables)
• Breaking change (fix or feature that would cause existing functionality to not work as expected)
• This change requires a documentation update

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How Has This Been Tested?

Describe how your changes have been tested.
Evaluayed with three different algorithms.

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Checklist

Please confirm the following:

• My code follows the guidelines of this project.
• I have performed a self-review of my own code.
• I have commented my code, particularly wherever it was hard to understand.
• I have made corresponding changes to the documentation.
• My changes generate no new warnings.
• I have added things that prove my fix is effective or that my feature works.
• Any dependent changes have been merged and published in downstream modules.

[github-actions]

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[ruhi47]

Good work!

[ramana2074]

New PR is added into this please look at it also. for issue number #610
title: Distracted Driver Detection