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Add "Angiographic coronary heart disease "classification model. #95

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kRiShNa-429407 opened this issue May 18, 2024 · 7 comments
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@kRiShNa-429407
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Is your feature request related to a problem? Please describe.

This model takes various [Parameters](Screenshot 2024-05-18 132640) like age , cholesterol, etc, to predict the heart disease (target)

Describe the solution you'd like

To train this model I used various classification machine learning algorithms like KNN , Random Forest , Logistic Regression.
The RandomForest gives me score of 0.885 with tunned hyperparameters.
Screenshot 2024-05-18 133018

Describe alternatives you've considered

No response

Additional context

No response

Code of Conduct

  • I agree to follow this project's Code of Conduct
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Congratulations, @kRiShNa-429407! 🎉 Thank you for creating your issue. Your contribution is greatly appreciated and we look forward to working with you to resolve the issue. Keep up the great work!

We will promptly review your changes and offer feedback. Keep up the excellent work! Kindly remember to check our contributing guidelines

@SrijanShovit
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Dataset link?

@kRiShNa-429407
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Okk wait

@kRiShNa-429407
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kRiShNa-429407 commented May 18, 2024

The original set comes from the UCI Machine Learning Repository

https://archive.ics.uci.edu/dataset/45/heart+disease

@SrijanShovit
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but you see it's same is what's going in one of the projects, if you didn't explore.

@SrijanShovit
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but you see it's same is what's going in one of the projects, if you didn't explore.

Need not have a separate issue about it.

@kRiShNa-429407
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okk

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