SrijanShovit / HealthLearning

A repo comprising of various Machine Learning and Deep Learning projects in healthcare domain.
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Add "Angiographic coronary heart disease "classification model. #95

Closed kRiShNa-429407 closed 1 month ago

kRiShNa-429407 commented 1 month ago

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

github-actions[bot] commented 1 month ago

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 commented 1 month ago

Dataset link?

kRiShNa-429407 commented 1 month ago

Okk wait

kRiShNa-429407 commented 1 month ago

The original set comes from the UCI Machine Learning Repository

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

SrijanShovit commented 1 month ago

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

SrijanShovit commented 1 month ago

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 commented 1 month ago

okk