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This website provides a platform for users to predict their likelihood of developing diabetes based on various factors.

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We can more model like xgboost , cat boost and lightgbm model for better accuracy in .ipynb file. The code can be added here in model training: ![image](https://github.com/BamaCharanChhandogi/Diabetes-Prediction/assets/129419372/2a72b778-6e64-45fb-832e-f4d4537160e5)

level1
gssoc

I think if the text will be aligned to the center then it will look more good ![Screenshot 2024-05-31 112412](https://github.com/BamaCharanChhandogi/Diabetes-Prediction/assets/118350936/dcfd5bf3-c75d-4c69-b1dc-79cd6c29ecc0)

level1
gssoc

Enhance the user experience during page loading by replacing a simple text with a more interactive and professional element, such as an icon. Assign this issue under GSSOC 2k24.

level1
gssoc

Login/signup option can be added into the website , later on a logged in person's previous history can be stored and used for predictions .

gssoc

A hover effect can be added to the cards in the visualization section to make the site look more attractive and appealing ![image](https://github.com/BamaCharanChhandogi/Diabetes-Prediction/assets/143169451/f9ddc11c-d6c6-4a8d-8421-c46f1c43fc21)

### Is there an existing issue for this? - [X] I have searched the existing issues ### Feature Description There is no proper alignment in the footer and more social...

enhancement
gssoc

According to the code in App.jsx , all the pages load at once even when the user doesn't click on anything. As the app scales, this can increase the loading...

gssoc

A dedicated web page should provide users with detailed information on managing diabetes, healthy lifestyle tips, and preventive measures, ensuring they have easy access to valuable resources for better health...

This proposal suggests incorporating a feature that automatically generates a closing greeting message when an issue is closed within the project's issue tracker.

The use of Gradient Boosting Machines algorithms ( XGBoost) or Neural Networks can enhance the performance of the model . Please assign me ,to work on this issue.