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MoKaif / Stroke_Prediction_System

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@MoKaif #3 Enhancement: Introducing Multiple Machine Learning Models for Improved Accuracy #5

Closed Ramghosh16RG closed 1 year ago

Ramghosh16RG commented 1 year ago

Pull Request

Hello @MoKaif,

I hope this message finds you well. I wanted to reach out and share the changes I've made in response to the issue you raised regarding finding a model with improved accuracy and results. I believe these changes will greatly benefit our project.

3 In this pull request, I've introduced several significant enhancements:

  1. Added Logistic Regression model with an accuracy of 95.84%.
  2. Included a Random Forest model with an accuracy of 95.62%.
  3. Introduced an SVM (Support Vector Machine) model with an accuracy of 95.84%.

These additions enable us to compare different machine learning algorithms and choose the one that best suits our project's needs.

I've also taken care to thoroughly test the code, ensuring it functions as expected. Additionally, I've provided comprehensive documentation to help the team understand the implementation process.

I kindly request you to review these changes and consider merging this pull request into the project. Your feedback and approval would be greatly appreciated.

Once again, thank you for bringing this issue to our attention, and I look forward to your response.

Best regards, My Team.

MoKaif commented 1 year ago

Thank you for the contribution! 🙌 Closing this pull request.

Your help is greatly appreciated!