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Converged Logistic Regression model and scaled data #98

Merged
merged 2 commits into from
Oct 5, 2024
Merged

Converged Logistic Regression model and scaled data #98

merged 2 commits into from
Oct 5, 2024

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shristirwt
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Pull Request

Title

Converged Logistic Regression model and scaled data

Description

I converged Logistic regression model as it was not converging due to less iterations. I also scaled the data. Along with this the Random Forest classifier was modified

Related Issues

Fixes #97

Changes Made

1.imported standard scaler to scale the data
2.used saga solver and incresed the number of iterations
3.imported accuracy_score

Checklist

  • [ x] I have tested the changes locally
  • Documentation has been updated (if necessary)
  • [ x] Changes are backward-compatible

Screenshot

Screenshot 2024-10-05 103341

Screenshot 2024-10-05 103348

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vercel bot commented Oct 5, 2024

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github-actions bot commented Oct 5, 2024

Thank you for submitting your pull request! 🙌 We'll review it as soon as possible. In the meantime, please ensure that your changes align with our CONTRIBUTING.md. If there are any specific instructions or feedback regarding your PR, we'll provide them here. Thanks again for your contribution! 😊

@manikumarreddyu manikumarreddyu merged commit 77d50fe into manikumarreddyu:main Oct 5, 2024
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github-actions bot commented Oct 5, 2024

🎉 Your pull request has been successfully merged! 🎉 Thank you for your valuable contribution to our project. Your efforts are greatly appreciated. Feel free to reach out if you have any more contributions or if there's anything else we can assist you with. Keep up the fantastic work! 🚀

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Successfully merging this pull request may close these issues.

[Bug]: Logistic Regression model failing to converge
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