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Fixes #785 Dementia Prediction Model #787

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merged 3 commits into from
Nov 6, 2024

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Varunshiyam
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Related Issues or bug

Dementia is challenging to predict due to its complex and progressive nature. Several factors contribute to the risk of dementia, including:

  • Demographic Information: Age, gender, education level.
  • Medical History: Family history of dementia, comorbid conditions.
  • Cognitive Test Scores: Results from standardized assessments.

Fixes: #785

Proposed Changes

The model is trained using various machine learning algorithms to determine the most effective approach for dementia prediction. Algorithms include:

  • Logistic Regression
  • Decision Trees
  • Random Forests
  • Support Vector Machines (SVM)

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github-actions bot commented Nov 6, 2024

👋 Thank you for opening this pull request! We appreciate your contribution to improving this project. Your PR is under review, and we'll get back to you shortly.
Don't forget to mention the issue you solved!.

To help move the process along, please tag @UppuluriKalyani, @Neilblaze, and @SaiNivedh26 for a faster review!

@UppuluriKalyani UppuluriKalyani merged commit 3dd58a6 into UppuluriKalyani:main Nov 6, 2024
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github-actions bot commented Nov 6, 2024

🎉🎉 Thank you for your contribution! Your PR #787 has been merged! 🎉🎉

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Dementia Prediction Model
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