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Added Blood Donation Prediction #783

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merged 1 commit into from
Jul 18, 2024
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bristiHalder
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Description

  • The data was collected from the donor database of the Blood Transfusion Service Center in Hsin-Chu City in Taiwan.
  • The UCI Machine Learning Repository dataset consists of a random sample of 748 donors.
  • The task is to predict if a blood donor will donate within a given time window.
  • Selecting the model is done using TPOT
  • Log normalization is used.
  • Logistic regression, random forest, and tpot algorithms are used.

Fixes #761

Type of change

  • Added new machine learning frameworks, libraries, or software.

Checklist:

  • My code follows the style guidelines of this project
  • I have performed a self-review of my code
  • I have commented on my code, particularly in hard-to-understand areas
  • My changes generate no new warnings

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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! 😊

@sanjay-kv sanjay-kv merged commit 8e30232 into recodehive:main Jul 18, 2024
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💡[Feature]: Blood Donation Prediction
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