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College Placement Prediction Model #854

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Varunshiyam opened this issue Nov 9, 2024 · 2 comments · Fixed by #855
Closed

College Placement Prediction Model #854

Varunshiyam opened this issue Nov 9, 2024 · 2 comments · Fixed by #855
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@Varunshiyam
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Is your feature request related to a problem? Please describe.

Predicting college placements accurately is challenging due to:

  • Variety of Influencing Factors: Academic scores, previous experience, and other personal characteristics affect placement outcomes.
  • Data Quality: Differences in available data for each student can affect model accuracy.
  • Feature Engineering: Identifying key predictive factors is crucial for improving the model’s performance.

Describe the solution you'd like

The model is built using several machine learning algorithms, including:

  • Logistic Regression
  • Decision Trees
  • Random Forest
  • Support Vector Machine (SVM)
@Varunshiyam Varunshiyam added the enhancement New feature or request label Nov 9, 2024
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github-actions bot commented Nov 9, 2024

Thanks for creating the issue in ML-Nexus!🎉
Before you start working on your PR,
Pull the latest changes to avoid any merge conflicts.

  • Attach before & after screenshots in your PR for clarity.
  • Include the issue number in your PR description for better tracking.
    Happy open-source contributing!☺️

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Hello @Varunshiyam! Your issue #854 has been closed. Thank you for your contribution!

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