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Implemented Student attendance model #535

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rajneeshkabdwal4
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Pull Request for ML-Crate 💡

Issue Title: Student Attendance based on Weather Conditions

  • Info about the related issue (Aim of the project) : Developement of a Machine Learning Model used to predict Student Attendance.
    Rajneesh Kabdwal
    rajneeshkabdwal4
    Mentee

Closes: #514

Describe the add-ons or changes you've made 📃

Implemented following ML models:
Random forest
Decision tree
Logistic regression
Lasso
Ridge
Gradient boosting
XgBoost
MLP

Give a clear description of what have you added or modifications made

Type of change ☑️

What sort of change have you made:

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Code style update (formatting, local variables)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • This change requires a documentation update

How Has This Been Tested? ⚙️

Describe how it has been tested
Describe how have you verified the changes made

Checklist: ☑️

  • My code follows the guidelines of this project.
  • I have performed a self-review of my own code.
  • I have commented my code, particularly wherever it was hard to understand.
  • I have made corresponding changes to the documentation.
  • My changes generate no new warnings.
  • I have added things that prove my fix is effective or that my feature works.
  • Any dependent changes have been merged and published in downstream modules.

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Our team will soon review your PR. Thanks @rajneeshkabdwal4 :)

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@abhisheks008 abhisheks008 left a comment

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Follow the project structure and put your files according to that. Check out the other projects and put your files properly in Dataset, Images and Model folder.

@rajneeshkabdwal4

@abhisheks008 abhisheks008 added the Requested Changes ⚙️ Some changes have been requested in this PR. label Jan 18, 2024
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Student Attendance based on Weather Conditions
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