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[stackaway]

Pull Request for ML-Crate 💡

Issue Title:

• Info about the related issue (Aim of the project) : Finding out if the review is positive, negative or neutral.
• Name: Churnika S Mundas
• GitHub ID: stackaway
• Idenitfy yourself: JWOC'24 Contributor

Closes: #128

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

Preprocessed the dataset that is given and proceeded to using Logistic Regression, Random Forest Classifier and SVM models and SVM had the highest accuracy followed by Random Forest Classifier.

Type of change ☑️

What sort of change have you made:

• [ ] Bug fix (non-breaking change which fixes an issue)
• [x] 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? ⚙️

Changes have been tested by plotting graphs and seeing the level of accuracy attained on validation dataset using various models.

Checklist: ☑️

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

[github-actions[bot]]

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

[stackaway]

@abhisheks008 please review this pr and requested to merge it under JWOC'24

[stackaway]

there were 2 .DS_Store files, I was able to delete one, the other I am unable to figure out how to delete. @abhisheks008 can you pls help me out with how I can proceed

[abhisheks008]

there were 2 .DS_Store files, I was able to delete one, the other I am unable to figure out how to delete. @abhisheks008 can you pls help me out with how I can proceed

Can you make a fresh PR for this project after deleting the files from your end.