Red Wine Quality Prediction

[Garvit414]

Related Issue

• Info about the related issue

• [x] GSSOC Participant

• [x] Contributor

Closes: #123

Describe the changes you've made

I have added the notebook which predicts the quality of the red wine.

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?

I have tested my model using different machine learning models like Linear Regression, Random Forest, SVM, and many more. Random forest turned out to be the most accurate model for red wine quality prediction

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 tests that prove my fix is effective or that my feature works.
• [x] Any dependent changes have been merged and published in downstream modules.

Screenshots

[Garvit414]

@adithya-s-k @miraj0507 Pls review the PR.

[Garvit414]

@adithya-s-k @miraj0507 Please review the PR.