Submitting the project

[akanksha-2002]

Pull Request for ML-Crate 💡

Issue Title: Submitting the Hepatitis C Virus Prediction and Analysis

• The goal was to Create a analysis and prediction model for the given dataset.
• Name: Akanksha Bhimte
• **GitHub ID: akanksha-2002
• Idenitfy yourself: KWOC contributor

Closes: 472

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

I generated an EDA for the model, did data manipulation and cleansed the data to form a visualisation to analyse the relationship between different variables. Additionally, calculated a correlation heatmap to see how different variables interact with each other. Based on this pretext, used 4 different algorithms to determine the best model fit.

• [x] My code follows the code style of this project. -->✅
• [ ] 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- Using algorithms Describe how have you verified the changes made- by running the code

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.✅

[github-actions[bot]]

Our team will soon review your PR. Thanks @akanksha-2002 :)