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.

• 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]

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

[abhisheks008]

Follow the project structure. This will not work.