Automobiles Sales Data Analysis #576

[DarkRaiderCB]

Pull Request for ML-Crate 💡

Automobiles Sales Data Analysis:

• EDA of Automobile Sales Data, and implementation of various ML models and identify best model :
• Name: Sanyog Mishra
• Email ID for further communication: sanyog16355@gmail.com
• GitHub ID: https://github.com/DarkRaiderCB
• Idenitfy yourself: SSOC contributor

Closes: #576

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

Completed the project as per instructions.

1. Loaded the dataset.
2. Did a comprehensive EDA on the dataset and visualizations.
3. Used libraries to train 7 different models and check for highest accuracy.
4. Chose the best model for prediction of the disease.

Type of change ☑️

What sort of change have you made:

• [x] 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? ⚙️

Tested using evaluation metrics.

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 @DarkRaiderCB :)

[DarkRaiderCB]

@abhisheks008 Thankyou sir!!