Medical Recommendation System

[Shiroirose]

Pull Request for ML-Crate 💡

Issue Title: Medical Recommendation System

• Info about the related issue (Aim of the project) : This project aims to diagnose patients based on given symptoms and predict the disease and provide details about it, like workouts, precautions, medications and diets.
• Name: Sebonti Patra
• Email ID for further communication: sebo1910kol@gmail.com
• GitHub ID: https://github.com/Shiroirose
• Idenitfy yourself: SSOC'03 2024 Contributor

Closes: #631

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

-loaded the dataset

• did a comprehensive EDA on the dataset and plotted histogram and heatmap to find relation between all features
• used libraries to train 8 different models and check for highest accuracy
• chose the best model for prediction of the disease
• made a prediction model which takes in symptoms from the patient and outputs the disease along with its details

Type of change ☑️

What sort of change have you made:

• 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? ⚙️

-i have trained the models in Jupyter Notebook

• 2 tests have been run to check for the correct predicted disease , and one test to give the predicted disease and all details in the notebook
• Please install all required dependencies and run each cell of the notebook provided sequentially

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 @Shiroirose :)

[abhisheks008]

Approved @Shiroirose

[Shiroirose]

Approved @Shiroirose

thank you sir