Add water quality project #1147
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Hi maintainers! Could you please review my PR when you have time? Let me know if any changes are required. Thanks! |
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Issue Title
Water Quality Analysis Project
This project implements a machine learning-based water quality analysis system using various classification models.
I have provided the issue title.
Info about the Related Issue
What's the goal of the project?
The goal is to develop a machine learning model to classify water quality into potable and non-potable categories based on various water quality parameters.
I have described the aim of the project.
Name
RAJA
This is my name for the contribution.
I have provided my name.
GitHub ID
RAJA00007
This is my GitHub ID for further references.
I have provided my GitHub ID.
Email ID
[email protected]
This is my email ID for further communication.
I have provided my email ID.
Identify Yourself
SWOC
I am contributing under the SWOC program.
I have mentioned my participant role.
Closes
Closes: #1143
The issue number this pull request closes.
I have provided the issue number.
Describe the Add-ons or Changes You've Made
Added Water Quality Monitoring project
I have added a machine learning-based water quality monitoring project, which includes classification models and necessary preprocessing techniques.
I have described my changes.
Type of Change
New feature (non-breaking change which adds functionality)
This change adds a new machine learning-based water quality monitoring feature.
New feature
How Has This Been Tested?
Tested by training and validating multiple models using water quality data
The models used have been trained, tested, and validated using the Kaggle dataset provided for water quality analysis.
I have described my testing process.
Checklist
Please confirm the following:
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.