Soil Moisture Prediction #337

[Var69]

Pull Request for ML-Crate 💡

Issue Title:

• Info about the related issue (Aim of the project) :
• Name: <!--Varun Nair->
• GitHub ID:

Closes: #337

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

I have done exploratory data analysis and used three algorithms to predict soil moisture . I have used Linear regression, SVM and Decison Tree and got accuracy of 99.8% in Decision Tree and 99.3% and 0.6% in Linear Regression

Type of change ☑️

What sort of change have you made:

• [ ] 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? ⚙️

Describe how it has been tested Describe how have you verified the changes made

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 @Var69 :)