Crop Recommendation System

[theshredbox]

Related Issue

• Info about the related issue

• The model aims at suggesting crops that are best suited to grow under user-given inputs. 6 ML Models were trained and the most optimum models were used to make predictions.

• [x] Hacktoberfest Participant

• [x] Contributor

Closes: #17

Describe the changes you've made

Used the Crop Recommendation dataset, performed data exploration and then trained several ML models to make crop based predictions.

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)
• [x] Code style update (formatting, local variables)
• [x] 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?

Models were trained on test data and cross-validation score was calculated. To make predictions, user input was given as an array.

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 tests that prove my fix is effective or that my feature works.
• [x] Any dependent changes have been merged and published in downstream modules.

Screenshots

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