Add Cross-Validation for Improved Model Evaluation

[protham02]

The current implementation lacks cross-validation, which could lead to biased results. Implementing k-fold cross-validation would provide a better assessment of model performance and generalization.

[protham02]

can you please add tags gssos extended, hactoberfest, hactoberfest accepted, etc.

[Moses-Mk]

Assign this to me, i will work on the cross validation to assure the data is not biased, i will also add additional features that handle class imbalances in case they i notice them and regularization techniques to prevent overfitting the model.

Looking forward,
Thanks

[github-actions]

✅ This issue has been successfully closed. Thank you for your contribution and helping us improve the project! If you have any more ideas or run into other issues, feel free to open a new one. Happy coding! 🚀