Description:
This is a repo of tools for understanding and utilizing the Gaussian Naive Bayes algorithm for machine learning. See the ipynb file to understand the code layout and see the presentation and appendix for more information on the algorithm.
Files Included:
- Gaussian_NB_Code_Sample.ipynb: Jupyter Notebook code showing model training using Gaussian Naive Bayes
- Naive Bayes.pdf: Slideshow presentation explaining the Naive Bayes algorithm
- Appendix_AssessmentM09.pdf: Appendix of used and extra info pertaining to comprehension of Naive Bayes
Links:
Dataset used in sample code: https://www.kaggle.com/datasets/uciml/pima-indians-diabetes-database