Naive Bayes From Scratch

Part 1

Creating a python class that implements Gaussian Naive Bayes from scratch. The conditional probabilities are calculated as follows:

Part 2

Testing the performance and accuracy of my implementation against the GaussianNB implementation in scikit-learn. Using the following datasets for testing:

• Penguins_af.csv
• GlassV2.csv
• Diabetes.csv