Improvements:
Consistency and Readability:
Use consistent variable naming throughout the class (divided_classes, joint_prob, likelihood, etc.).
Efficiency:
Consider vectorization or optimization techniques for better performance, especially in loops iterating over data points.
Documentation:
Ensure all functions have clear docstrings describing parameters and return values for better readability and understanding.