Index
Machine Learning FAQ
What is the decision boundary for Naive Bayes?
It’s a (piecewise) quadratic decision boundary for the Gaussian model. The multinomial model has a linear boundary. Below, I plotted some examples:
1) UCI Wine Dataset

2) An XOR toy dataset
