Question: is gaussian naive bayes linear?
Answer: Naive Bayes is a linear classifier Naive Bayes leads to a linear decision boundary in many common cases. Illustrated here is the case where P(xα|y) is Gaussian and where σα,c is identical for all c (but can differ across dimensions α). The boundary of the ellipsoids indicate regions of equal probabilities P(x|y).