And a probit regression uses an inverse normal link function:
1. Naive Bayes
Assumption
- Assume features are conditionally independent, given the class.
- In practice, of course, this is not often the case, features often are somewhat correlated. In practices, features are correlated.
1.1 Multinomial Naive Bayes classifiers