Naive bayes Part-2

Dive further into Naive Bayes in this two-part lesson. Naive Bayes algorithms are based on Bayes’ rule that you studied in the previous lessons, and it works very well for Natural Language Problems like Document Classification and Spam Filtering.

Types of Naive Bayes algorithms

%0 node_1 Naive Bayes node_2 Gaussian Naive Bayes node_1->node_2 node_3 Multinomial Naive Bayes node_1->node_3 node_4 Complement Naive Bayes node_1->node_4 node_1598196496337 Bernoulli Naive Bayes node_1->node_1598196496337
Naive Bayes Methods

The different Naive Bayes classifiers differ mainly by the assumptions they make regarding the distribution of P(xiy)P(x_i | y) ...