Multinomial Naive Bayes

This type of naïve bayes process is used and suggested for the samples that represent the frequencies which occur in certain events that are obtained by means of multinomial process. This type of multinomial naïve bayes classifier is said as linear classifier is always expressed in terms of log-space and Laplace transform process for the smoothing of the naïve bayes.