cs5 Describe ideas of naive Bayesian classificationSolutionN

cs5

Describe ideas of naive Bayesian classification.

Solution

Naive Bayesian classification is a probabilistic classifiers based on bayes theorem. Nave bayes model are known under a variety of names including simple bayes and independence bayes. It is representented as vectors of feature values, where the class labels are drawn from finite set. We use conditional probability here. Like

posterior=(priorxlikehood)/evidence