# Introduction Among the classification predictions, there are few algorithms based on probability theory. Naive Bayes is one of them. The naive Bayesian algorithm is simple to implement and the efficiency of predictive classification is very high. Generally, naive Bayes is a very common algorithm. This chapter mainly explains the principle of naive Bayes algorithm from Bayes' theorem and parameter estimation, and combines it with data to implement it. Finally, we will present a practical application.
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