Machine Learning for Keyphrases Extraction Based on Naive Bayesian Classifier

2006 ◽  
Author(s):  
Jiabing Wang ◽  
Hong Peng ◽  
Jingsong Hu
Keyword(s):  
Machine Learning ◽  
Bayesian Classifier ◽  
Naïve Bayesian Classifier ◽  
Naive Bayesian ◽  
Naive Bayesian Classifier ◽  
Naïve Bayesian

Analysis of Machine Learning Methods Using Spam Filtering

2021 ◽  
pp. 25-28
Author(s):  
Nataliya Boyko ◽  
Oleksandra Dypko
Keyword(s):  
Machine Learning ◽  
Bayesian Classifier ◽  
Spam Filtering ◽  
Learning Methods ◽  
Naïve Bayesian Classifier ◽  
Naive Bayesian ◽  
Naive Bayesian Classifier ◽  
Machine Learning Methods ◽  
Naïve Bayesian

The paper considers methods of the naive Bayesian classifier. Experiments that show independence between traits are described. Describes the naive Bayesian classifier used to filter spam in messages. The aim of the study is to determine the best method to solve the problem of spam in messages. The paper considers three different variations of the naive Bayesian classifier. The results of experiments and research are given.

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