Title: A Comparative Study of Techniques for Data Classification based on Naïve Bayes
Abstract:The Naive Bayes model is used for text classification and the data is considered by using the Naive Bayes classifier and also the probabilistic based model. To define the discrete variable we use the ...The Naive Bayes model is used for text classification and the data is considered by using the Naive Bayes classifier and also the probabilistic based model. To define the discrete variable we use the multinomial distribution and for the numeric variable we use the Gaussian distribution. In this research, graphical structure has been considered due to properties of Naive Bayes classifier such as flexibility, energy efficient and high performance. The main idea of classification has been introducedthat is the basic techniques for data classification which includes Naive Bayesian classifier. General Terms Naive Bayes, Text representation, Multinomial distributionDiscretization,Gaussian distribution.Read More
Publication Year: 2015
Publication Date: 2015-02-12
Language: en
Type: article
Access and Citation
AI Researcher Chatbot
Get quick answers to your questions about the article from our AI researcher chatbot