Skip to search formSkip to main contentSkip to account menu

Naive Bayes classifier

Known as: Bayesian Classifiers, Naive-Bayes, Naïve Bayesian classification 
In machine learning, naive Bayes classifiers are a family of simple probabilistic classifiers based on applying Bayes' theorem with strong (naive… 
Wikipedia (opens in a new tab)

Related topics

Related topics

49 relations
Activity recognitionAdditive smoothingAlgorithmApache Mahout

Broader (1)

Statistical classification

Papers overview

Semantic Scholar uses AI to extract papers important to this topic.
Highly Cited
2014
Highly Cited
2014
Bangla news classification using naive Bayes classifier
Web is gigantic and being constantly update. Bangla news in web are rapidly grown in the era of information age where each news… 
2013
2013
Self-adaptive probability estimation for Naive Bayes classification
Probability estimation from a given set of training examples is crucial for learning Naive Bayes (NB) Classifiers. For an… 
2013
2013
NAÏVE BAYES CLASSIFIER DAN SUPPORT VECTOR MACHINES UNTUK SENTIMENT ANALYSIS
Text mining refers to the process of deriving high-quality information from text. High-quality information is typically derived… 
2012
2012
Layered approach for intrusion detection using naïve Bayes classifier
Intrusion detection is the process of monitoring and analyzing the events occurring in a computer system in order to detect signs… 
2010
2010
Naive Bayes Classifier based Arabic document categorization
Text Categorization aims to assign an electronic document to one or more categories based on its contents. Due to the rapid… 
2010
2010
Naive Bayes Classifier for Positive Unlabeled Learning with Uncertainty
Existing algorithms for positive unlabeled learning (PU learning) only work with certain data. However, data uncertainty is… 
2007
2007
Robust Approach for Estimating Probabilities in Naive-Bayes Classifier
Naive-Bayes classifier is a popular technique of classification in machine learning. Improving the accuracy of naive-Bayes… 
Highly Cited
2007
Highly Cited
2007
Alteration of submarine basaltic glass from the Ontong Java Plateau: A STXM and TEM study
2006
2006
Modified Naïve Bayes Classifier for E-Catalog Classification
As the wide use of online business transactions, the volume of product information that needs to be managed in a system has… 
Highly Cited
2004
Highly Cited
2004
Naive Bayes Classifiers That Perform Well with Continuous Variables
  • R. Bouckaert
  • Australian Conference on Artificial Intelligence
  • 2004
  • Corpus ID: 37154569
There are three main methods for handling continuous variables in naive Bayes classifiers, namely, the normal method (parametric… 
By clicking accept or continuing to use the site, you agree to the terms outlined in our Privacy Policy (opens in a new tab), Terms of Service (opens in a new tab), and Dataset License (opens in a new tab)