Bayesian filtering
Encyclopedia
Bayesian filtering may refer to:
- Bayesian spam filteringBayesian spam filteringBayesian spam filtering is a statistical technique of e-mail filtering. It makes use of a naive Bayes classifier to identify spam e-mail.Bayesian classifiers work by correlating the use of tokens , with spam and non spam e-mails and then using Bayesian inference to calculate a probability that an...
, a method to detect spam. - Recursive Bayesian estimationRecursive Bayesian estimationRecursive Bayesian estimation, also known as a Bayes filter, is a general probabilistic approach for estimating an unknown probability density function recursively over time using incoming measurements and a mathematical process model.-In robotics:...
, a method to estimate the state of a system evolving in time. - Bayes' theoremBayes' theoremIn probability theory and applications, Bayes' theorem relates the conditional probabilities P and P. It is commonly used in science and engineering. The theorem is named for Thomas Bayes ....