• A Bayesian network (also known as a Bayes network, Bayes net, belief network, or decision network) is a probabilistic graphical model that represents...
    53 KB (6,631 words) - 09:22, 12 July 2024
  • Thumbnail for Dynamic Bayesian network
    dynamic Bayesian network (DBN) is a Bayesian network (BN) which relates variables to each other over adjacent time steps. A dynamic Bayesian network (DBN)...
    8 KB (701 words) - 22:43, 27 November 2023
  • learning. Bayesian networks that model sequences of variables, like speech signals or protein sequences, are called dynamic Bayesian networks. Generalizations...
    134 KB (14,772 words) - 03:33, 8 July 2024
  • Thumbnail for Naive Bayes classifier
    the classifier its name. These classifiers are among the simplest Bayesian network models. Naive Bayes classifiers are highly scalable, requiring a number...
    35 KB (5,489 words) - 21:59, 3 June 2024
  • Bayesian statistics (/ˈbeɪziən/ BAY-zee-ən or /ˈbeɪʒən/ BAY-zhən) is a theory in the field of statistics based on the Bayesian interpretation of probability...
    19 KB (2,393 words) - 14:53, 5 July 2024
  • dynamic decision networks, game theory and mechanism design. Bayesian networks are a tool that can be used for reasoning (using the Bayesian inference algorithm)...
    231 KB (23,385 words) - 16:44, 14 July 2024
  • decision network) is a compact graphical and mathematical representation of a decision situation. It is a generalization of a Bayesian network, in which...
    12 KB (1,476 words) - 13:54, 8 June 2024
  • Bayesian analysis – Type of sensitivity analysis Variable-order Bayesian network Variational Bayesian methods – Mathematical methods used in Bayesian...
    6 KB (991 words) - 19:50, 14 April 2024
  • Thumbnail for Markov random field
    A Markov network or MRF is similar to a Bayesian network in its representation of dependencies; the differences being that Bayesian networks are directed...
    19 KB (2,777 words) - 08:08, 29 April 2024
  • Thumbnail for Markov blanket
    Markov blanket (category Bayesian networks)
    Markov blanket. The Markov boundary of a node A {\displaystyle A} in a Bayesian network is the set of nodes composed of A {\displaystyle A} 's parents, A {\displaystyle...
    4 KB (538 words) - 06:28, 15 May 2024