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- Markov_blanket abstract "In machine learning, the Markov blanket for a node in a Bayesian network is the set of nodes composed of 's parents, its children, and its children's other parents. In a Markov network, the Markov blanket of a node is its set of neighboring nodes. A Markov blanket may also be denoted by .Every set of nodes in the network is conditionally independent of when conditioned on the set , that is, when conditioned on the Markov blanket of the node . The probability has the Markov property; formally, for distinct nodes and The Markov blanket of a node contains all the variables that shield the node from the rest of the network. This means that the Markov blanket of a node is the only knowledge needed to predict the behavior of that node. The term was coined by Pearl in 1988.In a Bayesian network, the values of the parents and children of a node evidently give information about that node; however, its children's parents also have to be included, because they can be used to explain away the node in question.".
- Markov_blanket thumbnail Diagram_of_a_Markov_blanket.svg?width=300.
- Markov_blanket wikiPageID "1169984".
- Markov_blanket wikiPageRevisionID "577416779".
- Markov_blanket hasPhotoCollection Markov_blanket.
- Markov_blanket subject Category:Bayesian_networks.
- Markov_blanket subject Category:Markov_networks.
- Markov_blanket subject Category:Probability_theory.
- Markov_blanket type Abstraction100002137.
- Markov_blanket type BayesianNetworks.
- Markov_blanket type Group100031264.
- Markov_blanket type MarkovNetworks.
- Markov_blanket type Network108434259.
- Markov_blanket type System108435388.
- Markov_blanket comment "In machine learning, the Markov blanket for a node in a Bayesian network is the set of nodes composed of 's parents, its children, and its children's other parents. In a Markov network, the Markov blanket of a node is its set of neighboring nodes. A Markov blanket may also be denoted by .Every set of nodes in the network is conditionally independent of when conditioned on the set , that is, when conditioned on the Markov blanket of the node .".
- Markov_blanket label "Couverture de Markov".
- Markov_blanket label "Markov blanket".
- Markov_blanket sameAs Couverture_de_Markov.
- Markov_blanket sameAs m.04d48j.
- Markov_blanket sameAs Q3001792.
- Markov_blanket sameAs Q3001792.
- Markov_blanket sameAs Markov_blanket.
- Markov_blanket wasDerivedFrom Markov_blanket?oldid=577416779.
- Markov_blanket depiction Diagram_of_a_Markov_blanket.svg.
- Markov_blanket isPrimaryTopicOf Markov_blanket.
