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Class: BayesianNetwork

Probabilistic technique that uses Bayesian inference for probability

computations using a directed acyclic graph

URI: ai:BayesianNetwork

 classDiagram
    class BayesianNetwork
    click BayesianNetwork href "../BayesianNetwork/"
      Technique <|-- BayesianNetwork
        click Technique href "../Technique/"
      StatisticalTechnique <|-- BayesianNetwork
        click StatisticalTechnique href "../StatisticalTechnique/"

Inheritance

Class Properties

Property Value
Class URI ai:BayesianNetwork

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Bayesian Network

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 22989:2022 3.3.1
upstream_iri https://w3id.org/dpv/ai/owl#BayesianNetwork
dpv_extension_slug ai

Schema Source

Mappings

Mapping Type Mapped Value
self ai:BayesianNetwork
native ai:BayesianNetwork
exact dpv_ai:BayesianNetwork, dpv_ai_owl:BayesianNetwork

LinkML Source

Direct

name: BayesianNetwork
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.1
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#BayesianNetwork
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Probabilistic technique that uses Bayesian inference for probability

  computations using a directed acyclic graph'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Bayesian Network
exact_mappings:
- dpv_ai:BayesianNetwork
- dpv_ai_owl:BayesianNetwork
is_a: StatisticalTechnique
mixins:
- Technique
class_uri: ai:BayesianNetwork

Induced

name: BayesianNetwork
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 22989:2022 3.3.1
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#BayesianNetwork
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Probabilistic technique that uses Bayesian inference for probability

  computations using a directed acyclic graph'
in_subset:
- ai_techniques_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Bayesian Network
exact_mappings:
- dpv_ai:BayesianNetwork
- dpv_ai_owl:BayesianNetwork
is_a: StatisticalTechnique
mixins:
- Technique
class_uri: ai:BayesianNetwork