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Class: EngineeringDecisionBias

Bias that occurs due to machine learning model architectures -

encompassing all model specifications, parameters and manually designed

features

URI: ai:EngineeringDecisionBias

 classDiagram
    class EngineeringDecisionBias
    click EngineeringDecisionBias href "../EngineeringDecisionBias/"
      AIBias <|-- EngineeringDecisionBias
        click AIBias href "../AIBias/"


      EngineeringDecisionBias <|-- AiInformativenessBias
        click AiInformativenessBias href "../AiInformativenessBias/"
      EngineeringDecisionBias <|-- AlgorithmSelectionBias
        click AlgorithmSelectionBias href "../AlgorithmSelectionBias/"
      EngineeringDecisionBias <|-- FeatureEngineeringBias
        click FeatureEngineeringBias href "../FeatureEngineeringBias/"
      EngineeringDecisionBias <|-- HyperparameterTuningBias
        click HyperparameterTuningBias href "../HyperparameterTuningBias/"
      EngineeringDecisionBias <|-- ModelBias
        click ModelBias href "../ModelBias/"
      EngineeringDecisionBias <|-- ModelInteractionBias
        click ModelInteractionBias href "../ModelInteractionBias/"

Inheritance

Class Properties

Property Value
Class URI ai:EngineeringDecisionBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Engineering Decision Bias

Comments

  • Data bias and human cognitive bias can contribute to such bias

Identifier and Mapping Information

Annotations

property value
dct_source ISO/IEC 24027:2021
upstream_iri https://w3id.org/dpv/ai/owl#EngineeringDecisionBias
dpv_extension_slug ai

Schema Source

Mappings

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

LinkML Source

Direct

name: EngineeringDecisionBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#EngineeringDecisionBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs due to machine learning model architectures -

  encompassing all model specifications, parameters and manually designed

  features'
comments:
- Data bias and human cognitive bias can contribute to such bias
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Engineering Decision Bias
exact_mappings:
- dpv_ai:EngineeringDecisionBias
- dpv_ai_owl:EngineeringDecisionBias
is_a: AIBias
class_uri: ai:EngineeringDecisionBias

Induced

name: EngineeringDecisionBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#EngineeringDecisionBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs due to machine learning model architectures -

  encompassing all model specifications, parameters and manually designed

  features'
comments:
- Data bias and human cognitive bias can contribute to such bias
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Engineering Decision Bias
exact_mappings:
- dpv_ai:EngineeringDecisionBias
- dpv_ai_owl:EngineeringDecisionBias
is_a: AIBias
class_uri: ai:EngineeringDecisionBias