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Class: ModelExpressivenessBias

Bias that occurs from the number and nature of parameters in a model as

well as the neural network topology which affect the expressiveness of

the model and any feature that affects model expressiveness differently

across groups

URI: ai:ModelExpressivenessBias

 classDiagram
    class ModelExpressivenessBias
    click ModelExpressivenessBias href "../ModelExpressivenessBias/"
      ModelInteractionBias <|-- ModelExpressivenessBias
        click ModelInteractionBias href "../ModelInteractionBias/"

Inheritance

Class Properties

Property Value
Class URI ai:ModelExpressivenessBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Model Expressiveness Bias

Identifier and Mapping Information

Annotations

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

Schema Source

Mappings

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

LinkML Source

Direct

name: ModelExpressivenessBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ModelExpressivenessBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from the number and nature of parameters in a model
  as

  well as the neural network topology which affect the expressiveness of

  the model and any feature that affects model expressiveness differently

  across groups'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Model Expressiveness Bias
exact_mappings:
- dpv_ai:ModelExpressivenessBias
- dpv_ai_owl:ModelExpressivenessBias
is_a: ModelInteractionBias
class_uri: ai:ModelExpressivenessBias

Induced

name: ModelExpressivenessBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#ModelExpressivenessBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from the number and nature of parameters in a model
  as

  well as the neural network topology which affect the expressiveness of

  the model and any feature that affects model expressiveness differently

  across groups'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Model Expressiveness Bias
exact_mappings:
- dpv_ai:ModelExpressivenessBias
- dpv_ai_owl:ModelExpressivenessBias
is_a: ModelInteractionBias
class_uri: ai:ModelExpressivenessBias