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Class: DistributedTrainingBias

Bias that occurs due to distributed machine having different sources of

data that do not have the same distribution of feature space

URI: ai:DistributedTrainingBias

 classDiagram
    class DistributedTrainingBias
    click DistributedTrainingBias href "../DistributedTrainingBias/"
      AiDataBias <|-- DistributedTrainingBias
        click AiDataBias href "../AiDataBias/"

Inheritance

Class Properties

Property Value
Class URI ai:DistributedTrainingBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Distributed Training Bias

Identifier and Mapping Information

Annotations

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

Schema Source

Mappings

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

LinkML Source

Direct

name: DistributedTrainingBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#DistributedTrainingBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs due to distributed machine having different sources
  of

  data that do not have the same distribution of feature space'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Distributed Training Bias
exact_mappings:
- dpv_ai:DistributedTrainingBias
- dpv_ai_owl:DistributedTrainingBias
is_a: AiDataBias
class_uri: ai:DistributedTrainingBias

Induced

name: DistributedTrainingBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#DistributedTrainingBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs due to distributed machine having different sources
  of

  data that do not have the same distribution of feature space'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Distributed Training Bias
exact_mappings:
- dpv_ai:DistributedTrainingBias
- dpv_ai_owl:DistributedTrainingBias
is_a: AiDataBias
class_uri: ai:DistributedTrainingBias