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Class: NonRepresentativeSamplingBias

Bias that occurs if a dataset is not representative of the intended

deployment environment, where the model learns biases based on the ways

in which the data is non-representative

URI: ai:NonRepresentativeSamplingBias

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

Inheritance

Class Properties

Property Value
Class URI ai:NonRepresentativeSamplingBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Non-Representative Sampling Bias

Identifier and Mapping Information

Annotations

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

Schema Source

Mappings

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

LinkML Source

Direct

name: NonRepresentativeSamplingBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#NonRepresentativeSamplingBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs if a dataset is not representative of the intended

  deployment environment, where the model learns biases based on the ways

  in which the data is non-representative'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Non-Representative Sampling Bias
exact_mappings:
- dpv_ai:NonRepresentativeSamplingBias
- dpv_ai_owl:NonRepresentativeSamplingBias
is_a: AiDataBias
class_uri: ai:NonRepresentativeSamplingBias

Induced

name: NonRepresentativeSamplingBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#NonRepresentativeSamplingBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs if a dataset is not representative of the intended

  deployment environment, where the model learns biases based on the ways

  in which the data is non-representative'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Non-Representative Sampling Bias
exact_mappings:
- dpv_ai:NonRepresentativeSamplingBias
- dpv_ai_owl:NonRepresentativeSamplingBias
is_a: AiDataBias
class_uri: ai:NonRepresentativeSamplingBias