Skip to content

Class: AlgorithmSelectionBias

Bias that occurs from the selection of machine learning algorithms built

into the AI system which introduce unwanted bias in predictions made by

the system because the type of algorithm used introduces a variation in

the performance of the ML model

URI: ai:AlgorithmSelectionBias

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

Inheritance

Class Properties

Property Value
Class URI ai:AlgorithmSelectionBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Algorithm Selection Bias

Identifier and Mapping Information

Annotations

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

Schema Source

Mappings

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

LinkML Source

Direct

name: AlgorithmSelectionBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#AlgorithmSelectionBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from the selection of machine learning algorithms built

  into the AI system which introduce unwanted bias in predictions made by

  the system because the type of algorithm used introduces a variation in

  the performance of the ML model'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Algorithm Selection Bias
exact_mappings:
- dpv_ai:AlgorithmSelectionBias
- dpv_ai_owl:AlgorithmSelectionBias
is_a: EngineeringDecisionBias
class_uri: ai:AlgorithmSelectionBias

Induced

name: AlgorithmSelectionBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#AlgorithmSelectionBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from the selection of machine learning algorithms built

  into the AI system which introduce unwanted bias in predictions made by

  the system because the type of algorithm used introduces a variation in

  the performance of the ML model'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Algorithm Selection Bias
exact_mappings:
- dpv_ai:AlgorithmSelectionBias
- dpv_ai_owl:AlgorithmSelectionBias
is_a: EngineeringDecisionBias
class_uri: ai:AlgorithmSelectionBias