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Class: HyperparameterTuningBias

Bias that occurs from hyperparameters defining how the model is

structured and which cannot be directly trained from the data like model

parameters, where hyperparameters affect the model functioning and

accuracy of the model

URI: ai:HyperparameterTuningBias

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

Inheritance

Class Properties

Property Value
Class URI ai:HyperparameterTuningBias

Slots

Name Cardinality and Range Description Inheritance

In Subsets

Aliases

  • Hyperparameter Tuning Bias

Identifier and Mapping Information

Annotations

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

Schema Source

Mappings

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

LinkML Source

Direct

name: HyperparameterTuningBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#HyperparameterTuningBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from hyperparameters defining how the model is

  structured and which cannot be directly trained from the data like model

  parameters, where hyperparameters affect the model functioning and

  accuracy of the model'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Hyperparameter Tuning Bias
exact_mappings:
- dpv_ai:HyperparameterTuningBias
- dpv_ai_owl:HyperparameterTuningBias
is_a: EngineeringDecisionBias
class_uri: ai:HyperparameterTuningBias

Induced

name: HyperparameterTuningBias
annotations:
  dct_source:
    tag: dct_source
    value: ISO/IEC 24027:2021
  upstream_iri:
    tag: upstream_iri
    value: https://w3id.org/dpv/ai/owl#HyperparameterTuningBias
  dpv_extension_slug:
    tag: dpv_extension_slug
    value: ai
description: 'Bias that occurs from hyperparameters defining how the model is

  structured and which cannot be directly trained from the data like model

  parameters, where hyperparameters affect the model functioning and

  accuracy of the model'
in_subset:
- ai_risks_subset
- ai_subset
from_schema: https://w3id.org/lmodel/dpv/ai
aliases:
- Hyperparameter Tuning Bias
exact_mappings:
- dpv_ai:HyperparameterTuningBias
- dpv_ai_owl:HyperparameterTuningBias
is_a: EngineeringDecisionBias
class_uri: ai:HyperparameterTuningBias