Class: EvaluationMetric

Metric used to evaluate AI system or model performance (Clause 7.4.3).

 classDiagram
    class EvaluationMetric
    click EvaluationMetric href "../EvaluationMetric/"
      NamedEntity <|-- EvaluationMetric
        click NamedEntity href "../NamedEntity/"

      EvaluationMetric : aliases

      EvaluationMetric : clause_reference

      EvaluationMetric : description

      EvaluationMetric : id

      EvaluationMetric : metric_name

      EvaluationMetric : metric_unit

      EvaluationMetric : metric_value

      EvaluationMetric : name

      EvaluationMetric : preferred_label

      EvaluationMetric : reference_dataset





        EvaluationMetric --> "0..1" Dataset : reference_dataset
        click Dataset href "../Dataset/"



      EvaluationMetric : see_also_uri

Inheritance

NamedEntity
- EvaluationMetric

Slots

Name	Cardinality and Range	Description	Inheritance
metric_name	1 String	Name of the metric (e	direct
metric_value	0..1 Float	Observed numeric value of the metric	direct
metric_unit	0..1 String	Unit of the metric, when applicable	direct
reference_dataset	0..1 Dataset	Dataset against which the metric was computed	direct
id	1 Uriorcurie	Unique CURIE or URI identifying the entity	NamedEntity
name	1 String	Human-readable label for the entity	NamedEntity
description	0..1 String	Free-text description of the entity (paraphrased; verbatim ISO text excluded)	NamedEntity
clause_reference	0..1 String	ISO/IEC 22989:2022 clause identifier (e	NamedEntity
aliases	* String	Alternative names or synonyms for the term	NamedEntity
preferred_label	0..1 String	Preferred natural-language label	NamedEntity
see_also_uri	* Uriorcurie	Pointers to related external resources or term records	NamedEntity

In Subsets

Trustworthiness

Identifier and Mapping Information

Schema Source

from schema: https://w3id.org/lmodel/iso22989

Mappings

Mapping Type	Mapped Value
self	iso22989:EvaluationMetric
native	iso22989:EvaluationMetric

LinkML Source

Direct

name: EvaluationMetric
description: Metric used to evaluate AI system or model performance (Clause 7.4.3).
in_subset:
- trustworthiness
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
attributes:
  metric_name:
    name: metric_name
    description: Name of the metric (e.g. accuracy, F1, MAE).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - EvaluationMetric
    range: string
    required: true
  metric_value:
    name: metric_value
    description: Observed numeric value of the metric.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - EvaluationMetric
    range: float
  metric_unit:
    name: metric_unit
    description: Unit of the metric, when applicable.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - EvaluationMetric
    range: string
  reference_dataset:
    name: reference_dataset
    description: Dataset against which the metric was computed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - EvaluationMetric
    range: Dataset
    inlined: false

Induced

name: EvaluationMetric
description: Metric used to evaluate AI system or model performance (Clause 7.4.3).
in_subset:
- trustworthiness
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
attributes:
  metric_name:
    name: metric_name
    description: Name of the metric (e.g. accuracy, F1, MAE).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: EvaluationMetric
    domain_of:
    - EvaluationMetric
    range: string
    required: true
  metric_value:
    name: metric_value
    description: Observed numeric value of the metric.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: EvaluationMetric
    domain_of:
    - EvaluationMetric
    range: float
  metric_unit:
    name: metric_unit
    description: Unit of the metric, when applicable.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: EvaluationMetric
    domain_of:
    - EvaluationMetric
    range: string
  reference_dataset:
    name: reference_dataset
    description: Dataset against which the metric was computed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: EvaluationMetric
    domain_of:
    - EvaluationMetric
    range: Dataset
    inlined: false
  id:
    name: id
    description: Unique CURIE or URI identifying the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:identifier
    identifier: true
    owner: EvaluationMetric
    domain_of:
    - NamedEntity
    range: uriorcurie
    required: true
  name:
    name: name
    description: Human-readable label for the entity.
    from_schema: https://w3id.org/lmodel/iso22989
    exact_mappings:
    - dcterms:title
    - schema:name
    rank: 1000
    slot_uri: schema:name
    owner: EvaluationMetric
    domain_of:
    - NamedEntity
    range: string
    required: true
  description:
    name: description
    description: Free-text description of the entity (paraphrased; verbatim ISO text
      excluded).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: dcterms:description
    owner: EvaluationMetric
    domain_of:
    - NamedEntity
    range: string
  clause_reference:
    name: clause_reference
    description: ISO/IEC 22989:2022 clause identifier (e.g. "5.11.4") the element
      corresponds to.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: EvaluationMetric
    domain_of:
    - NamedEntity
    - AutonomyAssessment
    - VerificationValidationFramework
    range: string
    pattern: ^[0-9]+(\.[0-9]+){0,3}$
  aliases:
    name: aliases
    description: Alternative names or synonyms for the term.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:altLabel
    owner: EvaluationMetric
    domain_of:
    - NamedEntity
    range: string
    multivalued: true
  preferred_label:
    name: preferred_label
    description: Preferred natural-language label.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: skos:prefLabel
    owner: EvaluationMetric
    domain_of:
    - NamedEntity
    range: string
  see_also_uri:
    name: see_also_uri
    description: Pointers to related external resources or term records.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    slot_uri: rdfs:seeAlso
    owner: EvaluationMetric
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true