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Class: Prediction

Prediction produced by an AI model (Clause 7.4.2).

URI: iso22989:Prediction

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

      Prediction : aliases

      Prediction : clause_reference

      Prediction : confidence

      Prediction : description

      Prediction : id

      Prediction : name

      Prediction : predicted_value

      Prediction : preferred_label

      Prediction : produced_by





        Prediction --> "0..1" AIModel : produced_by
        click AIModel href "../AIModel/"



      Prediction : see_also_uri

Inheritance

Slots

Name Cardinality and Range Description Inheritance
predicted_value 0..1
String		 Serialised representation of a predicted value (Clause 7 direct
confidence 0..1
ConfidenceScore		 Normalised confidence value associated with an output or claim direct
produced_by 0..1
AIModel		 Model that produced the prediction 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

Usages

used by used in type used
Decision based_on_predictions range Prediction
Recommendation based_on_predictions range Prediction

In Subsets

Identifier and Mapping Information

Schema Source

Mappings

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

LinkML Source

Direct

name: Prediction
description: Prediction produced by an AI model (Clause 7.4.2).
in_subset:
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
slots:
- predicted_value
- confidence
attributes:
  produced_by:
    name: produced_by
    description: Model that produced the prediction.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - Prediction
    range: AIModel
    inlined: false

Induced

name: Prediction
description: Prediction produced by an AI model (Clause 7.4.2).
in_subset:
- ai_functional_view
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
attributes:
  produced_by:
    name: produced_by
    description: Model that produced the prediction.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Prediction
    domain_of:
    - Prediction
    range: AIModel
    inlined: false
  predicted_value:
    name: predicted_value
    description: Serialised representation of a predicted value (Clause 7.4.2).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Prediction
    domain_of:
    - Prediction
    range: string
  confidence:
    name: confidence
    description: Normalised confidence value associated with an output or claim.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: Prediction
    domain_of:
    - Prediction
    - Recommendation
    range: ConfidenceScore
  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: Prediction
    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: Prediction
    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: Prediction
    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: Prediction
    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: Prediction
    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: Prediction
    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: Prediction
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true