Class: DataDrift

Observed change in the statistical distribution of operational data relative to training data (Clause 5.11.9.1).

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

      DataDrift : affected_dataset





        DataDrift --> "0..1" Dataset : affected_dataset
        click Dataset href "../Dataset/"



      DataDrift : aliases

      DataDrift : clause_reference

      DataDrift : description

      DataDrift : detected_at

      DataDrift : drift_type

      DataDrift : id

      DataDrift : name

      DataDrift : preferred_label

      DataDrift : see_also_uri

Inheritance

NamedEntity
- DataDrift

Slots

Name	Cardinality and Range	Description	Inheritance
drift_type	0..1 String	Type of drift (covariate, label, concept)	direct
detected_at	0..1 String	Timestamp or interval at which drift was detected	direct
affected_dataset	0..1 Dataset	Dataset in which drift was observed	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

Terminology

Identifier and Mapping Information

Schema Source

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

Mappings

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

LinkML Source

Direct

name: DataDrift
description: Observed change in the statistical distribution of operational data relative
  to training data (Clause 5.11.9.1).
in_subset:
- terminology
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
attributes:
  drift_type:
    name: drift_type
    description: Type of drift (covariate, label, concept).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataDrift
    range: string
  detected_at:
    name: detected_at
    description: Timestamp or interval at which drift was detected.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataDrift
    range: string
  affected_dataset:
    name: affected_dataset
    description: Dataset in which drift was observed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    domain_of:
    - DataDrift
    range: Dataset
    inlined: false

Induced

name: DataDrift
description: Observed change in the statistical distribution of operational data relative
  to training data (Clause 5.11.9.1).
in_subset:
- terminology
from_schema: https://w3id.org/lmodel/iso22989
is_a: NamedEntity
attributes:
  drift_type:
    name: drift_type
    description: Type of drift (covariate, label, concept).
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataDrift
    domain_of:
    - DataDrift
    range: string
  detected_at:
    name: detected_at
    description: Timestamp or interval at which drift was detected.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataDrift
    domain_of:
    - DataDrift
    range: string
  affected_dataset:
    name: affected_dataset
    description: Dataset in which drift was observed.
    from_schema: https://w3id.org/lmodel/iso22989
    rank: 1000
    owner: DataDrift
    domain_of:
    - DataDrift
    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: DataDrift
    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: DataDrift
    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: DataDrift
    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: DataDrift
    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: DataDrift
    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: DataDrift
    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: DataDrift
    domain_of:
    - NamedEntity
    range: uriorcurie
    multivalued: true