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Class: PreprocessingStrategy

Was any preprocessing of the data done (e.g., discretization or bucketing, tokenization, SIFT feature extraction)?

__

URI: data_sheets_schema:PreprocessingStrategy

classDiagram class PreprocessingStrategy click PreprocessingStrategy href "../PreprocessingStrategy/" DatasetProperty <|-- PreprocessingStrategy click DatasetProperty href "../DatasetProperty/" PreprocessingStrategy : description PreprocessingStrategy : id PreprocessingStrategy : name PreprocessingStrategy : preprocessing_details PreprocessingStrategy : used_software PreprocessingStrategy --> "*" Software : used_software click Software href "../Software/"

Inheritance

Slots

Name Cardinality and Range Description Inheritance
preprocessing_details *
String		 Details on preprocessing steps applied to the data direct
id 0..1
Uriorcurie		 An optional identifier for this property DatasetProperty
name 0..1
String		 A human-readable name for this property DatasetProperty
description 0..1
String		 A human-readable description for this property DatasetProperty
used_software *
Software		 What software was used as part of this dataset property? DatasetProperty

Usages

used by used in type used
Dataset preprocessing_strategies range PreprocessingStrategy
DataSubset preprocessing_strategies range PreprocessingStrategy

Identifier and Mapping Information

Schema Source

  • from schema: https://w3id.org/bridge2ai/data-sheets-schema

Mappings

Mapping Type Mapped Value
self data_sheets_schema:PreprocessingStrategy
native data_sheets_schema:PreprocessingStrategy
exact rai:dataPreprocessingProtocol

LinkML Source

Direct

name: PreprocessingStrategy
description: 'Was any preprocessing of the data done (e.g., discretization or bucketing,
  tokenization, SIFT feature extraction)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataPreprocessingProtocol
is_a: DatasetProperty
attributes:
  preprocessing_details:
    name: preprocessing_details
    description: 'Details on preprocessing steps applied to the data.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/preprocessing-cleaning-labeling
    rank: 1000
    slot_uri: dcterms:description
    domain_of:
    - PreprocessingStrategy
    range: string
    multivalued: true

Induced

name: PreprocessingStrategy
description: 'Was any preprocessing of the data done (e.g., discretization or bucketing,
  tokenization, SIFT feature extraction)?

  '
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
exact_mappings:
- rai:dataPreprocessingProtocol
is_a: DatasetProperty
attributes:
  preprocessing_details:
    name: preprocessing_details
    description: 'Details on preprocessing steps applied to the data.

      '
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/preprocessing-cleaning-labeling
    rank: 1000
    slot_uri: dcterms:description
    alias: preprocessing_details
    owner: PreprocessingStrategy
    domain_of:
    - PreprocessingStrategy
    range: string
    multivalued: true
  id:
    name: id
    description: An optional identifier for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:identifier
    alias: id
    owner: PreprocessingStrategy
    domain_of:
    - NamedThing
    - DatasetProperty
    range: uriorcurie
  name:
    name: name
    description: A human-readable name for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:name
    alias: name
    owner: PreprocessingStrategy
    domain_of:
    - NamedThing
    - DatasetProperty
    range: string
  description:
    name: description
    description: A human-readable description for this property.
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    slot_uri: schema:description
    alias: description
    owner: PreprocessingStrategy
    domain_of:
    - NamedThing
    - DatasetProperty
    - DatasetRelationship
    range: string
  used_software:
    name: used_software
    description: What software was used as part of this dataset property?
    from_schema: https://w3id.org/bridge2ai/data-sheets-schema/base
    rank: 1000
    alias: used_software
    owner: PreprocessingStrategy
    domain_of:
    - DatasetProperty
    range: Software
    multivalued: true
    inlined: true
    inlined_as_list: true