Slot: affected_subsets
One or more specific subsets or features of the dataset affected by this bias (e.g., "female participants", "non-English text", "images taken at night").
__
URI: d4d:affectedSubsets Alias: affected_subsets
Applicable Classes
| Name | Description | Modifies Slot |
|---|---|---|
| DatasetBias | Documents known biases present in the dataset | no |
Properties
-
Range: String
-
Multivalued: True
Identifier and Mapping Information
Annotations
| property | value |
|---|---|
| d4d:docExample | Training split underrepresents Asian participants |
Schema Source
- from schema: https://w3id.org/bridge2ai/data-sheets-schema
Mappings
| Mapping Type | Mapped Value |
|---|---|
| self | d4d:affectedSubsets |
| native | data_sheets_schema:affected_subsets |
LinkML Source
name: affected_subsets
annotations:
d4d:docExample:
tag: d4d:docExample
value: Training split underrepresents Asian participants
description: 'One or more specific subsets or features of the dataset affected by
this bias (e.g., "female participants", "non-English text", "images taken at night").
'
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
rank: 1000
slot_uri: d4d:affectedSubsets
alias: affected_subsets
owner: DatasetBias
domain_of:
- DatasetBias
range: string
multivalued: true