Slot: cleaning_strategies
Data cleaning and quality control procedures applied to the dataset. List of CleaningStrategy objects from the Preprocessing module describing outlier removal, deduplication, and error correction steps.
URI: d4d:cleaningStrategies Alias: cleaning_strategies
Applicable Classes
| Name | Description | Modifies Slot |
|---|---|---|
| DataSubset | A subset of a dataset, likely containing multiple files of multiple potential... | no |
| Dataset | A single component of related observations and/or information that can be rea... | no |
Properties
-
Range: CleaningStrategy
-
Multivalued: True
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/bridge2ai/data-sheets-schema
Mappings
| Mapping Type | Mapped Value |
|---|---|
| self | d4d:cleaningStrategies |
| native | data_sheets_schema:cleaning_strategies |
LinkML Source
name: cleaning_strategies
description: Data cleaning and quality control procedures applied to the dataset.
List of CleaningStrategy objects from the Preprocessing module describing outlier
removal, deduplication, and error correction steps.
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
rank: 1000
slot_uri: d4d:cleaningStrategies
alias: cleaning_strategies
owner: Dataset
domain_of:
- Dataset
range: CleaningStrategy
multivalued: true
inlined: true
inlined_as_list: true