Slot: handling_strategy
The primary strategy used to handle missing data (e.g., listwise deletion, mean imputation, multiple imputation, flagging with sentinel values).
__
URI: d4d:handlingStrategy Alias: handling_strategy
Applicable Classes
| Name | Description | Modifies Slot |
|---|---|---|
| MissingDataDocumentation | Documentation of missing data in the dataset, including patterns, causes, and... | no |
Properties
- Range: String
Identifier and Mapping Information
Schema Source
- from schema: https://w3id.org/bridge2ai/data-sheets-schema
Mappings
| Mapping Type | Mapped Value |
|---|---|
| self | d4d:handlingStrategy |
| native | data_sheets_schema:handling_strategy |
LinkML Source
name: handling_strategy
description: 'The primary strategy used to handle missing data (e.g., listwise deletion,
mean imputation, multiple imputation, flagging with sentinel values).
'
from_schema: https://w3id.org/bridge2ai/data-sheets-schema
rank: 1000
slot_uri: d4d:handlingStrategy
alias: handling_strategy
owner: MissingDataDocumentation
domain_of:
- MissingDataDocumentation
range: string