DatasetPackage
Summary
Specifies a data package and its associated information.
Description
Metadata information that can be added to a dataset that may be used in a software or to train/test an AI package.
Metadata
https://spdx.org/rdf/3.0.1/terms/Dataset/DatasetPackage
| Name | DatasetPackage |
| Instantiability | Concrete |
| SubclassOf | /Software/Package |
Class hierarchy
/Core/Element
/Core/Artifact
/Software/SoftwareArtifact
/Software/Package
/Dataset/DatasetPackage
Properties
| Property | Type | minCount | maxCount |
|---|---|---|---|
| anonymizationMethodUsed | xsd:string | 0 | * |
| confidentialityLevel | ConfidentialityLevelType | 0 | 1 |
| dataCollectionProcess | xsd:string | 0 | 1 |
| dataPreprocessing | xsd:string | 0 | * |
| datasetAvailability | DatasetAvailabilityType | 0 | 1 |
| datasetNoise | xsd:string | 0 | 1 |
| datasetSize | xsd:nonNegativeInteger | 0 | 1 |
| datasetType | DatasetType | 1 | * |
| datasetUpdateMechanism | xsd:string | 0 | 1 |
| hasSensitivePersonalInformation | /Core/PresenceType | 0 | 1 |
| intendedUse | xsd:string | 0 | 1 |
| knownBias | xsd:string | 0 | * |
| sensor | /Core/DictionaryEntry | 0 | * |
External properties cardinality updates
| Property | minCount | maxCount |
|---|---|---|
| builtTime from /Core/Artifact | 1 | |
| originatedBy from /Core/Artifact | 1 | 1 |
| releaseTime from /Core/Artifact | 1 | |
| downloadLocation from /Software/Package | 1 | |
| primaryPurpose from /Software/SoftwareArtifact | 1 |