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| title | description | slug |
|---|---|---|
| Create ML Model API | OpenMetadata ML Model API | Connect Createmlmodel to enable streamlined access, monitoring, or search of enterprise data using secure and scalable integrations. | /main-concepts/metadata-standard/schemas/api/data/createmlmodel |
CreateMlModelRequest
Create Ml Model entity request
Properties
name: Name that identifies this ML model. Refer to ../../type/basic.json#/definitions/entityName.displayName(string): Display Name that identifies this ML model. It could be title or label from the source services.description: Description of the ML model instance. How it was trained and for what it is used. Refer to ../../type/basic.json#/definitions/markdown.algorithm(string): Algorithm used to train the ML Model. Default:"mlmodel".mlFeatures(array): Features used to train the ML Model. Default:null.- Items: Refer to ../../entity/data/mlmodel.json#/definitions/mlFeature.
target: For supervised ML Models, the value to estimate. Refer to ../../type/basic.json#/definitions/entityName.mlHyperParameters(array): Hyper Parameters used to train the ML Model. Default:null.- Items: Refer to ../../entity/data/mlmodel.json#/definitions/mlHyperParameter.
dashboard: Performance Dashboard fqn to track metric evolution. Refer to ../../type/basic.json#/definitions/fullyQualifiedEntityName.mlStore: Location containing the ML Model. It can be a storage layer and/or a container repository. Refer to ../../entity/data/mlmodel.json#/definitions/mlStore.server: Endpoint that makes the ML Model available, e.g,. a REST API serving the data or computing predictions. Refer to ../../type/basic.json#/definitions/href.tags(array): Tags for this ML Model. Default:null.- Items: Refer to ../../type/tagLabel.json.
owners: Owners of this database. Refer to ../../type/entityReferenceList.json. Default:null.service: Link to the MLModel service fqn where this pipeline is hosted in. Refer to ../../type/basic.json#/definitions/fullyQualifiedEntityName.extension: Entity extension data with custom attributes added to the entity. Refer to ../../type/basic.json#/definitions/entityExtension.sourceUrl: Source URL of mlModel. Refer to ../../type/basic.json#/definitions/sourceUrl.domain(string): Fully qualified name of the domain the MLModel belongs to.dataProducts(array): List of fully qualified names of data products this entity is part of.- Items: Refer to ../../type/basic.json#/definitions/fullyQualifiedEntityName.
lifeCycle: Life Cycle of the entity. Refer to ../../type/lifeCycle.json.sourceHash(string): Source hash of the entity.
Documentation file automatically generated at 2025-01-15 09:05:41.923720+00:00.