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Model
This schema defines the Model entity. Models are algorithms trained on data to find patterns or make predictions.
$id: https://open-metadata.org/schema/entity/data/model.json
Type: object
Properties
- id
required
- Unique identifier of a model instance.
- $ref: ../../type/basic.json#/definitions/uuid
- name
required
- Name that identifies this model.
- Type:
string
- Length: between 1 and 64
- fullyQualifiedName
- A unique name that identifies a model.
- Type:
string
- Length: between 1 and 64
- displayName
- Display Name that identifies this model.
- Type:
string
- description
- Description of the model, what it is, and how to use it.
- Type:
string
- algorithm
required
- Algorithm used to train the model.
- Type:
string
- dashboard
- Performance Dashboard URL to track metric evolution.
- $ref: ../../type/entityReference.json
- href
- Link to the resource corresponding to this entity.
- $ref: ../../type/basic.json#/definitions/href
- owner
- Owner of this model.
- $ref: ../../type/entityReference.json
- followers
- Followers of this model.
- $ref: ../../type/entityReference.json#/definitions/entityReferenceList
- tags
- Tags for this model.
- Type:
array
- Items
- $ref: ../../type/tagLabel.json
- usageSummary
- Latest usage information for this model.
- $ref: ../../type/usageDetails.json
This document was updated on: Thursday, October 14, 2021