Machine Learning Model

Type: Information Object

Status: Planned
Industry Sector: Enterprise Core
Sensitivity Level: Confidential
Personal Information: No PII

Description:
Trained analytical or predictive model delivered as part of an AI-enabled technology product or service.

Accessed by Application(s):

• AI Model Operations Platform
• Data & Analytics Platform
• Data Science Platform

 Yes

Attributes

Order	Name	Description	Type	Cardinality	Example value
1	Model ID	Unique identifier for the machine learning model	GUID	Mandatory
2	Model Name	Name of the machine learning model	String	Mandatory	Churn risk classifier
3	Model Type	Type or algorithm family of the model	String	Mandatory	Gradient boosting
4	Approval Status	Approval status for use of the model	Enumeration	Mandatory	Approved
5	Status	Current lifecycle status of the model	Enumeration	Mandatory	Active
6	Responsible Owner	Role or team accountable for the model	Reference	Optional
7	Performance Metric	Primary performance metric used to evaluate the model	String	Optional	AUC
8	Performance Value	Measured value of the primary performance metric	Decimal	Optional	0.91
9	Training Dataset	Dataset or data product used to train the model	Reference	Optional
10	Model Version	Version of the trained model	String	Mandatory	3.1

 Yes
 
 Planned
 No PII
 Confidential
 Enterprise Core
 Trained analytical or predictive model delivered as part of an AI-enabled technology product or service.

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