1. Definition | 2. Functional Requirements | 3. Syntax | 4. Semantics |
1 Definition
A Data Type an instance of which results from the application of training data to a process.
2 Functional Requirements
A Machine Learning Model enables the performance of specific functions most of which are target of MPAI Technical Specifications, e.g., classification.
3 Syntax
https://schemas.mpai.community/AIF/V2.2/data/MLModel.json
4 Semantics
Label | Description |
Header | Machine Learning Model Header |
– Standard-MLModelObject | The characters “AIF-MLO-V” |
– Version | Major version – 1 or 2 characters |
– Dot-separator | The character “.” |
– Subversion | Minor version – 1 or 2 characters |
MInstanceID | Identifier of M-Instance. |
MLModelObjectID | Identifier of Machine Learning Model. |
MLModelQualifier | Qualifier of Machine Learning Model |
DescrMetadata | Descriptive Metadata. |