<- Go to Data Types     Go to ToC

1. Definition 2. Functional Requirements 3. Syntax 4. Semantics

1    Definition

A Data Type conveying information about training, function, and Data interfaces of a Machine Learning Model.

2     Functional Requirements

The MLM Manifest Data Type includes the following data:

  1. The function performed by the ML Model expressed in natural language.
  2. The ID of the Training Dataset used to train the ML Model.
  3. The input Data Types.
  4. The output Data Types.

3     Syntax

https://schemas.mpai.community/AIF/V2.2/data/MLModelManifest.json

4     Semantics

Label Description
Header ML Model Manifest Header
– Standard-MLModelManifest The characters “AIF-LMM-V”
– Version Major version – 1 or 2 characters
– Dot-separator The character “.”
– Subversion Minor version – 1 or 2 characters
MInstanceID Identifier of M-Instance.
MLModelManifestID Identifier of Machine Learning Model.
MLModelFunction ML Model’s function described in natural language.
TrainingDataSetID ID of the training dataset used to train the ML Model.
InputDataTypes[] The names and acronyms of the input Data Types.
OutputDataTypes[] The names and acronyms of the output Data Types.
DescrMetadata Descriptive Metadata.

<- Go to Data Types     Go to ToC