Realtime Production

Remove the Label column from the schema in the Ingest Data activity settings panel.

Prepare a subset of the dataset for the production quest in a separate quest. Apply Split Data to the initial training dataset. Tens or hundreds of rows should be enough, depending on the dataset and the use case. Remove the label with the Select Columns activity.
Note:  This new dataset must include the same columns as the training dataset, excluding the Label.

Save the result dataset and apply it in the Ingest Data activity in the production quest.

The Deploy Endpoint action after the successful test run in the production quest exposes the model for invocations through Infor ION API.

You must conform to the endpoint schema order when invoking for predictions through ION API. The same logic applies for testing the endpoint in the Endpoints component details.