The scoring task input
table is a data table whose input is used by the scoring task to score
a single model. The scoring task input table must contain the variables
and input data for the variables that the model requires. Typically,
a scoring table is identical to its corresponding train table except
that the target variables in the train table are not included in the
scoring table.
A scoring task output
table contains the data that is produced when you execute a scoring
task. You can provide a scoring task output table or you can create
a scoring output table definition in SAS Model Manager. When a scoring
task is executed, SAS Model Manager uses the scoring output table
definition to create the scoring output table. The name of the scoring
output table definition is used as the name of the scoring output
table.
You can create a scoring
output table definition by selecting the
Create Output
Table function directly from the model. In the
Create
Output Table function, you select variables from a scoring
task input table as well as variables from the model’s output.
The variables in the
Input Variables table
are variables from the scoring task input table if one is specified
for the
Default Scoring Task Input Table property
for a project, version, or model property. Otherwise, the
Input
Variables table is empty. The
Output Variables that
appear in the window are model output variables. You use the variables
from both tables to create the scoring output table.
SAS Model Manager saves
the table definition as metadata in the SAS Metadata Repository. The
location of the metadata is defined by the SAS library that you specify
when you create the output table definition. After SAS Model Manager
creates the table definition, the table can be selected as the output
table for subsequent scoring tasks.
A SAS Model Manager
scoring task can run in test mode, which is the default mode, or it
can run in production mode. When the task runs, it populates a scoring
task output table. In test mode, the scoring task output table is
stored in the SAS Model Manager model repository. You view the table
under the scoring task node in the version
Scoring Tasks folder.
In production mode, if the scoring output table is a table that you
provided, that table is updated. If you created a scoring task output
definition, the scoring output table is located in the designated
SAS library that you specified when you created the table definition
in the
Create Output Table window. The production
scoring task output table is not stored in the SAS Model Manager repository.