SAS Model Manager provides
a comprehensive publishing environment for model delivery that supports
sharing performance and scoring data. SAS Model Manager publishes models to different
channels, and to the SAS Metadata Repository. SAS Model Manager can also publish classification,
prediction, and segmentation (
cluster) models that have the
score code type of DATA step to a database or Hadoop. Models that have a
score code type of analytic store can be published only to Hadoop and Teradata. Application
software, such as SAS Data Integration Studio or SAS Enterprise Guide, enables you
to access models through the SAS Metadata Server and to submit on-demand and batch
scoring jobs.
SAS Model Manager publishes models to defined
publication channels. Authorized users who subscribe to a
channel can choose to receive email notifications when updated models are ready to
deploy to testing or production scoring servers, and are published to a
publication channel. From a publication channel, you can extract and validate the scoring logic, deploy
champion models to a production environment, and monitor the performance of your models.
Models can also be published
from the
Models page. You can publish
champion and
challenger models from a model project to the SAS Metadata Repository. The publish history of models
can be viewed on the
Models page
and on the
Published tab on the
History page.
You can also remove models that have been published to a database.