This node creates a new solution version
of either a newly created
solution or an existing one with Amazon Personalize. It outputs
metrics of the created solution version whereby higher values are
better for each of the metrics. To create a solution, you can either
use one of the predefined recipes or use AutoML. There are three
types of recipes.
User
personalization
recipes build models that give item
recommendations for
specific users,
personalized ranking
recipes build models that
can be used to do a personalized ranking of
a
list of items for a specific user, and
related items
recipes build models that can be used to find items that are similar
to a specific item. If you are using AutoML, Amazon automatically
finds the best
user personalization
recipe for you by trying several recipes out.
You need to have at least one dataset group that contains interactions data to
be able to create a solution. Use the
Amazon Personalize Upload Interactions
node to upload such data.
For deployment of a solution version, create a campaign with
the
Amazon Personalize Create Campaign
node.
More
information is available on the
website
or in the
documentation.
Note:
If
the
node execution is interrupted
during
the
creation, e.g. by
the user or due to lost of internet connection, the creation
will
still
be
completed
on
AWS,
although the node does not execute
successfully.
You want to see the source code for this node? Click the following button and we’ll use our super-powers to find it for you.
To use this node in KNIME, install the extension KNIME Amazon Machine Learning Integration from the below update site following our NodePit Product and Node Installation Guide:
A zipped version of the software site can be downloaded here.
Deploy, schedule, execute, and monitor your KNIME workflows locally, in the cloud or on-premises – with our brand new NodePit Runner.
Try NodePit Runner!Do you have feedback, questions, comments about NodePit, want to support this platform, or want your own nodes or workflows listed here as well? Do you think, the search results could be improved or something is missing? Then please get in touch! Alternatively, you can send us an email to mail@nodepit.com, follow @NodePit on Twitter or botsin.space/@nodepit on Mastodon.
Please note that this is only about NodePit. We do not provide general support for KNIME — please use the KNIME forums instead.