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Auto Model for testing purpose

Hi,

When we use AutoModel we get various models along with there performance.Is there a way to use these models directly then for testing data?
One way which I thought was storing the particular model by opening the particular model in design view and adding a store operator.But is there any other way possible?

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MartinLiebig

Hi,

please check out RM 9.4. We added a lot of functionality in this regard.

BR,

Martin

Niharika

Hi Martin,

I was going through the documentation of AutoModel 9.4 version but I was not able to figure out the features.It would be very helpful if you could you share with me any url,video or screenshot of this implementation.
As upgrading is slightly a challenging part for me as my server is 9.2 version and if I upgrade my studio then connecting to server will be an issue.Although using the latest version is best but currently I don't want to go for an upgrade.

Thanks,
Niharika

sgenzer

hi @Niharika there is a decent amount on our academy page for Auto Model: https://academy.rapidminer.com/catalog?query=auto model

IngoRM

Hi Niharika,

Here are some videos showing you how to deploy a model and then use it to score new data and measure performance:

https://academy.rapidminer.com/learn/video/rapidminer-model-operations-introduction

https://academy.rapidminer.com/learn/video/rapidminer-model-operations-deployment

https://academy.rapidminer.com/learn/video/rapidminer-model-operations-management

Here is also a web site for this: https://rapidminer.com/products/automated-model-ops/

With the new model ops / deployment feature introduced in 9.4 it is now super easy to deploy a model generated by Auto Model and create new scores.

And if updating is an issue because of Server, then you may even want to check out RapidMiner 9.5 Beta right away: https://s3.amazonaws.com/static.rapidminer.com/rnd/html/rapidminer-9.5-preview.html

Because starting with RapidMiner 9.5, the versions of Server and Studio no longer need to be the same, i.e. you can connect Studio 9.5 to your 9.2 Server...

Hope this helps,
Ingo

Niharika

@IngoRM thanks a lot for the insights .They were really helpful.