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How can I export model parameters into SQL ?

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Learner II oliver23
Learner II

How can I export model parameters into SQL ?

Hi

 

using the "Write to Database", I mange to save all my prediction results into SQL.

 

In addition, I want to add data to SQL that details the model parameters that have generated the predicitions, such as which loss function or how many trees have been used - is there an easy way to do so in RM ?

 

Thanks,

Oliver

 

3 REPLIES
Unicorn
Unicorn

Re: How can I export model parameters into SQL ?

You might want to try the Write Parameters operator, but I'm not sure if that will work.

Regards,
Thomas

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Unicorn
Unicorn

Re: How can I export model parameters into SQL ?

You also might want to explore the operators Get Parameters (extension Operator Toolbox) and Parameter Set to Example Set (extension Converters)

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Community Manager Community Manager
Community Manager

Re: How can I export model parameters into SQL ?

Hi!

 

Anything you can convert into an example set you can put into a database. The Converters extension contains some operators for that.

 

You could also use Log to Data if you have a complex optimization process and save the different parameters with the performance you achieved in the database. 

 

Regards,

Balázs

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Balázs Bárány
Data Scientist, Vienna
https://datascientist.at