CODEWITHSUNDEEP
pythonxmlpmml
conr404
conr404

Reputation: 305

Importing PMML 3.2 model to Debug in Python and convert to 4.2

I have a PMML model written in PMML 3.2 and I need to debug the code to run it properly.

I have looked at partykit in R, but I would like to understand if I can import an XML PMML file into Python and check it is formatted correctly for PMML 4.2?

I did not create the original model , but need to debug the syntax correctly and would like to do it in a open source tool.

Package like Augustus etc. seem to be able to generate PMML easily, but I need to import this model to check its syntax and then convert it / upgrade it to 4.2

Import an SVM model in PMML to Java or Python? thread is a good start, but it only focuses on Java and adapa

Upvotes: 1

Views: 902

Answers (1)

Eissa N.
Eissa N.

Reputation: 1725

First, you can download the PMML specification here and use any online tool, like this, to validate your PMML file.

You can find the list of PMML producers and consumers in this link. You may use KNIME, an open source drag & drop application which supports Python, R, and Java, to import your model and check if it is recognized by KNIME.

You may also use ADAPA to further examine your PMML file to see if it contains a valid model. ADAPA is available on AWS (Amazon Web Services) as SaaS but you can use it for free for 14 days, I believe. It's the most comprehensive PMML validator, convertor, and executer.

Upvotes: 1

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