Details
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Epic
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Status: Open
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Major
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Resolution: Unresolved
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None
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None
Description
Epic for adding new PMML export modules in MADlib.
Backgound:
MADlib models can be exported in PMML format for use in scoring by a PMML evaluator.
The following MADlib 1.8.x algorithms can be exported in PMML format:
- Linear regression
- Logistic regression
- GLM
- Multinomial regression
- Ordinal regression
- Decision trees
- Random forest
The Predictive Model Markup Language (PMML) is an XML-based file format that provides a way for applications to describe and exchange models produced by data mining and machine learning algorithms.
For more information, please see http://www.dmg.org/
JPMML is an open source PMML evaluator available under GPL license.
For more information, please see https://github.com/jpmml and https://github.com/jpmml/openscoring
Please open new JIRAs for each export module and link to this epic.