[MADLIB-926] Add new PMML export modules

• Type: Epic
• Status: Open
• Priority: Major
• Resolution: Unresolved
• Component/s: All Modules
• Labels: gsoc2016 starter
• Assignee: Unassigned
• Reporter: Frank McQuillan
• Created: 16/Nov/15 23:22
• Updated: 29/Dec/16 22:56

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.

Issue Links

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