Joseph K. Bradley created SPARK-3702:
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Summary: Standardize MLlib classes for learners, models
Key: SPARK-3702
URL: https://issues.apache.org/jira/browse/SPARK-3702
Project: Spark
Issue Type: Improvement
Components: MLlib
Reporter: Joseph K. Bradley
Priority: Blocker
Summary: Create a class hierarchy for learning algorithms and the models those
algorithms produce.
Goals:
* give intuitive structure to API, both for developers and for generated
documentation
* support meta-algorithms (e.g., boosting)
* support generic functionality (e.g., evaluation)
* reduce code duplication across classes
[Design doc for class hierarchy |
https://docs.google.com/document/d/1I-8PD0DSLEZzzXURYZwmqAFn_OMBc08hgDL1FZnVBmw/]
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