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https://issues.apache.org/jira/browse/SPARK-1545?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Manish Amde updated SPARK-1545:
-------------------------------
Description:
This task requires adding Random Forest support to Spark MLlib. The
implementation needs to adapt the classic algorithm to the scalable tree
implementation.
The tasks involves:
- Comparing the various tradeoffs and finalizing the algorithm before
implementation
- Code implementation
- Unit tests
- Functional tests
- Performance tests
- Documentation
was:
This task requires adding Random Forest support to Spark MLlib. The
implementation needs to adapt Breiman's classic algorithm to the scalable tree
implementation.
The tasks involves:
- Comparing the various tradeoffs and finalizing the algorithm before
implementation
- Code implementation
- Unit tests
- Functional tests
- Performance tests
- Documentation
> Add Random Forest algorithm to MLlib
> ------------------------------------
>
> Key: SPARK-1545
> URL: https://issues.apache.org/jira/browse/SPARK-1545
> Project: Spark
> Issue Type: New Feature
> Components: MLlib
> Affects Versions: 1.0.0
> Reporter: Manish Amde
>
> This task requires adding Random Forest support to Spark MLlib. The
> implementation needs to adapt the classic algorithm to the scalable tree
> implementation.
> The tasks involves:
> - Comparing the various tradeoffs and finalizing the algorithm before
> implementation
> - Code implementation
> - Unit tests
> - Functional tests
> - Performance tests
> - Documentation
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