Manish Amde created SPARK-1547:
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Summary: Add gradient boosting algorithm to MLlib
Key: SPARK-1547
URL: https://issues.apache.org/jira/browse/SPARK-1547
Project: Spark
Issue Type: New Feature
Components: MLlib
Affects Versions: 1.0.0
Reporter: Manish Amde
This task requires adding the gradient boosting algorithm to Spark MLlib. The
implementation needs to adapt the gradient boosting 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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