Manish Amde created SPARK-1548:
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Summary: Add Partial Random Forest algorithm to MLlib
Key: SPARK-1548
URL: https://issues.apache.org/jira/browse/SPARK-1548
Project: Spark
Issue Type: New Feature
Components: MLlib
Affects Versions: 1.0.0
Reporter: Manish Amde
This task involves creating an alternate approximate random forest
implementation where each tree is constructed per partition.
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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