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Posted to issues@spark.apache.org by "Xiangrui Meng (JIRA)" <ji...@apache.org> on 2014/11/19 09:34:35 UTC

[jira] [Created] (SPARK-4486) Improve GradientBoosting APIs and doc

Xiangrui Meng created SPARK-4486:
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             Summary: Improve GradientBoosting APIs and doc
                 Key: SPARK-4486
                 URL: https://issues.apache.org/jira/browse/SPARK-4486
             Project: Spark
          Issue Type: Improvement
          Components: Documentation, MLlib
    Affects Versions: 1.2.0
            Reporter: Xiangrui Meng


There are some inconsistencies in the gradient boosting APIs. The target is a general boosting meta-algorithm, but the implementation is attached to trees. This was partially due to the delay of SPARK-1856. But for the 1.2 release, we should make the APIs consistent.



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