[
https://issues.apache.org/jira/browse/SPARK-6113?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
Joseph K. Bradley reopened SPARK-6113:
--------------------------------------
> Stabilize DecisionTree and ensembles APIs
> -----------------------------------------
>
> Key: SPARK-6113
> URL: https://issues.apache.org/jira/browse/SPARK-6113
> Project: Spark
> Issue Type: Sub-task
> Components: MLlib, PySpark
> Affects Versions: 1.4.0
> Reporter: Joseph K. Bradley
> Assignee: Joseph K. Bradley
> Priority: Critical
> Fix For: 1.4.0
>
>
> *Issue*: The APIs for DecisionTree and ensembles (RandomForests and
> GradientBoostedTrees) have been experimental for a long time. The API has
> become very convoluted because trees and ensembles have many, many variants,
> some of which we have added incrementally without a long-term design.
> *Proposal*: This JIRA is for discussing changes required to finalize the
> APIs. After we discuss, I will make a PR to update the APIs and make them
> non-Experimental. This will require making many breaking changes; see the
> design doc for details.
> [Design doc |
> https://docs.google.com/document/d/1rJ_DZinyDG3PkYkAKSsQlY0QgCeefn4hUv7GsPkzBP4]:
> This outlines current issues and the proposed API.
--
This message was sent by Atlassian JIRA
(v6.3.4#6332)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
