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Posted to dev@mahout.apache.org by "Sebastian Schelter (JIRA)" <ji...@apache.org> on 2013/06/02 17:32:21 UTC
[jira] [Updated] (MAHOUT-716) Implement Boosting
[ https://issues.apache.org/jira/browse/MAHOUT-716?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Sebastian Schelter updated MAHOUT-716:
--------------------------------------
Fix Version/s: Backlog
moving this to the backlog. [~hector.yee] if you find time address the comments, would be great to have this in a future release
> Implement Boosting
> ------------------
>
> Key: MAHOUT-716
> URL: https://issues.apache.org/jira/browse/MAHOUT-716
> Project: Mahout
> Issue Type: New Feature
> Components: Classification
> Affects Versions: 0.5
> Reporter: Hector Yee
> Assignee: Ted Dunning
> Priority: Minor
> Labels: features
> Fix For: Backlog
>
> Attachments: MAHOUT-716.patch, MAHOUT-716.patch
>
> Original Estimate: 72h
> Remaining Estimate: 72h
>
> Implement boosting (grad boost variant) with l1-regularization and induction.
> The gradient part is scalable and parallel and the induction part allows stochastic hypothesis generation for speed.
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