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Posted to dev@mahout.apache.org by "Saikat Kanjilal (JIRA)" <ji...@apache.org> on 2013/10/18 18:54:45 UTC
[jira] [Updated] (MAHOUT-1248) Build tools around mahout to use
grid search with cross validation to tune hyperparameter lambda
[ https://issues.apache.org/jira/browse/MAHOUT-1248?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Saikat Kanjilal updated MAHOUT-1248:
------------------------------------
Fix Version/s: (was: 0.9)
1.0
Affects Version/s: (was: 0.9)
1.0
> Build tools around mahout to use grid search with cross validation to tune hyperparameter lambda
> ------------------------------------------------------------------------------------------------
>
> Key: MAHOUT-1248
> URL: https://issues.apache.org/jira/browse/MAHOUT-1248
> Project: Mahout
> Issue Type: Improvement
> Components: Collaborative Filtering
> Affects Versions: 1.0
> Reporter: Saikat Kanjilal
> Fix For: 1.0
>
>
> The goal of this task is to create tools around mahout to tune the hyperparameter lambda by using grid search with cross validation data. It'd be good to create a subcomponent of ALS that is strictly geared towards convergence.
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