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Posted to issues@spark.apache.org by "Sean Owen (JIRA)" <ji...@apache.org> on 2016/02/23 15:10:18 UTC

[jira] [Updated] (SPARK-13452) RegressionMetrics to support RootMeanSquareLogarithmicError - RMSLE

     [ https://issues.apache.org/jira/browse/SPARK-13452?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]

Sean Owen updated SPARK-13452:
------------------------------
    Target Version/s:   (was: 2.0.0)
       Fix Version/s:     (was: 2.0.0)

> RegressionMetrics to support RootMeanSquareLogarithmicError - RMSLE
> -------------------------------------------------------------------
>
>                 Key: SPARK-13452
>                 URL: https://issues.apache.org/jira/browse/SPARK-13452
>             Project: Spark
>          Issue Type: Improvement
>          Components: MLlib
>    Affects Versions: 2.0.0
>            Reporter: Rahul Tanwani
>            Priority: Minor
>
> Currently RegressionMetrics does not support RMSLE. However, I feel this would be a good measure to add. Many of the kaggle competitions use RMSLE as the evaluation metric. Adding it to the RegressionMetrics api should be useful and straight forward.
> Reference: https://www.kaggle.com/wiki/RootMeanSquaredLogarithmicError



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