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https://issues.apache.org/jira/browse/SPARK-4887?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Xiangrui Meng updated SPARK-4887:
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Assignee: DB Tsai
> Fix a bad unittest in LogisticRegressionSuite
> ---------------------------------------------
>
> Key: SPARK-4887
> URL: https://issues.apache.org/jira/browse/SPARK-4887
> Project: Spark
> Issue Type: Bug
> Components: MLlib
> Reporter: DB Tsai
> Assignee: DB Tsai
> Fix For: 1.3.0
>
>
> The original test doesn't make sense since if you step in, the lossSum
> already NaN, and the coefficients are diverging. That's because the step size
> is too large for SGD, so it doesn't work. The correct behavior is that you
> should get smaller coefficients than the one without regularization.
> Comparing the values using 20000.0 relative error doesn't make sense as well.
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