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Sean Owen commented on MAHOUT-678: ---------------------------------- Er I mean 'hasOne ¦= actual == 1' and that may be too clever. > NullPointerException while using MixedGradient with SGD algorithm > ----------------------------------------------------------------- > > Key: MAHOUT-678 > URL: https://issues.apache.org/jira/browse/MAHOUT-678 > Project: Mahout > Issue Type: Bug > Components: Classification > Affects Versions: 0.5 > Reporter: Stanley Xu > Attachments: nullpointerexceptionbugfix.diff > > Original Estimate: 2h > Remaining Estimate: 2h > > I am trying to use the MixedGradient in OnlineLogisticRegression algorithm. > But I will get an NullPointerException randomly if I set the alpha larger > than 0. > I checked the code and found that in the RankingGradient used by > MixedGradient, it assume that the target category should be only 2, rather > than multiple. And the rank gradient should only be used once the Gradient > object knew both the positive and negative targets. I created a simple patch > to make it workable, but I am not really understand the MixedGradient method > deeply, please check the patch carefully to see if it really works correctly. -- This message is automatically generated by JIRA. For more information on JIRA, see: http://www.atlassian.com/software/jira