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Posted to issues@spark.apache.org by "Jeremy Freeman (JIRA)" <ji...@apache.org> on 2014/12/28 22:23:13 UTC

[jira] [Created] (SPARK-4979) Add streaming logistic regression

Jeremy Freeman created SPARK-4979:
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             Summary: Add streaming logistic regression
                 Key: SPARK-4979
                 URL: https://issues.apache.org/jira/browse/SPARK-4979
             Project: Spark
          Issue Type: New Feature
          Components: MLlib, Streaming
            Reporter: Jeremy Freeman
            Priority: Minor


We currently support streaming linear regression and k-means clustering. We can add support for streaming logistic regression using a strategy similar to that used in streaming linear regression, applying gradient updates to batches of data from a DStream, and extending the existing mllib methods with minor modifications.



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