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From "Jeremy Freeman (JIRA)" <j...@apache.org>
Subject [jira] [Created] (SPARK-4979) Add streaming logistic regression
Date Sun, 28 Dec 2014 21:23:13 GMT
Jeremy Freeman created SPARK-4979:
-------------------------------------

             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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