Xiangrui Meng created SPARK-3255:
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             Summary: Faster algorithms for logistic regression
                 Key: SPARK-3255
                 URL: https://issues.apache.org/jira/browse/SPARK-3255
             Project: Spark
          Issue Type: Brainstorming
          Components: MLlib
            Reporter: Xiangrui Meng


Logistic regression is perhaps the most widely used classification algorithm in 
industry. We are looking for faster and scalable algorithms for MLlib. We 
currently have LogisticRegressionWithLBFGS, and the LIBLINEAR group implemented 
Spark LIBLINEAR: 
http://www.csie.ntu.edu.tw/~cjlin/libsvmtools/distributed-liblinear/spark/running_spark_liblinear.html

Welcome to join the discussion and add more candidates.



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