[
https://issues.apache.org/jira/browse/MAHOUT-918?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=13167459#comment-13167459
]
jirapos...@reviews.apache.org commented on MAHOUT-918:
------------------------------------------------------
-----------------------------------------------------------
This is an automatically generated e-mail. To reply, visit:
https://reviews.apache.org/r/3072/
-----------------------------------------------------------
(Updated 2011-12-12 11:51:59.547649)
Review request for mahout.
Summary
-------
MAHOUT-918 Parallelized SGD in MapReduce
This addresses bug MAHOUT-918.
https://issues.apache.org/jira/browse/MAHOUT-918
Diffs (updated)
-----
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/PassiveAggressive.java
1213193
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/AdaptiveLogisticRegressionDriver.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/AdaptiveLogisticRegressionMapper.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/AdaptiveLogisticRegressionReducer.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/LogisticRegressionDriver.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/LogisticRegressionMapper.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/LogisticRegressionReducer.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/PassiveAggressiveDriver.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/PassiveAggressiveMapper.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/PassiveAggressiveReducer.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/SGDDriver.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/SGDMapper.java
PRE-CREATION
trunk/core/src/main/java/org/apache/mahout/classifier/sgd/mapreduce/SGDReducer.java
PRE-CREATION
trunk/core/src/test/java/org/apache/mahout/classifier/sgd/mapreduce/AdaptiveLogisticRegressionMapReduceTest.java
PRE-CREATION
trunk/core/src/test/java/org/apache/mahout/classifier/sgd/mapreduce/LogisticRegressionMapReduceTest.java
PRE-CREATION
trunk/core/src/test/java/org/apache/mahout/classifier/sgd/mapreduce/PassiveAggressiveMapReduceTest.java
PRE-CREATION
trunk/core/src/test/java/org/apache/mahout/classifier/sgd/mapreduce/SGDMapReduceTest.java
PRE-CREATION
Diff: https://reviews.apache.org/r/3072/diff
Testing
-------
Thanks,
issei
> Implement SGD based classifiers using MapReduce
> -----------------------------------------------
>
> Key: MAHOUT-918
> URL: https://issues.apache.org/jira/browse/MAHOUT-918
> Project: Mahout
> Issue Type: New Feature
> Components: Classification
> Affects Versions: 0.6
> Reporter: issei yoshida
> Attachments: MAHOUT-918.patch, design.pdf
>
>
> Implement SGD based classifiers (Logistic Regression, Adaptive Logistic
> regression and Passive-Aggressive) using MapReduce.
> They are implemented using Iterative Parameter Mixtures algorithm which is
> referred to in the following papers.
> http://research.google.com/pubs/pub36948.html
> http://aclweb.org/anthology-new/N/N10/N10-1069.pdf
> http://books.nips.cc/papers/files/nips22/NIPS2009_0345.pdf
--
This message is automatically generated by JIRA.
If you think it was sent incorrectly, please contact your JIRA administrators:
https://issues.apache.org/jira/secure/ContactAdministrators!default.jspa
For more information on JIRA, see: http://www.atlassian.com/software/jira
