Details
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New Feature
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Status: Closed
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Major
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Resolution: Won't Fix
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0.6
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None
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None
Description
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