[MAHOUT-918] Implement SGD based classifiers using MapReduce

• Type: New Feature
• Status: Closed
• Priority: Major
• Resolution: Won't Fix
• Affects Version/s: 0.6
• Fix Version/s: 0.10.0
• Assignee: Ted Dunning
• Reporter: issei yoshida
• Created: 07/Dec/11 10:07
• Updated: 31/Jan/24 22:12
• Resolved: 02/Mar/14 20:01

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