[HAMA-653] Add PLANET based Decision Tree Builder

• Type: New Feature
• Status: Open
• Priority: Major
• Resolution: Unresolved
• Component/s: machine learning
• Assignee: Unassigned
• Reporter: Thomas Jungblut
• Created: 14/Oct/12 09:13
• Updated: 14/Oct/12 09:13

Description

Here is the paper in MapReduce:

http://static.googleusercontent.com/external_content/untrusted_dlcp/research.google.com/de//pubs/archive/36296.pdf

It scales pretty well on high number of instances, but less well on a higher number of features.

A nice side-addition would be the build of Random Forests with a decision tree for each task.