zenogantner/MyMediaLite — Issue #188: implement GBRT ensembles
Author: zenogantner
Created: 2012-01-05 11:00:51+00:00
State: open
Labels: new method

Implement ensembles based on gradient-boosted regression trees.

For that, we need a C# implementation of GBRT.
The Accord.NET framework would be starting point, as it already contains implementations of ID3 and C4.5:
http://crsouza.blogspot.com/2012/01/decision-trees-in-c.html

http://en.wikipedia.org/wiki/Gradient_boosting