Web-Search Ranking with Initialized Gradient Boosted Regression Trees

Ananth Mohan, Zheng Chen, Kilian Q. Weinberger

Abstract: In May 2010 Yahoo! Inc. hosted the Learning to Rank Challenge. This paper summarizes the approach by the highly placed team Washington University in St. Louis. We investigate Random Forests (RF) as...