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ECML
2005
Springer
15 years 3 months ago
Combining Bias and Variance Reduction Techniques for Regression Trees
Gradient Boosting and bagging applied to regressors can reduce the error due to bias and variance respectively. Alternatively, Stochastic Gradient Boosting (SGB) and Iterated Baggi...
Yuk Lai Suen, Prem Melville, Raymond J. Mooney
BIOINFORMATICS
2004
47views more  BIOINFORMATICS 2004»
14 years 9 months ago
Regression trees for regulatory element identification
Tu Minh Phuong, Doheon Lee, Kwang Hyung Lee
JMLR
2011
156views more  JMLR 2011»
14 years 4 months ago
Web-Search Ranking with Initialized Gradient Boosted Regression Trees
Ananth Mohan, Zheng Chen, Kilian Q. Weinberger