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IJCAI
2007

Managing Domain Knowledge and Multiple Models with Boosting

8 years 11 months ago
Managing Domain Knowledge and Multiple Models with Boosting
We present MBoost, a novel extension to AdaBoost that extends boosting to use multiple weak learners explicitly, and provides robustness to learning models that overfit or are poorly matched to data. We demonstrate MBoost on a variety of problems and compare it to cross validation for model selection.
Peng Zang, Charles Lee Isbell Jr.
Added 29 Oct 2010
Updated 29 Oct 2010
Type Conference
Year 2007
Where IJCAI
Authors Peng Zang, Charles Lee Isbell Jr.
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