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» Nonlinear Boosting Projections for Ensemble Construction
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JMLR
2007
50views more  JMLR 2007»
13 years 8 months ago
Nonlinear Boosting Projections for Ensemble Construction
Nicolás García-Pedrajas, Cesar Garc&...
AAAI
2008
13 years 11 months ago
Constraint Projections for Ensemble Learning
It is well-known that diversity among base classifiers is crucial for constructing a strong ensemble. Most existing ensemble methods obtain diverse individual learners through res...
Daoqiang Zhang, Songcan Chen, Zhi-Hua Zhou, Qiang ...
MCS
2009
Springer
14 years 1 months ago
Random Ordinality Ensembles A Novel Ensemble Method for Multi-valued Categorical Data
Abstract. Data with multi-valued categorical attributes can cause major problems for decision trees. The high branching factor can lead to data fragmentation, where decisions have ...
Amir Ahmad, Gavin Brown