1160 search results - page 12 / 232 » Combined regression and ranking |
ICML
2002
IEEE
14 years 10 months ago
2002
IEEE
A new approach to ensemble learning is introduced that takes ranking rather than classification as fundamental, leading to models on the symmetric group and its cosets. The approa...
ICONIP
2008
13 years 11 months ago
2008
Abstract. The concept of Ensemble Learning has been shown to increase predictive power over single base learners. Given the bias-variancecovariance decomposition, diversity is char...
PKDD
2009
Springer
14 years 4 months ago
2009
Springer
ECML
2005
Springer
14 years 3 months ago
2005
Springer
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...
TAP
2010
Springer
14 years 2 months ago
2010
Springer
