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167
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ICPR
2006
IEEE
16 years 7 months ago
A New Objective Function for Ensemble Selection in Random Subspaces
Most works based on diversity suggest that there exists only weak correlation between diversity and ensemble accuracy. We show that by combining the diversities with the classifica...
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souz...
136
Voted
OR
2007
Springer
16 years 15 days ago
On the Value of Objective Function Adaptation in Online Optimisation
Jörn Schönberger, Herbert Kopfer
192
Voted
MCS
2005
Springer
15 years 12 months ago
Between Two Extremes: Examining Decompositions of the Ensemble Objective Function
We study how the error of an ensemble regression estimator can be decomposed into two components: one accounting for the individual errors and the other accounting for the correlat...
Gavin Brown, Jeremy L. Wyatt, Ping Sun
116
Voted
ECOOP
2004
Springer
15 years 11 months ago
Functional Objects
Matthias Felleisen