Sciweavers

Share
ICPR
2006
IEEE

A New Objective Function for Ensemble Selection in Random Subspaces

12 years 6 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 classification accuracy of each individual classifier, we can achieve a strong correlation between the combined diversities and the ensemble accuracy in Random Subspaces.
Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souz
Added 09 Nov 2009
Updated 09 Nov 2009
Type Conference
Year 2006
Where ICPR
Authors Albert Hung-Ren Ko, Robert Sabourin, Alceu de Souza Britto Jr.
Comments (0)
books