410 search results - page 19 / 82 » Ensembles of biased classifiers |
ICPR
2002
IEEE
16 years 5 days ago
2002
IEEE
Classification of real-world data poses a number of challenging problems. Mismatch between classifier models and true data distributions on one hand and the use of approximate inf...
IEEEICCI
2009
IEEE
15 years 5 months ago
2009
IEEE
The OpenBiomind toolkit is used to apply GA, GP and local search methods to analyze a large SNP dataset concerning late-onset Alzheimers disease (LOAD). Classification models iden...
IDEAL
2007
Springer
15 years 5 months ago
2007
Springer
The dependence of the classification error on the size of a bagging ensemble can be modeled within the framework of Monte Carlo theory for ensemble learning. These error curves ar...
75
Voted
INFFUS
2006
2006
Comparative implementation of two fusion schemes for multiple complementary FLIR imagery classifiers
14 years 11 months ago
Several classifiers for forward looking infra-red imagery are designed and implemented, and their relative performance is benchmarked on 2545 images belonging to 8 different ship ...
ICPR
2004
IEEE
16 years 6 days ago
2004
IEEE
We study the domain of dominant competence of six popular classifiers in a space of data complexity measurements. We observe that the simplest classifiers, nearest neighbor and li...