69 search results - page 2 / 14 » Genetic Approach for Optimizing Ensembles of Classifiers |
TEC
2008
13 years 5 months ago
2008
In general, the analysis of microarray data requires two steps: feature selection and classification. From a variety of feature selection methods and classifiers, it is difficult t...
ICPR
2004
IEEE
14 years 6 months ago
2004
IEEE
In this work, the authors have evaluated almost 20 millions ensembles of classifiers generated by several methods. Trying to optimize those ensembles based on the nearest neighbou...
EMO
2005
Springer
13 years 10 months ago
2005
Springer
BMCBI
2008
13 years 5 months ago
2008
Background: In this paper, it is proposed an optimization approach for producing reduced alphabets for peptide classification, using a Genetic Algorithm. The classification task i...
SAC
2008
ACM
13 years 4 months ago
2008
ACM
Multi-objective genetic algorithms have been often used to optimize classification systems, but little is discussed on their computational cost to solve such problems. This paper ...