8 search results - page 1 / 2 » "Good" and "Bad" Diversity in Majority V... |
92
Voted
MCS
2010
Springer
15 years 7 months ago
2010
Springer
Although diversity in classifier ensembles is desirable, its relationship with the ensemble accuracy is not straightforward. Here we derive a decomposition of the majority vote er...
IJCNN
2006
IEEE
15 years 6 months ago
2006
IEEE
— Ensembles are often capable of greater predictive accuracy than any of their individual members. One key attribute of ensembles’ success is the notion of diversity. However, ...
81
Voted
MCS
2007
Springer
15 years 6 days ago
2007
Springer
Abstract. Ensembles are often capable of greater predictive performance than any of their individual classifiers. Despite the need for classifiers to make different kinds of err...
103
Voted
INFFUS
2002
15 years 1 days ago
2002
This study looks at the relationships between different methods of classifier combination and different measures of diversity. We considered ten combination methods and ten measur...
GECCO
2006
Springer
15 years 4 months ago
2006
Springer
Various methods for ensemble selection and classifier combination have been designed to optimize the results of ensembles of classifiers. Genetic algorithm (GA) which uses the div...