978 search results - page 25 / 196 » Infinite Ensemble Learning with Support Vector Machines |
109
click to vote
ICML
2007
IEEE
16 years 2 months ago
2007
IEEE
Optimization algorithms for large margin multiclass recognizers are often too costly to handle ambitious problems with structured outputs and exponential numbers of classes. Optim...
104
click to vote
IJON
2011
14 years 8 months ago
2011
Several theoretical methods have been developed in the past years to evaluate the generalization ability of a classifier: they provide extremely useful insights on the learning ph...
126
click to vote
GECCO
2007
Springer
15 years 5 months ago
2007
Springer
Recently, evolutionary computation has been successfully integrated into statistical learning methods. A Support Vector Machine (SVM) using evolution strategies for its optimizati...
130
Voted
ICML
2006
IEEE
15 years 7 months ago
2006
IEEE
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...
110
Voted
SIGIR
2004
ACM
15 years 7 months ago
2004
ACM
In this poster we present an overview of the techniques we used to develop and evaluate a text categorisation system for the PRINCIP project which sets out to automatically classi...