1150 search results - page 49 / 230 » Performance Evaluation and Improvement of Algorithmic Approa... |
TNN
2008
13 years 7 months ago
2008
In this paper, we argue that for a C-class classification problem, C 2-class classifiers, each of which discriminating one class from the other classes and having a characteristic ...
NIPS
2000
13 years 9 months ago
2000
Modern classification applications necessitate supplementing the few available labeled examples with unlabeled examples to improve classification performance. We present a new tra...
COMSIS
2006
13 years 7 months ago
2006
In this paper we present an improvement of the precision of classification algorithm results. Two various approaches are known: bagging and boosting. This paper describes a set of ...
ICDM
2007
IEEE
13 years 11 months ago
2007
IEEE
The problems of object classification (labeling the nodes of a graph) and link prediction (predicting the links in a graph) have been largely studied independently. Commonly, obje...
AAAI
2007
13 years 10 months ago
2007
Collective classification can significantly improve accuracy by exploiting relationships among instances. Although several collective inference procedures have been reported, they...