161 search results - page 14 / 33 » Classifier Instability and Partitioning |
ICML
2008
IEEE
14 years 8 months ago
2008
IEEE
We derive a generalization bound for multiclassification schemes based on grid clustering in categorical parameter product spaces. Grid clustering partitions the parameter space i...
ICML
2008
IEEE
14 years 8 months ago
2008
IEEE
For two-class classification, it is common to classify by setting a threshold on class probability estimates, where the threshold is determined by ROC curve analysis. An analog fo...
ADHOCNOW
2009
Springer
14 years 2 months ago
2009
Springer
In Multi Hop Wireless Networks (MHWNs), nodes act both as end-hosts as well as intermediate routers. When communication occurs, these nodes form chains between different sources a...
ICC
2007
IEEE
14 years 2 months ago
2007
IEEE
Abstract— Measurements have shown that network path failures occur frequently in the Internet and physical link failures can cause network instability in large scale and severity...
EMMCVPR
2007
Springer
14 years 1 months ago
2007
Springer
Most of the traditional methods for shape classification are based on contour. They often encounter difficulties when dealing with classes that have large nonlinear variability, es...