410 search results - page 5 / 82 » Ensembles of biased classifiers |
JBI
2008
13 years 10 months ago
2008
We present a classifier for use as a decision assist tool to identify a hypovolemic state in trauma patients during helicopter transport to a hospital, when reliable acquisition o...
MCS
2005
Springer
14 years 4 months ago
2005
Springer
After deploying a classifier in production it is essential to support its lifecycle. This paper describes the application of an ensemble of classifiers to support two stages of the...
MCS
2000
Springer
14 years 2 months ago
2000
Springer
Ensemble methods are learning algorithms that construct a set of classi ers and then classify new data points by taking a (weighted) vote of their predictions. The original ensembl...
KDD
2006
ACM
14 years 11 months ago
2006
ACM
Mining data streams of changing class distributions is important for real-time business decision support. The stream classifier must evolve to reflect the current class distributi...
SDM
2010
SIAM
14 years 9 days ago
2010
SIAM
Many approaches to active learning involve periodically training one classifier and choosing data points with the lowest confidence. An alternative approach is to periodically cho...