10 search results - page 1 / 2 » Ensemble Confidence Estimates Posterior Probability |
MCS
2005
Springer
13 years 10 months ago
2005
Springer
We have previously introduced the Learn++ algorithm that provides surprisingly promising performance for incremental learning as well as data fusion applications. In this contribut...
CSL
1999
Springer
13 years 4 months ago
1999
Springer
AAAI
2004
13 years 6 months ago
2004
Random decision tree is an ensemble of decision trees. The feature at any node of a tree in the ensemble is chosen randomly from remaining features. A chosen discrete feature on a...
MCS
2005
Springer
13 years 10 months ago
2005
Springer
We study how the error of an ensemble regression estimator can be decomposed into two components: one accounting for the individual errors and the other accounting for the correlat...
ICDM
2006
IEEE
13 years 10 months ago
2006
IEEE
Current outlier detection schemes typically output a numeric score representing the degree to which a given observation is an outlier. We argue that converting the scores into wel...