502 search results - page 4 / 101 » Streaming Random Forests |
RANDOM
1999
Springer
14 years 3 months ago
1999
Springer
We present a randomized algorithm to nd a minimum spanning forest (MSF) in an undirected graph. With high probability, the algorithm runs in logarithmic time and linear work on an...
ECCV
2006
Springer
15 years 22 days ago
2006
Springer
MCS
2007
Springer
14 years 5 months ago
2007
Springer
Rotation Forest is a recently proposed method for building classifier ensembles using independently trained decision trees. It was found to be more accurate than bagging, AdaBoost...
BMCBI
2006
13 years 11 months ago
2006
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
JMLR
2008
13 years 10 months ago
2008
In the last years of his life, Leo Breiman promoted random forests for use in classification. He suggested using averaging as a means The second author's research was sponso...