39 search results - page 2 / 8 » Seeing the Forest Through the Trees |
ICIC
2009
Springer
13 years 2 months ago
2009
Springer
In this paper we present a study on the Random Forest (RF) family of ensemble methods. From our point of view, a "classical" RF induction process presents two main drawba...
MCS
2007
Springer
13 years 11 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...
METRICS
1997
IEEE
13 years 9 months ago
1997
IEEE
The shapes of forests of inheritance trees can affect the amount of code reuse in an object-oriented system. Designers can benefit from knowing how structuring decisions affect r...
TCSV
2008
13 years 4 months ago
2008
Recurring events are short temporal patterns that consist of multiple instances in the target database. Without any a priori knowledge of the recurring events, in terms of their le...
ECCV
2008
Springer
14 years 6 months ago
2008
Springer
We describe a method for implementing the evaluation and training of decision trees and forests entirely on a GPU, and show how this method can be used in the context of object rec...