Sciweavers

1275 search results - page 123 / 255
» Chunking with Decision Trees
Sort
View
ICIC
2009
Springer
14 years 10 months ago
Towards a Better Understanding of Random Forests through the Study of Strength and Correlation
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...
Simon Bernard, Laurent Heutte, Sébastien Ad...
83
Voted
STOC
2002
ACM
115views Algorithms» more  STOC 2002»
16 years 1 months ago
Reimer's inequality and tardos' conjecture
Let f : {0, 1}n {0, 1} be a boolean function. For 0 let D (f) be the minimum depth of a decision tree for f that makes an error for fraction of the inputs x {0, 1}n . We also ma...
Clifford D. Smyth
IPPS
2006
IEEE
15 years 6 months ago
An overview of the Jahob analysis system: project goals and current status
We present an overview of the Jahob system for modular analysis of data structure properties. Jahob uses a subset of Java as the implementation language and annotations with formu...
Viktor Kuncak, Martin C. Rinard
99
Voted
EMNLP
2004
15 years 2 months ago
A Boosting Algorithm for Classification of Semi-Structured Text
The focus of research in text classification has expanded from simple topic identification to more challenging tasks such as opinion/modality identification. Unfortunately, the la...
Taku Kudo, Yuji Matsumoto
70
Voted
EOR
2006
66views more  EOR 2006»
15 years 25 days ago
Multi-period capacity expansion for a local access telecommunications network
In this paper, we examine a multi-period capacity expansion problem for a local access telecommunications network with a tree topology. Capacity expansion is realized through the ...
Michel Gendreau, Jean-Yves Potvin, Ali Smires, Pat...