Sciweavers

1923 search results - page 18 / 385
» Weighted Decision Trees
Sort
View
AAAI
2006
13 years 9 months ago
When a Decision Tree Learner Has Plenty of Time
The majority of the existing algorithms for learning decision trees are greedy--a tree is induced top-down, making locally optimal decisions at each node. In most cases, however, ...
Saher Esmeir, Shaul Markovitch
PRICAI
2000
Springer
13 years 11 months ago
The Lumberjack Algorithm for Learning Linked Decision Forests
While the decision tree is an effective representation that has been used in many domains, a tree can often encode a concept inefficiently. This happens when the tree has to repres...
William T. B. Uther, Manuela M. Veloso
PAMI
1998
127views more  PAMI 1998»
13 years 7 months ago
The Random Subspace Method for Constructing Decision Forests
—Much of previous attention on decision trees focuses on the splitting criteria and optimization of tree sizes. The dilemma between overfitting and achieving maximum accuracy is ...
Tin Kam Ho
ESA
2006
Springer
95views Algorithms» more  ESA 2006»
13 years 11 months ago
Resource Allocation in Bounded Degree Trees
We study the bandwidth allocation problem (bap) in bounded degree trees. In this problem we are given a tree and a set of connection requests. Each request consists of a path in t...
Reuven Bar-Yehuda, Michael Beder, Yuval Cohen, Dro...