1248 search results - page 78 / 250 » Decision Tree Grafting |
130
Voted
DIAGRAMS
2004
Springer
15 years 9 months ago
2004
Springer
Decision trees are a widely used knowledge representation in machine learning. However, one of their main drawbacks is the inherent replication of isomorphic subtrees, as a result...
149
click to vote
KDD
2000
ACM
15 years 8 months ago
2000
ACM
Decision trees have been successfully used for the task of classification. However, state-of-the-art algorithms do not incorporate the user in the tree construction process. This ...
158
click to vote
AAMAS
2012
Springer
14 years 5 days ago
2012
Springer
In multiagent settings where agents have different preferences, preference aggregation can be an important issue. Voting is a general method to aggregate preferences. We consider ...
122
click to vote
ICIC
2009
Springer
15 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...
107
click to vote
FSTTCS
2004
Springer
15 years 9 months ago
2004
Springer
In this paper we provide an automaton-based solution to the decision problem for a large set of monadic second-order theories of deterministic tree structures. We achieve it in two...