614 search results - page 36 / 123 » Decision Trees for Uncertain Data |
114
click to vote
ECML
2004
Springer
15 years 7 months ago
2004
Springer
It has been observed that traditional decision trees produce poor probability estimates. In many applications, however, a probability estimation tree (PET) with accurate probabilit...
111
click to vote
SIGKDD
2000
15 years 1 months ago
2000
Kernel Miner is a new data-mining tool based on building the optimal decision forest. The tool won second place in the KDD'99 Classifier Learning Contest, August 1999. We des...
110
Voted
ICML
1996
IEEE
16 years 2 months ago
1996
IEEE
In this paper, we describe two di erent learning tasks for relational structures. When learning a classi er for structures, the relational structures in the training sets are clas...
107
click to vote
SAC
2009
ACM
15 years 8 months ago
2009
ACM
Decision trees are widely disseminated as an effective solution for classification tasks. Decision tree induction algorithms have some limitations though, due to the typical strat...
125
click to vote
FLAIRS
2008
15 years 4 months ago
2008
In machine learning, decision trees are employed extensively in solving classification problems. In order to design a decision tree classifier two main phases are employed. The fi...