96 search results - page 2 / 20 » An Evolutionary Algorithm for Oblique Decision Tree Inductio... |
IEAAIE
1995
Springer
13 years 8 months ago
1995
Springer
Classification learning has been dominated by the induction of axisorthogonal decision surfaces. While induction of alternate forms of decision surface has received some attentio...
ICANNGA
2007
Springer
13 years 9 months ago
2007
Springer
Abstract. In the paper, a new method of decision tree learning for costsensitive classification is presented. In contrast to the traditional greedy top-down inducer in the proposed...
SAC
2009
ACM
14 years 3 days 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...
ISMIS
2011
Springer
12 years 8 months ago
2011
Springer
In the paper we present a new evolutionary algorithm for induction of regression trees. In contrast to the typical top-down approaches it globally searches for the best tree struct...
ICTAI
1999
IEEE
13 years 9 months ago
1999
IEEE
This work deals with stability in incremental induction of decision trees. Stability problems arise when an induction algorithm must revise a decision tree very often and oscillat...