96 search results - page 1 / 20 » An Evolutionary Algorithm for Oblique Decision Tree Inductio... |
ICAISC
2004
Springer
13 years 10 months ago
2004
Springer
In the paper, a new evolutionary approach to induction of oblique decision trees is described. In each non-terminal node, the specialized evolutionary algorithm is applied to searc...
JDWM
2007
13 years 4 months ago
2007
This article presents a new evolutionary algorithm (EA) for induction of mixed decision trees. In nonterminal nodes of a mixed tree, different types of tests can be placed, rangin...
IJCAI
1993
13 years 6 months ago
1993
This article describes a new system for induction of oblique decision trees. This system, OC1, combines deterministic hill-climbing with two forms of randomization to nd a good ob...
IJCAI
2007
13 years 6 months ago
2007
In the past ten years, boosting has become a major field of machine learning and classification. This paper brings contributions to its theory and algorithms. We first unify a ...
IPL
2002
13 years 4 months ago
2002
We study the possibility of constructing decision trees with evolutionary algorithms in order to increase their predictive accuracy. We present a self-adapting evolutionary algori...